Introduction

This is a report for the insert benchmark with 4000M docs and 20 client(s). It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file.

The test server has 48 cores, 128G RAM and 2 NVMe devices setup with SW RAID. The benchmark was run with 20 clients and there were 1 or 3 connections per client (1 for queries or inserts without rate limits, 1+1 for rate limited inserts+deletes). It uses 12 tables with a table per client. It loads 10M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 40m+10m rows per table with a delete per insert to avoid growing the table. It then does 6 read+write tests for 3600s each that do queries as fast as possible with 100,100,500,500,1000,1000 inserts/s and the same for deletes/s per client concurrent with the queries. The database is larger than RAM and most tests are IO-bound except for the range query (qr*) tests that frequently have a cached working set. Clients and the DBMS share one server.

The tested DBMS are:


Contents


Summary

The numbers are inserts/s for l.i0, l.i1 and l.i2, indexed docs (or rows) /s for l.x and queries/s for qr100, qp100 thru qr1000, qp1000" The values are the average rate over the entire test for inserts (IPS) and queries (QPS). The range of values for IPS and QPS is split into 3 parts: bottom 25%, middle 50%, top 25%. Values in the bottom 25% have a red background, values in the top 25% have a green background and values in the middle have no color. A gray background is used for values that can be ignored because the DBMS did not sustain the target insert rate. Red backgrounds are not used when the minimum value is within 80% of the max value.

dbmsl.i0l.xl.i1l.i2qr100qp100qr500qp500qr1000qp1000
pg1222_o2nofp.cx10a_c32r128 20586722147075225293184361060639830615238261537631989
pg1322_o2nofp.cx10a_c32r128 19920322791347218162778365514653630625438371510751957
pg1323_o2nofp.cx10a_c32r128 20253162735978204503372343541654028940838161447081959
pg1419_o2nofp.cx10a_c32r128 19694732758621222103141370726660230962038631513191992
pg1420_o2nofp.cx10a_c32r128 19860972793296220512869346912659128907138471426841964
pg1514_o2nofp.cx10a_c32r128 19831432633311226182799371771642431001939831522781956
pg1515_o2nofp.cx10a_c32r128 19930242647254220872896345942649029009138871443071945
pg1610_o2nofp.cx10a_c32r128 19950122814919224282483366855701430512442221527802084
pg1611_o2nofp.cx10a_c32r128 20020022791347220572597343245690128552740391435512052
pg176_o2nofp.cx10a_c32r128 20191823361345225542541368771713730208042061455922130
pg177_o2nofp.cx10a_c32r128 20273693341688224152437344865697228629839631391082090
pg180_o2nofp.cx10b_c32r128 21175223454232226372572366335721230472541321491432301
pg180_o2nofp.cx10c_c32r128 20554983327787223342562363521725030165239541481742302
pg180_o2nofp.cx10d_c32r128 20822493633061228962560360003703429992640181466202353
pg181_o2nofp.cx10b_c32r128 20736133319502225162486341583690528387240871404742294
pg181_o2nofp.cx10b_walsize_c32r128 21242703395586225862683340723699228227441471407542297
pg181_o2nofp.cx10c_c32r128 20576133289474220082594342782716928468439531419382280
pg181_o2nofp.cx10d_c32r128 20833333623188222782431346331694328769540531434032325

This table has relative throughput, throughput for the DBMS relative to the DBMS in the first line, using the absolute throughput from the previous table. Values less than 0.95 have a yellow background. Values greater than 1.05 have a blue background.

dbmsl.i0l.xl.i1l.i2qr100qp100qr500qp500qr1000qp1000
pg1222_o2nofp.cx10a_c32r128 1.001.001.001.001.001.001.001.001.001.00
pg1322_o2nofp.cx10a_c32r128 0.971.300.970.871.011.021.001.000.980.98
pg1323_o2nofp.cx10a_c32r128 0.981.270.911.060.951.020.951.000.940.98
pg1419_o2nofp.cx10a_c32r128 0.961.280.990.991.031.031.011.010.981.00
pg1420_o2nofp.cx10a_c32r128 0.961.300.980.900.961.030.941.010.930.99
pg1514_o2nofp.cx10a_c32r128 0.961.231.000.881.031.001.011.040.990.98
pg1515_o2nofp.cx10a_c32r128 0.971.230.980.910.961.010.951.020.940.98
pg1610_o2nofp.cx10a_c32r128 0.971.311.000.781.021.101.001.100.991.05
pg1611_o2nofp.cx10a_c32r128 0.971.300.980.820.951.080.931.060.931.03
pg176_o2nofp.cx10a_c32r128 0.981.571.000.801.021.120.991.100.951.07
pg177_o2nofp.cx10a_c32r128 0.981.560.990.770.961.090.941.040.901.05
pg180_o2nofp.cx10b_c32r128 1.031.611.000.811.011.131.001.080.971.16
pg180_o2nofp.cx10c_c32r128 1.001.550.990.801.011.130.991.030.961.16
pg180_o2nofp.cx10d_c32r128 1.011.691.020.801.001.100.981.050.951.18
pg181_o2nofp.cx10b_c32r128 1.011.551.000.780.951.080.931.070.911.15
pg181_o2nofp.cx10b_walsize_c32r128 1.031.581.000.840.941.090.921.080.921.15
pg181_o2nofp.cx10c_c32r128 1.001.530.980.810.951.120.931.030.921.15
pg181_o2nofp.cx10d_c32r128 1.011.690.990.760.961.090.941.060.931.17

This lists the average rate of inserts/s for the tests that do inserts concurrent with queries. For such tests the query rate is listed in the table above. The read+write tests are setup so that the insert rate should match the target rate every second. Cells that are not at least 95% of the target have a red background to indicate a failure to satisfy the target.

dbmsqr100.L1qp100.L2qr500.L3qp500.L4qr1000.L5qp1000.L6
pg1222_o2nofp.cx10a_c32r12819881987988593171672515003
pg1322_o2nofp.cx10a_c32r12819871986988294311671314548
pg1323_o2nofp.cx10a_c32r12819871987986093431653614688
pg1419_o2nofp.cx10a_c32r12819871987986893601646115203
pg1420_o2nofp.cx10a_c32r12819871987988593531637114736
pg1514_o2nofp.cx10a_c32r12819871986988294021706214724
pg1515_o2nofp.cx10a_c32r12819871987987494091701314703
pg1610_o2nofp.cx10a_c32r12819871987992095741601113616
pg1611_o2nofp.cx10a_c32r12819871987989694261594013284
pg176_o2nofp.cx10a_c32r12819871987989895771594313539
pg177_o2nofp.cx10a_c32r12819871987991292591573113425
pg180_o2nofp.cx10b_c32r12819871987991294641577214466
pg180_o2nofp.cx10c_c32r12819871987991294391574814255
pg180_o2nofp.cx10d_c32r12819871987990992521603914548
pg181_o2nofp.cx10b_c32r12819871987990495011587314165
pg181_o2nofp.cx10b_walsize_c32r12819871987989095741588014323
pg181_o2nofp.cx10c_c32r12819871987990193191558414098
pg181_o2nofp.cx10d_c32r12819871987990194511573814452
target2000200010000100002000020000

l.i0

l.i0: load without secondary indexes. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12892.7657.0090.1200.0870.0130.006nonzero1.959
pg1322_o2nofp.cx10a_c32r12889.8399.6890.3650.0910.0100.006nonzero1.421
pg1323_o2nofp.cx10a_c32r12891.4378.2720.1800.0940.0100.006nonzero1.652
pg1419_o2nofp.cx10a_c32r12888.79810.8810.2200.0830.0120.006nonzero1.616
pg1420_o2nofp.cx10a_c32r12889.11610.6110.1890.0640.0140.007nonzero1.363
pg1514_o2nofp.cx10a_c32r12888.84310.9080.1490.0760.0160.007nonzero1.386
pg1515_o2nofp.cx10a_c32r12889.25410.4900.1670.0660.0160.006nonzero2.379
pg1610_o2nofp.cx10a_c32r12889.28010.4330.1890.0770.0140.007nonzero1.353
pg1611_o2nofp.cx10a_c32r12889.41910.3640.1330.0620.0160.006nonzero2.629
pg176_o2nofp.cx10a_c32r12889.7439.9160.2430.0770.0140.006nonzero1.769
pg177_o2nofp.cx10a_c32r12890.0389.7040.1710.0630.0170.0060.727
pg180_o2nofp.cx10b_c32r12892.7556.9240.2410.0700.0070.003nonzero1.424
pg180_o2nofp.cx10c_c32r12892.4667.1790.2600.0700.0180.007nonzero1.358
pg180_o2nofp.cx10d_c32r12893.2426.4590.2110.0660.0150.007nonzero2.442
pg181_o2nofp.cx10b_c32r12892.9516.7390.2130.0720.0200.006nonzero1.418
pg181_o2nofp.cx10b_walsize_c32r12893.1276.5710.2240.0650.0090.004nonzero1.389
pg181_o2nofp.cx10c_c32r12892.4877.1420.2800.0670.0170.006nonzero1.942
pg181_o2nofp.cx10d_c32r12893.2606.4560.1950.0650.0190.005nonzero2.097

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2058672	0	1862	15.0	11362.7	825.7	0.001	0.007	0.006	0.411	341356	59.1	0.166	14	382.7	478.8	5.3	1.959	110739	41654	pg1222_o2nofp.cx10a_c32r128
1992032	0	1672	13.6	9055.9	807.2	0.001	0.007	0.005	0.415	352141	57.1	0.177	14	382.7	478.8	11.3	1.421	110858	32275	pg1322_o2nofp.cx10a_c32r128
2025316	0	1758	14.2	9083.3	814.2	0.001	0.007	0.004	0.412	349922	58.4	0.173	14	382.7	478.8	9.2	1.652	111080	34561	pg1323_o2nofp.cx10a_c32r128
1969473	0	1720	13.5	8367.4	791.8	0.001	0.007	0.004	0.412	356211	57.3	0.181	14	382.7	478.8	7.1	1.616	108184	32170	pg1419_o2nofp.cx10a_c32r128
1986097	0	1685	13.2	8347.8	793.0	0.001	0.007	0.004	0.409	342492	57.6	0.172	14	382.7	478.8	16.2	1.363	109111	32578	pg1420_o2nofp.cx10a_c32r128
1983143	0	1733	13.6	8320.2	794.3	0.001	0.007	0.004	0.410	371258	57.2	0.187	14	382.7	478.8	16.1	1.386	109182	28370	pg1514_o2nofp.cx10a_c32r128
1993024	0	1651	12.9	8351.0	794.8	0.001	0.007	0.004	0.408	373442	57.1	0.187	14	382.7	478.8	6.9	2.379	109080	28569	pg1515_o2nofp.cx10a_c32r128
1995012	0	1758	13.8	8360.7	800.0	0.001	0.007	0.004	0.411	370635	57.2	0.186	14	382.7	478.8	20.6	1.353	108683	33664	pg1610_o2nofp.cx10a_c32r128
2002002	0	1720	13.5	8413.8	801.9	0.001	0.007	0.004	0.410	367875	57.6	0.184	14	382.7	478.8	16.4	2.629	108782	27770	pg1611_o2nofp.cx10a_c32r128
2019182	0	1692	13.6	8456.9	807.1	0.001	0.007	0.004	0.409	379263	57.1	0.188	14	382.7	478.8	93.2	1.769	110226	25872	pg176_o2nofp.cx10a_c32r128
2027369	0	1723	13.8	8487.2	809.4	0.001	0.007	0.004	0.409	381907	57.5	0.188	14	382.7	478.8	96.9	0.727	109497	35764	pg177_o2nofp.cx10a_c32r128
2117522	0	1751	14.1	8835.5	844.3	0.001	0.007	0.004	0.408	355213	59.1	0.168	13	382.7	478.8	95.5	1.424	114177	49846	pg180_o2nofp.cx10b_c32r128
2055498	0	1766	14.2	8684.8	828.4	0.001	0.007	0.004	0.413	358082	57.5	0.174	13	382.7	478.8	96.8	1.358	113378	32877	pg180_o2nofp.cx10c_c32r128
2082249	0	1789	14.3	8776.0	839.2	0.001	0.007	0.004	0.413	358120	57.8	0.172	13	382.7	478.8	96.6	2.442	113455	31965	pg180_o2nofp.cx10d_c32r128
2073613	0	1742	13.9	8657.6	825.3	0.001	0.007	0.004	0.408	355147	57.7	0.171	13	382.7	478.8	96.6	1.418	113475	34861	pg181_o2nofp.cx10b_c32r128
2124270	0	1791	14.4	8899.2	848.7	0.001	0.007	0.004	0.409	360199	59.2	0.170	13	382.7	478.8	96.7	1.389	114252	52044	pg181_o2nofp.cx10b_walsize_c32r128
2057613	0	1729	13.8	8684.7	825.9	0.001	0.007	0.004	0.411	356204	57.5	0.173	13	382.7	478.8	95.3	1.942	113377	28868	pg181_o2nofp.cx10c_c32r128
2083333	0	1768	14.2	8743.4	832.8	0.001	0.007	0.004	0.409	357920	58.1	0.172	13	382.7	478.8	96.8	2.097	113777	26671	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
115.6	1099.9	82.24	3.683	0.165	7.078	10177.3	847333	1632.6	11.45	1.856	87.07	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	19.93	93.38		pg1222_o2nofp.cx10a_c32r128
485.3	4559.2	400.7	12.52	0.181	9.271	7963.5	833440	2802.0	19.11	1.796	105.5	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	15.89	93.33		pg1322_o2nofp.cx10a_c32r128
211.9	1750.0	68.21	11.87	0.175	6.902	7903.1	836203	1807.7	15.07	1.702	106.6	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.74	92.66		pg1323_o2nofp.cx10a_c32r128
861.9	7092.2	131.8	12.95	0.153	9.139	7749.0	814437	1539.7	14.32	1.922	106.5	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	16.66	93.50		pg1419_o2nofp.cx10a_c32r128
873.5	7267.9	167.3	11.89	0.171	6.833	7708.8	815377	1483.6	13.05	1.962	107.1	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	16.80	93.81		pg1420_o2nofp.cx10a_c32r128
810.9	6522.0	41.89	6.055	0.156	7.383	7643.0	814816	1051.9	10.13	2.096	107.7	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	17.36	93.46		pg1514_o2nofp.cx10a_c32r128
797.5	6373.6	37.95	7.970	0.147	5.597	7701.2	815499	1065.5	10.25	1.786	107.0	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	15.18	93.63		pg1515_o2nofp.cx10a_c32r128
922.6	7515.4	164.6	9.048	0.152	7.404	7745.6	823239	1627.4	14.42	1.987	107.2	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	16.93	93.73		pg1610_o2nofp.cx10a_c32r128
850.3	6796.2	62.01	6.617	0.130	7.044	7749.3	823189	1168.1	11.20	2.108	107.3	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	18.15	94.09		pg1611_o2nofp.cx10a_c32r128
1037.0	8520.4	298.6	10.67	0.141	7.212	7985.7	833698	2275.7	17.19	1.965	105.5	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	17.30	93.69		pg176_o2nofp.cx10a_c32r128
849.5	7022.8	77.74	11.98	0.163	6.721	7811.4	830916	1190.5	11.12	2.171	107.6	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	18.70	93.79		pg177_o2nofp.cx10a_c32r128
975.8	8147.9	216.9	15.36	0.121	6.529	8218.5	869944	1952.3	16.26	1.397	106.8	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	13.18	93.07		pg180_o2nofp.cx10b_c32r128
769.2	6351.3	119.2	8.194	0.162	8.521	8007.2	851602	1515.6	13.49	1.398	107.4	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.27	93.27		pg180_o2nofp.cx10c_c32r128
900.0	7399.7	43.68	5.840	0.203	5.893	8027.9	860608	1072.3	9.986	2.018	108.0	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	18.40	93.38		pg180_o2nofp.cx10d_c32r128
844.6	6976.2	78.61	8.431	0.150	6.672	7964.9	847424	1274.8	11.85	2.395	107.5	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	20.92	93.36		pg181_o2nofp.cx10b_c32r128
889.0	7487.8	137.5	9.195	0.140	8.750	8176.0	871935	1452.1	13.00	1.904	107.7	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	17.39	93.67		pg181_o2nofp.cx10b_walsize_c32r128
829.4	6949.7	230.7	11.26	0.147	7.292	8036.0	850488	1836.4	14.66	1.871	106.8	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	16.77	93.56		pg181_o2nofp.cx10c_c32r128
825.5	6805.0	42.51	7.664	0.148	7.031	8003.6	854110	1084.2	10.17	2.439	107.7	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	21.45	93.51		pg181_o2nofp.cx10d_c32r128

l.x

l.x: create secondary indexes.

Average throughput:

Image

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2147075	0	10892	684.1	10874.2	860.0	0.005	0.326	0.005	0.410	180712	18.5	0.084	4	768.8	864.8	50.2	0.076	NA	NA	pg1222_o2nofp.cx10a_c32r128
2791347	0	14149	889.4	7198.9	796.2	0.005	0.326	0.003	0.292	154017	21.7	0.055	4	768.4	864.5	42.3	0.024	NA	NA	pg1322_o2nofp.cx10a_c32r128
2735978	0	13859	871.3	7189.3	786.1	0.005	0.326	0.003	0.294	151779	21.5	0.055	4	768.4	864.5	42.4	0.012	NA	NA	pg1323_o2nofp.cx10a_c32r128
2758621	0	13960	877.5	7139.3	790.5	0.005	0.326	0.003	0.293	152378	21.5	0.055	4	768.4	864.5	41.9	0.020	NA	NA	pg1419_o2nofp.cx10a_c32r128
2793296	0	14150	889.6	7250.1	802.9	0.005	0.326	0.003	0.294	153521	21.4	0.055	4	768.4	863.6	43.6	0.011	NA	NA	pg1420_o2nofp.cx10a_c32r128
2633311	0	14601	927.1	7682.3	845.0	0.006	0.361	0.003	0.329	148653	20.3	0.056	4	768.4	864.5	50.4	0.009	NA	NA	pg1514_o2nofp.cx10a_c32r128
2647254	0	14701	933.5	7686.3	844.8	0.006	0.361	0.003	0.327	147306	20.2	0.056	4	768.4	864.5	52.3	0.009	NA	NA	pg1515_o2nofp.cx10a_c32r128
2814919	0	14174	895.9	7325.5	807.2	0.005	0.326	0.003	0.294	156305	21.1	0.056	4	768.4	864.5	33.2	0.003	NA	NA	pg1610_o2nofp.cx10a_c32r128
2791347	0	14091	889.6	7391.2	803.2	0.005	0.326	0.003	0.295	154340	20.9	0.055	4	768.4	864.5	30.7	0.008	NA	NA	pg1611_o2nofp.cx10a_c32r128
3361345	0	10973	1068.3	8747.4	968.5	0.003	0.325	0.003	0.295	90681	23.4	0.027	3	768.4	863.7	32.7	0.003	NA	NA	pg176_o2nofp.cx10a_c32r128
3341688	0	10927	1063.8	8618.3	956.0	0.003	0.326	0.003	0.293	87188	23.3	0.026	3	768.4	863.9	31.5	0.133	NA	NA	pg177_o2nofp.cx10a_c32r128
3454232	0	11305	1100.4	8923.4	990.4	0.003	0.326	0.003	0.294	89741	24.2	0.026	3	768.4	863.7	31.8	0.149	NA	NA	pg180_o2nofp.cx10b_c32r128
3327787	0	11185	1059.3	8552.0	948.2	0.003	0.326	0.003	0.292	91678	23.4	0.028	3	768.4	863.7	56.0	0.030	NA	NA	pg180_o2nofp.cx10c_c32r128
3633061	0	12138	1155.6	9057.9	1030.7	0.003	0.326	0.002	0.291	115928	25.8	0.032	3	768.4	863.7	30.5	0.053	NA	NA	pg180_o2nofp.cx10d_c32r128
3319502	0	10833	1055.0	8557.4	948.8	0.003	0.325	0.003	0.293	87846	23.1	0.026	3	768.4	863.7	21.6	0.003	NA	NA	pg181_o2nofp.cx10b_c32r128
3395586	0	11108	1081.9	8712.0	969.2	0.003	0.326	0.003	0.292	88899	23.6	0.026	3	768.4	864.5	37.8	0.243	NA	NA	pg181_o2nofp.cx10b_walsize_c32r128
3289474	0	11062	1046.3	8535.4	942.3	0.003	0.326	0.003	0.293	90724	23.2	0.028	3	768.4	863.7	54.7	0.077	NA	NA	pg181_o2nofp.cx10c_c32r128
3623188	0	12115	1150.5	9314.7	1040.9	0.003	0.325	0.003	0.294	115387	25.7	0.032	3	768.4	863.7	32.9	0.003	NA	NA	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
5368.8	327116	344.1	2.535	0.325	62.67	10372.3	889128	2650.3	14.99	4.077	102.4	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	32.08	94.54		pg1222_o2nofp.cx10a_c32r128
6711.7	426651	50.81	0.373	0.359	64.72	6615.0	817041	1020.4	11.47	6.329	124.1	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	43.41	92.30		pg1322_o2nofp.cx10a_c32r128
6650.9	417855	178.2	1.209	0.354	64.11	6674.8	809798	1740.2	14.49	6.074	122.3	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	41.94	94.00		pg1323_o2nofp.cx10a_c32r128
6821.3	424419	241.1	1.677	0.350	63.81	6683.4	813804	1549.5	13.08	5.762	122.2	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	40.16	92.89		pg1419_o2nofp.cx10a_c32r128
6730.5	429305	82.96	0.576	0.355	64.67	6664.2	824720	1233.5	13.43	6.249	123.8	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	43.56	93.61		pg1420_o2nofp.cx10a_c32r128
7170.8	448821	191.2	1.045	0.374	65.72	7271.5	872069	2096.2	13.28	6.519	122.3	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	51.60	89.30		pg1514_o2nofp.cx10a_c32r128
7372.6	466859	260.7	1.152	0.377	65.90	7234.8	871172	1967.5	13.70	6.566	121.8	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	51.66	89.30		pg1515_o2nofp.cx10a_c32r128
6721.2	427089	127.1	0.928	0.358	65.22	6939.3	829800	1183.9	10.45	6.106	122.1	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	44.02	89.44		pg1610_o2nofp.cx10a_c32r128
6950.4	432685	239.9	1.145	0.356	64.61	7246.6	829694	1938.5	13.52	6.037	119.7	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	44.72	90.72		pg1611_o2nofp.cx10a_c32r128
5314.7	519151	450.5	2.137	0.442	90.04	8390.1	996052	1424.1	9.847	6.096	120.7	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	51.73	94.76		pg176_o2nofp.cx10a_c32r128
5351.0	519017	534.5	1.883	0.447	90.11	8342.3	986718	2235.5	13.37	6.523	120.9	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	54.58	94.45		pg177_o2nofp.cx10a_c32r128
5736.2	539458	640.4	3.464	0.427	89.16	9060.4	1026965	3070.1	14.76	4.947	118.7	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	44.04	93.11		pg180_o2nofp.cx10b_c32r128
5474.1	519559	392.2	1.788	0.443	88.11	8365.8	979093	2214.8	12.17	6.134	120.1	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	51.17	91.69		pg180_o2nofp.cx10c_c32r128
5855.1	552756	326.3	1.242	0.428	85.05	8743.5	1062558	2100.1	10.94	6.126	122.3	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	56.92	95.42		pg180_o2nofp.cx10d_c32r128
5349.4	516377	525.7	2.601	0.441	89.35	8682.5	981762	2424.2	13.03	6.206	119.2	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	52.44	93.69		pg181_o2nofp.cx10b_c32r128
5398.3	521237	498.3	2.059	0.423	89.75	8617.6	1002432	2586.6	12.59	5.559	120.2	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	47.15	92.28		pg181_o2nofp.cx10b_walsize_c32r128
5428.0	520230	304.5	1.541	0.448	88.19	8209.9	972038	2102.6	12.09	6.467	121.3	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	52.45	92.56		pg181_o2nofp.cx10c_c32r128
6079.5	573231	344.5	1.351	0.446	85.72	8954.8	1073777	2318.9	13.70	6.444	121.6	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	60.85	95.99		pg181_o2nofp.cx10d_c32r128

l.i1

l.i1: continue load after secondary indexes created with 50 inserts per transaction. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12822.87657.73619.1780.0850.1240.0015.877
pg1322_o2nofp.cx10a_c32r12821.68058.00420.1080.0990.108nonzero5.144
pg1323_o2nofp.cx10a_c32r12819.45155.79724.5380.1180.095nonzero5.523
pg1419_o2nofp.cx10a_c32r12819.31861.66418.7700.1120.136nonzero5.394
pg1420_o2nofp.cx10a_c32r12819.99759.69220.1040.0950.111nonzero4.978
pg1514_o2nofp.cx10a_c32r12818.67462.70818.3920.1130.1130.0014.659
pg1515_o2nofp.cx10a_c32r12819.37560.51619.8730.1170.1183.629
pg1610_o2nofp.cx10a_c32r12818.50062.40818.8990.0830.111nonzero4.024
pg1611_o2nofp.cx10a_c32r12818.92161.47819.4130.0750.1120.0016.370
pg176_o2nofp.cx10a_c32r12818.39563.00018.4160.0910.0973.771
pg177_o2nofp.cx10a_c32r12818.03462.82118.9620.0680.1153.726
pg180_o2nofp.cx10b_c32r12818.99862.94917.8600.0730.120nonzero4.078
pg180_o2nofp.cx10c_c32r12817.19663.71018.9120.0760.1050.0026.355
pg180_o2nofp.cx10d_c32r12818.09364.27317.4640.0610.1093.213
pg181_o2nofp.cx10b_c32r12817.82463.74818.2470.0710.1093.704
pg181_o2nofp.cx10b_walsize_c32r12817.84264.35717.6060.0740.120nonzero4.779
pg181_o2nofp.cx10c_c32r12817.00163.19119.6100.0880.108nonzero0.00119.504
pg181_o2nofp.cx10d_c32r12817.50763.03119.2880.0750.0993.354

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1282.68010.08630.73151.7634.6620.0260.0523.195
pg1322_o2nofp.cx10a_c32r1282.2679.62130.02852.2055.7900.0350.0552.483
pg1323_o2nofp.cx10a_c32r1282.37012.83430.92847.0006.7640.0550.0492.995
pg1419_o2nofp.cx10a_c32r1282.6149.95030.47653.1043.7600.0380.0583.882
pg1420_o2nofp.cx10a_c32r1282.3259.03825.23057.9525.3550.0390.0602.373
pg1514_o2nofp.cx10a_c32r1282.54010.01129.70153.7423.9100.0360.0603.351
pg1515_o2nofp.cx10a_c32r1282.5319.40323.18059.3185.4620.0460.0602.908
pg1610_o2nofp.cx10a_c32r1282.5438.59726.09357.9784.7000.0370.0522.460
pg1611_o2nofp.cx10a_c32r1282.2237.78521.62762.0776.1880.0340.0653.093
pg176_o2nofp.cx10a_c32r1282.4769.09222.36760.7385.2350.0410.0513.424
pg177_o2nofp.cx10a_c32r1282.4488.46522.13661.3935.4700.0230.0662.375
pg180_o2nofp.cx10b_c32r1282.4898.64720.64262.6235.5080.0280.0633.157
pg180_o2nofp.cx10c_c32r1282.3678.54526.80456.9595.2380.0320.0562.594
pg180_o2nofp.cx10d_c32r1282.5079.12526.94856.7474.5990.0240.0502.550
pg181_o2nofp.cx10b_c32r1282.3788.48525.99557.8345.2180.0320.0572.344
pg181_o2nofp.cx10b_walsize_c32r1282.3298.57625.01058.8595.1350.0310.0592.480
pg181_o2nofp.cx10c_c32r1282.3858.87826.00856.9085.7220.0410.0572.448
pg181_o2nofp.cx10d_c32r1282.4908.92726.16556.9175.4130.0350.0532.599

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
22529	0	28467	225.7	32764.7	717.3	1.264	10.258	1.454	32.602	81793	29.8	3.631	635	781.9	879.1	83.4	5.877	1049	0	pg1222_o2nofp.cx10a_c32r128
21816	0	27796	230.1	32458.1	719.3	1.274	10.802	1.488	33.764	79564	29.6	3.647	651	781.5	910.2	3.3	5.144	1049	0	pg1322_o2nofp.cx10a_c32r128
20450	0	26684	250.7	31136.4	703.6	1.305	12.555	1.523	35.233	76294	27.8	3.731	653	781.3	941.0	3.3	5.523	949	0	pg1323_o2nofp.cx10a_c32r128
22210	0	28040	223.5	32637.6	727.7	1.262	10.306	1.470	33.552	81593	28.9	3.674	625	781.5	917.1	1.8	5.394	1099	0	pg1419_o2nofp.cx10a_c32r128
22051	0	27883	223.1	32376.4	723.4	1.264	10.363	1.468	33.593	79608	30.8	3.610	670	781.5	918.6	1.8	4.978	1050	0	pg1420_o2nofp.cx10a_c32r128
22618	0	28538	227.1	33160.9	731.3	1.262	10.282	1.466	33.111	82925	28.9	3.666	613	781.5	934.1	1.8	4.659	1099	0	pg1514_o2nofp.cx10a_c32r128
22087	0	28008	224.5	32052.8	721.4	1.268	10.406	1.451	33.445	81204	31.5	3.677	685	781.5	907.1	1.8	3.629	1049	0	pg1515_o2nofp.cx10a_c32r128
22428	0	28387	226.4	32633.5	727.4	1.266	10.337	1.455	33.212	79091	30.1	3.526	644	781.5	877.6	2.5	4.024	1099	0	pg1610_o2nofp.cx10a_c32r128
22057	0	28003	224.0	32258.8	718.8	1.270	10.401	1.463	33.371	77491	32.1	3.513	699	781.5	877.6	2.1	6.370	1099	0	pg1611_o2nofp.cx10a_c32r128
22554	0	28601	229.3	33500.0	736.5	1.268	10.409	1.485	33.437	79346	30.5	3.518	649	781.5	880.1	85.3	3.771	1099	0	pg176_o2nofp.cx10a_c32r128
22415	0	28352	226.2	32701.9	727.1	1.265	10.335	1.459	33.218	78485	31.0	3.501	664	781.5	877.6	76.8	3.726	1099	0	pg177_o2nofp.cx10a_c32r128
22637	0	28697	229.5	33466.2	742.0	1.268	10.383	1.478	33.566	80347	32.0	3.549	679	781.5	918.4	81.8	4.078	1099	0	pg180_o2nofp.cx10b_c32r128
22334	0	28234	224.9	32716.9	724.6	1.264	10.309	1.465	33.222	78347	29.9	3.508	643	781.5	877.6	78.7	6.355	1099	0	pg180_o2nofp.cx10c_c32r128
22896	0	28886	229.4	33706.6	737.7	1.262	10.259	1.472	32.993	80409	29.6	3.512	621	781.5	877.6	80.9	3.213	1099	0	pg180_o2nofp.cx10d_c32r128
22516	0	28523	226.9	33601.6	731.6	1.267	10.317	1.492	33.272	78927	31.0	3.505	661	781.5	877.6	82.1	3.704	1099	0	pg181_o2nofp.cx10b_c32r128
22586	0	28624	228.8	33310.0	738.6	1.267	10.375	1.475	33.487	79814	31.1	3.534	661	781.5	924.1	79.1	4.779	1099	0	pg181_o2nofp.cx10b_walsize_c32r128
22008	0	27866	222.3	32318.1	713.3	1.266	10.342	1.468	33.191	77106	29.7	3.503	648	781.5	877.6	78.7	19.504	1049	0	pg181_o2nofp.cx10c_c32r128
22278	0	28260	226.4	32991.6	726.5	1.269	10.405	1.481	33.393	78450	29.9	3.521	644	781.5	877.6	83.9	3.354	1099	0	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
15812.7	124189	1579.0	9.669	0.108	7.825	40251.1	772968	2136.6	5.426	0.218	21.54	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	10.62	89.41		pg1222_o2nofp.cx10a_c32r128
15354.3	125888	1501.4	9.272	0.114	8.300	39492.6	773960	2307.5	6.131	0.251	22.06	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.94	89.22		pg1322_o2nofp.cx10a_c32r128
14932.9	137064	1696.7	9.893	0.119	9.337	37535.1	757474	2846.2	6.917	0.265	22.37	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.94	87.92		pg1323_o2nofp.cx10a_c32r128
15866.3	124812	1623.2	9.445	0.112	7.839	40641.7	785878	2174.7	5.592	0.249	21.87	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.04	89.03		pg1419_o2nofp.cx10a_c32r128
15546.5	123175	1483.2	9.251	0.113	7.913	39927.3	778170	1809.4	4.668	0.273	22.10	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.86	89.86		pg1420_o2nofp.cx10a_c32r128
16102.8	127423	1863.5	9.838	0.112	7.888	40827.2	791321	2943.0	6.537	0.238	21.77	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.74	89.33		pg1514_o2nofp.cx10a_c32r128
15707.9	124159	1525.1	9.085	0.114	7.919	39699.2	777437	2038.6	5.001	0.271	21.17	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.80	89.52		pg1515_o2nofp.cx10a_c32r128
15637.6	124480	1531.2	9.392	0.111	7.948	39530.8	781317	2218.2	5.888	0.251	22.64	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.90	88.82		pg1610_o2nofp.cx10a_c32r128
15347.6	122745	1513.3	9.471	0.113	7.997	39282.4	771126	1749.0	4.689	0.267	22.23	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.58	88.99		pg1611_o2nofp.cx10a_c32r128
15717.2	126120	1635.2	9.516	0.113	8.011	39867.3	791586	2992.6	7.229	0.250	22.39	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.93	89.64		pg176_o2nofp.cx10a_c32r128
15476.4	123347	1479.7	9.248	0.114	7.958	39647.4	779361	1749.0	4.711	0.279	22.23	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	13.07	89.35		pg177_o2nofp.cx10a_c32r128
15901.8	126305	1626.5	9.428	0.108	7.940	40830.5	797633	2086.5	5.210	0.208	21.14	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	10.39	88.58		pg180_o2nofp.cx10b_c32r128
15522.3	123713	1573.4	9.486	0.112	7.950	39013.5	777273	2532.1	6.634	0.233	22.55	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.16	88.08		pg180_o2nofp.cx10c_c32r128
15926.9	126732	1691.1	9.568	0.113	7.931	40321.4	792865	2748.3	6.480	0.238	22.10	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.64	89.43		pg180_o2nofp.cx10d_c32r128
15591.5	123926	1498.2	9.120	0.113	7.935	39940.0	783728	2307.6	5.788	0.263	21.47	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.57	89.46		pg181_o2nofp.cx10b_c32r128
15781.1	125765	1578.6	9.420	0.109	7.958	40664.8	792423	1670.1	4.308	0.220	21.28	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	10.91	89.07		pg181_o2nofp.cx10b_walsize_c32r128
15121.6	121113	1544.6	9.481	0.113	8.028	38251.0	764430	2559.7	6.682	0.275	22.63	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.48	88.01		pg181_o2nofp.cx10c_c32r128
15526.6	124650	1590.8	9.496	0.114	8.007	39278.7	778922	2466.1	6.348	0.273	22.25	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.67	89.19		pg181_o2nofp.cx10d_c32r128

l.i2

l.i2: continue load after secondary indexes created with 5 inserts per transaction. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r128nonzero38.45560.8170.2620.2770.0450.1010.043nonzero4.410
pg1322_o2nofp.cx10a_c32r1280.09637.65061.5750.2590.3350.0230.0410.0223.693
pg1323_o2nofp.cx10a_c32r1280.12442.87655.6470.3290.9310.0330.0500.010nonzero4.482
pg1419_o2nofp.cx10a_c32r1280.10034.27064.8650.3070.3180.0340.0720.033nonzero5.278
pg1420_o2nofp.cx10a_c32r1280.00431.34767.9510.3080.2190.0420.0990.030nonzero5.714
pg1514_o2nofp.cx10a_c32r1280.16631.73266.8620.4100.7000.0350.0660.028nonzero5.723
pg1515_o2nofp.cx10a_c32r1280.19837.09861.7320.3300.5480.0250.0480.021nonzero4.810
pg1610_o2nofp.cx10a_c32r1280.13934.58864.7300.0660.3770.0260.0540.0190.0015.782
pg1611_o2nofp.cx10a_c32r1280.05736.23263.2930.0470.2660.0230.0580.023nonzero4.646
pg176_o2nofp.cx10a_c32r1280.19439.29659.7980.0870.5470.0200.0380.0210.0015.914
pg177_o2nofp.cx10a_c32r1280.04233.70865.6200.1150.3830.0310.0690.032nonzero5.933
pg180_o2nofp.cx10b_c32r1280.08837.30462.0590.1370.3090.0250.0510.026nonzero4.508
pg180_o2nofp.cx10c_c32r1280.01936.04463.2780.1330.3830.0330.0700.039nonzero4.730
pg180_o2nofp.cx10d_c32r1280.01436.18963.1650.1370.3540.0310.0740.0340.0016.884
pg181_o2nofp.cx10b_c32r1280.03038.32961.3370.0480.1680.0220.0490.0183.923
pg181_o2nofp.cx10b_walsize_c32r128nonzero36.81562.8930.0630.1220.0260.0580.023nonzero4.672
pg181_o2nofp.cx10c_c32r1280.14337.89561.1550.1250.6130.0170.0290.0220.0016.938
pg181_o2nofp.cx10d_c32r128nonzero37.61862.1730.0240.0890.0230.0520.0203.749

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1288.44391.5530.0020.0020.0012.114
pg1322_o2nofp.cx10a_c32r1280.2612.5293.34410.67683.1860.0020.001nonzero2.152
pg1323_o2nofp.cx10a_c32r1280.0672.59715.04626.01456.2660.0030.006nonzero1.422
pg1419_o2nofp.cx10a_c32r1280.0721.5622.1162.96993.2760.0020.0010.0012.898
pg1420_o2nofp.cx10a_c32r1280.0441.1570.0176.78291.9950.0030.002nonzero2.767
pg1514_o2nofp.cx10a_c32r1280.3796.2663.6130.63089.1080.0030.001nonzero3.339
pg1515_o2nofp.cx10a_c32r1280.1794.9505.5442.55686.7640.0030.003nonzero3.166
pg1610_o2nofp.cx10a_c32r1280.1693.4022.5780.21593.6300.0040.002nonzerononzero4.004
pg1611_o2nofp.cx10a_c32r1280.1092.4081.2360.11296.1300.0040.001nonzero2.276
pg176_o2nofp.cx10a_c32r1280.2634.5445.4280.09189.6680.0030.002nonzero2.706
pg177_o2nofp.cx10a_c32r1280.1862.3351.4380.20895.8300.0020.0010.0013.436
pg180_o2nofp.cx10b_c32r1280.2013.3860.8530.18695.3680.0030.002nonzero2.062
pg180_o2nofp.cx10c_c32r1280.1812.4680.0290.17497.1420.0030.0020.0012.253
pg180_o2nofp.cx10d_c32r1280.1882.4391.8070.18095.3790.0040.003nonzero2.608
pg181_o2nofp.cx10b_c32r1280.0150.8422.7940.42995.9150.0030.0010.0012.399
pg181_o2nofp.cx10b_walsize_c32r1280.82399.1740.0020.001nonzero2.369
pg181_o2nofp.cx10c_c32r1280.1836.1416.3280.14487.1940.0070.0030.001nonzero4.334
pg181_o2nofp.cx10d_c32r1280.07799.9210.0010.001nonzero3.110

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3184	0	3917	31.2	6237.0	97.9	1.230	10.023	1.959	31.497	26400	31.5	8.292	4749	785.2	881.3	84.1	4.410	265	0	pg1222_o2nofp.cx10a_c32r128
2778	0	3512	36.3	5208.7	85.1	1.264	13.398	1.875	31.363	23041	29.6	8.295	5115	784.7	880.7	7.7	3.693	235	55	pg1322_o2nofp.cx10a_c32r128
3372	0	4102	43.9	6308.6	107.1	1.216	13.334	1.871	32.520	27038	23.9	8.018	3402	784.2	880.2	7.8	4.482	265	125	pg1323_o2nofp.cx10a_c32r128
3141	0	3870	33.7	5811.0	90.9	1.232	10.983	1.850	29.622	26191	30.9	8.339	4723	784.8	880.9	3.5	5.278	145	65	pg1419_o2nofp.cx10a_c32r128
2869	0	3582	31.3	5623.7	86.7	1.249	11.171	1.960	30.939	24162	29.2	8.423	4886	784.9	880.9	3.7	5.714	135	70	pg1420_o2nofp.cx10a_c32r128
2799	0	3750	43.2	6025.8	97.2	1.340	15.811	2.153	35.575	23345	24.8	8.341	4253	784.8	880.8	39.7	5.723	135	90	pg1514_o2nofp.cx10a_c32r128
2896	0	3650	37.3	5703.6	90.9	1.260	13.201	1.969	32.157	23768	26.4	8.207	4376	784.8	880.8	35.5	4.810	145	80	pg1515_o2nofp.cx10a_c32r128
2483	0	3142	29.6	4995.0	80.1	1.265	12.223	2.012	33.019	20403	27.8	8.217	5374	784.8	880.8	34.8	5.782	225	55	pg1610_o2nofp.cx10a_c32r128
2597	0	3292	31.1	5103.3	82.1	1.267	12.269	1.965	32.371	21414	29.4	8.244	5433	784.8	880.9	3.9	4.646	125	80	pg1611_o2nofp.cx10a_c32r128
2541	0	3293	33.3	5113.4	82.2	1.296	13.428	2.012	33.108	19238	26.4	7.570	4987	784.7	880.8	86.8	5.914	120	80	pg176_o2nofp.cx10a_c32r128
2437	0	3185	32.7	5175.5	82.1	1.307	13.725	2.124	34.513	18779	25.4	7.707	5004	784.8	880.9	80.9	5.933	215	40	pg177_o2nofp.cx10a_c32r128
2572	0	3376	32.7	5223.0	82.4	1.313	13.026	2.031	32.806	19506	27.3	7.584	5095	784.8	880.9	86.5	4.508	135	55	pg180_o2nofp.cx10b_c32r128
2562	0	3373	33.3	5462.2	87.4	1.317	13.327	2.132	34.928	20171	26.8	7.873	5021	784.8	880.9	79.8	4.730	130	70	pg180_o2nofp.cx10c_c32r128
2560	0	3428	36.4	5457.1	89.4	1.339	14.569	2.132	35.752	20528	27.4	8.019	5138	784.8	880.8	82.3	6.884	230	0	pg180_o2nofp.cx10d_c32r128
2486	0	3070	26.4	4602.2	73.3	1.235	10.872	1.851	30.206	18816	30.5	7.570	5890	784.8	880.8	72.4	3.923	115	100	pg181_o2nofp.cx10b_c32r128
2683	0	3285	26.1	5053.7	78.0	1.224	9.981	1.884	29.756	20372	30.9	7.594	5529	784.8	880.9	81.9	4.672	225	45	pg181_o2nofp.cx10b_walsize_c32r128
2594	0	3406	35.9	5245.8	86.6	1.313	14.161	2.023	34.178	20079	26.7	7.742	4941	784.6	880.6	80.5	6.938	130	100	pg181_o2nofp.cx10c_c32r128
2431	0	2975	23.6	4550.7	72.7	1.224	9.963	1.872	30.626	18533	33.3	7.624	6576	784.9	880.9	77.7	3.749	120	100	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
1012.6	7792.4	75.02	5.857	0.083	7.892	7413.3	105641	170.8	2.045	0.044	14.79	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.480	66.88		pg1222_o2nofp.cx10a_c32r128
890.8	11996.2	64.18	5.874	0.086	9.592	6189.5	91718.6	172.8	2.062	0.047	16.07	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.449	63.40		pg1322_o2nofp.cx10a_c32r128
1316.3	15888.4	110.9	8.296	0.087	8.866	7630.6	115673	185.1	2.569	0.050	15.42	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.806	60.61		pg1323_o2nofp.cx10a_c32r128
1024.5	9596.7	80.78	7.335	0.083	8.131	7165.3	99152.1	179.8	2.119	0.051	14.49	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.477	67.07		pg1419_o2nofp.cx10a_c32r128
936.8	8922.3	65.87	7.427	0.084	8.307	6836.5	94266.2	174.3	2.658	0.048	14.69	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.438	63.63		pg1420_o2nofp.cx10a_c32r128
1200.4	17479.6	88.78	10.98	0.089	9.812	7287.0	105185	148.4	2.110	0.054	14.50	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.653	57.04		pg1514_o2nofp.cx10a_c32r128
1043.1	12992.7	82.08	8.519	0.086	8.870	6932.6	98680.9	164.5	2.488	0.053	15.26	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.554	60.09		pg1515_o2nofp.cx10a_c32r128
816.5	9138.7	79.72	10.83	0.084	8.511	6007.7	86737.6	176.5	3.526	0.048	15.47	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.434	56.61		pg1610_o2nofp.cx10a_c32r128
842.1	9521.0	88.64	12.10	0.085	8.508	6260.4	89281.1	145.7	2.284	0.051	15.41	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.459	61.59		pg1611_o2nofp.cx10a_c32r128
920.7	11455.1	90.36	12.95	0.085	8.535	6211.3	89148.9	158.9	2.527	0.052	14.73	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.484	57.03		pg176_o2nofp.cx10a_c32r128
911.6	11670.3	80.42	13.00	0.086	9.054	6300.8	89003.3	107.6	1.753	0.051	15.40	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.486	55.75		pg177_o2nofp.cx10a_c32r128
913.6	10676.7	77.86	10.63	0.084	8.564	6255.3	89331.2	208.4	3.279	0.049	15.13	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.467	58.15		pg180_o2nofp.cx10b_c32r128
958.6	11044.0	88.14	12.45	0.085	8.331	6683.1	94852.9	132.2	1.768	0.057	14.65	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.534	58.62		pg180_o2nofp.cx10c_c32r128
978.2	12608.6	83.26	11.99	0.086	8.545	6588.5	96723.8	172.7	2.919	0.053	15.97	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.572	56.79		pg180_o2nofp.cx10d_c32r128
707.7	6592.0	71.94	9.446	0.082	8.051	5601.2	79593.7	144.3	3.055	0.053	16.23	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.372	60.42		pg181_o2nofp.cx10b_c32r128
775.0	5986.9	72.67	9.118	0.081	7.830	6095.1	84646.0	164.8	2.419	0.043	14.74	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.346	61.94		pg181_o2nofp.cx10b_walsize_c32r128
973.3	12900.4	99.29	11.52	0.086	8.687	6325.3	93626.4	167.6	2.814	0.051	16.18	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.554	56.66		pg181_o2nofp.cx10c_c32r128
631.5	4864.1	68.77	8.391	0.081	7.791	5422.0	78566.4	165.3	2.706	0.045	16.36	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.329	59.36		pg181_o2nofp.cx10d_c32r128

qr100.L1

qr100.L1: range queries with 100 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzerononzerononzero0.601
pg1322_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzerononzerononzero0.930
pg1323_o2nofp.cx10a_c32r12899.9950.0050.001nonzerononzerononzerononzero0.732
pg1419_o2nofp.cx10a_c32r12899.9960.0040.001nonzerononzerononzerononzero0.772
pg1420_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzerononzerononzero0.271
pg1514_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzerononzerononzero0.258
pg1515_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzero0.083
pg1610_o2nofp.cx10a_c32r12899.9960.0040.001nonzerononzerononzerononzero0.331
pg1611_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzerononzerononzero0.804
pg176_o2nofp.cx10a_c32r12899.9960.0030.001nonzerononzerononzero0.120
pg177_o2nofp.cx10a_c32r12899.9950.0040.001nonzerononzerononzerononzero0.353
pg180_o2nofp.cx10b_c32r12899.9960.0040.001nonzerononzerononzerononzerononzero1.121
pg180_o2nofp.cx10c_c32r12899.9960.0040.001nonzerononzerononzerononzero0.553
pg180_o2nofp.cx10d_c32r12899.9950.0040.001nonzerononzerononzerononzero0.590
pg181_o2nofp.cx10b_c32r12899.9950.0040.001nonzerononzerononzerononzero0.809
pg181_o2nofp.cx10b_walsize_c32r12899.9950.0040.001nonzerononzerononzerononzero0.707
pg181_o2nofp.cx10c_c32r12899.9950.0040.001nonzerononzerononzerononzero0.487
pg181_o2nofp.cx10d_c32r12899.9960.0040.001nonzerononzerononzerononzero0.440

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12890.9448.8030.1200.1250.0081.349
pg1322_o2nofp.cx10a_c32r12892.4207.4080.1210.0510.995
pg1323_o2nofp.cx10a_c32r12893.1876.6150.0680.1300.998
pg1419_o2nofp.cx10a_c32r12892.5537.3040.0630.0790.849
pg1420_o2nofp.cx10a_c32r12891.5568.3070.0810.0560.744
pg1514_o2nofp.cx10a_c32r12892.2407.5750.1120.0670.0061.107
pg1515_o2nofp.cx10a_c32r12890.6109.2420.1090.0380.627
pg1610_o2nofp.cx10a_c32r12899.0940.8340.0420.0280.0011.152
pg1611_o2nofp.cx10a_c32r12898.9450.9470.0500.0580.996
pg176_o2nofp.cx10a_c32r12899.1230.8140.0540.0090.644
pg177_o2nofp.cx10a_c32r12898.4691.4160.0480.0610.0061.116
pg180_o2nofp.cx10b_c32r12898.3081.6010.0370.0530.0011.162
pg180_o2nofp.cx10c_c32r12898.1171.8040.0370.0400.0011.215
pg180_o2nofp.cx10d_c32r12898.8850.9870.0780.0480.0021.397
pg181_o2nofp.cx10b_c32r12898.3261.5200.0990.0530.0011.394
pg181_o2nofp.cx10b_walsize_c32r12898.8651.0100.0460.0780.852
pg181_o2nofp.cx10c_c32r12898.1851.6500.0800.0830.0021.296
pg181_o2nofp.cx10d_c32r12898.6361.1600.0650.1250.0131.329

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12824.11174.7691.1130.0020.0030.0010.457
pg1322_o2nofp.cx10a_c32r12822.02977.2600.6990.0030.0080.0010.568
pg1323_o2nofp.cx10a_c32r12821.68775.9022.4050.0010.0060.765
pg1419_o2nofp.cx10a_c32r12824.39774.7400.8620.0010.285
pg1420_o2nofp.cx10a_c32r12821.05776.5532.3850.0010.0010.0030.430
pg1514_o2nofp.cx10a_c32r12825.47174.0630.4590.0020.0030.0010.281
pg1515_o2nofp.cx10a_c32r12823.32074.8201.8550.0010.0040.197
pg1610_o2nofp.cx10a_c32r12826.33173.3950.2720.0020.017
pg1611_o2nofp.cx10a_c32r12821.18575.2973.5160.0010.0010.220
pg176_o2nofp.cx10a_c32r12822.65273.4223.9230.0010.0010.115
pg177_o2nofp.cx10a_c32r12821.79073.5094.6980.0020.0010.0010.385
pg180_o2nofp.cx10b_c32r12823.00874.4722.5160.0010.0010.0020.514
pg180_o2nofp.cx10c_c32r12824.24974.2611.4830.0030.0010.0020.863
pg180_o2nofp.cx10d_c32r12824.74174.5560.7000.0010.0010.0010.437
pg181_o2nofp.cx10b_c32r12822.55574.9512.4870.0030.0040.198
pg181_o2nofp.cx10b_walsize_c32r12821.91974.3673.7120.0010.0010.728
pg181_o2nofp.cx10c_c32r12823.44174.8151.7430.0010.121
pg181_o2nofp.cx10d_c32r12824.17574.8220.9970.0030.0010.0010.467

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1988	361060	2612	21.0	2501.3	46.3	0.007	0.059	1.258	23.854	1379050	43.8	3.819	58	785.8	881.9	96.8	0.601	18332	17613	pg1222_o2nofp.cx10a_c32r128
1987	365514	2601	20.9	2570.3	47.0	0.007	0.059	1.293	24.223	1396107	43.8	3.820	58	785.1	881.2	94.1	0.930	18195	17501	pg1322_o2nofp.cx10a_c32r128
1987	343541	2595	21.0	2572.3	47.0	0.008	0.062	1.294	24.203	1312310	43.7	3.820	61	784.5	880.5	95.2	0.732	17245	16558	pg1323_o2nofp.cx10a_c32r128
1987	370726	2602	20.9	2574.1	46.9	0.007	0.058	1.296	24.177	1414625	43.8	3.816	57	785.0	881.1	94.6	0.772	18668	17901	pg1419_o2nofp.cx10a_c32r128
1987	346912	2605	20.9	2577.2	47.0	0.008	0.062	1.297	24.193	1325098	43.7	3.820	60	785.1	881.1	95.7	0.271	17197	16414	pg1420_o2nofp.cx10a_c32r128
1987	371771	2596	20.9	2543.7	46.7	0.007	0.057	1.280	24.083	1419999	43.8	3.820	57	785.0	881.0	94.6	0.258	18716	17901	pg1514_o2nofp.cx10a_c32r128
1987	345942	2598	20.9	2558.8	46.9	0.008	0.062	1.288	24.148	1321464	43.7	3.820	61	785.1	881.1	96.2	0.083	17571	16798	pg1515_o2nofp.cx10a_c32r128
1987	366855	2683	21.6	2675.9	47.6	0.007	0.060	1.346	24.526	1400860	43.7	3.819	57	785.0	881.0	93.9	0.331	18476	17694	pg1610_o2nofp.cx10a_c32r128
1987	343245	2683	21.5	2663.9	47.5	0.008	0.064	1.340	24.471	1310599	43.6	3.818	61	785.1	881.1	94.3	0.804	17373	16612	pg1611_o2nofp.cx10a_c32r128
1987	368771	2677	21.5	2689.1	47.7	0.007	0.060	1.354	24.578	1406387	43.7	3.814	57	785.0	881.0	95.3	0.120	18604	17789	pg176_o2nofp.cx10a_c32r128
1987	344865	2687	21.6	2697.4	47.8	0.008	0.064	1.357	24.630	1316668	43.6	3.818	61	785.0	881.1	95.1	0.353	17165	16318	pg177_o2nofp.cx10a_c32r128
1987	366335	2623	21.1	2296.1	45.0	0.007	0.059	1.155	23.172	1398663	43.7	3.818	57	785.0	881.1	95.4	1.121	18322	17485	pg180_o2nofp.cx10b_c32r128
1987	363521	2624	21.0	2322.1	45.2	0.007	0.059	1.168	23.299	1388388	43.7	3.819	58	785.3	881.4	95.3	0.553	18204	17389	pg180_o2nofp.cx10c_c32r128
1987	360003	2623	21.1	2333.7	45.2	0.007	0.060	1.174	23.298	1374832	43.7	3.819	58	785.0	881.1	94.4	0.590	18321	17485	pg180_o2nofp.cx10d_c32r128
1987	341583	2628	21.1	2411.8	45.8	0.008	0.063	1.214	23.592	1304597	43.6	3.819	61	785.0	881.0	96.1	0.809	16932	16111	pg181_o2nofp.cx10b_c32r128
1987	340723	2622	21.1	2309.4	45.0	0.008	0.063	1.162	23.213	1299807	43.6	3.815	61	785.1	881.1	96.2	0.707	17277	16462	pg181_o2nofp.cx10b_walsize_c32r128
1987	342782	2612	20.9	2293.9	45.0	0.008	0.062	1.155	23.185	1308081	43.5	3.816	61	785.1	881.1	95.6	0.487	17219	16410	pg181_o2nofp.cx10c_c32r128
1987	346331	2624	21.1	2405.3	45.7	0.008	0.062	1.211	23.572	1321426	43.6	3.815	60	785.2	881.2	96.0	0.440	17485	16709	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
1314.3	10391.9	76.62	4.669	0.094	7.912	3243.1	51636.0	322.1	19.13	0.072	28.73	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.299	17.62		pg1222_o2nofp.cx10a_c32r128
1290.7	10350.5	93.33	6.332	0.095	8.020	3290.5	51789.4	197.6	11.66	0.071	24.66	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.294	17.06		pg1322_o2nofp.cx10a_c32r128
1263.8	10166.1	93.35	6.405	0.095	8.050	3287.9	51949.9	253.5	14.44	0.073	24.85	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.292	17.54		pg1323_o2nofp.cx10a_c32r128
1298.7	10371.7	89.86	6.028	0.095	7.992	3306.8	51808.5	217.6	13.25	0.073	24.62	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.297	17.18		pg1419_o2nofp.cx10a_c32r128
1300.8	10360.6	83.97	5.584	0.096	7.970	3268.1	51887.2	274.0	15.55	0.077	26.97	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.305	17.34		pg1420_o2nofp.cx10a_c32r128
1269.3	10143.9	95.14	6.479	0.095	7.991	3321.1	51711.3	193.0	12.23	0.075	23.58	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.300	17.63		pg1514_o2nofp.cx10a_c32r128
1299.5	10314.8	87.97	5.807	0.095	7.946	3294.2	52086.9	296.8	15.81	0.070	27.44	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.299	17.11		pg1515_o2nofp.cx10a_c32r128
1308.2	10537.3	83.50	5.829	0.093	8.050	3334.8	51995.8	160.2	9.612	0.073	22.29	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.281	16.94		pg1610_o2nofp.cx10a_c32r128
1286.9	10347.7	84.70	5.948	0.094	8.035	3316.7	52028.4	201.4	11.62	0.082	22.92	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.311	16.93		pg1611_o2nofp.cx10a_c32r128
1271.3	10191.6	67.32	4.705	0.094	8.016	3270.4	52195.0	265.5	16.69	0.074	26.59	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.271	17.19		pg176_o2nofp.cx10a_c32r128
1288.4	10397.1	80.72	5.461	0.095	8.067	3306.6	52247.6	226.7	14.08	0.079	24.56	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.287	17.15		pg177_o2nofp.cx10a_c32r128
1283.9	10353.3	94.42	6.162	0.096	8.068	2999.1	49930.5	270.2	16.10	0.075	26.73	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.282	15.98		pg180_o2nofp.cx10b_c32r128
1279.0	10250.2	91.21	6.074	0.096	8.016	3016.9	50142.6	293.1	17.64	0.097	27.93	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.357	18.39		pg180_o2nofp.cx10c_c32r128
1308.6	10508.6	101.0	6.725	0.093	8.033	3096.9	50236.1	224.5	11.35	0.076	23.96	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.293	16.31		pg180_o2nofp.cx10d_c32r128
1276.6	10288.3	94.64	6.422	0.094	8.065	3124.9	50794.4	297.3	17.03	0.112	26.86	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.375	19.33		pg181_o2nofp.cx10b_c32r128
1287.4	10261.8	89.99	6.020	0.094	7.974	3079.4	50309.6	280.5	16.48	0.074	26.65	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.294	16.37		pg181_o2nofp.cx10b_walsize_c32r128
1257.4	10064.9	94.45	6.638	0.094	8.009	2999.2	50145.6	318.4	17.37	0.074	27.09	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.278	17.03		pg181_o2nofp.cx10c_c32r128
1294.2	10389.3	100.2	6.755	0.092	8.031	3192.3	50993.9	263.9	12.24	0.077	24.68	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.302	17.53		pg181_o2nofp.cx10d_c32r128

qp100.L2

qp100.L2: point queries with 100 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r128nonzero2.39093.8100.7072.9580.0750.0430.0170.0026.091
pg1322_o2nofp.cx10a_c32r128nonzero2.41093.8600.6592.9390.0740.0420.0140.0026.907
pg1323_o2nofp.cx10a_c32r1282.23194.0870.6242.9160.0790.0480.0150.0015.458
pg1419_o2nofp.cx10a_c32r128nonzero2.39493.9380.6132.9230.0760.0420.0130.0015.692
pg1420_o2nofp.cx10a_c32r128nonzero2.31394.0830.6202.8410.0750.0510.0160.0014.923
pg1514_o2nofp.cx10a_c32r128nonzero2.37193.9560.6512.8870.0740.0440.0140.0026.078
pg1515_o2nofp.cx10a_c32r128nonzero2.23494.1050.6612.8530.0770.0520.0150.0015.773
pg1610_o2nofp.cx10a_c32r128nonzero2.59294.1770.1952.9010.0820.0430.0080.0016.514
pg1611_o2nofp.cx10a_c32r128nonzero2.32894.3920.2302.9150.0820.0420.0100.0015.460
pg176_o2nofp.cx10a_c32r1282.47594.2870.1962.9200.0780.0350.0090.0016.439
pg177_o2nofp.cx10a_c32r128nonzero2.23094.4360.2422.9760.0730.0320.0110.0016.693
pg180_o2nofp.cx10b_c32r128nonzero2.28894.3730.2273.0030.0730.0300.0060.0015.566
pg180_o2nofp.cx10c_c32r1282.24494.2790.2593.1190.0680.0240.0060.0016.200
pg180_o2nofp.cx10d_c32r128nonzero2.28494.3830.2312.9860.0740.0330.0090.0016.093
pg181_o2nofp.cx10b_c32r128nonzero2.13794.5450.2492.9370.0820.0390.0100.0015.375
pg181_o2nofp.cx10b_walsize_c32r128nonzero2.16694.4870.2632.9640.0760.0330.0090.0016.062
pg181_o2nofp.cx10c_c32r128nonzero2.04594.4680.2643.1220.0710.0230.0060.0016.218
pg181_o2nofp.cx10d_c32r128nonzero2.10194.5470.2143.0130.0820.0360.0070.0015.919

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12863.54033.1561.1480.9551.1240.0786.055
pg1322_o2nofp.cx10a_c32r12864.54732.3601.0650.8491.0420.1376.827
pg1323_o2nofp.cx10a_c32r12864.95231.9421.1220.9780.9740.0325.215
pg1419_o2nofp.cx10a_c32r12866.61030.4380.9970.8990.9650.0925.442
pg1420_o2nofp.cx10a_c32r12862.82534.1171.1151.0030.9100.0304.594
pg1514_o2nofp.cx10a_c32r12863.59833.1691.1480.8121.1240.1495.674
pg1515_o2nofp.cx10a_c32r12863.89032.6991.1881.1331.0230.0675.127
pg1610_o2nofp.cx10a_c32r12864.73932.8810.9550.6630.7180.0445.727
pg1611_o2nofp.cx10a_c32r12866.51131.1620.9850.6510.6690.0214.779
pg176_o2nofp.cx10a_c32r12867.08830.6610.9920.5830.6600.0155.755
pg177_o2nofp.cx10a_c32r12866.15331.3940.9190.7390.7760.0196.736
pg180_o2nofp.cx10b_c32r12868.34629.6790.9020.4890.5200.0645.349
pg180_o2nofp.cx10c_c32r12868.32329.8720.8020.4470.5380.0185.591
pg180_o2nofp.cx10d_c32r12868.00729.8280.8660.5650.6830.0515.393
pg181_o2nofp.cx10b_c32r12864.98332.6850.9910.6150.6990.0275.303
pg181_o2nofp.cx10b_walsize_c32r12866.67631.0230.9260.5650.7680.0435.749
pg181_o2nofp.cx10c_c32r12869.27628.8930.7580.4810.5650.0286.058
pg181_o2nofp.cx10d_c32r12869.38428.6050.9360.5260.5080.0415.396

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12855.91539.5704.4010.0280.0330.0510.0014.255
pg1322_o2nofp.cx10a_c32r12851.86343.4214.5850.0320.0350.0580.0066.770
pg1323_o2nofp.cx10a_c32r12850.14645.0944.6650.0190.0400.0360.0014.470
pg1419_o2nofp.cx10a_c32r12853.55541.6294.6940.0150.0420.0630.0024.824
pg1420_o2nofp.cx10a_c32r12846.62348.2934.9740.0170.0510.0400.0014.540
pg1514_o2nofp.cx10a_c32r12854.54040.2955.0230.0140.0530.0670.0095.273
pg1515_o2nofp.cx10a_c32r12853.53741.4184.9030.0220.0800.0370.0034.915
pg1610_o2nofp.cx10a_c32r12856.22738.8774.8440.0100.0140.0260.0014.049
pg1611_o2nofp.cx10a_c32r12843.53951.1835.2430.0140.0130.0083.417
pg176_o2nofp.cx10a_c32r12845.48949.9434.5270.0110.0110.0192.771
pg177_o2nofp.cx10a_c32r12843.32752.1904.4350.0070.0190.0223.640
pg180_o2nofp.cx10b_c32r12849.38545.9714.5840.0090.0300.0200.0015.240
pg180_o2nofp.cx10c_c32r12849.81245.9914.1370.0110.0390.0103.650
pg180_o2nofp.cx10d_c32r12852.55943.3154.0750.0100.0260.0130.0014.247
pg181_o2nofp.cx10b_c32r12847.12248.0344.8050.0090.0140.0150.0014.221
pg181_o2nofp.cx10b_walsize_c32r12851.34644.2044.4090.0050.0230.0133.958
pg181_o2nofp.cx10c_c32r12848.90546.4154.6350.0040.0170.0240.0015.660
pg181_o2nofp.cx10d_c32r12853.49241.8044.6580.0130.0150.0170.0015.177

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1987	6398	90413	708.9	5391.8	66.9	14.131	113.456	2.714	34.476	202195	20.8	31.601	1560	786.5	882.5	88.0	6.091	368	0	pg1222_o2nofp.cx10a_c32r128
1986	6536	92289	724.0	5339.2	66.7	14.119	113.418	2.689	34.377	206207	21.0	31.547	1542	785.6	881.7	25.4	6.907	368	0	pg1322_o2nofp.cx10a_c32r128
1987	6540	92252	723.6	5342.0	66.6	14.107	113.299	2.688	34.316	206193	21.2	31.530	1556	784.8	880.9	28.4	5.458	368	0	pg1323_o2nofp.cx10a_c32r128
1987	6602	93076	730.1	5324.2	66.4	14.099	113.256	2.679	34.237	208116	21.2	31.525	1541	785.2	881.2	87.8	5.692	368	0	pg1419_o2nofp.cx10a_c32r128
1987	6591	92930	729.1	5319.8	66.5	14.099	113.281	2.677	34.276	207581	20.9	31.495	1522	785.3	881.4	88.1	4.923	368	0	pg1420_o2nofp.cx10a_c32r128
1986	6424	90772	712.0	5332.5	66.6	14.131	113.506	2.685	34.314	202613	20.5	31.541	1532	785.1	881.2	87.5	6.078	368	0	pg1514_o2nofp.cx10a_c32r128
1987	6490	91586	718.3	5314.7	66.4	14.113	113.347	2.674	34.236	204566	20.5	31.523	1516	785.4	881.4	87.7	5.773	368	0	pg1515_o2nofp.cx10a_c32r128
1987	7014	98512	772.8	5248.2	65.9	14.046	112.825	2.641	33.934	219619	22.2	31.314	1519	785.1	881.2	88.1	6.514	384	0	pg1610_o2nofp.cx10a_c32r128
1987	6901	97024	761.0	5259.9	66.0	14.060	112.923	2.647	33.991	216372	22.3	31.356	1551	785.3	881.3	87.9	5.460	384	0	pg1611_o2nofp.cx10a_c32r128
1987	7137	100158	785.6	5272.4	66.0	14.034	112.727	2.654	34.015	223250	22.5	31.282	1513	785.2	881.2	8.7	6.439	384	0	pg176_o2nofp.cx10a_c32r128
1987	6972	97991	768.6	5233.2	65.7	14.055	112.885	2.634	33.883	218411	22.5	31.327	1549	785.2	881.3	88.3	6.693	384	0	pg177_o2nofp.cx10a_c32r128
1987	7212	101152	793.4	5581.6	68.5	14.025	112.649	2.809	35.294	225451	23.3	31.259	1551	785.2	881.2	86.8	5.566	384	0	pg180_o2nofp.cx10b_c32r128
1987	7250	101612	796.7	5564.9	68.4	14.016	112.533	2.800	35.256	226973	23.8	31.308	1576	785.8	881.9	87.0	6.200	384	0	pg180_o2nofp.cx10c_c32r128
1987	7034	98780	775.0	5559.0	68.4	14.043	112.817	2.797	35.236	220441	22.6	31.339	1542	785.2	881.3	8.5	6.093	384	0	pg180_o2nofp.cx10d_c32r128
1987	6905	97068	761.3	5479.1	67.6	14.058	112.905	2.757	34.838	216543	22.5	31.362	1564	785.1	881.2	86.7	5.375	384	0	pg181_o2nofp.cx10b_c32r128
1987	6992	98213	770.3	5545.6	68.2	14.047	112.813	2.791	35.159	219152	22.6	31.344	1552	785.3	881.3	8.8	6.062	384	0	pg181_o2nofp.cx10b_walsize_c32r128
1987	7169	100579	788.5	5587.3	68.6	14.029	112.624	2.812	35.353	224389	23.8	31.299	1593	785.6	881.6	5.4	6.218	384	0	pg181_o2nofp.cx10c_c32r128
1987	6943	97591	765.3	5504.4	67.8	14.056	112.877	2.771	34.931	217593	23.3	31.340	1611	785.5	881.6	7.8	5.919	384	0	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
43527.2	349536	404.4	0.951	0.080	8.030	5987.7	80925.8	2514.8	32.02	0.083	15.05	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.013	76.26		pg1222_o2nofp.cx10a_c32r128
44419.3	356854	384.1	0.930	0.080	8.048	5927.7	80434.3	2457.7	31.83	0.075	15.11	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.052	77.15		pg1322_o2nofp.cx10a_c32r128
44407.7	356714	357.8	0.847	0.080	8.032	5887.3	79706.5	2334.4	30.82	0.068	14.86	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.004	77.74		pg1323_o2nofp.cx10a_c32r128
44809.3	359928	362.9	0.853	0.080	8.032	5922.4	79745.5	2331.0	30.81	0.077	14.94	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.061	77.59		pg1419_o2nofp.cx10a_c32r128
44687.3	359015	338.1	0.786	0.080	8.034	5870.9	78986.9	2168.9	29.23	0.070	14.74	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.042	78.63		pg1420_o2nofp.cx10a_c32r128
43767.4	351562	375.9	0.925	0.081	8.032	5953.7	79870.3	2310.6	30.46	0.080	15.00	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.018	75.88		pg1514_o2nofp.cx10a_c32r128
44040.1	353706	362.2	0.858	0.080	8.031	5910.9	79501.8	2272.3	30.38	0.070	14.95	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.001	77.60		pg1515_o2nofp.cx10a_c32r128
47582.1	382383	501.3	1.087	0.080	8.035	6037.8	82285.2	2924.8	35.49	0.082	15.09	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.340	80.46		pg1610_o2nofp.cx10a_c32r128
46877.8	376717	514.3	1.123	0.080	8.036	6065.7	82625.7	2965.1	35.89	0.074	15.21	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.261	80.08		pg1611_o2nofp.cx10a_c32r128
48452.0	389392	522.4	1.108	0.080	8.036	6077.0	82733.7	2987.0	35.49	0.081	14.89	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.395	80.45		pg176_o2nofp.cx10a_c32r128
47476.3	381503	571.6	1.234	0.080	8.035	6175.7	83284.8	3052.4	35.81	0.082	14.83	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.355	79.66		pg177_o2nofp.cx10a_c32r128
48947.0	393249	548.3	1.152	0.080	8.046	6526.6	86148.0	3063.8	35.89	0.080	14.79	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.525	81.45		pg180_o2nofp.cx10b_c32r128
49216.7	395376	626.8	1.308	0.080	8.032	6561.4	87544.3	3376.9	37.97	0.092	14.94	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.589	81.53		pg180_o2nofp.cx10c_c32r128
47783.2	383953	538.9	1.171	0.080	8.034	6511.7	85872.1	3011.6	35.87	0.085	14.96	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.453	80.30		pg180_o2nofp.cx10d_c32r128
46889.6	376711	530.0	1.173	0.080	8.033	6397.0	84650.4	2940.7	35.17	0.083	14.80	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.379	80.29		pg181_o2nofp.cx10b_c32r128
47493.4	381521	534.6	1.164	0.080	8.032	6513.9	85430.1	2922.7	35.01	0.081	15.11	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.431	80.11		pg181_o2nofp.cx10b_walsize_c32r128
48706.3	391286	626.9	1.319	0.080	8.032	6589.8	87960.3	3429.7	38.37	0.081	14.97	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.520	81.39		pg181_o2nofp.cx10c_c32r128
47174.7	379007	515.4	1.129	0.080	8.033	6337.8	84782.8	3016.5	36.04	0.075	14.96	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	4.322	80.51		pg181_o2nofp.cx10d_c32r128

qr500.L3

qr500.L3: range queries with 500 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12899.9690.0250.0040.0010.001nonzerononzerononzero3.220
pg1322_o2nofp.cx10a_c32r12899.9670.0260.0050.0010.001nonzerononzerononzero2.941
pg1323_o2nofp.cx10a_c32r12899.9640.0290.0050.0010.001nonzerononzerononzero3.037
pg1419_o2nofp.cx10a_c32r12899.9630.0280.0050.0020.002nonzerononzerononzerononzero4.499
pg1420_o2nofp.cx10a_c32r12899.9620.0310.0050.0010.002nonzerononzerononzero3.641
pg1514_o2nofp.cx10a_c32r12899.9700.0240.0040.0010.001nonzerononzerononzero3.183
pg1515_o2nofp.cx10a_c32r12899.9610.0310.0050.0010.002nonzerononzerononzerononzero5.466
pg1610_o2nofp.cx10a_c32r12899.9720.0220.0040.0010.001nonzerononzerononzero2.031
pg1611_o2nofp.cx10a_c32r12899.9660.0270.0040.0010.001nonzerononzerononzero2.717
pg176_o2nofp.cx10a_c32r12899.9700.0230.0040.0010.001nonzerononzerononzero2.669
pg177_o2nofp.cx10a_c32r12899.9680.0250.0050.0010.001nonzerononzerononzero3.332
pg180_o2nofp.cx10b_c32r12899.9730.0210.0040.0010.001nonzerononzerononzero2.170
pg180_o2nofp.cx10c_c32r12899.9710.0220.0040.0010.001nonzerononzerononzero2.700
pg180_o2nofp.cx10d_c32r12899.9710.0220.0040.0010.001nonzerononzerononzero2.611
pg181_o2nofp.cx10b_c32r12899.9670.0260.0050.0010.001nonzerononzerononzero3.403
pg181_o2nofp.cx10b_walsize_c32r12899.9660.0270.0050.0010.001nonzerononzerononzero2.784
pg181_o2nofp.cx10c_c32r12899.9670.0270.0040.0010.001nonzerononzerononzero2.757
pg181_o2nofp.cx10d_c32r12899.9660.0260.0050.0010.002nonzerononzerononzero2.805

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12878.54720.3510.6350.3300.1350.0024.488
pg1322_o2nofp.cx10a_c32r12876.31322.5330.7320.2870.1353.702
pg1323_o2nofp.cx10a_c32r12876.43922.4670.6410.3110.1400.0024.559
pg1419_o2nofp.cx10a_c32r12872.94225.7370.8940.2880.1370.0024.938
pg1420_o2nofp.cx10a_c32r12875.70523.0590.7630.3510.1223.748
pg1514_o2nofp.cx10a_c32r12878.53420.4340.5650.3420.1220.0035.262
pg1515_o2nofp.cx10a_c32r12874.76124.0480.7210.3470.1190.0045.558
pg1610_o2nofp.cx10a_c32r12884.11415.1290.4680.2380.0513.032
pg1611_o2nofp.cx10a_c32r12882.14317.0000.5620.2230.0690.0024.831
pg176_o2nofp.cx10a_c32r12882.38216.8110.5090.2070.0913.383
pg177_o2nofp.cx10a_c32r12883.53515.6760.4740.2440.0713.722
pg180_o2nofp.cx10b_c32r12883.58015.6770.4570.2280.0583.544
pg180_o2nofp.cx10c_c32r12883.59615.6760.4620.2120.0553.886
pg180_o2nofp.cx10d_c32r12883.29815.9380.4700.2360.0583.705
pg181_o2nofp.cx10b_c32r12882.97516.2990.4590.2180.0460.0036.631
pg181_o2nofp.cx10b_walsize_c32r12882.35416.8790.4790.2070.0760.0054.655
pg181_o2nofp.cx10c_c32r12883.98715.2160.4930.2410.0623.642
pg181_o2nofp.cx10d_c32r12882.02817.1340.5330.2160.0893.595

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1285.69588.9575.3020.0200.0160.010nonzero4.088
pg1322_o2nofp.cx10a_c32r1280.20092.7526.9880.0310.0170.0132.848
pg1323_o2nofp.cx10a_c32r1281.28092.3316.3370.0250.0150.0113.848
pg1419_o2nofp.cx10a_c32r1285.45487.4177.0710.0340.0090.0143.168
pg1420_o2nofp.cx10a_c32r1280.12589.33710.4700.0370.0230.0093.728
pg1514_o2nofp.cx10a_c32r1285.33386.6457.9670.0210.0220.010nonzero4.871
pg1515_o2nofp.cx10a_c32r1283.51085.06111.3650.0320.0210.0110.0014.973
pg1610_o2nofp.cx10a_c32r1284.97281.87513.1310.0160.0060.0011.738
pg1611_o2nofp.cx10a_c32r1280.05384.99714.9200.0200.0050.0043.536
pg176_o2nofp.cx10a_c32r1282.48881.50215.9770.0240.0040.0042.845
pg177_o2nofp.cx10a_c32r1281.98785.64212.3470.0190.0040.0022.526
pg180_o2nofp.cx10b_c32r1283.51787.2309.2340.0110.0040.0033.348
pg180_o2nofp.cx10c_c32r1284.16685.52910.2830.0160.0040.0023.425
pg180_o2nofp.cx10d_c32r1283.98384.44711.5450.0160.0070.0033.043
pg181_o2nofp.cx10b_c32r1282.17285.36212.4470.0140.0040.002nonzero5.657
pg181_o2nofp.cx10b_walsize_c32r1282.22485.87211.8800.0180.0040.0012.632
pg181_o2nofp.cx10c_c32r1283.40484.64911.9230.0160.0050.0043.219
pg181_o2nofp.cx10d_c32r1283.76286.08610.1250.0210.0040.0032.937

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
9885	306152	13172	105.5	16057.9	257.6	0.043	0.353	1.625	26.683	1143574	51.5	3.735	81	789.6	885.7	89.2	3.220	15453	13222	pg1222_o2nofp.cx10a_c32r128
9882	306254	13150	105.6	16039.1	257.0	0.043	0.353	1.623	26.628	1139959	52.0	3.722	82	788.2	884.2	88.1	2.941	15229	12961	pg1322_o2nofp.cx10a_c32r128
9860	289408	13131	105.4	16016.6	256.5	0.045	0.373	1.624	26.633	1079837	51.7	3.731	86	787.4	883.4	89.0	3.037	14502	12450	pg1323_o2nofp.cx10a_c32r128
9868	309620	13147	106.1	15947.3	255.9	0.042	0.351	1.616	26.550	1148816	51.8	3.710	80	786.4	882.4	89.2	4.499	15583	13122	pg1419_o2nofp.cx10a_c32r128
9885	289071	13180	106.3	15994.1	256.5	0.046	0.376	1.618	26.570	1075179	52.3	3.719	87	786.6	882.6	88.7	3.641	14496	12137	pg1420_o2nofp.cx10a_c32r128
9882	310019	13176	106.2	15978.8	256.4	0.042	0.351	1.617	26.569	1158186	52.0	3.736	81	786.7	882.8	89.2	3.183	15599	13250	pg1514_o2nofp.cx10a_c32r128
9874	290091	13157	106.0	15970.4	256.3	0.045	0.374	1.617	26.576	1076201	52.2	3.710	86	786.9	882.9	88.4	5.466	14694	12391	pg1515_o2nofp.cx10a_c32r128
9920	305124	13220	106.7	16051.3	257.4	0.043	0.358	1.618	26.567	1132458	52.7	3.711	83	786.3	882.4	85.5	2.031	15173	12834	pg1610_o2nofp.cx10a_c32r128
9896	285527	13186	106.4	16001.0	256.7	0.046	0.382	1.617	26.560	1054556	52.9	3.693	89	786.4	882.5	86.2	2.717	14400	12418	pg1611_o2nofp.cx10a_c32r128
9898	302080	13204	106.5	16029.9	257.0	0.044	0.361	1.619	26.583	1114446	52.9	3.689	84	786.3	882.3	86.6	2.669	15087	12882	pg176_o2nofp.cx10a_c32r128
9912	286298	13218	106.7	16032.6	257.3	0.046	0.382	1.618	26.577	1060941	52.6	3.706	88	786.2	882.3	86.6	3.332	14336	12387	pg177_o2nofp.cx10a_c32r128
9912	304725	13223	106.7	16041.6	257.2	0.043	0.359	1.618	26.572	1131403	52.3	3.713	82	786.3	882.4	85.6	2.170	15407	13248	pg180_o2nofp.cx10b_c32r128
9912	301652	13208	106.0	16040.6	257.6	0.044	0.360	1.618	26.617	1118653	52.4	3.708	83	788.3	884.3	86.2	2.700	15238	13122	pg180_o2nofp.cx10c_c32r128
9909	299926	13202	106.4	16014.9	256.9	0.044	0.363	1.616	26.545	1112489	52.4	3.709	84	786.6	882.7	85.7	2.611	14976	12898	pg180_o2nofp.cx10d_c32r128
9904	283872	13202	106.5	16030.1	256.9	0.047	0.384	1.619	26.566	1051452	52.6	3.704	89	786.2	882.3	85.9	3.403	14209	12115	pg181_o2nofp.cx10b_c32r128
9890	282274	13187	106.5	15999.8	256.5	0.047	0.386	1.618	26.561	1043130	52.6	3.695	89	786.3	882.3	84.6	2.784	14224	12274	pg181_o2nofp.cx10b_walsize_c32r128
9901	284684	13187	105.8	16026.2	257.4	0.046	0.381	1.619	26.625	1057007	52.2	3.713	88	788.2	884.3	87.4	2.757	14240	12258	pg181_o2nofp.cx10c_c32r128
9901	287695	13198	106.4	16023.6	257.2	0.046	0.379	1.618	26.604	1065057	52.4	3.702	87	787.3	883.3	86.0	2.805	14448	12419	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
5749.2	46061.6	216.4	3.455	0.097	8.001	17633.3	274481	1109.7	7.139	0.050	17.41	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.282	66.67		pg1222_o2nofp.cx10a_c32r128
5932.1	47350.7	252.9	3.937	0.098	7.971	17918.6	275170	1132.9	7.441	0.051	17.26	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.343	64.96		pg1322_o2nofp.cx10a_c32r128
5836.8	46604.2	228.5	3.602	0.098	7.978	17935.4	274264	999.1	6.497	0.049	17.02	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.323	67.13		pg1323_o2nofp.cx10a_c32r128
6213.8	49779.2	310.6	4.640	0.100	8.002	17799.1	274444	1262.0	8.303	0.052	17.42	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.392	59.77		pg1419_o2nofp.cx10a_c32r128
5937.7	47469.9	273.7	4.262	0.098	7.984	18012.4	275356	1165.9	7.415	0.051	17.00	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.361	65.85		pg1420_o2nofp.cx10a_c32r128
5864.8	46880.8	244.5	3.705	0.095	7.986	18085.7	274934	993.3	6.181	0.050	16.74	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.335	67.43		pg1514_o2nofp.cx10a_c32r128
6110.5	48800.0	272.1	4.051	0.098	7.977	18040.0	274886	1054.2	6.698	0.051	17.03	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.378	61.77		pg1515_o2nofp.cx10a_c32r128
5791.1	46312.0	308.9	5.030	0.093	7.988	18904.8	278024	769.3	5.294	0.055	16.56	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.424	73.35		pg1610_o2nofp.cx10a_c32r128
6036.6	48304.5	335.2	5.183	0.096	7.994	18690.3	276869	824.9	5.669	0.055	16.90	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.446	66.29		pg1611_o2nofp.cx10a_c32r128
5950.0	47589.7	318.1	4.919	0.096	7.989	18759.0	276883	714.1	4.604	0.055	16.41	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.441	67.41		pg176_o2nofp.cx10a_c32r128
5913.7	47332.3	305.3	4.753	0.093	7.994	18830.7	277362	689.9	4.669	0.055	16.38	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.436	70.81		pg177_o2nofp.cx10a_c32r128
5960.7	47680.9	317.0	4.779	0.094	7.988	18905.3	277470	664.6	4.645	0.055	16.38	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.448	69.09		pg180_o2nofp.cx10b_c32r128
5956.7	47473.4	312.4	4.780	0.095	7.957	18788.5	277579	695.1	4.726	0.055	16.48	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.435	67.49		pg180_o2nofp.cx10c_c32r128
5845.5	46731.7	312.9	4.867	0.095	7.985	18811.8	276906	672.4	4.566	0.055	16.34	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.430	69.38		pg180_o2nofp.cx10d_c32r128
5945.0	47600.9	313.9	4.791	0.095	7.986	18699.9	276841	771.4	5.177	0.058	16.62	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.460	67.11		pg181_o2nofp.cx10b_c32r128
6114.9	48899.4	331.7	5.016	0.096	7.985	18819.3	276801	711.3	4.966	0.056	16.49	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.474	64.83		pg181_o2nofp.cx10b_walsize_c32r128
5927.7	47480.2	295.6	4.567	0.094	8.001	18372.4	276257	816.7	5.219	0.052	16.74	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.365	67.83		pg181_o2nofp.cx10c_c32r128
6156.8	49160.6	331.5	4.993	0.096	7.973	18832.0	277484	715.7	4.751	0.061	16.44	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.505	64.40		pg181_o2nofp.cx10d_c32r128

qp500.L4

qp500.L4: point queries with 500 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1280.10290.6213.4995.6470.0850.0260.0140.0059.381
pg1322_o2nofp.cx10a_c32r1280.10290.5273.5445.6920.0890.0240.0180.00410.725
pg1323_o2nofp.cx10a_c32r1280.09290.5573.5345.6900.0840.0230.0130.0068.396
pg1419_o2nofp.cx10a_c32r1280.10590.8963.2355.6390.0810.0240.0140.00611.079
pg1420_o2nofp.cx10a_c32r1280.09690.8223.3375.6160.0830.0260.0140.00511.496
pg1514_o2nofp.cx10a_c32r1280.11291.2423.0045.5220.0810.0220.0120.00510.087
pg1515_o2nofp.cx10a_c32r1280.09690.6903.4655.6230.0860.0220.0140.00411.402
pg1610_o2nofp.cx10a_c32r1280.12192.5391.6315.6030.0680.0260.0110.00210.127
pg1611_o2nofp.cx10a_c32r1280.10492.0402.0725.6730.0700.0230.0130.0049.823
pg176_o2nofp.cx10a_c32r1280.11992.3381.7905.6490.0670.0210.0140.00210.812
pg177_o2nofp.cx10a_c32r1280.10491.9702.1305.6880.0690.0200.0120.00610.202
pg180_o2nofp.cx10b_c32r1280.11192.1721.9575.6600.0640.0220.0110.00410.570
pg180_o2nofp.cx10c_c32r1280.09191.3952.5075.8840.0770.0280.0130.00410.031
pg180_o2nofp.cx10d_c32r1280.11092.1401.9895.6470.0720.0250.0100.00610.599
pg181_o2nofp.cx10b_c32r1280.09391.8852.1855.7280.0700.0230.0120.0048.719
pg181_o2nofp.cx10b_walsize_c32r1280.09591.9952.0865.7100.0700.0280.0110.0037.598
pg181_o2nofp.cx10c_c32r1280.08191.6702.2935.8420.0730.0240.0100.00710.467
pg181_o2nofp.cx10d_c32r1280.09592.0202.0625.7160.0700.0220.0120.00410.839

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12825.30069.2764.6780.3770.2690.0999.354
pg1322_o2nofp.cx10a_c32r12826.52667.8854.8690.3290.3240.06610.684
pg1323_o2nofp.cx10a_c32r12825.88168.5844.8730.3160.2430.1038.380
pg1419_o2nofp.cx10a_c32r12828.38066.8854.0310.3500.2580.09711.053
pg1420_o2nofp.cx10a_c32r12827.02067.5824.6510.3870.2630.09811.714
pg1514_o2nofp.cx10a_c32r12828.44666.7564.1780.3240.2050.09110.092
pg1515_o2nofp.cx10a_c32r12825.94868.5654.8210.3320.2570.07711.244
pg1610_o2nofp.cx10a_c32r12831.93964.9832.4450.3770.2090.04710.457
pg1611_o2nofp.cx10a_c32r12827.97968.3403.0300.3150.2600.0769.649
pg176_o2nofp.cx10a_c32r12832.08964.5902.7030.3120.2610.04510.599
pg177_o2nofp.cx10a_c32r12827.72168.4313.2010.2890.2390.12011.004
pg180_o2nofp.cx10b_c32r12829.42967.2152.7830.2940.2000.07910.506
pg180_o2nofp.cx10c_c32r12825.06971.1673.0190.4250.2410.07910.319
pg180_o2nofp.cx10d_c32r12828.84867.7192.7370.3810.1990.11611.342
pg181_o2nofp.cx10b_c32r12828.19368.4212.7430.3380.2410.0648.867
pg181_o2nofp.cx10b_walsize_c32r12827.96668.5602.8080.3760.2320.0567.572
pg181_o2nofp.cx10c_c32r12827.72468.9042.7290.3310.1880.12410.545
pg181_o2nofp.cx10d_c32r12829.05467.5712.7690.3000.2280.07910.611

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12849.87949.6460.2010.1940.0660.0148.869
pg1322_o2nofp.cx10a_c32r12836.43963.1020.2220.1530.0780.0077.772
pg1323_o2nofp.cx10a_c32r12841.40858.1470.2100.1420.0600.0337.632
pg1419_o2nofp.cx10a_c32r12849.23850.3530.1720.1690.0550.0139.709
pg1420_o2nofp.cx10a_c32r12837.73261.7640.2210.1920.0720.0188.708
pg1514_o2nofp.cx10a_c32r12842.80856.8160.1800.1370.0450.0148.179
pg1515_o2nofp.cx10a_c32r12843.81955.7680.1980.1460.0630.0059.184
pg1610_o2nofp.cx10a_c32r12837.08962.5130.2010.1430.0480.0068.829
pg1611_o2nofp.cx10a_c32r12828.75970.8050.2130.1430.0670.0127.183
pg176_o2nofp.cx10a_c32r12826.84172.7610.2160.1180.0580.0068.708
pg177_o2nofp.cx10a_c32r12826.14673.4420.2030.1370.0580.0147.882
pg180_o2nofp.cx10b_c32r12834.10865.5410.1920.1110.0410.0079.835
pg180_o2nofp.cx10c_c32r12834.31865.1800.2580.1820.0480.0147.584
pg180_o2nofp.cx10d_c32r12833.65065.8800.2400.1660.0460.0189.680
pg181_o2nofp.cx10b_c32r12834.23865.3640.1880.1470.0500.0137.340
pg181_o2nofp.cx10b_walsize_c32r12833.68765.8280.2380.1710.0680.0077.054
pg181_o2nofp.cx10c_c32r12835.54064.0510.2070.1360.0460.0198.642
pg181_o2nofp.cx10d_c32r12835.63064.0310.1670.1110.0570.0059.458

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
9317	3826	73438	576.2	20030.0	277.3	19.195	154.209	2.150	30.479	177481	37.4	46.389	4692	792.8	888.9	89.2	9.381	208	0	pg1222_o2nofp.cx10a_c32r128
9431	3837	73887	579.7	20201.4	280.8	19.257	154.709	2.142	30.488	178177	38.2	46.438	4779	791.3	887.4	49.8	10.725	208	0	pg1322_o2nofp.cx10a_c32r128
9343	3816	73424	576.1	20036.5	278.5	19.241	154.602	2.144	30.523	177091	38.1	46.409	4793	790.7	886.7	50.1	8.396	208	0	pg1323_o2nofp.cx10a_c32r128
9360	3863	74081	581.3	19978.3	278.5	19.179	154.100	2.134	30.464	177375	37.6	45.920	4672	789.4	885.5	48.6	11.079	208	0	pg1419_o2nofp.cx10a_c32r128
9353	3847	73805	579.1	20040.8	278.8	19.187	154.164	2.143	30.529	176749	38.1	45.948	4754	789.7	885.8	48.1	11.496	208	0	pg1420_o2nofp.cx10a_c32r128
9402	3983	75809	594.9	20101.0	280.6	19.035	152.951	2.138	30.563	180082	38.1	45.217	4592	789.7	885.8	48.8	10.087	224	0	pg1514_o2nofp.cx10a_c32r128
9409	3887	74532	584.8	20031.5	279.9	19.175	154.067	2.129	30.461	179013	38.2	46.054	4717	789.9	886.0	48.0	11.402	208	0	pg1515_o2nofp.cx10a_c32r128
9574	4222	79549	624.1	20573.1	285.7	18.840	151.360	2.149	30.559	185867	40.1	44.019	4559	789.4	885.4	39.7	10.127	224	0	pg1610_o2nofp.cx10a_c32r128
9426	4039	76654	601.4	20116.2	280.6	18.978	152.472	2.134	30.479	179943	39.7	44.550	4718	789.5	885.5	41.5	9.823	224	0	pg1611_o2nofp.cx10a_c32r128
9577	4206	79292	622.1	20516.7	285.5	18.854	151.479	2.142	30.522	184585	40.3	43.889	4599	789.3	885.4	38.4	10.812	224	0	pg176_o2nofp.cx10a_c32r128
9259	3963	75210	590.1	19729.9	275.5	18.978	152.475	2.131	30.473	176203	39.0	44.463	4724	789.2	885.2	33.5	10.202	224	0	pg177_o2nofp.cx10a_c32r128
9464	4132	78023	612.2	20213.7	281.8	18.883	151.720	2.136	30.496	182152	39.7	44.084	4612	789.2	885.3	39.2	10.570	224	0	pg180_o2nofp.cx10b_c32r128
9439	3954	75498	592.3	20200.2	281.0	19.095	153.408	2.140	30.489	179566	39.5	45.416	4795	791.3	887.4	39.5	10.031	224	0	pg180_o2nofp.cx10c_c32r128
9252	4018	76031	596.5	19971.9	276.9	18.922	152.026	2.159	30.642	177711	38.5	44.228	4599	789.7	885.7	37.2	10.599	224	0	pg180_o2nofp.cx10d_c32r128
9501	4087	77495	608.2	20343.0	283.3	18.962	152.379	2.141	30.535	182461	39.6	44.645	4651	789.3	885.3	38.2	8.719	224	0	pg181_o2nofp.cx10b_c32r128
9574	4147	78496	615.9	20475.6	285.3	18.927	152.055	2.139	30.518	184933	40.0	44.590	4629	789.3	885.3	37.2	7.598	224	0	pg181_o2nofp.cx10b_walsize_c32r128
9319	3953	75311	590.8	19940.4	277.7	19.052	153.055	2.140	30.519	178725	39.0	45.213	4736	791.3	887.4	35.5	10.467	224	0	pg181_o2nofp.cx10c_c32r128
9451	4053	76901	603.3	20175.1	281.4	18.975	152.437	2.135	30.486	179509	39.6	44.294	4690	790.4	886.5	40.9	10.839	224	0	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
38320.8	301104	2007.4	5.045	0.104	7.866	27433.4	331665	4525.2	15.89	0.148	12.85	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.368	74.25		pg1222_o2nofp.cx10a_c32r128
38539.2	303078	2106.3	5.264	0.104	7.848	27680.7	336305	4712.3	16.37	0.148	12.95	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.499	74.95		pg1322_o2nofp.cx10a_c32r128
38299.2	301242	2098.1	5.371	0.105	7.909	27570.2	333670	4590.2	16.11	0.146	12.87	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.421	74.68		pg1323_o2nofp.cx10a_c32r128
38368.2	302674	2069.4	5.242	0.104	7.933	26909.9	332006	4784.8	16.97	0.146	13.20	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.294	73.66		pg1419_o2nofp.cx10a_c32r128
38303.6	302033	2035.0	5.252	0.105	7.828	26722.9	331752	4874.4	17.48	0.145	13.22	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.294	73.93		pg1420_o2nofp.cx10a_c32r128
39007.5	308116	1935.4	4.784	0.103	7.897	26310.5	330849	4668.9	16.98	0.142	13.42	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.201	74.22		pg1514_o2nofp.cx10a_c32r128
38723.7	304796	2035.8	5.053	0.104	7.877	27264.0	333805	4567.3	16.19	0.146	13.01	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	8.412	74.64		pg1515_o2nofp.cx10a_c32r128
41663.9	331197	3145.3	7.154	0.106	7.952	28654.7	353870	7258.6	22.13	0.157	13.10	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.283	73.60		pg1610_o2nofp.cx10a_c32r128
40426.9	320540	3183.6	7.393	0.107	7.951	29390.8	350863	6617.0	20.16	0.160	12.77	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.391	72.95		pg1611_o2nofp.cx10a_c32r128
41601.4	330373	3085.5	7.019	0.106	7.927	29027.6	353394	6764.6	20.66	0.157	12.91	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.316	74.06		pg176_o2nofp.cx10a_c32r128
39764.5	314631	3037.8	7.276	0.108	7.939	29321.5	343923	5854.3	18.33	0.160	12.51	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.262	71.80		pg177_o2nofp.cx10a_c32r128
41008.7	325138	3080.8	7.063	0.106	7.906	29209.8	350292	6429.7	19.95	0.160	12.81	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.327	73.50		pg180_o2nofp.cx10b_c32r128
40587.5	319613	3356.8	7.740	0.107	7.888	32398.6	357818	5312.3	15.52	0.165	11.69	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	10.00	73.74		pg180_o2nofp.cx10c_c32r128
40137.2	318151	3100.9	7.357	0.106	7.950	28865.6	345708	6659.5	20.43	0.161	12.63	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.237	72.30		pg180_o2nofp.cx10d_c32r128
41127.6	325135	3180.8	7.272	0.107	7.902	30235.2	355101	6358.5	18.89	0.163	12.35	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.632	74.02		pg181_o2nofp.cx10b_c32r128
41686.0	329355	3241.6	7.317	0.106	7.885	30922.2	358697	6182.7	18.25	0.162	12.19	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.791	74.53		pg181_o2nofp.cx10b_walsize_c32r128
40324.9	317890	3273.8	7.618	0.107	7.892	30971.6	352690	6040.4	17.94	0.166	12.20	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.734	72.80		pg181_o2nofp.cx10c_c32r128
40553.7	321602	3102.8	7.201	0.106	7.932	28954.8	350132	6726.7	20.42	0.162	12.73	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	9.312	73.08		pg181_o2nofp.cx10d_c32r128

qr1000.L5

qr1000.L5: range queries with 1000 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12898.6191.1580.0920.0910.0390.001nonzerononzerononzero5.984
pg1322_o2nofp.cx10a_c32r12898.4801.2900.0950.0930.0390.001nonzerononzero3.389
pg1323_o2nofp.cx10a_c32r12898.3981.3640.0980.0970.0420.001nonzerononzero2.348
pg1419_o2nofp.cx10a_c32r12898.5131.2580.0950.0930.0400.001nonzerononzerononzero4.390
pg1420_o2nofp.cx10a_c32r12898.2521.5010.1030.1010.0420.001nonzerononzerononzero11.111
pg1514_o2nofp.cx10a_c32r12898.4561.3150.0950.0920.0410.001nonzerononzerononzero6.202
pg1515_o2nofp.cx10a_c32r12898.3321.4230.1030.0990.0410.001nonzerononzero2.121
pg1610_o2nofp.cx10a_c32r12898.9460.8880.0490.0720.0440.002nonzerononzerononzero4.735
pg1611_o2nofp.cx10a_c32r12898.7671.0520.0530.0790.0470.002nonzerononzero2.651
pg176_o2nofp.cx10a_c32r12898.7621.0570.0520.0780.0480.002nonzerononzero2.122
pg177_o2nofp.cx10a_c32r12898.6831.1300.0540.0810.0500.002nonzerononzero2.434
pg180_o2nofp.cx10b_c32r12898.9070.9230.0490.0730.0450.002nonzerononzerononzero4.279
pg180_o2nofp.cx10c_c32r12898.8830.9430.0500.0750.0470.002nonzerononzerononzero7.683
pg180_o2nofp.cx10d_c32r12898.8360.9870.0510.0760.0480.002nonzerononzero1.982
pg181_o2nofp.cx10b_c32r12898.7641.0540.0530.0800.0470.002nonzerononzero2.005
pg181_o2nofp.cx10b_walsize_c32r12898.7611.0570.0520.0790.0480.002nonzerononzero2.325
pg181_o2nofp.cx10c_c32r12898.8141.0080.0510.0770.0470.002nonzerononzero2.623
pg181_o2nofp.cx10d_c32r12898.8161.0060.0510.0770.0470.002nonzerononzero2.013

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r12825.53145.64628.4590.2200.1340.01113.090
pg1322_o2nofp.cx10a_c32r12826.38844.52428.6970.2510.1350.0049.936
pg1323_o2nofp.cx10a_c32r12825.63844.63929.3470.2250.1440.00811.768
pg1419_o2nofp.cx10a_c32r12821.74545.68932.1890.2200.1540.0045.880
pg1420_o2nofp.cx10a_c32r12820.56546.40332.6530.2080.1640.00713.108
pg1514_o2nofp.cx10a_c32r12826.30345.12828.2130.2200.1290.0079.579
pg1515_o2nofp.cx10a_c32r12824.20146.43529.0250.2000.1350.0048.609
pg1610_o2nofp.cx10a_c32r12821.82243.40734.3300.2780.1590.0056.305
pg1611_o2nofp.cx10a_c32r12821.13842.96635.4320.3320.1290.0036.886
pg176_o2nofp.cx10a_c32r12821.65042.81335.0720.3400.1263.714
pg177_o2nofp.cx10a_c32r12820.53543.29535.6780.3400.1470.0049.128
pg180_o2nofp.cx10b_c32r12820.86043.18835.4440.3490.1530.0077.788
pg180_o2nofp.cx10c_c32r12820.67042.88635.9300.3800.1290.00510.998
pg180_o2nofp.cx10d_c32r12821.26643.34534.9280.3200.1390.0035.741
pg181_o2nofp.cx10b_c32r12820.43043.82435.2940.2930.1570.0036.156
pg181_o2nofp.cx10b_walsize_c32r12820.53743.23935.7460.3310.1460.0014.682
pg181_o2nofp.cx10c_c32r12821.04442.85035.5500.4020.1470.00712.792
pg181_o2nofp.cx10d_c32r12820.67943.05835.7630.3650.1310.00312.794

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1280.03184.29215.5400.0560.081nonzero4.190
pg1322_o2nofp.cx10a_c32r1280.01782.43217.3720.0960.082nonzero4.797
pg1323_o2nofp.cx10a_c32r1280.02182.45317.3620.0780.086nonzero7.195
pg1419_o2nofp.cx10a_c32r1280.02184.37815.4400.0710.091nonzero4.414
pg1420_o2nofp.cx10a_c32r1280.00882.75717.0770.0700.088nonzero4.057
pg1514_o2nofp.cx10a_c32r1280.00784.05415.7790.0860.074nonzero7.814
pg1515_o2nofp.cx10a_c32r1280.00884.35715.4850.0640.086nonzero5.142
pg1610_o2nofp.cx10a_c32r12881.36218.4710.0770.090nonzero4.921
pg1611_o2nofp.cx10a_c32r1280.00379.91819.9060.0990.074nonzero6.141
pg176_o2nofp.cx10a_c32r12878.76421.0740.0860.0772.164
pg177_o2nofp.cx10a_c32r128nonzero79.21120.6180.0820.0892.692
pg180_o2nofp.cx10b_c32r1280.007nonzero0.00180.53319.2870.0910.081nonzero4.903
pg180_o2nofp.cx10c_c32r1280.00180.20119.6250.0940.0802.018
pg180_o2nofp.cx10d_c32r1280.00180.20119.6360.0760.0862.687
pg181_o2nofp.cx10b_c32r1280.00180.85418.9860.0600.098nonzero4.137
pg181_o2nofp.cx10b_walsize_c32r1280.00680.22519.6180.0650.0862.370
pg181_o2nofp.cx10c_c32r1280.0200.0220.00580.33119.4490.0900.083nonzero10.709
pg181_o2nofp.cx10d_c32r1280.0190.0880.01080.34019.3720.0900.081nonzero4.195

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
16725	153763	22162	176.7	26085.6	545.8	0.144	1.177	1.560	33.416	452179	70.8	2.941	221	803.6	936.8	85.8	5.984	7819	575	pg1222_o2nofp.cx10a_c32r128
16713	151075	22144	176.5	25872.0	546.5	0.147	1.196	1.548	33.484	434764	72.3	2.878	230	802.2	941.6	86.1	3.389	7708	543	pg1322_o2nofp.cx10a_c32r128
16536	144708	21919	174.6	25758.2	542.8	0.151	1.236	1.558	33.614	421741	71.6	2.914	237	801.9	897.9	86.4	2.348	7495	416	pg1323_o2nofp.cx10a_c32r128
16461	151319	21798	173.7	25546.9	543.8	0.144	1.176	1.552	33.827	441605	71.8	2.918	228	800.2	896.2	84.1	4.390	7737	384	pg1419_o2nofp.cx10a_c32r128
16371	142684	21678	172.8	25379.1	541.9	0.152	1.240	1.550	33.893	413941	72.7	2.901	245	800.5	939.8	82.2	11.111	7304	479	pg1420_o2nofp.cx10a_c32r128
17062	152278	22607	180.2	26175.0	555.8	0.148	1.212	1.534	33.359	441290	72.3	2.898	228	800.5	900.8	86.3	6.202	7739	985	pg1514_o2nofp.cx10a_c32r128
17013	144307	22550	179.7	26157.2	557.7	0.156	1.275	1.537	33.568	418861	72.3	2.903	240	800.7	896.8	85.8	2.121	7383	527	pg1515_o2nofp.cx10a_c32r128
16011	152780	21217	169.1	24716.1	528.3	0.139	1.133	1.544	33.786	427688	73.2	2.799	230	800.2	940.8	79.8	4.735	7910	384	pg1610_o2nofp.cx10a_c32r128
15940	143551	21127	168.3	24629.8	526.2	0.147	1.201	1.545	33.802	398119	74.1	2.773	248	800.2	937.4	81.6	2.651	7416	1087	pg1611_o2nofp.cx10a_c32r128
15943	145592	21120	168.3	24875.8	525.2	0.145	1.184	1.560	33.735	402981	73.8	2.768	243	800.1	896.2	79.5	2.122	7591	591	pg176_o2nofp.cx10a_c32r128
15731	139108	20851	166.1	24376.8	519.3	0.150	1.223	1.550	33.803	387623	73.4	2.787	253	799.9	896.0	82.1	2.434	7259	681	pg177_o2nofp.cx10a_c32r128
15772	149143	20957	169.2	24511.4	524.9	0.141	1.162	1.554	34.078	418741	72.8	2.808	234	800.0	896.1	81.7	4.279	7735	607	pg180_o2nofp.cx10b_c32r128
15748	148174	20870	166.3	24384.8	518.9	0.141	1.149	1.548	33.739	415305	73.0	2.803	236	802.1	903.3	77.2	7.683	7671	751	pg180_o2nofp.cx10c_c32r128
16039	146620	21325	171.9	24928.0	531.3	0.145	1.201	1.554	33.922	411576	73.1	2.807	239	800.4	896.5	82.0	1.982	7608	703	pg180_o2nofp.cx10d_c32r128
15873	140474	21089	170.1	25054.6	530.0	0.150	1.240	1.578	34.193	395970	72.7	2.819	248	800.1	945.2	79.0	2.005	7272	608	pg181_o2nofp.cx10b_c32r128
15880	140754	21050	167.7	24557.1	523.8	0.150	1.220	1.546	33.775	395808	73.1	2.812	249	800.1	896.1	79.1	2.325	7272	687	pg181_o2nofp.cx10b_walsize_c32r128
15584	141938	20794	170.2	24487.0	522.6	0.146	1.228	1.571	34.336	402486	72.8	2.836	246	802.2	898.3	79.9	2.623	7336	879	pg181_o2nofp.cx10c_c32r128
15738	143403	20977	171.6	24707.5	526.7	0.146	1.225	1.570	34.272	404293	73.0	2.819	244	801.2	897.3	77.8	2.013	7436	1007	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
10491.7	83455.7	178.8	1.318	0.100	7.929	28205.3	572020	1172.4	4.713	0.138	21.82	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.285	86.88		pg1222_o2nofp.cx10a_c32r128
10551.5	83729.1	231.7	1.799	0.100	7.917	28407.2	574043	1073.7	4.420	0.142	21.69	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.456	87.19		pg1322_o2nofp.cx10a_c32r128
10463.1	82987.8	232.0	1.886	0.100	7.910	28240.0	570279	1126.0	4.672	0.140	21.77	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.377	86.99		pg1323_o2nofp.cx10a_c32r128
11121.0	87021.0	642.1	5.505	0.103	7.796	30256.6	579867	1055.3	3.739	0.150	20.41	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.010	87.09		pg1419_o2nofp.cx10a_c32r128
11145.9	87037.5	637.6	5.398	0.103	7.771	30200.7	578267	1033.4	3.811	0.153	20.45	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.057	86.87		pg1420_o2nofp.cx10a_c32r128
10738.4	85297.0	211.7	1.616	0.101	7.943	28672.7	583307	1044.0	3.967	0.141	22.05	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.507	86.93		pg1514_o2nofp.cx10a_c32r128
10771.8	85473.4	240.1	1.862	0.102	7.908	28896.4	585794	939.6	3.543	0.143	21.85	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.554	87.54		pg1515_o2nofp.cx10a_c32r128
11087.2	87472.0	1048.8	8.776	0.106	7.862	30593.8	568705	1067.2	3.742	0.154	19.70	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.160	86.68		pg1610_o2nofp.cx10a_c32r128
11018.4	87010.2	1048.5	8.873	0.106	7.868	30472.1	566400	1061.7	3.702	0.152	19.70	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.111	87.44		pg1611_o2nofp.cx10a_c32r128
10956.2	86484.6	1008.2	8.605	0.106	7.863	30262.6	564922	1374.4	4.690	0.150	19.75	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.008	87.22		pg176_o2nofp.cx10a_c32r128
10804.2	85341.4	987.1	8.597	0.106	7.865	29863.7	557988	1077.6	3.806	0.149	19.83	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.895	87.01		pg177_o2nofp.cx10a_c32r128
10901.4	87244.7	1011.3	8.524	0.107	8.006	30106.0	564088	1061.4	3.756	0.155	19.91	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.102	86.64		pg180_o2nofp.cx10b_c32r128
10804.3	85422.8	1007.4	8.636	0.105	7.884	29829.6	557694	1150.5	4.101	0.151	19.81	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	5.942	86.70		pg180_o2nofp.cx10c_c32r128
11080.0	88599.8	1006.8	8.399	0.106	7.978	30416.8	571079	1264.9	4.385	0.158	19.91	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.278	87.33		pg180_o2nofp.cx10d_c32r128
11004.8	88080.2	1014.5	8.521	0.107	8.058	30383.7	569672	1405.3	4.758	0.153	19.83	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.116	87.42		pg181_o2nofp.cx10b_c32r128
10917.3	86217.5	999.9	8.516	0.107	7.867	30124.1	562865	1066.1	3.714	0.151	19.81	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.011	87.21		pg181_o2nofp.cx10b_walsize_c32r128
10761.9	87381.6	987.1	8.435	0.107	8.163	29679.9	560932	1265.1	4.471	0.166	20.09	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.015	86.73		pg181_o2nofp.cx10c_c32r128
10881.5	88376.4	993.7	8.506	0.108	8.142	29927.3	565627	1349.7	4.712	0.154	20.09	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	6.035	86.79		pg181_o2nofp.cx10d_c32r128

qp1000.L6

qp1000.L6: point queries with 1000 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1280.00263.08024.03311.3031.4900.0750.0150.00312.000
pg1322_o2nofp.cx10a_c32r1280.00263.33223.71011.2551.6170.0620.0170.00513.326
pg1323_o2nofp.cx10a_c32r1280.00262.79524.28111.1661.6640.0710.0180.0049.960
pg1419_o2nofp.cx10a_c32r1280.00161.99225.00411.4361.4780.0690.0180.00210.847
pg1420_o2nofp.cx10a_c32r1280.00262.37924.62211.3931.5190.0670.0150.00312.315
pg1514_o2nofp.cx10a_c32r1280.00163.50623.47411.3031.6240.0680.0200.0039.953
pg1515_o2nofp.cx10a_c32r1280.00263.00823.85111.4941.5560.0640.0220.00311.475
pg1610_o2nofp.cx10a_c32r1280.00764.02523.27511.3241.2880.0650.0130.0039.866
pg1611_o2nofp.cx10a_c32r1280.00764.22123.02511.3361.3250.0680.0150.00311.372
pg176_o2nofp.cx10a_c32r1280.01165.52322.11111.0431.2280.0680.0140.00210.010
pg177_o2nofp.cx10a_c32r1280.00864.56822.83011.2321.2820.0660.0110.00311.953
pg180_o2nofp.cx10b_c32r1280.00565.53823.17010.6010.6080.0650.0120.00110.495
pg180_o2nofp.cx10c_c32r1280.00666.01422.31910.9670.6120.0720.0080.0015.181
pg180_o2nofp.cx10d_c32r1280.00766.38222.40810.5200.6070.0650.0100.00111.245
pg181_o2nofp.cx10b_c32r1280.00665.82122.66710.8420.5840.0670.0110.00112.076
pg181_o2nofp.cx10b_walsize_c32r1280.00565.29623.01111.0060.6120.0600.0090.00110.801
pg181_o2nofp.cx10c_c32r1280.00766.17422.13211.0050.5970.0720.0100.00211.247
pg181_o2nofp.cx10d_c32r1280.00765.81822.98710.4800.6290.0660.0120.0017.076

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1287.14451.84140.2110.6670.1190.01711.950
pg1322_o2nofp.cx10a_c32r1287.62250.96440.6060.6470.1300.03113.344
pg1323_o2nofp.cx10a_c32r1287.46651.25640.4440.6760.1340.0249.914
pg1419_o2nofp.cx10a_c32r1286.65752.32640.2420.6310.1320.01210.768
pg1420_o2nofp.cx10a_c32r1286.95052.01540.2320.6660.1180.02012.569
pg1514_o2nofp.cx10a_c32r1287.33150.68941.1380.6600.1620.02010.752
pg1515_o2nofp.cx10a_c32r1287.47750.86840.8230.6470.1660.01913.275
pg1610_o2nofp.cx10a_c32r1285.85945.05748.0480.9010.1160.0199.998
pg1611_o2nofp.cx10a_c32r1286.30744.74547.7980.9930.1360.02111.650
pg176_o2nofp.cx10a_c32r1286.74245.49746.6630.9540.1300.0148.547
pg177_o2nofp.cx10a_c32r1286.40845.44747.0380.9730.1110.02212.420
pg180_o2nofp.cx10b_c32r1285.19150.38043.5140.7790.1250.01110.572
pg180_o2nofp.cx10c_c32r1285.42349.15044.4210.9060.0940.0065.199
pg180_o2nofp.cx10d_c32r1285.74051.17842.1510.8190.1070.00611.124
pg181_o2nofp.cx10b_c32r1285.34549.89243.8080.8120.1310.01212.151
pg181_o2nofp.cx10b_walsize_c32r1285.35149.99343.7620.7930.0950.00510.770
pg181_o2nofp.cx10c_c32r1285.61950.10343.2210.9350.1060.01511.326
pg181_o2nofp.cx10d_c32r1285.57950.61142.8760.8070.1220.0067.170

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg1222_o2nofp.cx10a_c32r1280.1065.3098.46070.92214.8730.2800.049nonzero9.445
pg1322_o2nofp.cx10a_c32r1280.1705.5458.55467.81517.5890.2360.0800.01012.183
pg1323_o2nofp.cx10a_c32r1280.0784.9858.57868.57017.4080.3020.0770.0028.510
pg1419_o2nofp.cx10a_c32r1280.1086.5608.23871.02613.7350.2550.077nonzero9.468
pg1420_o2nofp.cx10a_c32r1280.1036.4728.23269.05415.7950.2810.062nonzero9.740
pg1514_o2nofp.cx10a_c32r1280.1316.4818.14369.53215.3730.2550.085nonzero10.730
pg1515_o2nofp.cx10a_c32r1280.1257.0648.23868.97015.2710.2470.0840.00111.155
pg1610_o2nofp.cx10a_c32r1280.8768.77416.58761.59611.8710.2380.058nonzero6.745
pg1611_o2nofp.cx10a_c32r1280.7528.79416.20260.96912.9330.2800.0680.00110.843
pg176_o2nofp.cx10a_c32r1280.6958.11517.53160.14913.1680.2780.0640.0018.312
pg177_o2nofp.cx10a_c32r1280.6867.95417.50560.47413.0490.2780.0530.00110.503
pg180_o2nofp.cx10b_c32r1280.2729.55627.62255.1217.1430.2340.050nonzero10.500
pg180_o2nofp.cx10c_c32r1280.3729.89926.43654.9898.0100.2600.0330.0015.199
pg180_o2nofp.cx10d_c32r1280.3559.73926.75354.8328.0380.2380.0452.181
pg181_o2nofp.cx10b_c32r1280.2299.51025.81556.6107.5630.2310.0410.00112.067
pg181_o2nofp.cx10b_walsize_c32r1280.2109.36226.78555.7677.6080.2300.0370.0018.454
pg181_o2nofp.cx10c_c32r1280.2709.69426.17555.6997.8580.2690.0330.0017.609
pg181_o2nofp.cx10d_c32r1280.3539.79526.71354.9597.8820.2500.0480.0017.086

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
15003	1989	58162	503.9	31199.0	495.6	29.245	259.459	2.080	33.825	142504	68.4	71.653	16508	816.1	912.2	11.0	12.000	112	0	pg1222_o2nofp.cx10a_c32r128
14548	1957	56879	494.2	29969.3	482.8	29.063	258.598	2.060	33.985	139711	68.7	71.387	16849	814.7	910.8	15.9	13.326	112	0	pg1322_o2nofp.cx10a_c32r128
14688	1959	57159	494.5	30095.5	482.2	29.182	258.500	2.049	33.620	140552	69.2	71.758	16958	814.5	910.5	4.8	9.960	112	0	pg1323_o2nofp.cx10a_c32r128
15203	1992	58622	511.9	30973.6	503.3	29.430	263.137	2.037	33.898	145442	68.8	73.017	16579	812.6	908.6	15.3	10.847	112	0	pg1419_o2nofp.cx10a_c32r128
14736	1964	57380	502.1	30078.6	489.5	29.218	261.792	2.041	34.014	142481	68.5	72.550	16742	812.8	908.9	15.2	12.315	112	0	pg1420_o2nofp.cx10a_c32r128
14724	1956	57194	499.5	30143.6	491.0	29.242	261.515	2.047	34.150	141125	68.2	72.153	16737	812.9	908.9	15.2	9.953	112	0	pg1514_o2nofp.cx10a_c32r128
14703	1945	57049	499.7	30000.7	491.7	29.331	263.055	2.040	34.248	140611	68.2	72.294	16831	813.0	909.1	15.3	11.475	112	0	pg1515_o2nofp.cx10a_c32r128
13616	2084	57858	543.8	28542.9	494.3	27.763	267.192	2.096	37.177	134433	67.2	64.507	15478	810.2	906.2	8.4	9.866	112	0	pg1610_o2nofp.cx10a_c32r128
13284	2052	56723	532.8	27891.6	481.6	27.646	265.919	2.100	37.120	131488	67.0	64.084	15674	810.2	906.3	8.4	11.372	112	0	pg1611_o2nofp.cx10a_c32r128
13539	2130	58396	547.4	28940.1	495.6	27.417	263.180	2.138	37.485	135182	66.7	63.469	15032	809.9	905.9	44.5	10.010	112	0	pg176_o2nofp.cx10a_c32r128
13425	2090	57522	539.7	28140.0	487.6	27.521	264.410	2.096	37.188	133254	66.9	63.755	15364	809.7	905.7	45.8	11.953	112	0	pg177_o2nofp.cx10a_c32r128
14466	2301	63325	582.1	30518.1	533.3	27.516	258.997	2.110	37.747	146360	62.6	63.596	13056	805.2	901.3	61.4	10.495	128	0	pg180_o2nofp.cx10b_c32r128
14255	2302	62848	587.2	30330.7	530.1	27.295	261.133	2.128	38.079	149039	63.4	64.729	13217	807.3	903.3	52.8	5.181	128	16	pg180_o2nofp.cx10c_c32r128
14548	2353	64020	596.8	30987.3	539.5	27.210	259.750	2.130	37.974	153513	63.0	65.247	12853	805.6	901.6	59.7	11.245	128	16	pg180_o2nofp.cx10d_c32r128
14165	2294	62553	574.4	30208.8	522.5	27.269	256.399	2.133	37.775	145155	62.9	63.279	13162	805.5	901.5	44.8	12.076	112	0	pg181_o2nofp.cx10b_c32r128
14323	2297	63065	581.2	30380.7	532.0	27.454	259.108	2.121	38.033	145628	63.3	63.397	13227	805.4	901.5	50.1	10.801	128	0	pg181_o2nofp.cx10b_walsize_c32r128
14098	2280	62003	574.9	29790.9	518.4	27.200	258.260	2.113	37.651	146693	62.2	64.353	13098	807.3	903.3	45.5	11.247	128	0	pg181_o2nofp.cx10c_c32r128
14452	2325	63405	589.3	30648.2	533.1	27.273	259.569	2.121	37.770	152041	62.9	65.400	12987	806.2	902.2	48.9	7.076	127	0	pg181_o2nofp.cx10d_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
29879.1	255460	1222.6	3.948	0.124	8.679	38572.5	543455	1624.5	4.443	0.182	14.68	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.03	88.15		pg1222_o2nofp.cx10a_c32r128
29340.2	250920	1244.0	4.113	0.124	8.772	37991.8	531670	1292.6	3.638	0.184	14.76	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	10.90	88.12		pg1322_o2nofp.cx10a_c32r128
29574.7	251795	1231.7	4.204	0.123	8.657	38115.3	531203	1331.0	3.852	0.181	14.57	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	10.88	88.70		pg1323_o2nofp.cx10a_c32r128
30497.1	261904	1383.7	4.358	0.126	8.688	40016.4	555150	968.9	2.693	0.185	14.34	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.59	88.47		pg1419_o2nofp.cx10a_c32r128
29771.6	256197	1336.0	4.308	0.126	8.782	39006.5	540610	920.0	2.725	0.183	14.48	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.18	87.60		pg1420_o2nofp.cx10a_c32r128
29585.1	254335	1265.6	4.105	0.124	8.668	38579.1	540416	989.3	2.808	0.182	14.48	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.05	87.40		pg1514_o2nofp.cx10a_c32r128
29485.0	254855	1271.6	4.130	0.126	8.730	38211.5	539816	863.1	2.584	0.186	14.70	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	11.26	86.98		pg1515_o2nofp.cx10a_c32r128
30939.1	287997	2964.7	8.768	0.133	9.347	41493.0	561686	926.0	2.255	0.214	14.04	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	13.08	88.28		pg1610_o2nofp.cx10a_c32r128
30290.9	281733	2878.8	8.717	0.131	9.357	40502.9	547393	963.4	2.717	0.210	14.08	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.63	88.08		pg1611_o2nofp.cx10a_c32r128
31237.3	289996	2908.1	8.567	0.132	9.349	41425.9	562676	1310.0	3.155	0.214	14.10	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	13.06	88.50		pg176_o2nofp.cx10a_c32r128
30662.5	285271	2833.1	8.467	0.132	9.338	40516.6	552560	951.7	2.690	0.213	14.21	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	12.78	87.80		pg177_o2nofp.cx10a_c32r128
34084.8	310450	3125.6	8.432	0.138	9.157	43918.0	603760	1014.4	2.483	0.222	14.25	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.58	86.80		pg180_o2nofp.cx10b_c32r128
33691.9	312031	3122.0	8.488	0.136	9.324	43290.9	598928	1075.7	2.480	0.231	14.31	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.61	87.54		pg180_o2nofp.cx10c_c32r128
34232.6	316774	3185.0	8.542	0.137	9.310	44455.4	611062	1177.7	2.684	0.237	14.23	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	15.24	88.06		pg180_o2nofp.cx10d_c32r128
33388.1	304216	3096.3	8.694	0.135	9.191	42894.1	591299	1366.4	3.263	0.231	14.29	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.50	87.58		pg181_o2nofp.cx10b_c32r128
33701.2	308250	3129.3	8.512	0.137	9.193	43499.5	601075	970.0	2.367	0.227	14.30	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.55	87.82		pg181_o2nofp.cx10b_walsize_c32r128
33139.3	305044	3074.4	8.473	0.135	9.248	42540.7	586928	1209.1	3.033	0.225	14.26	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.19	86.82		pg181_o2nofp.cx10c_c32r128
34005.6	313702	3128.7	8.491	0.138	9.286	43857.5	603443	1193.7	2.706	0.231	14.25	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	14.96	87.84		pg181_o2nofp.cx10d_c32r128

l.i0

l.i0: load without secondary indexes

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2058672	0	1862	15.0	11362.7	825.7	0.001	0.007	0.006	0.411	341356	59.1	0.166	14	382.7	478.8	5.3	1.959	110739	41654	pg1222_o2nofp.cx10a_c32r128
1992032	0	1672	13.6	9055.9	807.2	0.001	0.007	0.005	0.415	352141	57.1	0.177	14	382.7	478.8	11.3	1.421	110858	32275	pg1322_o2nofp.cx10a_c32r128
2025316	0	1758	14.2	9083.3	814.2	0.001	0.007	0.004	0.412	349922	58.4	0.173	14	382.7	478.8	9.2	1.652	111080	34561	pg1323_o2nofp.cx10a_c32r128
1969473	0	1720	13.5	8367.4	791.8	0.001	0.007	0.004	0.412	356211	57.3	0.181	14	382.7	478.8	7.1	1.616	108184	32170	pg1419_o2nofp.cx10a_c32r128
1986097	0	1685	13.2	8347.8	793.0	0.001	0.007	0.004	0.409	342492	57.6	0.172	14	382.7	478.8	16.2	1.363	109111	32578	pg1420_o2nofp.cx10a_c32r128
1983143	0	1733	13.6	8320.2	794.3	0.001	0.007	0.004	0.410	371258	57.2	0.187	14	382.7	478.8	16.1	1.386	109182	28370	pg1514_o2nofp.cx10a_c32r128
1993024	0	1651	12.9	8351.0	794.8	0.001	0.007	0.004	0.408	373442	57.1	0.187	14	382.7	478.8	6.9	2.379	109080	28569	pg1515_o2nofp.cx10a_c32r128
1995012	0	1758	13.8	8360.7	800.0	0.001	0.007	0.004	0.411	370635	57.2	0.186	14	382.7	478.8	20.6	1.353	108683	33664	pg1610_o2nofp.cx10a_c32r128
2002002	0	1720	13.5	8413.8	801.9	0.001	0.007	0.004	0.410	367875	57.6	0.184	14	382.7	478.8	16.4	2.629	108782	27770	pg1611_o2nofp.cx10a_c32r128
2019182	0	1692	13.6	8456.9	807.1	0.001	0.007	0.004	0.409	379263	57.1	0.188	14	382.7	478.8	93.2	1.769	110226	25872	pg176_o2nofp.cx10a_c32r128
2027369	0	1723	13.8	8487.2	809.4	0.001	0.007	0.004	0.409	381907	57.5	0.188	14	382.7	478.8	96.9	0.727	109497	35764	pg177_o2nofp.cx10a_c32r128
2117522	0	1751	14.1	8835.5	844.3	0.001	0.007	0.004	0.408	355213	59.1	0.168	13	382.7	478.8	95.5	1.424	114177	49846	pg180_o2nofp.cx10b_c32r128
2055498	0	1766	14.2	8684.8	828.4	0.001	0.007	0.004	0.413	358082	57.5	0.174	13	382.7	478.8	96.8	1.358	113378	32877	pg180_o2nofp.cx10c_c32r128
2082249	0	1789	14.3	8776.0	839.2	0.001	0.007	0.004	0.413	358120	57.8	0.172	13	382.7	478.8	96.6	2.442	113455	31965	pg180_o2nofp.cx10d_c32r128
2073613	0	1742	13.9	8657.6	825.3	0.001	0.007	0.004	0.408	355147	57.7	0.171	13	382.7	478.8	96.6	1.418	113475	34861	pg181_o2nofp.cx10b_c32r128
2124270	0	1791	14.4	8899.2	848.7	0.001	0.007	0.004	0.409	360199	59.2	0.170	13	382.7	478.8	96.7	1.389	114252	52044	pg181_o2nofp.cx10b_walsize_c32r128
2057613	0	1729	13.8	8684.7	825.9	0.001	0.007	0.004	0.411	356204	57.5	0.173	13	382.7	478.8	95.3	1.942	113377	28868	pg181_o2nofp.cx10c_c32r128
2083333	0	1768	14.2	8743.4	832.8	0.001	0.007	0.004	0.409	357920	58.1	0.172	13	382.7	478.8	96.8	2.097	113777	26671	pg181_o2nofp.cx10d_c32r128

l.x

l.x: create secondary indexes

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2147075	0	10892	684.1	10874.2	860.0	0.005	0.326	0.005	0.410	180712	18.5	0.084	4	768.8	864.8	50.2	0.076	NA	NA	pg1222_o2nofp.cx10a_c32r128
2791347	0	14149	889.4	7198.9	796.2	0.005	0.326	0.003	0.292	154017	21.7	0.055	4	768.4	864.5	42.3	0.024	NA	NA	pg1322_o2nofp.cx10a_c32r128
2735978	0	13859	871.3	7189.3	786.1	0.005	0.326	0.003	0.294	151779	21.5	0.055	4	768.4	864.5	42.4	0.012	NA	NA	pg1323_o2nofp.cx10a_c32r128
2758621	0	13960	877.5	7139.3	790.5	0.005	0.326	0.003	0.293	152378	21.5	0.055	4	768.4	864.5	41.9	0.020	NA	NA	pg1419_o2nofp.cx10a_c32r128
2793296	0	14150	889.6	7250.1	802.9	0.005	0.326	0.003	0.294	153521	21.4	0.055	4	768.4	863.6	43.6	0.011	NA	NA	pg1420_o2nofp.cx10a_c32r128
2633311	0	14601	927.1	7682.3	845.0	0.006	0.361	0.003	0.329	148653	20.3	0.056	4	768.4	864.5	50.4	0.009	NA	NA	pg1514_o2nofp.cx10a_c32r128
2647254	0	14701	933.5	7686.3	844.8	0.006	0.361	0.003	0.327	147306	20.2	0.056	4	768.4	864.5	52.3	0.009	NA	NA	pg1515_o2nofp.cx10a_c32r128
2814919	0	14174	895.9	7325.5	807.2	0.005	0.326	0.003	0.294	156305	21.1	0.056	4	768.4	864.5	33.2	0.003	NA	NA	pg1610_o2nofp.cx10a_c32r128
2791347	0	14091	889.6	7391.2	803.2	0.005	0.326	0.003	0.295	154340	20.9	0.055	4	768.4	864.5	30.7	0.008	NA	NA	pg1611_o2nofp.cx10a_c32r128
3361345	0	10973	1068.3	8747.4	968.5	0.003	0.325	0.003	0.295	90681	23.4	0.027	3	768.4	863.7	32.7	0.003	NA	NA	pg176_o2nofp.cx10a_c32r128
3341688	0	10927	1063.8	8618.3	956.0	0.003	0.326	0.003	0.293	87188	23.3	0.026	3	768.4	863.9	31.5	0.133	NA	NA	pg177_o2nofp.cx10a_c32r128
3454232	0	11305	1100.4	8923.4	990.4	0.003	0.326	0.003	0.294	89741	24.2	0.026	3	768.4	863.7	31.8	0.149	NA	NA	pg180_o2nofp.cx10b_c32r128
3327787	0	11185	1059.3	8552.0	948.2	0.003	0.326	0.003	0.292	91678	23.4	0.028	3	768.4	863.7	56.0	0.030	NA	NA	pg180_o2nofp.cx10c_c32r128
3633061	0	12138	1155.6	9057.9	1030.7	0.003	0.326	0.002	0.291	115928	25.8	0.032	3	768.4	863.7	30.5	0.053	NA	NA	pg180_o2nofp.cx10d_c32r128
3319502	0	10833	1055.0	8557.4	948.8	0.003	0.325	0.003	0.293	87846	23.1	0.026	3	768.4	863.7	21.6	0.003	NA	NA	pg181_o2nofp.cx10b_c32r128
3395586	0	11108	1081.9	8712.0	969.2	0.003	0.326	0.003	0.292	88899	23.6	0.026	3	768.4	864.5	37.8	0.243	NA	NA	pg181_o2nofp.cx10b_walsize_c32r128
3289474	0	11062	1046.3	8535.4	942.3	0.003	0.326	0.003	0.293	90724	23.2	0.028	3	768.4	863.7	54.7	0.077	NA	NA	pg181_o2nofp.cx10c_c32r128
3623188	0	12115	1150.5	9314.7	1040.9	0.003	0.325	0.003	0.294	115387	25.7	0.032	3	768.4	863.7	32.9	0.003	NA	NA	pg181_o2nofp.cx10d_c32r128

l.i1

l.i1: continue load after secondary indexes created with 50 inserts per transaction

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
22529	0	28467	225.7	32764.7	717.3	1.264	10.258	1.454	32.602	81793	29.8	3.631	635	781.9	879.1	83.4	5.877	1049	0	pg1222_o2nofp.cx10a_c32r128
21816	0	27796	230.1	32458.1	719.3	1.274	10.802	1.488	33.764	79564	29.6	3.647	651	781.5	910.2	3.3	5.144	1049	0	pg1322_o2nofp.cx10a_c32r128
20450	0	26684	250.7	31136.4	703.6	1.305	12.555	1.523	35.233	76294	27.8	3.731	653	781.3	941.0	3.3	5.523	949	0	pg1323_o2nofp.cx10a_c32r128
22210	0	28040	223.5	32637.6	727.7	1.262	10.306	1.470	33.552	81593	28.9	3.674	625	781.5	917.1	1.8	5.394	1099	0	pg1419_o2nofp.cx10a_c32r128
22051	0	27883	223.1	32376.4	723.4	1.264	10.363	1.468	33.593	79608	30.8	3.610	670	781.5	918.6	1.8	4.978	1050	0	pg1420_o2nofp.cx10a_c32r128
22618	0	28538	227.1	33160.9	731.3	1.262	10.282	1.466	33.111	82925	28.9	3.666	613	781.5	934.1	1.8	4.659	1099	0	pg1514_o2nofp.cx10a_c32r128
22087	0	28008	224.5	32052.8	721.4	1.268	10.406	1.451	33.445	81204	31.5	3.677	685	781.5	907.1	1.8	3.629	1049	0	pg1515_o2nofp.cx10a_c32r128
22428	0	28387	226.4	32633.5	727.4	1.266	10.337	1.455	33.212	79091	30.1	3.526	644	781.5	877.6	2.5	4.024	1099	0	pg1610_o2nofp.cx10a_c32r128
22057	0	28003	224.0	32258.8	718.8	1.270	10.401	1.463	33.371	77491	32.1	3.513	699	781.5	877.6	2.1	6.370	1099	0	pg1611_o2nofp.cx10a_c32r128
22554	0	28601	229.3	33500.0	736.5	1.268	10.409	1.485	33.437	79346	30.5	3.518	649	781.5	880.1	85.3	3.771	1099	0	pg176_o2nofp.cx10a_c32r128
22415	0	28352	226.2	32701.9	727.1	1.265	10.335	1.459	33.218	78485	31.0	3.501	664	781.5	877.6	76.8	3.726	1099	0	pg177_o2nofp.cx10a_c32r128
22637	0	28697	229.5	33466.2	742.0	1.268	10.383	1.478	33.566	80347	32.0	3.549	679	781.5	918.4	81.8	4.078	1099	0	pg180_o2nofp.cx10b_c32r128
22334	0	28234	224.9	32716.9	724.6	1.264	10.309	1.465	33.222	78347	29.9	3.508	643	781.5	877.6	78.7	6.355	1099	0	pg180_o2nofp.cx10c_c32r128
22896	0	28886	229.4	33706.6	737.7	1.262	10.259	1.472	32.993	80409	29.6	3.512	621	781.5	877.6	80.9	3.213	1099	0	pg180_o2nofp.cx10d_c32r128
22516	0	28523	226.9	33601.6	731.6	1.267	10.317	1.492	33.272	78927	31.0	3.505	661	781.5	877.6	82.1	3.704	1099	0	pg181_o2nofp.cx10b_c32r128
22586	0	28624	228.8	33310.0	738.6	1.267	10.375	1.475	33.487	79814	31.1	3.534	661	781.5	924.1	79.1	4.779	1099	0	pg181_o2nofp.cx10b_walsize_c32r128
22008	0	27866	222.3	32318.1	713.3	1.266	10.342	1.468	33.191	77106	29.7	3.503	648	781.5	877.6	78.7	19.504	1049	0	pg181_o2nofp.cx10c_c32r128
22278	0	28260	226.4	32991.6	726.5	1.269	10.405	1.481	33.393	78450	29.9	3.521	644	781.5	877.6	83.9	3.354	1099	0	pg181_o2nofp.cx10d_c32r128

l.i2

l.i2: continue load after secondary indexes created with 5 inserts per transaction

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3184	0	3917	31.2	6237.0	97.9	1.230	10.023	1.959	31.497	26400	31.5	8.292	4749	785.2	881.3	84.1	4.410	265	0	pg1222_o2nofp.cx10a_c32r128
2778	0	3512	36.3	5208.7	85.1	1.264	13.398	1.875	31.363	23041	29.6	8.295	5115	784.7	880.7	7.7	3.693	235	55	pg1322_o2nofp.cx10a_c32r128
3372	0	4102	43.9	6308.6	107.1	1.216	13.334	1.871	32.520	27038	23.9	8.018	3402	784.2	880.2	7.8	4.482	265	125	pg1323_o2nofp.cx10a_c32r128
3141	0	3870	33.7	5811.0	90.9	1.232	10.983	1.850	29.622	26191	30.9	8.339	4723	784.8	880.9	3.5	5.278	145	65	pg1419_o2nofp.cx10a_c32r128
2869	0	3582	31.3	5623.7	86.7	1.249	11.171	1.960	30.939	24162	29.2	8.423	4886	784.9	880.9	3.7	5.714	135	70	pg1420_o2nofp.cx10a_c32r128
2799	0	3750	43.2	6025.8	97.2	1.340	15.811	2.153	35.575	23345	24.8	8.341	4253	784.8	880.8	39.7	5.723	135	90	pg1514_o2nofp.cx10a_c32r128
2896	0	3650	37.3	5703.6	90.9	1.260	13.201	1.969	32.157	23768	26.4	8.207	4376	784.8	880.8	35.5	4.810	145	80	pg1515_o2nofp.cx10a_c32r128
2483	0	3142	29.6	4995.0	80.1	1.265	12.223	2.012	33.019	20403	27.8	8.217	5374	784.8	880.8	34.8	5.782	225	55	pg1610_o2nofp.cx10a_c32r128
2597	0	3292	31.1	5103.3	82.1	1.267	12.269	1.965	32.371	21414	29.4	8.244	5433	784.8	880.9	3.9	4.646	125	80	pg1611_o2nofp.cx10a_c32r128
2541	0	3293	33.3	5113.4	82.2	1.296	13.428	2.012	33.108	19238	26.4	7.570	4987	784.7	880.8	86.8	5.914	120	80	pg176_o2nofp.cx10a_c32r128
2437	0	3185	32.7	5175.5	82.1	1.307	13.725	2.124	34.513	18779	25.4	7.707	5004	784.8	880.9	80.9	5.933	215	40	pg177_o2nofp.cx10a_c32r128
2572	0	3376	32.7	5223.0	82.4	1.313	13.026	2.031	32.806	19506	27.3	7.584	5095	784.8	880.9	86.5	4.508	135	55	pg180_o2nofp.cx10b_c32r128
2562	0	3373	33.3	5462.2	87.4	1.317	13.327	2.132	34.928	20171	26.8	7.873	5021	784.8	880.9	79.8	4.730	130	70	pg180_o2nofp.cx10c_c32r128
2560	0	3428	36.4	5457.1	89.4	1.339	14.569	2.132	35.752	20528	27.4	8.019	5138	784.8	880.8	82.3	6.884	230	0	pg180_o2nofp.cx10d_c32r128
2486	0	3070	26.4	4602.2	73.3	1.235	10.872	1.851	30.206	18816	30.5	7.570	5890	784.8	880.8	72.4	3.923	115	100	pg181_o2nofp.cx10b_c32r128
2683	0	3285	26.1	5053.7	78.0	1.224	9.981	1.884	29.756	20372	30.9	7.594	5529	784.8	880.9	81.9	4.672	225	45	pg181_o2nofp.cx10b_walsize_c32r128
2594	0	3406	35.9	5245.8	86.6	1.313	14.161	2.023	34.178	20079	26.7	7.742	4941	784.6	880.6	80.5	6.938	130	100	pg181_o2nofp.cx10c_c32r128
2431	0	2975	23.6	4550.7	72.7	1.224	9.963	1.872	30.626	18533	33.3	7.624	6576	784.9	880.9	77.7	3.749	120	100	pg181_o2nofp.cx10d_c32r128

qr100.L1

qr100.L1: range queries with 100 insert/s per client

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1988	361060	2612	21.0	2501.3	46.3	0.007	0.059	1.258	23.854	1379050	43.8	3.819	58	785.8	881.9	96.8	0.601	18332	17613	pg1222_o2nofp.cx10a_c32r128
1987	365514	2601	20.9	2570.3	47.0	0.007	0.059	1.293	24.223	1396107	43.8	3.820	58	785.1	881.2	94.1	0.930	18195	17501	pg1322_o2nofp.cx10a_c32r128
1987	343541	2595	21.0	2572.3	47.0	0.008	0.062	1.294	24.203	1312310	43.7	3.820	61	784.5	880.5	95.2	0.732	17245	16558	pg1323_o2nofp.cx10a_c32r128
1987	370726	2602	20.9	2574.1	46.9	0.007	0.058	1.296	24.177	1414625	43.8	3.816	57	785.0	881.1	94.6	0.772	18668	17901	pg1419_o2nofp.cx10a_c32r128
1987	346912	2605	20.9	2577.2	47.0	0.008	0.062	1.297	24.193	1325098	43.7	3.820	60	785.1	881.1	95.7	0.271	17197	16414	pg1420_o2nofp.cx10a_c32r128
1987	371771	2596	20.9	2543.7	46.7	0.007	0.057	1.280	24.083	1419999	43.8	3.820	57	785.0	881.0	94.6	0.258	18716	17901	pg1514_o2nofp.cx10a_c32r128
1987	345942	2598	20.9	2558.8	46.9	0.008	0.062	1.288	24.148	1321464	43.7	3.820	61	785.1	881.1	96.2	0.083	17571	16798	pg1515_o2nofp.cx10a_c32r128
1987	366855	2683	21.6	2675.9	47.6	0.007	0.060	1.346	24.526	1400860	43.7	3.819	57	785.0	881.0	93.9	0.331	18476	17694	pg1610_o2nofp.cx10a_c32r128
1987	343245	2683	21.5	2663.9	47.5	0.008	0.064	1.340	24.471	1310599	43.6	3.818	61	785.1	881.1	94.3	0.804	17373	16612	pg1611_o2nofp.cx10a_c32r128
1987	368771	2677	21.5	2689.1	47.7	0.007	0.060	1.354	24.578	1406387	43.7	3.814	57	785.0	881.0	95.3	0.120	18604	17789	pg176_o2nofp.cx10a_c32r128
1987	344865	2687	21.6	2697.4	47.8	0.008	0.064	1.357	24.630	1316668	43.6	3.818	61	785.0	881.1	95.1	0.353	17165	16318	pg177_o2nofp.cx10a_c32r128
1987	366335	2623	21.1	2296.1	45.0	0.007	0.059	1.155	23.172	1398663	43.7	3.818	57	785.0	881.1	95.4	1.121	18322	17485	pg180_o2nofp.cx10b_c32r128
1987	363521	2624	21.0	2322.1	45.2	0.007	0.059	1.168	23.299	1388388	43.7	3.819	58	785.3	881.4	95.3	0.553	18204	17389	pg180_o2nofp.cx10c_c32r128
1987	360003	2623	21.1	2333.7	45.2	0.007	0.060	1.174	23.298	1374832	43.7	3.819	58	785.0	881.1	94.4	0.590	18321	17485	pg180_o2nofp.cx10d_c32r128
1987	341583	2628	21.1	2411.8	45.8	0.008	0.063	1.214	23.592	1304597	43.6	3.819	61	785.0	881.0	96.1	0.809	16932	16111	pg181_o2nofp.cx10b_c32r128
1987	340723	2622	21.1	2309.4	45.0	0.008	0.063	1.162	23.213	1299807	43.6	3.815	61	785.1	881.1	96.2	0.707	17277	16462	pg181_o2nofp.cx10b_walsize_c32r128
1987	342782	2612	20.9	2293.9	45.0	0.008	0.062	1.155	23.185	1308081	43.5	3.816	61	785.1	881.1	95.6	0.487	17219	16410	pg181_o2nofp.cx10c_c32r128
1987	346331	2624	21.1	2405.3	45.7	0.008	0.062	1.211	23.572	1321426	43.6	3.815	60	785.2	881.2	96.0	0.440	17485	16709	pg181_o2nofp.cx10d_c32r128

qp100.L2

qp100.L2: point queries with 100 insert/s per client

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1987	6398	90413	708.9	5391.8	66.9	14.131	113.456	2.714	34.476	202195	20.8	31.601	1560	786.5	882.5	88.0	6.091	368	0	pg1222_o2nofp.cx10a_c32r128
1986	6536	92289	724.0	5339.2	66.7	14.119	113.418	2.689	34.377	206207	21.0	31.547	1542	785.6	881.7	25.4	6.907	368	0	pg1322_o2nofp.cx10a_c32r128
1987	6540	92252	723.6	5342.0	66.6	14.107	113.299	2.688	34.316	206193	21.2	31.530	1556	784.8	880.9	28.4	5.458	368	0	pg1323_o2nofp.cx10a_c32r128
1987	6602	93076	730.1	5324.2	66.4	14.099	113.256	2.679	34.237	208116	21.2	31.525	1541	785.2	881.2	87.8	5.692	368	0	pg1419_o2nofp.cx10a_c32r128
1987	6591	92930	729.1	5319.8	66.5	14.099	113.281	2.677	34.276	207581	20.9	31.495	1522	785.3	881.4	88.1	4.923	368	0	pg1420_o2nofp.cx10a_c32r128
1986	6424	90772	712.0	5332.5	66.6	14.131	113.506	2.685	34.314	202613	20.5	31.541	1532	785.1	881.2	87.5	6.078	368	0	pg1514_o2nofp.cx10a_c32r128
1987	6490	91586	718.3	5314.7	66.4	14.113	113.347	2.674	34.236	204566	20.5	31.523	1516	785.4	881.4	87.7	5.773	368	0	pg1515_o2nofp.cx10a_c32r128
1987	7014	98512	772.8	5248.2	65.9	14.046	112.825	2.641	33.934	219619	22.2	31.314	1519	785.1	881.2	88.1	6.514	384	0	pg1610_o2nofp.cx10a_c32r128
1987	6901	97024	761.0	5259.9	66.0	14.060	112.923	2.647	33.991	216372	22.3	31.356	1551	785.3	881.3	87.9	5.460	384	0	pg1611_o2nofp.cx10a_c32r128
1987	7137	100158	785.6	5272.4	66.0	14.034	112.727	2.654	34.015	223250	22.5	31.282	1513	785.2	881.2	8.7	6.439	384	0	pg176_o2nofp.cx10a_c32r128
1987	6972	97991	768.6	5233.2	65.7	14.055	112.885	2.634	33.883	218411	22.5	31.327	1549	785.2	881.3	88.3	6.693	384	0	pg177_o2nofp.cx10a_c32r128
1987	7212	101152	793.4	5581.6	68.5	14.025	112.649	2.809	35.294	225451	23.3	31.259	1551	785.2	881.2	86.8	5.566	384	0	pg180_o2nofp.cx10b_c32r128
1987	7250	101612	796.7	5564.9	68.4	14.016	112.533	2.800	35.256	226973	23.8	31.308	1576	785.8	881.9	87.0	6.200	384	0	pg180_o2nofp.cx10c_c32r128
1987	7034	98780	775.0	5559.0	68.4	14.043	112.817	2.797	35.236	220441	22.6	31.339	1542	785.2	881.3	8.5	6.093	384	0	pg180_o2nofp.cx10d_c32r128
1987	6905	97068	761.3	5479.1	67.6	14.058	112.905	2.757	34.838	216543	22.5	31.362	1564	785.1	881.2	86.7	5.375	384	0	pg181_o2nofp.cx10b_c32r128
1987	6992	98213	770.3	5545.6	68.2	14.047	112.813	2.791	35.159	219152	22.6	31.344	1552	785.3	881.3	8.8	6.062	384	0	pg181_o2nofp.cx10b_walsize_c32r128
1987	7169	100579	788.5	5587.3	68.6	14.029	112.624	2.812	35.353	224389	23.8	31.299	1593	785.6	881.6	5.4	6.218	384	0	pg181_o2nofp.cx10c_c32r128
1987	6943	97591	765.3	5504.4	67.8	14.056	112.877	2.771	34.931	217593	23.3	31.340	1611	785.5	881.6	7.8	5.919	384	0	pg181_o2nofp.cx10d_c32r128

qr500.L3

qr500.L3: range queries with 500 insert/s per client

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
9885	306152	13172	105.5	16057.9	257.6	0.043	0.353	1.625	26.683	1143574	51.5	3.735	81	789.6	885.7	89.2	3.220	15453	13222	pg1222_o2nofp.cx10a_c32r128
9882	306254	13150	105.6	16039.1	257.0	0.043	0.353	1.623	26.628	1139959	52.0	3.722	82	788.2	884.2	88.1	2.941	15229	12961	pg1322_o2nofp.cx10a_c32r128
9860	289408	13131	105.4	16016.6	256.5	0.045	0.373	1.624	26.633	1079837	51.7	3.731	86	787.4	883.4	89.0	3.037	14502	12450	pg1323_o2nofp.cx10a_c32r128
9868	309620	13147	106.1	15947.3	255.9	0.042	0.351	1.616	26.550	1148816	51.8	3.710	80	786.4	882.4	89.2	4.499	15583	13122	pg1419_o2nofp.cx10a_c32r128
9885	289071	13180	106.3	15994.1	256.5	0.046	0.376	1.618	26.570	1075179	52.3	3.719	87	786.6	882.6	88.7	3.641	14496	12137	pg1420_o2nofp.cx10a_c32r128
9882	310019	13176	106.2	15978.8	256.4	0.042	0.351	1.617	26.569	1158186	52.0	3.736	81	786.7	882.8	89.2	3.183	15599	13250	pg1514_o2nofp.cx10a_c32r128
9874	290091	13157	106.0	15970.4	256.3	0.045	0.374	1.617	26.576	1076201	52.2	3.710	86	786.9	882.9	88.4	5.466	14694	12391	pg1515_o2nofp.cx10a_c32r128
9920	305124	13220	106.7	16051.3	257.4	0.043	0.358	1.618	26.567	1132458	52.7	3.711	83	786.3	882.4	85.5	2.031	15173	12834	pg1610_o2nofp.cx10a_c32r128
9896	285527	13186	106.4	16001.0	256.7	0.046	0.382	1.617	26.560	1054556	52.9	3.693	89	786.4	882.5	86.2	2.717	14400	12418	pg1611_o2nofp.cx10a_c32r128
9898	302080	13204	106.5	16029.9	257.0	0.044	0.361	1.619	26.583	1114446	52.9	3.689	84	786.3	882.3	86.6	2.669	15087	12882	pg176_o2nofp.cx10a_c32r128
9912	286298	13218	106.7	16032.6	257.3	0.046	0.382	1.618	26.577	1060941	52.6	3.706	88	786.2	882.3	86.6	3.332	14336	12387	pg177_o2nofp.cx10a_c32r128
9912	304725	13223	106.7	16041.6	257.2	0.043	0.359	1.618	26.572	1131403	52.3	3.713	82	786.3	882.4	85.6	2.170	15407	13248	pg180_o2nofp.cx10b_c32r128
9912	301652	13208	106.0	16040.6	257.6	0.044	0.360	1.618	26.617	1118653	52.4	3.708	83	788.3	884.3	86.2	2.700	15238	13122	pg180_o2nofp.cx10c_c32r128
9909	299926	13202	106.4	16014.9	256.9	0.044	0.363	1.616	26.545	1112489	52.4	3.709	84	786.6	882.7	85.7	2.611	14976	12898	pg180_o2nofp.cx10d_c32r128
9904	283872	13202	106.5	16030.1	256.9	0.047	0.384	1.619	26.566	1051452	52.6	3.704	89	786.2	882.3	85.9	3.403	14209	12115	pg181_o2nofp.cx10b_c32r128
9890	282274	13187	106.5	15999.8	256.5	0.047	0.386	1.618	26.561	1043130	52.6	3.695	89	786.3	882.3	84.6	2.784	14224	12274	pg181_o2nofp.cx10b_walsize_c32r128
9901	284684	13187	105.8	16026.2	257.4	0.046	0.381	1.619	26.625	1057007	52.2	3.713	88	788.2	884.3	87.4	2.757	14240	12258	pg181_o2nofp.cx10c_c32r128
9901	287695	13198	106.4	16023.6	257.2	0.046	0.379	1.618	26.604	1065057	52.4	3.702	87	787.3	883.3	86.0	2.805	14448	12419	pg181_o2nofp.cx10d_c32r128

qp500.L4

qp500.L4: point queries with 500 insert/s per client

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
9317	3826	73438	576.2	20030.0	277.3	19.195	154.209	2.150	30.479	177481	37.4	46.389	4692	792.8	888.9	89.2	9.381	208	0	pg1222_o2nofp.cx10a_c32r128
9431	3837	73887	579.7	20201.4	280.8	19.257	154.709	2.142	30.488	178177	38.2	46.438	4779	791.3	887.4	49.8	10.725	208	0	pg1322_o2nofp.cx10a_c32r128
9343	3816	73424	576.1	20036.5	278.5	19.241	154.602	2.144	30.523	177091	38.1	46.409	4793	790.7	886.7	50.1	8.396	208	0	pg1323_o2nofp.cx10a_c32r128
9360	3863	74081	581.3	19978.3	278.5	19.179	154.100	2.134	30.464	177375	37.6	45.920	4672	789.4	885.5	48.6	11.079	208	0	pg1419_o2nofp.cx10a_c32r128
9353	3847	73805	579.1	20040.8	278.8	19.187	154.164	2.143	30.529	176749	38.1	45.948	4754	789.7	885.8	48.1	11.496	208	0	pg1420_o2nofp.cx10a_c32r128
9402	3983	75809	594.9	20101.0	280.6	19.035	152.951	2.138	30.563	180082	38.1	45.217	4592	789.7	885.8	48.8	10.087	224	0	pg1514_o2nofp.cx10a_c32r128
9409	3887	74532	584.8	20031.5	279.9	19.175	154.067	2.129	30.461	179013	38.2	46.054	4717	789.9	886.0	48.0	11.402	208	0	pg1515_o2nofp.cx10a_c32r128
9574	4222	79549	624.1	20573.1	285.7	18.840	151.360	2.149	30.559	185867	40.1	44.019	4559	789.4	885.4	39.7	10.127	224	0	pg1610_o2nofp.cx10a_c32r128
9426	4039	76654	601.4	20116.2	280.6	18.978	152.472	2.134	30.479	179943	39.7	44.550	4718	789.5	885.5	41.5	9.823	224	0	pg1611_o2nofp.cx10a_c32r128
9577	4206	79292	622.1	20516.7	285.5	18.854	151.479	2.142	30.522	184585	40.3	43.889	4599	789.3	885.4	38.4	10.812	224	0	pg176_o2nofp.cx10a_c32r128
9259	3963	75210	590.1	19729.9	275.5	18.978	152.475	2.131	30.473	176203	39.0	44.463	4724	789.2	885.2	33.5	10.202	224	0	pg177_o2nofp.cx10a_c32r128
9464	4132	78023	612.2	20213.7	281.8	18.883	151.720	2.136	30.496	182152	39.7	44.084	4612	789.2	885.3	39.2	10.570	224	0	pg180_o2nofp.cx10b_c32r128
9439	3954	75498	592.3	20200.2	281.0	19.095	153.408	2.140	30.489	179566	39.5	45.416	4795	791.3	887.4	39.5	10.031	224	0	pg180_o2nofp.cx10c_c32r128
9252	4018	76031	596.5	19971.9	276.9	18.922	152.026	2.159	30.642	177711	38.5	44.228	4599	789.7	885.7	37.2	10.599	224	0	pg180_o2nofp.cx10d_c32r128
9501	4087	77495	608.2	20343.0	283.3	18.962	152.379	2.141	30.535	182461	39.6	44.645	4651	789.3	885.3	38.2	8.719	224	0	pg181_o2nofp.cx10b_c32r128
9574	4147	78496	615.9	20475.6	285.3	18.927	152.055	2.139	30.518	184933	40.0	44.590	4629	789.3	885.3	37.2	7.598	224	0	pg181_o2nofp.cx10b_walsize_c32r128
9319	3953	75311	590.8	19940.4	277.7	19.052	153.055	2.140	30.519	178725	39.0	45.213	4736	791.3	887.4	35.5	10.467	224	0	pg181_o2nofp.cx10c_c32r128
9451	4053	76901	603.3	20175.1	281.4	18.975	152.437	2.135	30.486	179509	39.6	44.294	4690	790.4	886.5	40.9	10.839	224	0	pg181_o2nofp.cx10d_c32r128

qr1000.L5

qr1000.L5: range queries with 1000 insert/s per client

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
16725	153763	22162	176.7	26085.6	545.8	0.144	1.177	1.560	33.416	452179	70.8	2.941	221	803.6	936.8	85.8	5.984	7819	575	pg1222_o2nofp.cx10a_c32r128
16713	151075	22144	176.5	25872.0	546.5	0.147	1.196	1.548	33.484	434764	72.3	2.878	230	802.2	941.6	86.1	3.389	7708	543	pg1322_o2nofp.cx10a_c32r128
16536	144708	21919	174.6	25758.2	542.8	0.151	1.236	1.558	33.614	421741	71.6	2.914	237	801.9	897.9	86.4	2.348	7495	416	pg1323_o2nofp.cx10a_c32r128
16461	151319	21798	173.7	25546.9	543.8	0.144	1.176	1.552	33.827	441605	71.8	2.918	228	800.2	896.2	84.1	4.390	7737	384	pg1419_o2nofp.cx10a_c32r128
16371	142684	21678	172.8	25379.1	541.9	0.152	1.240	1.550	33.893	413941	72.7	2.901	245	800.5	939.8	82.2	11.111	7304	479	pg1420_o2nofp.cx10a_c32r128
17062	152278	22607	180.2	26175.0	555.8	0.148	1.212	1.534	33.359	441290	72.3	2.898	228	800.5	900.8	86.3	6.202	7739	985	pg1514_o2nofp.cx10a_c32r128
17013	144307	22550	179.7	26157.2	557.7	0.156	1.275	1.537	33.568	418861	72.3	2.903	240	800.7	896.8	85.8	2.121	7383	527	pg1515_o2nofp.cx10a_c32r128
16011	152780	21217	169.1	24716.1	528.3	0.139	1.133	1.544	33.786	427688	73.2	2.799	230	800.2	940.8	79.8	4.735	7910	384	pg1610_o2nofp.cx10a_c32r128
15940	143551	21127	168.3	24629.8	526.2	0.147	1.201	1.545	33.802	398119	74.1	2.773	248	800.2	937.4	81.6	2.651	7416	1087	pg1611_o2nofp.cx10a_c32r128
15943	145592	21120	168.3	24875.8	525.2	0.145	1.184	1.560	33.735	402981	73.8	2.768	243	800.1	896.2	79.5	2.122	7591	591	pg176_o2nofp.cx10a_c32r128
15731	139108	20851	166.1	24376.8	519.3	0.150	1.223	1.550	33.803	387623	73.4	2.787	253	799.9	896.0	82.1	2.434	7259	681	pg177_o2nofp.cx10a_c32r128
15772	149143	20957	169.2	24511.4	524.9	0.141	1.162	1.554	34.078	418741	72.8	2.808	234	800.0	896.1	81.7	4.279	7735	607	pg180_o2nofp.cx10b_c32r128
15748	148174	20870	166.3	24384.8	518.9	0.141	1.149	1.548	33.739	415305	73.0	2.803	236	802.1	903.3	77.2	7.683	7671	751	pg180_o2nofp.cx10c_c32r128
16039	146620	21325	171.9	24928.0	531.3	0.145	1.201	1.554	33.922	411576	73.1	2.807	239	800.4	896.5	82.0	1.982	7608	703	pg180_o2nofp.cx10d_c32r128
15873	140474	21089	170.1	25054.6	530.0	0.150	1.240	1.578	34.193	395970	72.7	2.819	248	800.1	945.2	79.0	2.005	7272	608	pg181_o2nofp.cx10b_c32r128
15880	140754	21050	167.7	24557.1	523.8	0.150	1.220	1.546	33.775	395808	73.1	2.812	249	800.1	896.1	79.1	2.325	7272	687	pg181_o2nofp.cx10b_walsize_c32r128
15584	141938	20794	170.2	24487.0	522.6	0.146	1.228	1.571	34.336	402486	72.8	2.836	246	802.2	898.3	79.9	2.623	7336	879	pg181_o2nofp.cx10c_c32r128
15738	143403	20977	171.6	24707.5	526.7	0.146	1.225	1.570	34.272	404293	73.0	2.819	244	801.2	897.3	77.8	2.013	7436	1007	pg181_o2nofp.cx10d_c32r128

qp1000.L6

qp1000.L6: point queries with 1000 insert/s per client

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
15003	1989	58162	503.9	31199.0	495.6	29.245	259.459	2.080	33.825	142504	68.4	71.653	16508	816.1	912.2	11.0	12.000	112	0	pg1222_o2nofp.cx10a_c32r128
14548	1957	56879	494.2	29969.3	482.8	29.063	258.598	2.060	33.985	139711	68.7	71.387	16849	814.7	910.8	15.9	13.326	112	0	pg1322_o2nofp.cx10a_c32r128
14688	1959	57159	494.5	30095.5	482.2	29.182	258.500	2.049	33.620	140552	69.2	71.758	16958	814.5	910.5	4.8	9.960	112	0	pg1323_o2nofp.cx10a_c32r128
15203	1992	58622	511.9	30973.6	503.3	29.430	263.137	2.037	33.898	145442	68.8	73.017	16579	812.6	908.6	15.3	10.847	112	0	pg1419_o2nofp.cx10a_c32r128
14736	1964	57380	502.1	30078.6	489.5	29.218	261.792	2.041	34.014	142481	68.5	72.550	16742	812.8	908.9	15.2	12.315	112	0	pg1420_o2nofp.cx10a_c32r128
14724	1956	57194	499.5	30143.6	491.0	29.242	261.515	2.047	34.150	141125	68.2	72.153	16737	812.9	908.9	15.2	9.953	112	0	pg1514_o2nofp.cx10a_c32r128
14703	1945	57049	499.7	30000.7	491.7	29.331	263.055	2.040	34.248	140611	68.2	72.294	16831	813.0	909.1	15.3	11.475	112	0	pg1515_o2nofp.cx10a_c32r128
13616	2084	57858	543.8	28542.9	494.3	27.763	267.192	2.096	37.177	134433	67.2	64.507	15478	810.2	906.2	8.4	9.866	112	0	pg1610_o2nofp.cx10a_c32r128
13284	2052	56723	532.8	27891.6	481.6	27.646	265.919	2.100	37.120	131488	67.0	64.084	15674	810.2	906.3	8.4	11.372	112	0	pg1611_o2nofp.cx10a_c32r128
13539	2130	58396	547.4	28940.1	495.6	27.417	263.180	2.138	37.485	135182	66.7	63.469	15032	809.9	905.9	44.5	10.010	112	0	pg176_o2nofp.cx10a_c32r128
13425	2090	57522	539.7	28140.0	487.6	27.521	264.410	2.096	37.188	133254	66.9	63.755	15364	809.7	905.7	45.8	11.953	112	0	pg177_o2nofp.cx10a_c32r128
14466	2301	63325	582.1	30518.1	533.3	27.516	258.997	2.110	37.747	146360	62.6	63.596	13056	805.2	901.3	61.4	10.495	128	0	pg180_o2nofp.cx10b_c32r128
14255	2302	62848	587.2	30330.7	530.1	27.295	261.133	2.128	38.079	149039	63.4	64.729	13217	807.3	903.3	52.8	5.181	128	16	pg180_o2nofp.cx10c_c32r128
14548	2353	64020	596.8	30987.3	539.5	27.210	259.750	2.130	37.974	153513	63.0	65.247	12853	805.6	901.6	59.7	11.245	128	16	pg180_o2nofp.cx10d_c32r128
14165	2294	62553	574.4	30208.8	522.5	27.269	256.399	2.133	37.775	145155	62.9	63.279	13162	805.5	901.5	44.8	12.076	112	0	pg181_o2nofp.cx10b_c32r128
14323	2297	63065	581.2	30380.7	532.0	27.454	259.108	2.121	38.033	145628	63.3	63.397	13227	805.4	901.5	50.1	10.801	128	0	pg181_o2nofp.cx10b_walsize_c32r128
14098	2280	62003	574.9	29790.9	518.4	27.200	258.260	2.113	37.651	146693	62.2	64.353	13098	807.3	903.3	45.5	11.247	128	0	pg181_o2nofp.cx10c_c32r128
14452	2325	63405	589.3	30648.2	533.1	27.273	259.569	2.121	37.770	152041	62.9	65.400	12987	806.2	902.2	48.9	7.076	127	0	pg181_o2nofp.cx10d_c32r128

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	92.765	7.009	0.120	0.087	0.013	0.006	nonzero	0.000	0.000	1.959	pg1222_o2nofp.cx10a_c32r128
0.000	89.839	9.689	0.365	0.091	0.010	0.006	nonzero	0.000	0.000	1.421	pg1322_o2nofp.cx10a_c32r128
0.000	91.437	8.272	0.180	0.094	0.010	0.006	nonzero	0.000	0.000	1.652	pg1323_o2nofp.cx10a_c32r128
0.000	88.798	10.881	0.220	0.083	0.012	0.006	nonzero	0.000	0.000	1.616	pg1419_o2nofp.cx10a_c32r128
0.000	89.116	10.611	0.189	0.064	0.014	0.007	nonzero	0.000	0.000	1.363	pg1420_o2nofp.cx10a_c32r128
0.000	88.843	10.908	0.149	0.076	0.016	0.007	nonzero	0.000	0.000	1.386	pg1514_o2nofp.cx10a_c32r128
0.000	89.254	10.490	0.167	0.066	0.016	0.006	nonzero	0.000	0.000	2.379	pg1515_o2nofp.cx10a_c32r128
0.000	89.280	10.433	0.189	0.077	0.014	0.007	nonzero	0.000	0.000	1.353	pg1610_o2nofp.cx10a_c32r128
0.000	89.419	10.364	0.133	0.062	0.016	0.006	nonzero	0.000	0.000	2.629	pg1611_o2nofp.cx10a_c32r128
0.000	89.743	9.916	0.243	0.077	0.014	0.006	nonzero	0.000	0.000	1.769	pg176_o2nofp.cx10a_c32r128
0.000	90.038	9.704	0.171	0.063	0.017	0.006	0.000	0.000	0.000	0.727	pg177_o2nofp.cx10a_c32r128
0.000	92.755	6.924	0.241	0.070	0.007	0.003	nonzero	0.000	0.000	1.424	pg180_o2nofp.cx10b_c32r128
0.000	92.466	7.179	0.260	0.070	0.018	0.007	nonzero	0.000	0.000	1.358	pg180_o2nofp.cx10c_c32r128
0.000	93.242	6.459	0.211	0.066	0.015	0.007	nonzero	0.000	0.000	2.442	pg180_o2nofp.cx10d_c32r128
0.000	92.951	6.739	0.213	0.072	0.020	0.006	nonzero	0.000	0.000	1.418	pg181_o2nofp.cx10b_c32r128
0.000	93.127	6.571	0.224	0.065	0.009	0.004	nonzero	0.000	0.000	1.389	pg181_o2nofp.cx10b_walsize_c32r128
0.000	92.487	7.142	0.280	0.067	0.017	0.006	nonzero	0.000	0.000	1.942	pg181_o2nofp.cx10c_c32r128
0.000	93.260	6.456	0.195	0.065	0.019	0.005	nonzero	0.000	0.000	2.097	pg181_o2nofp.cx10d_c32r128

l.x

TODO - determine whether there is data for create index response time


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	22.876	57.736	19.178	0.085	0.124	0.001	0.000	5.877	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	21.680	58.004	20.108	0.099	0.108	nonzero	0.000	5.144	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	19.451	55.797	24.538	0.118	0.095	nonzero	0.000	5.523	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	19.318	61.664	18.770	0.112	0.136	nonzero	0.000	5.394	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	19.997	59.692	20.104	0.095	0.111	nonzero	0.000	4.978	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	18.674	62.708	18.392	0.113	0.113	0.001	0.000	4.659	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	19.375	60.516	19.873	0.117	0.118	0.000	0.000	3.629	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	18.500	62.408	18.899	0.083	0.111	nonzero	0.000	4.024	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	18.921	61.478	19.413	0.075	0.112	0.001	0.000	6.370	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	18.395	63.000	18.416	0.091	0.097	0.000	0.000	3.771	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	18.034	62.821	18.962	0.068	0.115	0.000	0.000	3.726	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	18.998	62.949	17.860	0.073	0.120	nonzero	0.000	4.078	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	17.196	63.710	18.912	0.076	0.105	0.002	0.000	6.355	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	18.093	64.273	17.464	0.061	0.109	0.000	0.000	3.213	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	17.824	63.748	18.247	0.071	0.109	0.000	0.000	3.704	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	17.842	64.357	17.606	0.074	0.120	nonzero	0.000	4.779	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	17.001	63.191	19.610	0.088	0.108	nonzero	0.001	19.504	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	17.507	63.031	19.288	0.075	0.099	0.000	0.000	3.354	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	2.680	10.086	30.731	51.763	4.662	0.026	0.052	0.000	0.000	3.195	pg1222_o2nofp.cx10a_c32r128
0.000	2.267	9.621	30.028	52.205	5.790	0.035	0.055	0.000	0.000	2.483	pg1322_o2nofp.cx10a_c32r128
0.000	2.370	12.834	30.928	47.000	6.764	0.055	0.049	0.000	0.000	2.995	pg1323_o2nofp.cx10a_c32r128
0.000	2.614	9.950	30.476	53.104	3.760	0.038	0.058	0.000	0.000	3.882	pg1419_o2nofp.cx10a_c32r128
0.000	2.325	9.038	25.230	57.952	5.355	0.039	0.060	0.000	0.000	2.373	pg1420_o2nofp.cx10a_c32r128
0.000	2.540	10.011	29.701	53.742	3.910	0.036	0.060	0.000	0.000	3.351	pg1514_o2nofp.cx10a_c32r128
0.000	2.531	9.403	23.180	59.318	5.462	0.046	0.060	0.000	0.000	2.908	pg1515_o2nofp.cx10a_c32r128
0.000	2.543	8.597	26.093	57.978	4.700	0.037	0.052	0.000	0.000	2.460	pg1610_o2nofp.cx10a_c32r128
0.000	2.223	7.785	21.627	62.077	6.188	0.034	0.065	0.000	0.000	3.093	pg1611_o2nofp.cx10a_c32r128
0.000	2.476	9.092	22.367	60.738	5.235	0.041	0.051	0.000	0.000	3.424	pg176_o2nofp.cx10a_c32r128
0.000	2.448	8.465	22.136	61.393	5.470	0.023	0.066	0.000	0.000	2.375	pg177_o2nofp.cx10a_c32r128
0.000	2.489	8.647	20.642	62.623	5.508	0.028	0.063	0.000	0.000	3.157	pg180_o2nofp.cx10b_c32r128
0.000	2.367	8.545	26.804	56.959	5.238	0.032	0.056	0.000	0.000	2.594	pg180_o2nofp.cx10c_c32r128
0.000	2.507	9.125	26.948	56.747	4.599	0.024	0.050	0.000	0.000	2.550	pg180_o2nofp.cx10d_c32r128
0.000	2.378	8.485	25.995	57.834	5.218	0.032	0.057	0.000	0.000	2.344	pg181_o2nofp.cx10b_c32r128
0.000	2.329	8.576	25.010	58.859	5.135	0.031	0.059	0.000	0.000	2.480	pg181_o2nofp.cx10b_walsize_c32r128
0.000	2.385	8.878	26.008	56.908	5.722	0.041	0.057	0.000	0.000	2.448	pg181_o2nofp.cx10c_c32r128
0.000	2.490	8.927	26.165	56.917	5.413	0.035	0.053	0.000	0.000	2.599	pg181_o2nofp.cx10d_c32r128

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	38.455	60.817	0.262	0.277	0.045	0.101	0.043	nonzero	0.000	4.410	pg1222_o2nofp.cx10a_c32r128
0.096	37.650	61.575	0.259	0.335	0.023	0.041	0.022	0.000	0.000	3.693	pg1322_o2nofp.cx10a_c32r128
0.124	42.876	55.647	0.329	0.931	0.033	0.050	0.010	nonzero	0.000	4.482	pg1323_o2nofp.cx10a_c32r128
0.100	34.270	64.865	0.307	0.318	0.034	0.072	0.033	nonzero	0.000	5.278	pg1419_o2nofp.cx10a_c32r128
0.004	31.347	67.951	0.308	0.219	0.042	0.099	0.030	nonzero	0.000	5.714	pg1420_o2nofp.cx10a_c32r128
0.166	31.732	66.862	0.410	0.700	0.035	0.066	0.028	nonzero	0.000	5.723	pg1514_o2nofp.cx10a_c32r128
0.198	37.098	61.732	0.330	0.548	0.025	0.048	0.021	nonzero	0.000	4.810	pg1515_o2nofp.cx10a_c32r128
0.139	34.588	64.730	0.066	0.377	0.026	0.054	0.019	0.001	0.000	5.782	pg1610_o2nofp.cx10a_c32r128
0.057	36.232	63.293	0.047	0.266	0.023	0.058	0.023	nonzero	0.000	4.646	pg1611_o2nofp.cx10a_c32r128
0.194	39.296	59.798	0.087	0.547	0.020	0.038	0.021	0.001	0.000	5.914	pg176_o2nofp.cx10a_c32r128
0.042	33.708	65.620	0.115	0.383	0.031	0.069	0.032	nonzero	0.000	5.933	pg177_o2nofp.cx10a_c32r128
0.088	37.304	62.059	0.137	0.309	0.025	0.051	0.026	nonzero	0.000	4.508	pg180_o2nofp.cx10b_c32r128
0.019	36.044	63.278	0.133	0.383	0.033	0.070	0.039	nonzero	0.000	4.730	pg180_o2nofp.cx10c_c32r128
0.014	36.189	63.165	0.137	0.354	0.031	0.074	0.034	0.001	0.000	6.884	pg180_o2nofp.cx10d_c32r128
0.030	38.329	61.337	0.048	0.168	0.022	0.049	0.018	0.000	0.000	3.923	pg181_o2nofp.cx10b_c32r128
nonzero	36.815	62.893	0.063	0.122	0.026	0.058	0.023	nonzero	0.000	4.672	pg181_o2nofp.cx10b_walsize_c32r128
0.143	37.895	61.155	0.125	0.613	0.017	0.029	0.022	0.001	0.000	6.938	pg181_o2nofp.cx10c_c32r128
nonzero	37.618	62.173	0.024	0.089	0.023	0.052	0.020	0.000	0.000	3.749	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	8.443	91.553	0.002	0.002	0.001	0.000	0.000	2.114	pg1222_o2nofp.cx10a_c32r128
0.261	2.529	3.344	10.676	83.186	0.002	0.001	nonzero	0.000	0.000	2.152	pg1322_o2nofp.cx10a_c32r128
0.067	2.597	15.046	26.014	56.266	0.003	0.006	nonzero	0.000	0.000	1.422	pg1323_o2nofp.cx10a_c32r128
0.072	1.562	2.116	2.969	93.276	0.002	0.001	0.001	0.000	0.000	2.898	pg1419_o2nofp.cx10a_c32r128
0.044	1.157	0.017	6.782	91.995	0.003	0.002	nonzero	0.000	0.000	2.767	pg1420_o2nofp.cx10a_c32r128
0.379	6.266	3.613	0.630	89.108	0.003	0.001	nonzero	0.000	0.000	3.339	pg1514_o2nofp.cx10a_c32r128
0.179	4.950	5.544	2.556	86.764	0.003	0.003	nonzero	0.000	0.000	3.166	pg1515_o2nofp.cx10a_c32r128
0.169	3.402	2.578	0.215	93.630	0.004	0.002	nonzero	nonzero	0.000	4.004	pg1610_o2nofp.cx10a_c32r128
0.109	2.408	1.236	0.112	96.130	0.004	0.001	nonzero	0.000	0.000	2.276	pg1611_o2nofp.cx10a_c32r128
0.263	4.544	5.428	0.091	89.668	0.003	0.002	nonzero	0.000	0.000	2.706	pg176_o2nofp.cx10a_c32r128
0.186	2.335	1.438	0.208	95.830	0.002	0.001	0.001	0.000	0.000	3.436	pg177_o2nofp.cx10a_c32r128
0.201	3.386	0.853	0.186	95.368	0.003	0.002	nonzero	0.000	0.000	2.062	pg180_o2nofp.cx10b_c32r128
0.181	2.468	0.029	0.174	97.142	0.003	0.002	0.001	0.000	0.000	2.253	pg180_o2nofp.cx10c_c32r128
0.188	2.439	1.807	0.180	95.379	0.004	0.003	nonzero	0.000	0.000	2.608	pg180_o2nofp.cx10d_c32r128
0.015	0.842	2.794	0.429	95.915	0.003	0.001	0.001	0.000	0.000	2.399	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	0.823	99.174	0.002	0.001	nonzero	0.000	0.000	2.369	pg181_o2nofp.cx10b_walsize_c32r128
0.183	6.141	6.328	0.144	87.194	0.007	0.003	0.001	nonzero	0.000	4.334	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	0.077	99.921	0.001	0.001	nonzero	0.000	0.000	3.110	pg181_o2nofp.cx10d_c32r128

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.601	pg1222_o2nofp.cx10a_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.930	pg1322_o2nofp.cx10a_c32r128
99.995	0.005	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.732	pg1323_o2nofp.cx10a_c32r128
99.996	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.772	pg1419_o2nofp.cx10a_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.271	pg1420_o2nofp.cx10a_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.258	pg1514_o2nofp.cx10a_c32r128
99.995	0.004	0.001	nonzero	0.000	nonzero	0.000	0.000	0.000	0.000	0.083	pg1515_o2nofp.cx10a_c32r128
99.996	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.331	pg1610_o2nofp.cx10a_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.804	pg1611_o2nofp.cx10a_c32r128
99.996	0.003	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.120	pg176_o2nofp.cx10a_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.353	pg177_o2nofp.cx10a_c32r128
99.996	0.004	0.001	nonzero	nonzero	nonzero	nonzero	nonzero	0.000	0.000	1.121	pg180_o2nofp.cx10b_c32r128
99.996	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.553	pg180_o2nofp.cx10c_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.590	pg180_o2nofp.cx10d_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.809	pg181_o2nofp.cx10b_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.707	pg181_o2nofp.cx10b_walsize_c32r128
99.995	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.487	pg181_o2nofp.cx10c_c32r128
99.996	0.004	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.440	pg181_o2nofp.cx10d_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	90.944	8.803	0.120	0.125	0.008	0.000	0.000	1.349	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	92.420	7.408	0.121	0.051	0.000	0.000	0.000	0.995	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	93.187	6.615	0.068	0.130	0.000	0.000	0.000	0.998	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	92.553	7.304	0.063	0.079	0.000	0.000	0.000	0.849	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	91.556	8.307	0.081	0.056	0.000	0.000	0.000	0.744	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	92.240	7.575	0.112	0.067	0.006	0.000	0.000	1.107	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	90.610	9.242	0.109	0.038	0.000	0.000	0.000	0.627	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	99.094	0.834	0.042	0.028	0.001	0.000	0.000	1.152	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	98.945	0.947	0.050	0.058	0.000	0.000	0.000	0.996	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	99.123	0.814	0.054	0.009	0.000	0.000	0.000	0.644	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	98.469	1.416	0.048	0.061	0.006	0.000	0.000	1.116	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	98.308	1.601	0.037	0.053	0.001	0.000	0.000	1.162	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	98.117	1.804	0.037	0.040	0.001	0.000	0.000	1.215	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	98.885	0.987	0.078	0.048	0.002	0.000	0.000	1.397	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	98.326	1.520	0.099	0.053	0.001	0.000	0.000	1.394	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	98.865	1.010	0.046	0.078	0.000	0.000	0.000	0.852	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	98.185	1.650	0.080	0.083	0.002	0.000	0.000	1.296	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	98.636	1.160	0.065	0.125	0.013	0.000	0.000	1.329	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	24.111	74.769	1.113	0.002	0.003	0.001	0.000	0.000	0.000	0.457	pg1222_o2nofp.cx10a_c32r128
0.000	22.029	77.260	0.699	0.003	0.008	0.001	0.000	0.000	0.000	0.568	pg1322_o2nofp.cx10a_c32r128
0.000	21.687	75.902	2.405	0.000	0.001	0.006	0.000	0.000	0.000	0.765	pg1323_o2nofp.cx10a_c32r128
0.000	24.397	74.740	0.862	0.000	0.000	0.001	0.000	0.000	0.000	0.285	pg1419_o2nofp.cx10a_c32r128
0.000	21.057	76.553	2.385	0.001	0.001	0.003	0.000	0.000	0.000	0.430	pg1420_o2nofp.cx10a_c32r128
0.000	25.471	74.063	0.459	0.002	0.003	0.001	0.000	0.000	0.000	0.281	pg1514_o2nofp.cx10a_c32r128
0.000	23.320	74.820	1.855	0.001	0.004	0.000	0.000	0.000	0.000	0.197	pg1515_o2nofp.cx10a_c32r128
0.000	26.331	73.395	0.272	0.002	0.000	0.000	0.000	0.000	0.000	0.017	pg1610_o2nofp.cx10a_c32r128
0.000	21.185	75.297	3.516	0.001	0.001	0.000	0.000	0.000	0.000	0.220	pg1611_o2nofp.cx10a_c32r128
0.000	22.652	73.422	3.923	0.001	0.001	0.000	0.000	0.000	0.000	0.115	pg176_o2nofp.cx10a_c32r128
0.000	21.790	73.509	4.698	0.002	0.001	0.001	0.000	0.000	0.000	0.385	pg177_o2nofp.cx10a_c32r128
0.000	23.008	74.472	2.516	0.001	0.001	0.002	0.000	0.000	0.000	0.514	pg180_o2nofp.cx10b_c32r128
0.000	24.249	74.261	1.483	0.003	0.001	0.002	0.000	0.000	0.000	0.863	pg180_o2nofp.cx10c_c32r128
0.000	24.741	74.556	0.700	0.001	0.001	0.001	0.000	0.000	0.000	0.437	pg180_o2nofp.cx10d_c32r128
0.000	22.555	74.951	2.487	0.003	0.004	0.000	0.000	0.000	0.000	0.198	pg181_o2nofp.cx10b_c32r128
0.000	21.919	74.367	3.712	0.000	0.001	0.001	0.000	0.000	0.000	0.728	pg181_o2nofp.cx10b_walsize_c32r128
0.000	23.441	74.815	1.743	0.000	0.001	0.000	0.000	0.000	0.000	0.121	pg181_o2nofp.cx10c_c32r128
0.000	24.175	74.822	0.997	0.003	0.001	0.001	0.000	0.000	0.000	0.467	pg181_o2nofp.cx10d_c32r128

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	2.390	93.810	0.707	2.958	0.075	0.043	0.017	0.002	0.000	6.091	pg1222_o2nofp.cx10a_c32r128
nonzero	2.410	93.860	0.659	2.939	0.074	0.042	0.014	0.002	0.000	6.907	pg1322_o2nofp.cx10a_c32r128
0.000	2.231	94.087	0.624	2.916	0.079	0.048	0.015	0.001	0.000	5.458	pg1323_o2nofp.cx10a_c32r128
nonzero	2.394	93.938	0.613	2.923	0.076	0.042	0.013	0.001	0.000	5.692	pg1419_o2nofp.cx10a_c32r128
nonzero	2.313	94.083	0.620	2.841	0.075	0.051	0.016	0.001	0.000	4.923	pg1420_o2nofp.cx10a_c32r128
nonzero	2.371	93.956	0.651	2.887	0.074	0.044	0.014	0.002	0.000	6.078	pg1514_o2nofp.cx10a_c32r128
nonzero	2.234	94.105	0.661	2.853	0.077	0.052	0.015	0.001	0.000	5.773	pg1515_o2nofp.cx10a_c32r128
nonzero	2.592	94.177	0.195	2.901	0.082	0.043	0.008	0.001	0.000	6.514	pg1610_o2nofp.cx10a_c32r128
nonzero	2.328	94.392	0.230	2.915	0.082	0.042	0.010	0.001	0.000	5.460	pg1611_o2nofp.cx10a_c32r128
0.000	2.475	94.287	0.196	2.920	0.078	0.035	0.009	0.001	0.000	6.439	pg176_o2nofp.cx10a_c32r128
nonzero	2.230	94.436	0.242	2.976	0.073	0.032	0.011	0.001	0.000	6.693	pg177_o2nofp.cx10a_c32r128
nonzero	2.288	94.373	0.227	3.003	0.073	0.030	0.006	0.001	0.000	5.566	pg180_o2nofp.cx10b_c32r128
0.000	2.244	94.279	0.259	3.119	0.068	0.024	0.006	0.001	0.000	6.200	pg180_o2nofp.cx10c_c32r128
nonzero	2.284	94.383	0.231	2.986	0.074	0.033	0.009	0.001	0.000	6.093	pg180_o2nofp.cx10d_c32r128
nonzero	2.137	94.545	0.249	2.937	0.082	0.039	0.010	0.001	0.000	5.375	pg181_o2nofp.cx10b_c32r128
nonzero	2.166	94.487	0.263	2.964	0.076	0.033	0.009	0.001	0.000	6.062	pg181_o2nofp.cx10b_walsize_c32r128
nonzero	2.045	94.468	0.264	3.122	0.071	0.023	0.006	0.001	0.000	6.218	pg181_o2nofp.cx10c_c32r128
nonzero	2.101	94.547	0.214	3.013	0.082	0.036	0.007	0.001	0.000	5.919	pg181_o2nofp.cx10d_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	63.540	33.156	1.148	0.955	1.124	0.078	0.000	6.055	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	64.547	32.360	1.065	0.849	1.042	0.137	0.000	6.827	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	64.952	31.942	1.122	0.978	0.974	0.032	0.000	5.215	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	66.610	30.438	0.997	0.899	0.965	0.092	0.000	5.442	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	62.825	34.117	1.115	1.003	0.910	0.030	0.000	4.594	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	63.598	33.169	1.148	0.812	1.124	0.149	0.000	5.674	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	63.890	32.699	1.188	1.133	1.023	0.067	0.000	5.127	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	64.739	32.881	0.955	0.663	0.718	0.044	0.000	5.727	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	66.511	31.162	0.985	0.651	0.669	0.021	0.000	4.779	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	67.088	30.661	0.992	0.583	0.660	0.015	0.000	5.755	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	66.153	31.394	0.919	0.739	0.776	0.019	0.000	6.736	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	68.346	29.679	0.902	0.489	0.520	0.064	0.000	5.349	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	68.323	29.872	0.802	0.447	0.538	0.018	0.000	5.591	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	68.007	29.828	0.866	0.565	0.683	0.051	0.000	5.393	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	64.983	32.685	0.991	0.615	0.699	0.027	0.000	5.303	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	66.676	31.023	0.926	0.565	0.768	0.043	0.000	5.749	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	69.276	28.893	0.758	0.481	0.565	0.028	0.000	6.058	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	69.384	28.605	0.936	0.526	0.508	0.041	0.000	5.396	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	55.915	39.570	4.401	0.028	0.033	0.051	0.001	0.000	4.255	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	51.863	43.421	4.585	0.032	0.035	0.058	0.006	0.000	6.770	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	50.146	45.094	4.665	0.019	0.040	0.036	0.001	0.000	4.470	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	53.555	41.629	4.694	0.015	0.042	0.063	0.002	0.000	4.824	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	46.623	48.293	4.974	0.017	0.051	0.040	0.001	0.000	4.540	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	54.540	40.295	5.023	0.014	0.053	0.067	0.009	0.000	5.273	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	53.537	41.418	4.903	0.022	0.080	0.037	0.003	0.000	4.915	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	56.227	38.877	4.844	0.010	0.014	0.026	0.001	0.000	4.049	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	43.539	51.183	5.243	0.014	0.013	0.008	0.000	0.000	3.417	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	45.489	49.943	4.527	0.011	0.011	0.019	0.000	0.000	2.771	pg176_o2nofp.cx10a_c32r128
0.000	0.000	43.327	52.190	4.435	0.007	0.019	0.022	0.000	0.000	3.640	pg177_o2nofp.cx10a_c32r128
0.000	0.000	49.385	45.971	4.584	0.009	0.030	0.020	0.001	0.000	5.240	pg180_o2nofp.cx10b_c32r128
0.000	0.000	49.812	45.991	4.137	0.011	0.039	0.010	0.000	0.000	3.650	pg180_o2nofp.cx10c_c32r128
0.000	0.000	52.559	43.315	4.075	0.010	0.026	0.013	0.001	0.000	4.247	pg180_o2nofp.cx10d_c32r128
0.000	0.000	47.122	48.034	4.805	0.009	0.014	0.015	0.001	0.000	4.221	pg181_o2nofp.cx10b_c32r128
0.000	0.000	51.346	44.204	4.409	0.005	0.023	0.013	0.000	0.000	3.958	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	48.905	46.415	4.635	0.004	0.017	0.024	0.001	0.000	5.660	pg181_o2nofp.cx10c_c32r128
0.000	0.000	53.492	41.804	4.658	0.013	0.015	0.017	0.001	0.000	5.177	pg181_o2nofp.cx10d_c32r128

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.969	0.025	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	3.220	pg1222_o2nofp.cx10a_c32r128
99.967	0.026	0.005	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.941	pg1322_o2nofp.cx10a_c32r128
99.964	0.029	0.005	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	3.037	pg1323_o2nofp.cx10a_c32r128
99.963	0.028	0.005	0.002	0.002	nonzero	nonzero	nonzero	nonzero	0.000	4.499	pg1419_o2nofp.cx10a_c32r128
99.962	0.031	0.005	0.001	0.002	nonzero	nonzero	nonzero	0.000	0.000	3.641	pg1420_o2nofp.cx10a_c32r128
99.970	0.024	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	3.183	pg1514_o2nofp.cx10a_c32r128
99.961	0.031	0.005	0.001	0.002	nonzero	nonzero	nonzero	nonzero	0.000	5.466	pg1515_o2nofp.cx10a_c32r128
99.972	0.022	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.031	pg1610_o2nofp.cx10a_c32r128
99.966	0.027	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.717	pg1611_o2nofp.cx10a_c32r128
99.970	0.023	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.669	pg176_o2nofp.cx10a_c32r128
99.968	0.025	0.005	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	3.332	pg177_o2nofp.cx10a_c32r128
99.973	0.021	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.170	pg180_o2nofp.cx10b_c32r128
99.971	0.022	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.700	pg180_o2nofp.cx10c_c32r128
99.971	0.022	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.611	pg180_o2nofp.cx10d_c32r128
99.967	0.026	0.005	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	3.403	pg181_o2nofp.cx10b_c32r128
99.966	0.027	0.005	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.784	pg181_o2nofp.cx10b_walsize_c32r128
99.967	0.027	0.004	0.001	0.001	nonzero	nonzero	nonzero	0.000	0.000	2.757	pg181_o2nofp.cx10c_c32r128
99.966	0.026	0.005	0.001	0.002	nonzero	nonzero	nonzero	0.000	0.000	2.805	pg181_o2nofp.cx10d_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	78.547	20.351	0.635	0.330	0.135	0.002	0.000	4.488	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	76.313	22.533	0.732	0.287	0.135	0.000	0.000	3.702	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	76.439	22.467	0.641	0.311	0.140	0.002	0.000	4.559	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	72.942	25.737	0.894	0.288	0.137	0.002	0.000	4.938	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	75.705	23.059	0.763	0.351	0.122	0.000	0.000	3.748	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	78.534	20.434	0.565	0.342	0.122	0.003	0.000	5.262	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	74.761	24.048	0.721	0.347	0.119	0.004	0.000	5.558	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	84.114	15.129	0.468	0.238	0.051	0.000	0.000	3.032	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	82.143	17.000	0.562	0.223	0.069	0.002	0.000	4.831	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	82.382	16.811	0.509	0.207	0.091	0.000	0.000	3.383	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	83.535	15.676	0.474	0.244	0.071	0.000	0.000	3.722	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	83.580	15.677	0.457	0.228	0.058	0.000	0.000	3.544	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	83.596	15.676	0.462	0.212	0.055	0.000	0.000	3.886	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	83.298	15.938	0.470	0.236	0.058	0.000	0.000	3.705	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	82.975	16.299	0.459	0.218	0.046	0.003	0.000	6.631	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	82.354	16.879	0.479	0.207	0.076	0.005	0.000	4.655	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	83.987	15.216	0.493	0.241	0.062	0.000	0.000	3.642	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	82.028	17.134	0.533	0.216	0.089	0.000	0.000	3.595	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	5.695	88.957	5.302	0.020	0.016	0.010	nonzero	0.000	4.088	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.200	92.752	6.988	0.031	0.017	0.013	0.000	0.000	2.848	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	1.280	92.331	6.337	0.025	0.015	0.011	0.000	0.000	3.848	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	5.454	87.417	7.071	0.034	0.009	0.014	0.000	0.000	3.168	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.125	89.337	10.470	0.037	0.023	0.009	0.000	0.000	3.728	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	5.333	86.645	7.967	0.021	0.022	0.010	nonzero	0.000	4.871	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	3.510	85.061	11.365	0.032	0.021	0.011	0.001	0.000	4.973	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	4.972	81.875	13.131	0.016	0.006	0.001	0.000	0.000	1.738	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.053	84.997	14.920	0.020	0.005	0.004	0.000	0.000	3.536	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	2.488	81.502	15.977	0.024	0.004	0.004	0.000	0.000	2.845	pg176_o2nofp.cx10a_c32r128
0.000	0.000	1.987	85.642	12.347	0.019	0.004	0.002	0.000	0.000	2.526	pg177_o2nofp.cx10a_c32r128
0.000	0.000	3.517	87.230	9.234	0.011	0.004	0.003	0.000	0.000	3.348	pg180_o2nofp.cx10b_c32r128
0.000	0.000	4.166	85.529	10.283	0.016	0.004	0.002	0.000	0.000	3.425	pg180_o2nofp.cx10c_c32r128
0.000	0.000	3.983	84.447	11.545	0.016	0.007	0.003	0.000	0.000	3.043	pg180_o2nofp.cx10d_c32r128
0.000	0.000	2.172	85.362	12.447	0.014	0.004	0.002	nonzero	0.000	5.657	pg181_o2nofp.cx10b_c32r128
0.000	0.000	2.224	85.872	11.880	0.018	0.004	0.001	0.000	0.000	2.632	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	3.404	84.649	11.923	0.016	0.005	0.004	0.000	0.000	3.219	pg181_o2nofp.cx10c_c32r128
0.000	0.000	3.762	86.086	10.125	0.021	0.004	0.003	0.000	0.000	2.937	pg181_o2nofp.cx10d_c32r128

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.102	90.621	3.499	5.647	0.085	0.026	0.014	0.005	0.000	9.381	pg1222_o2nofp.cx10a_c32r128
0.000	0.102	90.527	3.544	5.692	0.089	0.024	0.018	0.004	0.000	10.725	pg1322_o2nofp.cx10a_c32r128
0.000	0.092	90.557	3.534	5.690	0.084	0.023	0.013	0.006	0.000	8.396	pg1323_o2nofp.cx10a_c32r128
0.000	0.105	90.896	3.235	5.639	0.081	0.024	0.014	0.006	0.000	11.079	pg1419_o2nofp.cx10a_c32r128
0.000	0.096	90.822	3.337	5.616	0.083	0.026	0.014	0.005	0.000	11.496	pg1420_o2nofp.cx10a_c32r128
0.000	0.112	91.242	3.004	5.522	0.081	0.022	0.012	0.005	0.000	10.087	pg1514_o2nofp.cx10a_c32r128
0.000	0.096	90.690	3.465	5.623	0.086	0.022	0.014	0.004	0.000	11.402	pg1515_o2nofp.cx10a_c32r128
0.000	0.121	92.539	1.631	5.603	0.068	0.026	0.011	0.002	0.000	10.127	pg1610_o2nofp.cx10a_c32r128
0.000	0.104	92.040	2.072	5.673	0.070	0.023	0.013	0.004	0.000	9.823	pg1611_o2nofp.cx10a_c32r128
0.000	0.119	92.338	1.790	5.649	0.067	0.021	0.014	0.002	0.000	10.812	pg176_o2nofp.cx10a_c32r128
0.000	0.104	91.970	2.130	5.688	0.069	0.020	0.012	0.006	0.000	10.202	pg177_o2nofp.cx10a_c32r128
0.000	0.111	92.172	1.957	5.660	0.064	0.022	0.011	0.004	0.000	10.570	pg180_o2nofp.cx10b_c32r128
0.000	0.091	91.395	2.507	5.884	0.077	0.028	0.013	0.004	0.000	10.031	pg180_o2nofp.cx10c_c32r128
0.000	0.110	92.140	1.989	5.647	0.072	0.025	0.010	0.006	0.000	10.599	pg180_o2nofp.cx10d_c32r128
0.000	0.093	91.885	2.185	5.728	0.070	0.023	0.012	0.004	0.000	8.719	pg181_o2nofp.cx10b_c32r128
0.000	0.095	91.995	2.086	5.710	0.070	0.028	0.011	0.003	0.000	7.598	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.081	91.670	2.293	5.842	0.073	0.024	0.010	0.007	0.000	10.467	pg181_o2nofp.cx10c_c32r128
0.000	0.095	92.020	2.062	5.716	0.070	0.022	0.012	0.004	0.000	10.839	pg181_o2nofp.cx10d_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	25.300	69.276	4.678	0.377	0.269	0.099	0.000	9.354	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	26.526	67.885	4.869	0.329	0.324	0.066	0.000	10.684	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	25.881	68.584	4.873	0.316	0.243	0.103	0.000	8.380	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	28.380	66.885	4.031	0.350	0.258	0.097	0.000	11.053	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	27.020	67.582	4.651	0.387	0.263	0.098	0.000	11.714	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	28.446	66.756	4.178	0.324	0.205	0.091	0.000	10.092	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	25.948	68.565	4.821	0.332	0.257	0.077	0.000	11.244	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	31.939	64.983	2.445	0.377	0.209	0.047	0.000	10.457	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	27.979	68.340	3.030	0.315	0.260	0.076	0.000	9.649	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	32.089	64.590	2.703	0.312	0.261	0.045	0.000	10.599	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	27.721	68.431	3.201	0.289	0.239	0.120	0.000	11.004	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	29.429	67.215	2.783	0.294	0.200	0.079	0.000	10.506	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	25.069	71.167	3.019	0.425	0.241	0.079	0.000	10.319	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	28.848	67.719	2.737	0.381	0.199	0.116	0.000	11.342	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	28.193	68.421	2.743	0.338	0.241	0.064	0.000	8.867	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	27.966	68.560	2.808	0.376	0.232	0.056	0.000	7.572	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	27.724	68.904	2.729	0.331	0.188	0.124	0.000	10.545	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	29.054	67.571	2.769	0.300	0.228	0.079	0.000	10.611	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	49.879	49.646	0.201	0.194	0.066	0.014	0.000	8.869	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	36.439	63.102	0.222	0.153	0.078	0.007	0.000	7.772	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	41.408	58.147	0.210	0.142	0.060	0.033	0.000	7.632	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	49.238	50.353	0.172	0.169	0.055	0.013	0.000	9.709	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	37.732	61.764	0.221	0.192	0.072	0.018	0.000	8.708	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	42.808	56.816	0.180	0.137	0.045	0.014	0.000	8.179	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	43.819	55.768	0.198	0.146	0.063	0.005	0.000	9.184	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	37.089	62.513	0.201	0.143	0.048	0.006	0.000	8.829	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	28.759	70.805	0.213	0.143	0.067	0.012	0.000	7.183	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	26.841	72.761	0.216	0.118	0.058	0.006	0.000	8.708	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	26.146	73.442	0.203	0.137	0.058	0.014	0.000	7.882	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	34.108	65.541	0.192	0.111	0.041	0.007	0.000	9.835	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	34.318	65.180	0.258	0.182	0.048	0.014	0.000	7.584	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	33.650	65.880	0.240	0.166	0.046	0.018	0.000	9.680	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	34.238	65.364	0.188	0.147	0.050	0.013	0.000	7.340	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	33.687	65.828	0.238	0.171	0.068	0.007	0.000	7.054	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	35.540	64.051	0.207	0.136	0.046	0.019	0.000	8.642	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	35.630	64.031	0.167	0.111	0.057	0.005	0.000	9.458	pg181_o2nofp.cx10d_c32r128

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.619	1.158	0.092	0.091	0.039	0.001	nonzero	nonzero	nonzero	0.000	5.984	pg1222_o2nofp.cx10a_c32r128
98.480	1.290	0.095	0.093	0.039	0.001	nonzero	nonzero	0.000	0.000	3.389	pg1322_o2nofp.cx10a_c32r128
98.398	1.364	0.098	0.097	0.042	0.001	nonzero	nonzero	0.000	0.000	2.348	pg1323_o2nofp.cx10a_c32r128
98.513	1.258	0.095	0.093	0.040	0.001	nonzero	nonzero	nonzero	0.000	4.390	pg1419_o2nofp.cx10a_c32r128
98.252	1.501	0.103	0.101	0.042	0.001	nonzero	nonzero	nonzero	0.000	11.111	pg1420_o2nofp.cx10a_c32r128
98.456	1.315	0.095	0.092	0.041	0.001	nonzero	nonzero	nonzero	0.000	6.202	pg1514_o2nofp.cx10a_c32r128
98.332	1.423	0.103	0.099	0.041	0.001	nonzero	nonzero	0.000	0.000	2.121	pg1515_o2nofp.cx10a_c32r128
98.946	0.888	0.049	0.072	0.044	0.002	nonzero	nonzero	nonzero	0.000	4.735	pg1610_o2nofp.cx10a_c32r128
98.767	1.052	0.053	0.079	0.047	0.002	nonzero	nonzero	0.000	0.000	2.651	pg1611_o2nofp.cx10a_c32r128
98.762	1.057	0.052	0.078	0.048	0.002	nonzero	nonzero	0.000	0.000	2.122	pg176_o2nofp.cx10a_c32r128
98.683	1.130	0.054	0.081	0.050	0.002	nonzero	nonzero	0.000	0.000	2.434	pg177_o2nofp.cx10a_c32r128
98.907	0.923	0.049	0.073	0.045	0.002	nonzero	nonzero	nonzero	0.000	4.279	pg180_o2nofp.cx10b_c32r128
98.883	0.943	0.050	0.075	0.047	0.002	nonzero	nonzero	nonzero	0.000	7.683	pg180_o2nofp.cx10c_c32r128
98.836	0.987	0.051	0.076	0.048	0.002	nonzero	nonzero	0.000	0.000	1.982	pg180_o2nofp.cx10d_c32r128
98.764	1.054	0.053	0.080	0.047	0.002	nonzero	nonzero	0.000	0.000	2.005	pg181_o2nofp.cx10b_c32r128
98.761	1.057	0.052	0.079	0.048	0.002	nonzero	nonzero	0.000	0.000	2.325	pg181_o2nofp.cx10b_walsize_c32r128
98.814	1.008	0.051	0.077	0.047	0.002	nonzero	nonzero	0.000	0.000	2.623	pg181_o2nofp.cx10c_c32r128
98.816	1.006	0.051	0.077	0.047	0.002	nonzero	nonzero	0.000	0.000	2.013	pg181_o2nofp.cx10d_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	25.531	45.646	28.459	0.220	0.134	0.011	0.000	13.090	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	26.388	44.524	28.697	0.251	0.135	0.004	0.000	9.936	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	25.638	44.639	29.347	0.225	0.144	0.008	0.000	11.768	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	21.745	45.689	32.189	0.220	0.154	0.004	0.000	5.880	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	20.565	46.403	32.653	0.208	0.164	0.007	0.000	13.108	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	26.303	45.128	28.213	0.220	0.129	0.007	0.000	9.579	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	24.201	46.435	29.025	0.200	0.135	0.004	0.000	8.609	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	21.822	43.407	34.330	0.278	0.159	0.005	0.000	6.305	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	21.138	42.966	35.432	0.332	0.129	0.003	0.000	6.886	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	21.650	42.813	35.072	0.340	0.126	0.000	0.000	3.714	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	20.535	43.295	35.678	0.340	0.147	0.004	0.000	9.128	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	20.860	43.188	35.444	0.349	0.153	0.007	0.000	7.788	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	20.670	42.886	35.930	0.380	0.129	0.005	0.000	10.998	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	21.266	43.345	34.928	0.320	0.139	0.003	0.000	5.741	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	20.430	43.824	35.294	0.293	0.157	0.003	0.000	6.156	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	20.537	43.239	35.746	0.331	0.146	0.001	0.000	4.682	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	21.044	42.850	35.550	0.402	0.147	0.007	0.000	12.792	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	20.679	43.058	35.763	0.365	0.131	0.003	0.000	12.794	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.031	84.292	15.540	0.056	0.081	nonzero	0.000	4.190	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.017	82.432	17.372	0.096	0.082	nonzero	0.000	4.797	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.021	82.453	17.362	0.078	0.086	nonzero	0.000	7.195	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.021	84.378	15.440	0.071	0.091	nonzero	0.000	4.414	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.008	82.757	17.077	0.070	0.088	nonzero	0.000	4.057	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.007	84.054	15.779	0.086	0.074	nonzero	0.000	7.814	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.008	84.357	15.485	0.064	0.086	nonzero	0.000	5.142	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.000	81.362	18.471	0.077	0.090	nonzero	0.000	4.921	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.003	79.918	19.906	0.099	0.074	nonzero	0.000	6.141	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	0.000	78.764	21.074	0.086	0.077	0.000	0.000	2.164	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	nonzero	79.211	20.618	0.082	0.089	0.000	0.000	2.692	pg177_o2nofp.cx10a_c32r128
0.000	0.007	nonzero	0.001	80.533	19.287	0.091	0.081	nonzero	0.000	4.903	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	0.001	80.201	19.625	0.094	0.080	0.000	0.000	2.018	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	0.001	80.201	19.636	0.076	0.086	0.000	0.000	2.687	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	0.001	80.854	18.986	0.060	0.098	nonzero	0.000	4.137	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	0.006	80.225	19.618	0.065	0.086	0.000	0.000	2.370	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.020	0.022	0.005	80.331	19.449	0.090	0.083	nonzero	0.000	10.709	pg181_o2nofp.cx10c_c32r128
0.000	0.019	0.088	0.010	80.340	19.372	0.090	0.081	nonzero	0.000	4.195	pg181_o2nofp.cx10d_c32r128

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.002	63.080	24.033	11.303	1.490	0.075	0.015	0.003	0.000	12.000	pg1222_o2nofp.cx10a_c32r128
0.000	0.002	63.332	23.710	11.255	1.617	0.062	0.017	0.005	0.000	13.326	pg1322_o2nofp.cx10a_c32r128
0.000	0.002	62.795	24.281	11.166	1.664	0.071	0.018	0.004	0.000	9.960	pg1323_o2nofp.cx10a_c32r128
0.000	0.001	61.992	25.004	11.436	1.478	0.069	0.018	0.002	0.000	10.847	pg1419_o2nofp.cx10a_c32r128
0.000	0.002	62.379	24.622	11.393	1.519	0.067	0.015	0.003	0.000	12.315	pg1420_o2nofp.cx10a_c32r128
0.000	0.001	63.506	23.474	11.303	1.624	0.068	0.020	0.003	0.000	9.953	pg1514_o2nofp.cx10a_c32r128
0.000	0.002	63.008	23.851	11.494	1.556	0.064	0.022	0.003	0.000	11.475	pg1515_o2nofp.cx10a_c32r128
0.000	0.007	64.025	23.275	11.324	1.288	0.065	0.013	0.003	0.000	9.866	pg1610_o2nofp.cx10a_c32r128
0.000	0.007	64.221	23.025	11.336	1.325	0.068	0.015	0.003	0.000	11.372	pg1611_o2nofp.cx10a_c32r128
0.000	0.011	65.523	22.111	11.043	1.228	0.068	0.014	0.002	0.000	10.010	pg176_o2nofp.cx10a_c32r128
0.000	0.008	64.568	22.830	11.232	1.282	0.066	0.011	0.003	0.000	11.953	pg177_o2nofp.cx10a_c32r128
0.000	0.005	65.538	23.170	10.601	0.608	0.065	0.012	0.001	0.000	10.495	pg180_o2nofp.cx10b_c32r128
0.000	0.006	66.014	22.319	10.967	0.612	0.072	0.008	0.001	0.000	5.181	pg180_o2nofp.cx10c_c32r128
0.000	0.007	66.382	22.408	10.520	0.607	0.065	0.010	0.001	0.000	11.245	pg180_o2nofp.cx10d_c32r128
0.000	0.006	65.821	22.667	10.842	0.584	0.067	0.011	0.001	0.000	12.076	pg181_o2nofp.cx10b_c32r128
0.000	0.005	65.296	23.011	11.006	0.612	0.060	0.009	0.001	0.000	10.801	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.007	66.174	22.132	11.005	0.597	0.072	0.010	0.002	0.000	11.247	pg181_o2nofp.cx10c_c32r128
0.000	0.007	65.818	22.987	10.480	0.629	0.066	0.012	0.001	0.000	7.076	pg181_o2nofp.cx10d_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	7.144	51.841	40.211	0.667	0.119	0.017	0.000	11.950	pg1222_o2nofp.cx10a_c32r128
0.000	0.000	0.000	7.622	50.964	40.606	0.647	0.130	0.031	0.000	13.344	pg1322_o2nofp.cx10a_c32r128
0.000	0.000	0.000	7.466	51.256	40.444	0.676	0.134	0.024	0.000	9.914	pg1323_o2nofp.cx10a_c32r128
0.000	0.000	0.000	6.657	52.326	40.242	0.631	0.132	0.012	0.000	10.768	pg1419_o2nofp.cx10a_c32r128
0.000	0.000	0.000	6.950	52.015	40.232	0.666	0.118	0.020	0.000	12.569	pg1420_o2nofp.cx10a_c32r128
0.000	0.000	0.000	7.331	50.689	41.138	0.660	0.162	0.020	0.000	10.752	pg1514_o2nofp.cx10a_c32r128
0.000	0.000	0.000	7.477	50.868	40.823	0.647	0.166	0.019	0.000	13.275	pg1515_o2nofp.cx10a_c32r128
0.000	0.000	0.000	5.859	45.057	48.048	0.901	0.116	0.019	0.000	9.998	pg1610_o2nofp.cx10a_c32r128
0.000	0.000	0.000	6.307	44.745	47.798	0.993	0.136	0.021	0.000	11.650	pg1611_o2nofp.cx10a_c32r128
0.000	0.000	0.000	6.742	45.497	46.663	0.954	0.130	0.014	0.000	8.547	pg176_o2nofp.cx10a_c32r128
0.000	0.000	0.000	6.408	45.447	47.038	0.973	0.111	0.022	0.000	12.420	pg177_o2nofp.cx10a_c32r128
0.000	0.000	0.000	5.191	50.380	43.514	0.779	0.125	0.011	0.000	10.572	pg180_o2nofp.cx10b_c32r128
0.000	0.000	0.000	5.423	49.150	44.421	0.906	0.094	0.006	0.000	5.199	pg180_o2nofp.cx10c_c32r128
0.000	0.000	0.000	5.740	51.178	42.151	0.819	0.107	0.006	0.000	11.124	pg180_o2nofp.cx10d_c32r128
0.000	0.000	0.000	5.345	49.892	43.808	0.812	0.131	0.012	0.000	12.151	pg181_o2nofp.cx10b_c32r128
0.000	0.000	0.000	5.351	49.993	43.762	0.793	0.095	0.005	0.000	10.770	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.000	0.000	5.619	50.103	43.221	0.935	0.106	0.015	0.000	11.326	pg181_o2nofp.cx10c_c32r128
0.000	0.000	0.000	5.579	50.611	42.876	0.807	0.122	0.006	0.000	7.170	pg181_o2nofp.cx10d_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.106	5.309	8.460	70.922	14.873	0.280	0.049	nonzero	0.000	9.445	pg1222_o2nofp.cx10a_c32r128
0.000	0.170	5.545	8.554	67.815	17.589	0.236	0.080	0.010	0.000	12.183	pg1322_o2nofp.cx10a_c32r128
0.000	0.078	4.985	8.578	68.570	17.408	0.302	0.077	0.002	0.000	8.510	pg1323_o2nofp.cx10a_c32r128
0.000	0.108	6.560	8.238	71.026	13.735	0.255	0.077	nonzero	0.000	9.468	pg1419_o2nofp.cx10a_c32r128
0.000	0.103	6.472	8.232	69.054	15.795	0.281	0.062	nonzero	0.000	9.740	pg1420_o2nofp.cx10a_c32r128
0.000	0.131	6.481	8.143	69.532	15.373	0.255	0.085	nonzero	0.000	10.730	pg1514_o2nofp.cx10a_c32r128
0.000	0.125	7.064	8.238	68.970	15.271	0.247	0.084	0.001	0.000	11.155	pg1515_o2nofp.cx10a_c32r128
0.000	0.876	8.774	16.587	61.596	11.871	0.238	0.058	nonzero	0.000	6.745	pg1610_o2nofp.cx10a_c32r128
0.000	0.752	8.794	16.202	60.969	12.933	0.280	0.068	0.001	0.000	10.843	pg1611_o2nofp.cx10a_c32r128
0.000	0.695	8.115	17.531	60.149	13.168	0.278	0.064	0.001	0.000	8.312	pg176_o2nofp.cx10a_c32r128
0.000	0.686	7.954	17.505	60.474	13.049	0.278	0.053	0.001	0.000	10.503	pg177_o2nofp.cx10a_c32r128
0.000	0.272	9.556	27.622	55.121	7.143	0.234	0.050	nonzero	0.000	10.500	pg180_o2nofp.cx10b_c32r128
0.000	0.372	9.899	26.436	54.989	8.010	0.260	0.033	0.001	0.000	5.199	pg180_o2nofp.cx10c_c32r128
0.000	0.355	9.739	26.753	54.832	8.038	0.238	0.045	0.000	0.000	2.181	pg180_o2nofp.cx10d_c32r128
0.000	0.229	9.510	25.815	56.610	7.563	0.231	0.041	0.001	0.000	12.067	pg181_o2nofp.cx10b_c32r128
0.000	0.210	9.362	26.785	55.767	7.608	0.230	0.037	0.001	0.000	8.454	pg181_o2nofp.cx10b_walsize_c32r128
0.000	0.270	9.694	26.175	55.699	7.858	0.269	0.033	0.001	0.000	7.609	pg181_o2nofp.cx10c_c32r128
0.000	0.353	9.795	26.713	54.959	7.882	0.250	0.048	0.001	0.000	7.086	pg181_o2nofp.cx10d_c32r128