Introduction

This is a report for the insert benchmark with 80M docs and 8 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 24 cores, 2 sockets, 64G RAM and 1 NVMe devices. The benchmark was run with 8 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 8 tables with a table per client. It loads 10M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 16m+4m rows per table with a delete per insert to avoid growing the table. It then does 6 read+write tests for 1800s 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 cached by InnoDB. 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_c24r64 64516114035101536612742110330054744100334542029955853451
pg1322_o2nofp.cx10a_c24r64 66666713559341574422797210406255587100681549629988454423
pg1419_o2nofp.cx10a_c24r64 634921133333516908829385104719553361013825475210073254014
pg1515_o2nofp.cx10a_c24r64 661157142857316601828881104744558101015735516610063554713
pg1611_o2nofp.cx10a_c24r64 661157137931215980026913105607559281024825518410164254513
pg177_o2nofp.cx10a_c24r64 655738137931216431327119105289559091019305524210111854625
pg181_o2nofp.cx10b_c24r64 65573814035101626432646810371455134100668543789967453849

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_c24r64 1.001.001.001.001.001.001.001.001.001.00
pg1322_o2nofp.cx10a_c24r64 1.030.971.021.021.011.021.001.011.001.02
pg1419_o2nofp.cx10a_c24r64 0.980.951.101.071.011.011.011.011.011.01
pg1515_o2nofp.cx10a_c24r64 1.021.021.081.051.011.021.011.021.011.02
pg1611_o2nofp.cx10a_c24r64 1.020.981.040.981.021.021.021.021.021.02
pg177_o2nofp.cx10a_c24r64 1.020.981.070.991.021.021.021.021.021.02
pg181_o2nofp.cx10b_c24r64 1.021.001.060.971.001.011.001.001.001.01

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_c24r647977973982398479697965
pg1322_o2nofp.cx10a_c24r647977973982398479697965
pg1419_o2nofp.cx10a_c24r647977973982398479697965
pg1515_o2nofp.cx10a_c24r647967973982398279697969
pg1611_o2nofp.cx10a_c24r647967973982398279697969
pg177_o2nofp.cx10a_c24r647977963984398479657965
pg181_o2nofp.cx10b_c24r647967973984398279657969
target8008004000400080008000

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_c24r6412.69087.2460.0530.0110.031
pg1322_o2nofp.cx10a_c24r6448.90851.0270.0490.0140.0020.095
pg1419_o2nofp.cx10a_c24r642.76497.1710.0450.020nonzero0.066
pg1515_o2nofp.cx10a_c24r6449.60550.3300.0510.0150.033
pg1611_o2nofp.cx10a_c24r6437.93961.9950.0400.0250.0010.075
pg177_o2nofp.cx10a_c24r6428.68071.2720.0200.0240.0040.167
pg181_o2nofp.cx10b_c24r6430.00669.9440.0220.0200.0090.165

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
645161	0	1	0.0	2478.5	281.6	0.000	0.000	0.004	0.447	71849	46.4	0.111	17	7.7	20.7	4.9	0.031	94288	82590	pg1222_o2nofp.cx10a_c24r64
666667	0	1	0.0	2492.4	285.3	0.000	0.000	0.004	0.438	71964	46.1	0.108	17	7.7	20.7	1.0	0.095	96988	75391	pg1322_o2nofp.cx10a_c24r64
634921	0	1	0.0	2365.7	271.2	0.000	0.000	0.004	0.437	70115	45.7	0.110	17	7.7	20.7	0.5	0.066	92589	64391	pg1419_o2nofp.cx10a_c24r64
661157	0	1	0.0	2485.7	285.7	0.000	0.000	0.004	0.443	71408	46.0	0.108	17	7.7	20.7	3.2	0.033	97087	85489	pg1515_o2nofp.cx10a_c24r64
661157	0	1	0.0	2462.5	284.6	0.000	0.000	0.004	0.441	71330	46.1	0.108	17	7.7	20.7	5.1	0.075	96489	78589	pg1611_o2nofp.cx10a_c24r64
655738	0	0	0.0	2441.3	282.8	0.000	0.000	0.004	0.442	63363	45.7	0.097	17	7.7	20.7	0.2	0.167	95587	78392	pg177_o2nofp.cx10a_c24r64
655738	0	0	0.0	2436.5	283.3	0.000	0.000	0.004	0.442	63331	45.8	0.097	17	7.7	20.7	0.2	0.165	95588	64192	pg181_o2nofp.cx10b_c24r64

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	
1.292	5.167	0.000	0.000	0.191	3.833	2478.5	288384	172.8	7.155	3.376	116.7	4.133	31.53	0.000	0.000	0.278	6.508	0.000	0.000	10.55	16.22		pg1222_o2nofp.cx10a_c24r64
0.783	3.133	0.000	0.000	0.410	3.167	2492.4	292178	176.8	7.167	3.628	117.7	4.275	56.10	0.000	0.000	0.267	9.745	0.000	0.000	11.19	16.50		pg1322_o2nofp.cx10a_c24r64
0.856	3.424	0.000	0.000	0.406	3.520	2365.7	277704	163.2	7.082	3.705	117.8	4.184	40.06	0.000	0.000	0.290	7.794	0.000	0.000	11.37	15.98		pg1419_o2nofp.cx10a_c24r64
1.250	5.000	0.000	0.000	0.197	3.667	2485.7	292589	166.1	6.983	3.177	118.1	0.517	10.30	0.000	0.000	0.079	14.11	0.000	0.000	10.99	16.57		pg1515_o2nofp.cx10a_c24r64
0.842	3.366	0.000	0.000	0.531	3.667	2462.5	291472	162.4	6.967	3.539	118.7	0.592	6.600	0.000	0.000	0.117	12.97	0.000	0.000	12.89	16.58		pg1611_o2nofp.cx10a_c24r64
0.050	0.200	0.000	0.000	0.833	0.667	2441.3	289630	153.0	6.291	3.992	118.9	0.492	7.633	0.000	0.000	0.185	10.92	0.000	0.000	14.09	16.59		pg177_o2nofp.cx10a_c24r64
0.025	0.100	0.000	0.000	0.750	0.500	2436.5	290141	158.7	6.821	4.156	119.2	0.425	9.233	0.000	0.000	0.145	10.37	0.000	0.000	15.49	16.51		pg181_o2nofp.cx10b_c24r64

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
1403510	0	2	0.0	3390.2	383.8	0.000	0.000	0.002	0.280	6724	24.3	0.005	4	15.4	35.4	6.7	0.003	NA	NA	pg1222_o2nofp.cx10a_c24r64
1355934	0	2	0.0	3332.2	377.7	0.000	0.000	0.002	0.285	5776	23.9	0.004	4	15.4	35.5	0.3	0.003	NA	NA	pg1322_o2nofp.cx10a_c24r64
1333335	0	1	0.0	3382.1	383.2	0.000	0.000	0.003	0.294	6216	23.7	0.005	4	15.4	35.5	6.7	0.003	NA	NA	pg1419_o2nofp.cx10a_c24r64
1428573	0	2	0.0	3377.9	382.8	0.000	0.000	0.002	0.274	6060	24.8	0.004	4	15.4	35.5	6.6	0.003	NA	NA	pg1515_o2nofp.cx10a_c24r64
1379312	0	1	0.0	3283.2	371.6	0.000	0.000	0.002	0.276	5722	25.0	0.004	4	15.4	35.5	6.7	0.003	NA	NA	pg1611_o2nofp.cx10a_c24r64
1379312	0	0	0.0	3862.3	438.7	0.000	0.000	0.003	0.326	3626	24.1	0.003	4	15.4	35.4	6.1	0.003	NA	NA	pg177_o2nofp.cx10a_c24r64
1403510	0	0	0.0	3758.5	426.6	0.000	0.000	0.003	0.311	3709	23.8	0.003	4	15.4	35.4	6.7	0.003	NA	NA	pg181_o2nofp.cx10b_c24r64

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	
2.073	8.291	0.000	0.000	5.193	3.273	3390.2	392994	129.1	7.673	9.000	105.9	2.927	19.64	0.000	0.000	0.307	6.347	0.000	0.000	36.86	26.59		pg1222_o2nofp.cx10a_c24r64
1.667	6.667	0.000	0.000	4.123	3.000	3332.2	386759	131.4	9.814	8.732	101.7	3.450	32.07	0.000	0.000	0.268	9.101	0.000	0.000	37.59	25.84		pg1322_o2nofp.cx10a_c24r64
0.817	3.267	0.000	0.000	2.723	3.000	3382.1	392411	125.5	7.696	11.20	107.0	2.533	19.27	0.000	0.000	0.276	7.031	0.000	0.000	44.54	25.86		pg1419_o2nofp.cx10a_c24r64
1.745	6.981	0.000	0.000	4.605	3.273	3377.9	392014	126.8	12.18	7.456	101.8	0.782	12.22	0.000	0.000	0.145	7.125	0.000	0.000	31.96	26.45		pg1515_o2nofp.cx10a_c24r64
0.855	3.418	0.000	0.000	2.720	3.273	3283.2	380512	123.1	12.65	10.64	102.8	0.273	1.745	0.000	0.000	0.136	3.909	0.000	0.000	44.39	24.90		pg1611_o2nofp.cx10a_c24r64
0.182	0.727	0.000	0.000	0.818	2.182	3862.3	449260	126.9	7.466	7.203	110.2	3.200	36051.2	0.000	0.000	0.303	6418.1	0.000	0.000	43.15	30.42		pg177_o2nofp.cx10a_c24r64
0.036	0.145	0.000	0.000	0.500	0.364	3758.5	436871	131.9	13.85	6.635	99.84	3.327	33289.5	0.000	0.000	0.300	7377.9	0.000	0.000	40.33	28.73		pg181_o2nofp.cx10b_c24r64

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_c24r6499.7440.1440.1120.0010.148
pg1322_o2nofp.cx10a_c24r6499.7530.1440.1020.0010.097
pg1419_o2nofp.cx10a_c24r6499.6830.1780.139nonzero0.079
pg1515_o2nofp.cx10a_c24r6499.7100.1650.125nonzero0.065
pg1611_o2nofp.cx10a_c24r6499.6960.1780.126nonzero0.074
pg177_o2nofp.cx10a_c24r6499.6280.2250.147nonzero0.095
pg181_o2nofp.cx10b_c24r6499.7040.1850.1100.0010.089

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_c24r6420.54771.7277.6070.1180.0010.147
pg1322_o2nofp.cx10a_c24r6421.74373.4024.7470.1070.0010.099
pg1419_o2nofp.cx10a_c24r6418.62579.1302.1230.122nonzero0.078
pg1515_o2nofp.cx10a_c24r6418.56878.9152.3960.121nonzero0.068
pg1611_o2nofp.cx10a_c24r6416.83178.2824.7570.130nonzero0.075
pg177_o2nofp.cx10a_c24r6415.78579.9224.1480.145nonzero0.094
pg181_o2nofp.cx10b_c24r6413.21483.4403.2260.1190.0010.090

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
153661	0	0	0.0	1944.3	220.7	0.000	0.000	0.013	1.471	79775	63.5	0.519	99	22.6	86.7	15.9	0.148	22447	3199	pg1222_o2nofp.cx10a_c24r64
157442	0	0	0.0	1993.1	226.4	0.000	0.000	0.013	1.473	81388	63.1	0.517	96	22.5	86.5	19.2	0.097	20097	7099	pg1322_o2nofp.cx10a_c24r64
169088	0	0	0.0	2117.8	239.5	0.000	0.000	0.013	1.450	88402	62.2	0.523	88	21.8	85.9	14.6	0.079	21047	5399	pg1419_o2nofp.cx10a_c24r64
166018	0	0	0.0	2072.4	234.8	0.000	0.000	0.012	1.448	85540	62.1	0.515	90	21.8	85.8	16.9	0.065	19847	4149	pg1515_o2nofp.cx10a_c24r64
159800	0	0	0.0	1910.2	224.5	0.000	0.000	0.012	1.439	82404	61.0	0.516	92	21.6	85.7	14.0	0.074	19847	4149	pg1611_o2nofp.cx10a_c24r64
164313	0	0	0.0	1968.9	231.0	0.000	0.000	0.012	1.440	75298	60.4	0.458	88	21.6	85.7	15.2	0.095	18148	4249	pg177_o2nofp.cx10a_c24r64
162643	0	0	0.0	1974.2	230.1	0.000	0.000	0.012	1.449	74951	60.3	0.461	89	21.6	85.7	10.9	0.089	16898	4949	pg181_o2nofp.cx10b_c24r64

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	
0.467	1.870	0.000	0.000	0.186	2.193	1944.3	226008	113.4	4.735	1.545	116.3	3.453	418.1	0.000	0.000	0.267	96.02	0.000	0.000	3.490	11.60		pg1222_o2nofp.cx10a_c24r64
0.325	1.299	0.000	0.000	0.144	1.975	1993.1	231868	125.8	5.107	1.438	116.4	3.372	115.9	0.000	0.000	0.265	29.76	0.000	0.000	3.434	11.89		pg1322_o2nofp.cx10a_c24r64
0.342	1.367	0.000	0.000	0.114	2.384	2117.8	245211	123.3	4.784	1.537	116.0	3.221	104.6	0.000	0.000	0.262	19.96	0.000	0.000	3.771	12.63		pg1419_o2nofp.cx10a_c24r64
0.397	1.590	0.000	0.000	0.131	2.208	2072.4	240462	115.0	4.386	1.481	116.2	0.123	48.08	0.000	0.000	0.015	9.293	0.000	0.000	3.551	12.11		pg1515_o2nofp.cx10a_c24r64
0.310	1.240	0.000	0.000	0.082	1.600	1910.2	229917	105.3	4.328	1.458	120.0	0.116	45.33	0.000	0.000	0.024	6.012	0.000	0.000	3.249	11.70		pg1611_o2nofp.cx10a_c24r64
0.023	0.092	0.000	0.000	0.093	0.359	1968.9	236529	101.8	4.197	1.623	119.6	0.083	164.8	0.000	0.000	0.026	185.2	0.000	0.000	3.679	12.14		pg177_o2nofp.cx10a_c24r64
0.009	0.036	0.000	0.000	0.038	0.178	1974.2	235658	101.8	4.157	1.768	119.0	0.079	103.3	0.000	0.000	0.030	146.6	0.000	0.000	3.961	12.07		pg181_o2nofp.cx10b_c24r64

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_c24r6412.62587.3730.0030.004
pg1322_o2nofp.cx10a_c24r6415.07784.9220.002nonzerononzero0.074
pg1419_o2nofp.cx10a_c24r6413.57086.4280.001nonzero0.084
pg1515_o2nofp.cx10a_c24r6410.17989.8200.001nonzero0.073
pg1611_o2nofp.cx10a_c24r6415.51184.4880.0010.002
pg177_o2nofp.cx10a_c24r6424.55475.4460.001nonzero0.080
pg181_o2nofp.cx10b_c24r6426.15073.850nonzero0.002

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_c24r640.07647.66651.5350.7220.0010.037
pg1322_o2nofp.cx10a_c24r640.05948.39849.8551.688nonzerononzero0.075
pg1419_o2nofp.cx10a_c24r640.04440.18859.7660.002nonzerononzero0.084
pg1515_o2nofp.cx10a_c24r640.03537.99861.9620.004nonzerononzero0.073
pg1611_o2nofp.cx10a_c24r640.02229.93270.0450.002nonzero0.023
pg177_o2nofp.cx10a_c24r640.06233.86165.7530.324nonzero0.080
pg181_o2nofp.cx10b_c24r640.00534.01865.5580.4200.012

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
27421	0	0	0.0	238.2	28.1	0.000	0.000	0.009	1.051	133691	43.4	4.876	380	22.8	86.8	6.2	0.004	2315	1220	pg1222_o2nofp.cx10a_c24r64
27972	0	0	0.0	237.1	28.0	0.000	0.000	0.008	1.024	137149	44.8	4.903	384	22.6	86.7	14.4	0.074	2640	1070	pg1322_o2nofp.cx10a_c24r64
29385	0	0	0.0	244.0	29.0	0.000	0.000	0.008	1.010	144019	43.0	4.901	351	22.0	86.0	12.9	0.084	2680	1785	pg1419_o2nofp.cx10a_c24r64
28881	0	0	0.0	238.2	28.6	0.000	0.000	0.008	1.012	141427	43.0	4.897	357	21.9	86.0	11.3	0.073	2285	1520	pg1515_o2nofp.cx10a_c24r64
26913	0	0	0.0	221.0	26.5	0.000	0.000	0.008	1.009	132588	42.6	4.926	380	21.8	85.9	7.2	0.002	3060	1715	pg1611_o2nofp.cx10a_c24r64
27119	0	0	0.0	222.7	26.7	0.000	0.000	0.008	1.007	115426	42.0	4.256	372	21.8	85.9	10.3	0.080	2460	995	pg177_o2nofp.cx10a_c24r64
26468	0	0	0.0	218.0	26.1	0.000	0.000	0.008	1.011	113515	42.2	4.289	383	21.8	85.9	15.3	0.002	2360	1200	pg181_o2nofp.cx10b_c24r64

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	
0.003	0.010	0.000	0.000	0.004	0.052	238.2	28821.8	9.042	4.234	0.133	119.9	2.348	14.38	0.000	0.000	0.251	5.826	0.000	0.000	0.033	1.251		pg1222_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	237.1	28653.6	9.052	3.968	0.136	121.1	2.362	51.50	0.000	0.000	0.256	16.49	0.000	0.000	0.033	1.238		pg1322_o2nofp.cx10a_c24r64
0.002	0.007	0.000	0.000	0.000	0.037	244.0	29682.5	7.221	3.366	0.136	121.1	2.328	26.18	0.000	0.000	0.256	9.913	0.000	0.000	0.034	1.279		pg1419_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	238.2	29241.6	5.636	2.659	0.138	122.7	0.007	6.878	0.000	0.000	0.006	11.70	0.000	0.000	0.033	1.216		pg1515_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	221.0	27142.7	4.965	2.396	0.138	123.1	0.005	0.300	0.000	0.000	0.006	0.534	0.000	0.000	0.030	1.143		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	222.7	27315.4	4.575	2.257	0.139	122.6	0.005	7.027	0.000	0.000	0.006	34.16	0.000	0.000	0.031	1.140		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	218.0	26764.0	4.547	2.223	0.139	122.8	0.002	0.010	0.000	0.000	0.004	0.050	0.000	0.000	0.031	1.118		pg181_o2nofp.cx10b_c24r64

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_c24r6499.9980.002nonzero0.002
pg1322_o2nofp.cx10a_c24r6499.9990.001nonzero0.002
pg1419_o2nofp.cx10a_c24r6499.9990.001nonzero0.002
pg1515_o2nofp.cx10a_c24r6499.9980.002nonzero0.001
pg1611_o2nofp.cx10a_c24r6499.9980.002nonzero0.002
pg177_o2nofp.cx10a_c24r6499.9980.002nonzero0.003
pg181_o2nofp.cx10b_c24r6499.9980.002nonzero0.002

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_c24r6499.7740.2260.009
pg1322_o2nofp.cx10a_c24r6499.7850.2150.010
pg1419_o2nofp.cx10a_c24r6499.7780.2220.009
pg1515_o2nofp.cx10a_c24r6499.7920.2080.009
pg1611_o2nofp.cx10a_c24r6499.7260.2740.009
pg177_o2nofp.cx10a_c24r6499.8020.1980.009
pg181_o2nofp.cx10b_c24r6499.7950.2050.009

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_c24r6440.34459.6560.003
pg1322_o2nofp.cx10a_c24r6441.46958.5310.003
pg1419_o2nofp.cx10a_c24r6440.77859.2220.004
pg1515_o2nofp.cx10a_c24r6437.75062.2500.003
pg1611_o2nofp.cx10a_c24r6429.92770.0690.0030.004
pg177_o2nofp.cx10a_c24r6434.49765.5030.004
pg181_o2nofp.cx10b_c24r6425.58374.4170.003

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
797	103300	0	0.0	37.6	3.6	0.000	0.000	0.047	4.665	394831	33.3	3.822	77	22.8	86.8	0.4	0.002	13006	12414	pg1222_o2nofp.cx10a_c24r64
797	104062	0	0.0	37.6	3.6	0.000	0.000	0.047	4.669	397755	33.3	3.822	77	22.6	86.6	0.4	0.002	13087	12558	pg1322_o2nofp.cx10a_c24r64
797	104719	0	0.0	38.4	3.7	0.000	0.000	0.048	4.738	400153	33.3	3.821	76	22.0	86.0	0.4	0.002	13181	12574	pg1419_o2nofp.cx10a_c24r64
796	104744	0	0.0	36.0	3.7	0.000	0.000	0.045	4.703	400387	33.3	3.823	76	21.9	86.0	0.4	0.001	13182	12686	pg1515_o2nofp.cx10a_c24r64
796	105607	0	0.0	35.9	3.7	0.000	0.000	0.045	4.707	403556	33.3	3.821	76	21.8	85.8	1.2	0.002	13326	12765	pg1611_o2nofp.cx10a_c24r64
797	105289	0	0.0	36.0	3.7	0.000	0.000	0.045	4.711	402179	33.3	3.820	76	21.8	85.8	0.4	0.003	13246	12654	pg177_o2nofp.cx10a_c24r64
796	103714	0	0.0	36.3	3.7	0.000	0.000	0.046	4.718	396398	33.3	3.822	77	21.8	85.8	0.4	0.002	13038	12413	pg181_o2nofp.cx10b_c24r64

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	
0.001	0.002	0.000	0.000	0.000	0.011	37.59	3717.4	4.453	14.28	0.153	95.39	2.000	10.41	0.000	0.000	0.250	5.203	0.000	0.000	0.006	0.221		pg1222_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	37.62	3720.7	3.165	10.48	0.153	95.60	2.000	10.79	0.000	0.000	0.248	5.396	0.000	0.000	0.006	0.220		pg1322_o2nofp.cx10a_c24r64
0.001	0.004	0.000	0.000	0.000	0.022	38.37	3775.5	3.868	12.57	0.156	95.11	2.001	10.80	0.000	0.000	0.248	5.397	0.000	0.000	0.007	0.207		pg1419_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	36.02	3745.2	0.736	2.616	0.163	103.0	0.001	0.002	0.000	0.000	0.000	0.011	0.000	0.000	0.006	0.196		pg1515_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	35.93	3748.9	0.793	2.755	0.169	103.2	0.001	0.002	0.000	0.000	0.000	0.011	0.000	0.000	0.007	0.182		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	36.02	3754.5	0.648	2.299	0.173	102.6	0.001	0.002	0.000	0.000	0.003	0.011	0.000	0.000	0.006	0.210		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	36.32	3757.7	0.800	2.851	0.172	102.0	0.001	0.002	0.000	0.000	0.000	0.011	0.000	0.000	0.006	0.235		pg181_o2nofp.cx10b_c24r64

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_c24r6499.9780.022nonzero0.003
pg1322_o2nofp.cx10a_c24r6499.9810.019nonzero0.002
pg1419_o2nofp.cx10a_c24r6499.9800.020nonzero0.002
pg1515_o2nofp.cx10a_c24r6499.9830.017nonzero0.002
pg1611_o2nofp.cx10a_c24r6499.9810.019nonzero0.004
pg177_o2nofp.cx10a_c24r6499.9850.015nonzero0.003
pg181_o2nofp.cx10b_c24r6499.9810.019nonzero0.001

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_c24r6499.6460.3540.008
pg1322_o2nofp.cx10a_c24r6499.8230.1770.009
pg1419_o2nofp.cx10a_c24r6499.8120.1880.008
pg1515_o2nofp.cx10a_c24r6499.8160.1840.009
pg1611_o2nofp.cx10a_c24r6499.8330.1670.009
pg177_o2nofp.cx10a_c24r6499.8580.1420.008
pg181_o2nofp.cx10b_c24r6499.8400.1600.009

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_c24r6499.6880.3120.008
pg1322_o2nofp.cx10a_c24r6499.8190.1810.008
pg1419_o2nofp.cx10a_c24r6499.9720.0280.008
pg1515_o2nofp.cx10a_c24r6499.9690.0310.008
pg1611_o2nofp.cx10a_c24r6499.9650.0350.008
pg177_o2nofp.cx10a_c24r6499.9720.0280.008
pg181_o2nofp.cx10b_c24r6499.9240.0760.008

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
797	54744	0	0.0	108.9	7.3	0.000	0.000	0.137	9.331	212248	32.8	3.877	144	22.8	86.3	0.6	0.003	6895	6623	pg1222_o2nofp.cx10a_c24r64
797	55587	0	0.0	107.8	7.2	0.000	0.000	0.135	9.284	215269	32.7	3.873	141	22.6	86.1	0.4	0.002	6959	6767	pg1322_o2nofp.cx10a_c24r64
797	55336	0	0.0	106.0	7.2	0.000	0.000	0.133	9.212	214200	32.7	3.871	142	22.0	85.4	0.4	0.002	6927	6719	pg1419_o2nofp.cx10a_c24r64
797	55810	0	0.0	103.6	7.1	0.000	0.000	0.130	9.167	215861	32.9	3.868	141	21.9	85.4	0.4	0.002	6991	6767	pg1515_o2nofp.cx10a_c24r64
797	55928	0	0.0	102.8	7.1	0.000	0.000	0.129	9.148	216314	32.9	3.868	141	21.8	85.3	0.4	0.004	7007	6767	pg1611_o2nofp.cx10a_c24r64
796	55909	0	0.0	102.3	7.1	0.000	0.000	0.128	9.152	216335	32.9	3.869	141	21.8	85.2	3.7	0.003	7055	6735	pg177_o2nofp.cx10a_c24r64
797	55134	0	0.0	102.3	7.1	0.000	0.000	0.128	9.146	213220	33.0	3.867	144	21.8	85.3	0.4	0.001	6895	6607	pg181_o2nofp.cx10b_c24r64

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	
0.001	0.002	0.000	0.000	0.003	0.011	108.9	7436.0	6.043	6.747	0.097	70.13	2.020	292.0	0.000	0.000	0.251	33.93	0.000	0.000	0.012	0.391		pg1222_o2nofp.cx10a_c24r64
0.001	0.004	0.000	0.000	0.001	0.011	107.8	7398.7	4.771	5.319	0.096	70.36	2.022	301.5	0.000	0.000	0.248	35.05	0.000	0.000	0.011	0.382		pg1322_o2nofp.cx10a_c24r64
0.009	0.038	0.000	0.000	0.000	0.033	106.0	7340.8	6.333	7.165	0.100	70.82	2.026	346.9	0.000	0.000	0.250	35.39	0.000	0.000	0.012	0.376		pg1419_o2nofp.cx10a_c24r64
0.001	0.004	0.000	0.000	0.000	0.011	103.6	7304.9	2.651	2.960	0.102	73.35	0.024	336.1	0.000	0.000	0.003	40.02	0.000	0.000	0.012	0.364		pg1515_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	102.8	7290.4	3.029	3.712	0.093	73.49	0.024	336.1	0.000	0.000	0.001	40.02	0.000	0.000	0.011	0.332		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	102.3	7288.9	2.565	3.049	0.087	73.84	0.025	363.3	0.000	0.000	0.001	40.38	0.000	0.000	0.010	0.355		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	102.3	7288.2	2.704	3.273	0.090	73.98	0.024	327.0	0.000	0.000	0.001	38.03	0.000	0.000	0.010	0.346		pg181_o2nofp.cx10b_c24r64

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_c24r6499.9940.006nonzerononzerononzero0.028
pg1322_o2nofp.cx10a_c24r6499.9950.005nonzerononzerononzero0.028
pg1419_o2nofp.cx10a_c24r6499.9940.006nonzerononzerononzerononzero0.069
pg1515_o2nofp.cx10a_c24r6499.9940.005nonzerononzerononzero0.025
pg1611_o2nofp.cx10a_c24r6499.9940.006nonzerononzerononzerononzero0.067
pg177_o2nofp.cx10a_c24r6499.9940.005nonzerononzerononzero0.024
pg181_o2nofp.cx10b_c24r6499.9940.006nonzerononzerononzero0.022

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_c24r6499.6470.2840.0690.031
pg1322_o2nofp.cx10a_c24r6499.5970.2760.1270.033
pg1419_o2nofp.cx10a_c24r6499.5280.3560.1160.034
pg1515_o2nofp.cx10a_c24r6499.5030.3280.1690.030
pg1611_o2nofp.cx10a_c24r6499.5110.3250.1640.031
pg177_o2nofp.cx10a_c24r6499.5510.3400.1100.030
pg181_o2nofp.cx10b_c24r6499.5920.3050.1030.032

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_c24r6429.03570.8440.1010.0200.030
pg1322_o2nofp.cx10a_c24r6431.03368.8510.0890.0270.029
pg1419_o2nofp.cx10a_c24r6428.69871.0790.1990.0240.030
pg1515_o2nofp.cx10a_c24r6430.27469.6400.0530.0320.028
pg1611_o2nofp.cx10a_c24r6421.47177.3761.1230.0310.030
pg177_o2nofp.cx10a_c24r6423.11376.4200.4400.0270.027
pg181_o2nofp.cx10b_c24r6415.68983.7830.4600.0690.028

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
3982	100334	0	0.0	178.6	10.4	0.000	0.000	0.045	2.687	383932	34.7	3.827	83	22.8	81.4	16.7	0.028	12590	11870	pg1222_o2nofp.cx10a_c24r64
3982	100681	0	0.0	177.3	10.4	0.000	0.000	0.045	2.680	385765	34.6	3.832	82	22.6	81.2	17.4	0.028	12670	11982	pg1322_o2nofp.cx10a_c24r64
3982	101382	0	0.0	173.7	10.4	0.000	0.000	0.044	2.677	387856	34.5	3.826	82	22.0	80.5	15.6	0.069	12717	11950	pg1419_o2nofp.cx10a_c24r64
3982	101573	0	0.0	171.2	10.4	0.000	0.000	0.043	2.669	388716	34.5	3.827	82	22.0	80.5	14.6	0.025	12782	12014	pg1515_o2nofp.cx10a_c24r64
3982	102482	0	0.0	170.4	10.4	0.000	0.000	0.043	2.672	391917	34.5	3.824	81	21.9	80.4	16.2	0.067	12894	12157	pg1611_o2nofp.cx10a_c24r64
3984	101930	0	0.0	171.2	10.4	0.000	0.000	0.043	2.680	389362	34.5	3.820	81	22.0	80.4	21.0	0.024	12862	12045	pg177_o2nofp.cx10a_c24r64
3984	100668	0	0.0	170.4	10.4	0.000	0.000	0.043	2.670	384638	34.4	3.821	82	21.9	80.4	13.1	0.022	12654	11854	pg181_o2nofp.cx10b_c24r64

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	
0.002	0.009	0.000	0.000	0.000	0.011	178.6	10699.0	7.542	4.741	0.135	61.84	2.234	2906.8	0.000	0.000	0.252	43.67	0.000	0.000	0.032	0.570		pg1222_o2nofp.cx10a_c24r64
0.001	0.004	0.000	0.000	0.000	0.011	177.3	10672.4	6.784	4.012	0.140	62.13	2.242	2912.0	0.000	0.000	0.248	45.58	0.000	0.000	0.035	0.565		pg1322_o2nofp.cx10a_c24r64
0.036	0.144	0.000	0.000	0.000	0.022	173.7	10661.0	7.688	4.876	0.147	62.88	2.228	2912.3	0.000	0.000	0.254	81.84	0.000	0.000	0.037	0.583		pg1419_o2nofp.cx10a_c24r64
0.003	0.013	0.000	0.000	0.000	0.011	171.2	10628.8	4.411	2.145	0.155	64.18	0.207	2896.0	0.000	0.000	0.002	39.21	0.000	0.000	0.039	0.531		pg1515_o2nofp.cx10a_c24r64
0.001	0.002	0.000	0.000	0.000	0.011	170.4	10640.4	4.594	2.180	0.152	64.39	0.203	2907.2	0.000	0.000	0.006	50.82	0.000	0.000	0.038	0.528		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	171.2	10677.8	4.633	2.336	0.143	64.17	0.193	2895.6	0.000	0.000	0.001	83.14	0.000	0.000	0.035	0.536		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	170.4	10639.1	4.290	2.173	0.149	64.06	0.188	2895.6	0.000	0.000	0.003	42.87	0.000	0.000	0.036	0.543		pg181_o2nofp.cx10b_c24r64

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_c24r6499.9610.039nonzerononzerononzerononzero0.130
pg1322_o2nofp.cx10a_c24r6499.9620.038nonzerononzero0.013
pg1419_o2nofp.cx10a_c24r6499.9610.038nonzerononzerononzerononzero0.093
pg1515_o2nofp.cx10a_c24r6499.9650.035nonzerononzerononzerononzero0.082
pg1611_o2nofp.cx10a_c24r6499.9640.036nonzerononzerononzerononzero0.079
pg177_o2nofp.cx10a_c24r6499.9690.030nonzerononzerononzero0.017
pg181_o2nofp.cx10b_c24r6499.9670.033nonzerononzerononzero0.020

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_c24r6499.7050.2240.0720.027
pg1322_o2nofp.cx10a_c24r6499.6830.2750.0420.024
pg1419_o2nofp.cx10a_c24r6499.6920.2370.0690.0010.075
pg1515_o2nofp.cx10a_c24r6499.6710.2110.1170.0010.072
pg1611_o2nofp.cx10a_c24r6499.6170.2870.0970.031
pg177_o2nofp.cx10a_c24r6499.6120.2920.0970.023
pg181_o2nofp.cx10b_c24r6499.6170.2990.0850.037

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_c24r6425.81674.0960.0810.0070.025
pg1322_o2nofp.cx10a_c24r6425.89073.5850.5210.0040.022
pg1419_o2nofp.cx10a_c24r6426.64773.2280.1160.0080.0010.074
pg1515_o2nofp.cx10a_c24r6427.55172.3830.0520.0140.0010.071
pg1611_o2nofp.cx10a_c24r6419.47279.7780.7370.0130.030
pg177_o2nofp.cx10a_c24r6422.34377.1370.5120.0080.021
pg181_o2nofp.cx10b_c24r6417.67482.0920.1850.0490.027

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
3984	54202	0	0.0	108.5	11.2	0.000	0.000	0.027	2.882	210432	34.1	3.882	151	22.8	77.1	6.5	0.130	6799	6559	pg1222_o2nofp.cx10a_c24r64
3984	54962	0	0.0	108.0	11.1	0.000	0.000	0.027	2.863	213395	33.8	3.883	148	22.6	77.0	16.9	0.013	6895	6687	pg1322_o2nofp.cx10a_c24r64
3984	54752	0	0.0	106.8	11.0	0.000	0.000	0.027	2.817	212321	33.8	3.878	148	22.1	76.3	14.4	0.093	6879	6639	pg1419_o2nofp.cx10a_c24r64
3982	55166	0	0.0	104.6	10.9	0.000	0.000	0.026	2.811	213994	34.0	3.879	148	22.0	76.3	13.2	0.082	6959	6751	pg1515_o2nofp.cx10a_c24r64
3982	55184	0	0.0	104.3	10.9	0.000	0.000	0.026	2.800	214106	34.0	3.880	148	22.0	76.2	8.3	0.079	6927	6687	pg1611_o2nofp.cx10a_c24r64
3984	55242	0	0.0	104.4	10.9	0.000	0.000	0.026	2.801	213946	34.0	3.873	148	22.0	76.2	3.5	0.017	6943	6687	pg177_o2nofp.cx10a_c24r64
3982	54378	0	0.0	106.7	10.9	0.000	0.000	0.027	2.813	210871	33.9	3.878	150	22.0	76.2	0.3	0.020	6847	6575	pg181_o2nofp.cx10b_c24r64

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	
0.002	0.007	0.000	0.000	0.000	0.011	108.5	11483.7	7.922	6.482	0.164	106.6	2.211	2523.5	0.000	0.000	0.250	85.60	0.000	0.000	0.027	0.590		pg1222_o2nofp.cx10a_c24r64
0.002	0.007	0.000	0.000	0.000	0.011	108.0	11408.5	7.549	6.002	0.169	106.4	2.214	2484.2	0.000	0.000	0.246	44.41	0.000	0.000	0.028	0.573		pg1322_o2nofp.cx10a_c24r64
0.015	0.060	0.000	0.000	0.000	0.022	106.8	11223.8	7.902	6.734	0.154	106.1	2.216	2517.3	0.000	0.000	0.250	90.53	0.000	0.000	0.025	0.569		pg1419_o2nofp.cx10a_c24r64
0.002	0.009	0.000	0.000	0.000	0.011	104.6	11192.9	4.734	3.122	0.166	109.0	0.185	2486.4	0.000	0.000	0.004	74.20	0.000	0.000	0.029	0.534		pg1515_o2nofp.cx10a_c24r64
0.001	0.007	0.000	0.000	0.000	0.033	104.3	11149.8	4.529	3.031	0.168	108.6	0.181	2484.9	0.000	0.000	0.008	99.46	0.000	0.000	0.030	0.520		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	104.4	11160.6	4.368	2.959	0.165	108.1	0.165	2460.1	0.000	0.000	0.001	83.43	0.000	0.000	0.027	0.540		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	106.7	11204.1	4.302	2.852	0.163	105.9	0.166	2478.2	0.000	0.000	0.004	76.12	0.000	0.000	0.028	0.530		pg181_o2nofp.cx10b_c24r64

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_c24r6499.9920.007nonzerononzerononzerononzero0.137
pg1322_o2nofp.cx10a_c24r6499.9920.007nonzerononzerononzerononzero0.087
pg1419_o2nofp.cx10a_c24r6499.9920.007nonzerononzerononzerononzero0.071
pg1515_o2nofp.cx10a_c24r6499.9920.007nonzerononzerononzerononzero0.098
pg1611_o2nofp.cx10a_c24r6499.9910.008nonzerononzerononzerononzero0.076
pg177_o2nofp.cx10a_c24r6499.9930.007nonzerononzerononzerononzero0.093
pg181_o2nofp.cx10b_c24r6499.9920.007nonzerononzerononzerononzero0.098

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_c24r6499.6810.2420.0760.029
pg1322_o2nofp.cx10a_c24r6499.6520.2840.0650.028
pg1419_o2nofp.cx10a_c24r6499.6560.2530.0910.041
pg1515_o2nofp.cx10a_c24r6499.6720.2250.1030.027
pg1611_o2nofp.cx10a_c24r6499.5810.3260.0930.025
pg177_o2nofp.cx10a_c24r6499.6110.3020.0870.029
pg181_o2nofp.cx10b_c24r6499.6530.2570.0900.033

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_c24r6425.35674.4740.1410.0280.024
pg1322_o2nofp.cx10a_c24r6424.00675.7760.1910.0270.028
pg1419_o2nofp.cx10a_c24r6425.14974.6160.1770.0570.028
pg1515_o2nofp.cx10a_c24r6425.43874.3600.1560.0470.026
pg1611_o2nofp.cx10a_c24r6415.90183.6400.4100.0490.025
pg177_o2nofp.cx10a_c24r6419.38980.2020.3530.0560.028
pg181_o2nofp.cx10b_c24r6420.89978.8220.2360.0440.030

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
7969	99558	0	0.0	132.3	14.3	0.000	0.000	0.017	1.833	381412	36.0	3.831	87	22.7	73.5	13.8	0.137	12510	11694	pg1222_o2nofp.cx10a_c24r64
7969	99884	0	0.0	131.2	14.2	0.000	0.000	0.016	1.827	382608	36.0	3.831	87	22.7	73.4	16.3	0.087	12590	11934	pg1322_o2nofp.cx10a_c24r64
7969	100732	0	0.0	129.6	14.0	0.000	0.000	0.016	1.793	384853	35.8	3.821	85	22.1	72.8	11.2	0.071	12654	11806	pg1419_o2nofp.cx10a_c24r64
7969	100635	0	0.0	126.9	13.9	0.000	0.000	0.016	1.790	385347	35.8	3.829	85	22.0	72.7	0.7	0.098	12670	11902	pg1515_o2nofp.cx10a_c24r64
7969	101642	0	0.0	126.4	13.9	0.000	0.000	0.016	1.783	388068	35.9	3.818	85	22.0	72.7	6.2	0.076	12766	11982	pg1611_o2nofp.cx10a_c24r64
7965	101118	0	0.0	127.5	13.9	0.000	0.000	0.016	1.789	386416	35.8	3.821	85	22.0	72.7	4.4	0.093	12670	11838	pg177_o2nofp.cx10a_c24r64
7965	99674	0	0.0	129.8	14.1	0.000	0.000	0.016	1.812	381247	35.8	3.825	86	21.9	72.6	0.5	0.098	12526	11742	pg181_o2nofp.cx10b_c24r64

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	
0.001	0.002	0.000	0.000	0.000	0.011	132.3	14604.8	8.011	5.572	0.151	111.7	2.206	2167.4	0.000	0.000	0.250	98.37	0.000	0.000	0.032	0.712		pg1222_o2nofp.cx10a_c24r64
0.001	0.002	0.000	0.000	0.000	0.011	131.2	14557.1	7.704	5.162	0.152	112.1	2.209	2096.4	0.000	0.000	0.249	51.00	0.000	0.000	0.034	0.712		pg1322_o2nofp.cx10a_c24r64
0.006	0.022	0.000	0.000	0.000	0.011	129.6	14285.1	7.988	5.527	0.155	111.5	2.205	2100.8	0.000	0.000	0.249	50.20	0.000	0.000	0.037	0.710		pg1419_o2nofp.cx10a_c24r64
0.001	0.002	0.000	0.000	0.000	0.011	126.9	14266.5	5.245	3.082	0.159	114.2	0.166	2118.6	0.000	0.000	0.007	152.3	0.000	0.000	0.035	0.660		pg1515_o2nofp.cx10a_c24r64
0.001	0.004	0.000	0.000	0.000	0.022	126.4	14207.2	4.794	2.740	0.160	114.3	0.156	2085.7	0.000	0.000	0.002	107.8	0.000	0.000	0.035	0.666		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	127.5	14246.0	4.683	2.496	0.160	113.3	0.143	2128.6	0.000	0.000	0.006	177.9	0.000	0.000	0.035	0.659		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	129.8	14435.2	4.668	2.712	0.161	112.9	0.141	2127.1	0.000	0.000	0.005	248.8	0.000	0.000	0.044	0.667		pg181_o2nofp.cx10b_c24r64

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_c24r6499.9350.064nonzerononzerononzero0.018
pg1322_o2nofp.cx10a_c24r6499.9410.058nonzerononzerononzerononzero0.087
pg1419_o2nofp.cx10a_c24r6499.9400.060nonzerononzerononzerononzero0.084
pg1515_o2nofp.cx10a_c24r6499.9440.056nonzerononzerononzerononzero0.085
pg1611_o2nofp.cx10a_c24r6499.9440.056nonzerononzerononzerononzero0.090
pg177_o2nofp.cx10a_c24r6499.9500.050nonzerononzerononzerononzero0.086
pg181_o2nofp.cx10b_c24r6499.9440.056nonzerononzerononzerononzero0.074

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_c24r6499.6820.2410.0770.038
pg1322_o2nofp.cx10a_c24r6499.6530.2600.0860.037
pg1419_o2nofp.cx10a_c24r6499.7700.1530.0770.044
pg1515_o2nofp.cx10a_c24r6499.6980.2010.1010.058
pg1611_o2nofp.cx10a_c24r6499.7330.1990.0680.038
pg177_o2nofp.cx10a_c24r6499.6800.2110.1080.047
pg181_o2nofp.cx10b_c24r6499.7290.2110.0600.030

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_c24r6430.67869.0300.2280.0640.035
pg1322_o2nofp.cx10a_c24r6430.78068.7560.4000.0640.033
pg1419_o2nofp.cx10a_c24r6431.17668.5510.2120.0620.041
pg1515_o2nofp.cx10a_c24r6431.49068.0570.3730.0810.057
pg1611_o2nofp.cx10a_c24r6421.67877.7630.4940.0660.037
pg177_o2nofp.cx10a_c24r6424.24075.0220.6600.0770.031
pg181_o2nofp.cx10b_c24r6421.57777.6750.7060.0420.025

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
7965	53451	0	0.0	132.6	14.4	0.000	0.000	0.017	1.853	208353	35.4	3.898	159	22.8	71.1	2.7	0.018	6719	6447	pg1222_o2nofp.cx10a_c24r64
7965	54423	0	0.0	132.5	14.4	0.000	0.000	0.017	1.849	212306	35.6	3.901	157	22.6	71.0	14.0	0.087	6847	6559	pg1322_o2nofp.cx10a_c24r64
7965	54014	0	0.0	132.1	14.3	0.000	0.000	0.017	1.842	210374	35.2	3.895	156	22.1	70.4	8.4	0.084	6799	6542	pg1419_o2nofp.cx10a_c24r64
7969	54713	0	0.0	128.8	14.2	0.000	0.000	0.016	1.828	213029	35.2	3.894	154	22.1	70.4	0.3	0.085	6831	6575	pg1515_o2nofp.cx10a_c24r64
7969	54513	0	0.0	128.9	14.2	0.000	0.000	0.016	1.829	212137	35.3	3.892	155	22.0	70.3	7.3	0.090	6799	6527	pg1611_o2nofp.cx10a_c24r64
7965	54625	0	0.0	128.8	14.2	0.000	0.000	0.016	1.820	211959	35.2	3.880	155	22.1	70.3	2.0	0.086	6847	6591	pg177_o2nofp.cx10a_c24r64
7969	53849	0	0.0	128.0	14.0	0.000	0.000	0.016	1.803	209127	35.3	3.884	157	22.0	70.3	4.9	0.074	6783	6495	pg181_o2nofp.cx10b_c24r64

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	
0.002	0.009	0.000	0.000	0.000	0.011	132.6	14760.8	7.900	5.523	0.162	111.4	2.186	1401.3	0.000	0.000	0.249	40.45	0.000	0.000	0.047	0.740		pg1222_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	132.5	14726.0	8.140	5.577	0.165	111.4	2.199	1472.5	0.000	0.000	0.249	59.74	0.000	0.000	0.056	0.763		pg1322_o2nofp.cx10a_c24r64
0.009	0.038	0.000	0.000	0.000	0.011	132.1	14669.1	8.105	5.633	0.153	110.7	2.177	1443.3	0.000	0.000	0.251	52.40	0.000	0.000	0.048	0.735		pg1419_o2nofp.cx10a_c24r64
0.001	0.002	0.000	0.000	0.000	0.011	128.8	14568.3	5.408	3.126	0.168	113.3	0.119	1408.6	0.000	0.000	0.006	105.7	0.000	0.000	0.059	0.687		pg1515_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	128.9	14571.5	5.070	2.899	0.159	113.1	0.115	1417.6	0.000	0.000	0.007	112.6	0.000	0.000	0.046	0.680		pg1611_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	128.8	14495.7	4.812	2.668	0.166	112.9	0.095	1398.9	0.000	0.000	0.002	66.12	0.000	0.000	0.062	0.702		pg177_o2nofp.cx10a_c24r64
0.000	0.000	0.000	0.000	0.000	0.000	128.0	14367.8	5.008	2.708	0.163	112.6	0.090	1372.5	0.000	0.000	0.002	69.76	0.000	0.000	0.033	0.665		pg181_o2nofp.cx10b_c24r64

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
645161	0	1	0.0	2478.5	281.6	0.000	0.000	0.004	0.447	71849	46.4	0.111	17	7.7	20.7	4.9	0.031	94288	82590	pg1222_o2nofp.cx10a_c24r64
666667	0	1	0.0	2492.4	285.3	0.000	0.000	0.004	0.438	71964	46.1	0.108	17	7.7	20.7	1.0	0.095	96988	75391	pg1322_o2nofp.cx10a_c24r64
634921	0	1	0.0	2365.7	271.2	0.000	0.000	0.004	0.437	70115	45.7	0.110	17	7.7	20.7	0.5	0.066	92589	64391	pg1419_o2nofp.cx10a_c24r64
661157	0	1	0.0	2485.7	285.7	0.000	0.000	0.004	0.443	71408	46.0	0.108	17	7.7	20.7	3.2	0.033	97087	85489	pg1515_o2nofp.cx10a_c24r64
661157	0	1	0.0	2462.5	284.6	0.000	0.000	0.004	0.441	71330	46.1	0.108	17	7.7	20.7	5.1	0.075	96489	78589	pg1611_o2nofp.cx10a_c24r64
655738	0	0	0.0	2441.3	282.8	0.000	0.000	0.004	0.442	63363	45.7	0.097	17	7.7	20.7	0.2	0.167	95587	78392	pg177_o2nofp.cx10a_c24r64
655738	0	0	0.0	2436.5	283.3	0.000	0.000	0.004	0.442	63331	45.8	0.097	17	7.7	20.7	0.2	0.165	95588	64192	pg181_o2nofp.cx10b_c24r64

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
1403510	0	2	0.0	3390.2	383.8	0.000	0.000	0.002	0.280	6724	24.3	0.005	4	15.4	35.4	6.7	0.003	NA	NA	pg1222_o2nofp.cx10a_c24r64
1355934	0	2	0.0	3332.2	377.7	0.000	0.000	0.002	0.285	5776	23.9	0.004	4	15.4	35.5	0.3	0.003	NA	NA	pg1322_o2nofp.cx10a_c24r64
1333335	0	1	0.0	3382.1	383.2	0.000	0.000	0.003	0.294	6216	23.7	0.005	4	15.4	35.5	6.7	0.003	NA	NA	pg1419_o2nofp.cx10a_c24r64
1428573	0	2	0.0	3377.9	382.8	0.000	0.000	0.002	0.274	6060	24.8	0.004	4	15.4	35.5	6.6	0.003	NA	NA	pg1515_o2nofp.cx10a_c24r64
1379312	0	1	0.0	3283.2	371.6	0.000	0.000	0.002	0.276	5722	25.0	0.004	4	15.4	35.5	6.7	0.003	NA	NA	pg1611_o2nofp.cx10a_c24r64
1379312	0	0	0.0	3862.3	438.7	0.000	0.000	0.003	0.326	3626	24.1	0.003	4	15.4	35.4	6.1	0.003	NA	NA	pg177_o2nofp.cx10a_c24r64
1403510	0	0	0.0	3758.5	426.6	0.000	0.000	0.003	0.311	3709	23.8	0.003	4	15.4	35.4	6.7	0.003	NA	NA	pg181_o2nofp.cx10b_c24r64

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
153661	0	0	0.0	1944.3	220.7	0.000	0.000	0.013	1.471	79775	63.5	0.519	99	22.6	86.7	15.9	0.148	22447	3199	pg1222_o2nofp.cx10a_c24r64
157442	0	0	0.0	1993.1	226.4	0.000	0.000	0.013	1.473	81388	63.1	0.517	96	22.5	86.5	19.2	0.097	20097	7099	pg1322_o2nofp.cx10a_c24r64
169088	0	0	0.0	2117.8	239.5	0.000	0.000	0.013	1.450	88402	62.2	0.523	88	21.8	85.9	14.6	0.079	21047	5399	pg1419_o2nofp.cx10a_c24r64
166018	0	0	0.0	2072.4	234.8	0.000	0.000	0.012	1.448	85540	62.1	0.515	90	21.8	85.8	16.9	0.065	19847	4149	pg1515_o2nofp.cx10a_c24r64
159800	0	0	0.0	1910.2	224.5	0.000	0.000	0.012	1.439	82404	61.0	0.516	92	21.6	85.7	14.0	0.074	19847	4149	pg1611_o2nofp.cx10a_c24r64
164313	0	0	0.0	1968.9	231.0	0.000	0.000	0.012	1.440	75298	60.4	0.458	88	21.6	85.7	15.2	0.095	18148	4249	pg177_o2nofp.cx10a_c24r64
162643	0	0	0.0	1974.2	230.1	0.000	0.000	0.012	1.449	74951	60.3	0.461	89	21.6	85.7	10.9	0.089	16898	4949	pg181_o2nofp.cx10b_c24r64

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
27421	0	0	0.0	238.2	28.1	0.000	0.000	0.009	1.051	133691	43.4	4.876	380	22.8	86.8	6.2	0.004	2315	1220	pg1222_o2nofp.cx10a_c24r64
27972	0	0	0.0	237.1	28.0	0.000	0.000	0.008	1.024	137149	44.8	4.903	384	22.6	86.7	14.4	0.074	2640	1070	pg1322_o2nofp.cx10a_c24r64
29385	0	0	0.0	244.0	29.0	0.000	0.000	0.008	1.010	144019	43.0	4.901	351	22.0	86.0	12.9	0.084	2680	1785	pg1419_o2nofp.cx10a_c24r64
28881	0	0	0.0	238.2	28.6	0.000	0.000	0.008	1.012	141427	43.0	4.897	357	21.9	86.0	11.3	0.073	2285	1520	pg1515_o2nofp.cx10a_c24r64
26913	0	0	0.0	221.0	26.5	0.000	0.000	0.008	1.009	132588	42.6	4.926	380	21.8	85.9	7.2	0.002	3060	1715	pg1611_o2nofp.cx10a_c24r64
27119	0	0	0.0	222.7	26.7	0.000	0.000	0.008	1.007	115426	42.0	4.256	372	21.8	85.9	10.3	0.080	2460	995	pg177_o2nofp.cx10a_c24r64
26468	0	0	0.0	218.0	26.1	0.000	0.000	0.008	1.011	113515	42.2	4.289	383	21.8	85.9	15.3	0.002	2360	1200	pg181_o2nofp.cx10b_c24r64

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
797	103300	0	0.0	37.6	3.6	0.000	0.000	0.047	4.665	394831	33.3	3.822	77	22.8	86.8	0.4	0.002	13006	12414	pg1222_o2nofp.cx10a_c24r64
797	104062	0	0.0	37.6	3.6	0.000	0.000	0.047	4.669	397755	33.3	3.822	77	22.6	86.6	0.4	0.002	13087	12558	pg1322_o2nofp.cx10a_c24r64
797	104719	0	0.0	38.4	3.7	0.000	0.000	0.048	4.738	400153	33.3	3.821	76	22.0	86.0	0.4	0.002	13181	12574	pg1419_o2nofp.cx10a_c24r64
796	104744	0	0.0	36.0	3.7	0.000	0.000	0.045	4.703	400387	33.3	3.823	76	21.9	86.0	0.4	0.001	13182	12686	pg1515_o2nofp.cx10a_c24r64
796	105607	0	0.0	35.9	3.7	0.000	0.000	0.045	4.707	403556	33.3	3.821	76	21.8	85.8	1.2	0.002	13326	12765	pg1611_o2nofp.cx10a_c24r64
797	105289	0	0.0	36.0	3.7	0.000	0.000	0.045	4.711	402179	33.3	3.820	76	21.8	85.8	0.4	0.003	13246	12654	pg177_o2nofp.cx10a_c24r64
796	103714	0	0.0	36.3	3.7	0.000	0.000	0.046	4.718	396398	33.3	3.822	77	21.8	85.8	0.4	0.002	13038	12413	pg181_o2nofp.cx10b_c24r64

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
797	54744	0	0.0	108.9	7.3	0.000	0.000	0.137	9.331	212248	32.8	3.877	144	22.8	86.3	0.6	0.003	6895	6623	pg1222_o2nofp.cx10a_c24r64
797	55587	0	0.0	107.8	7.2	0.000	0.000	0.135	9.284	215269	32.7	3.873	141	22.6	86.1	0.4	0.002	6959	6767	pg1322_o2nofp.cx10a_c24r64
797	55336	0	0.0	106.0	7.2	0.000	0.000	0.133	9.212	214200	32.7	3.871	142	22.0	85.4	0.4	0.002	6927	6719	pg1419_o2nofp.cx10a_c24r64
797	55810	0	0.0	103.6	7.1	0.000	0.000	0.130	9.167	215861	32.9	3.868	141	21.9	85.4	0.4	0.002	6991	6767	pg1515_o2nofp.cx10a_c24r64
797	55928	0	0.0	102.8	7.1	0.000	0.000	0.129	9.148	216314	32.9	3.868	141	21.8	85.3	0.4	0.004	7007	6767	pg1611_o2nofp.cx10a_c24r64
796	55909	0	0.0	102.3	7.1	0.000	0.000	0.128	9.152	216335	32.9	3.869	141	21.8	85.2	3.7	0.003	7055	6735	pg177_o2nofp.cx10a_c24r64
797	55134	0	0.0	102.3	7.1	0.000	0.000	0.128	9.146	213220	33.0	3.867	144	21.8	85.3	0.4	0.001	6895	6607	pg181_o2nofp.cx10b_c24r64

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
3982	100334	0	0.0	178.6	10.4	0.000	0.000	0.045	2.687	383932	34.7	3.827	83	22.8	81.4	16.7	0.028	12590	11870	pg1222_o2nofp.cx10a_c24r64
3982	100681	0	0.0	177.3	10.4	0.000	0.000	0.045	2.680	385765	34.6	3.832	82	22.6	81.2	17.4	0.028	12670	11982	pg1322_o2nofp.cx10a_c24r64
3982	101382	0	0.0	173.7	10.4	0.000	0.000	0.044	2.677	387856	34.5	3.826	82	22.0	80.5	15.6	0.069	12717	11950	pg1419_o2nofp.cx10a_c24r64
3982	101573	0	0.0	171.2	10.4	0.000	0.000	0.043	2.669	388716	34.5	3.827	82	22.0	80.5	14.6	0.025	12782	12014	pg1515_o2nofp.cx10a_c24r64
3982	102482	0	0.0	170.4	10.4	0.000	0.000	0.043	2.672	391917	34.5	3.824	81	21.9	80.4	16.2	0.067	12894	12157	pg1611_o2nofp.cx10a_c24r64
3984	101930	0	0.0	171.2	10.4	0.000	0.000	0.043	2.680	389362	34.5	3.820	81	22.0	80.4	21.0	0.024	12862	12045	pg177_o2nofp.cx10a_c24r64
3984	100668	0	0.0	170.4	10.4	0.000	0.000	0.043	2.670	384638	34.4	3.821	82	21.9	80.4	13.1	0.022	12654	11854	pg181_o2nofp.cx10b_c24r64

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
3984	54202	0	0.0	108.5	11.2	0.000	0.000	0.027	2.882	210432	34.1	3.882	151	22.8	77.1	6.5	0.130	6799	6559	pg1222_o2nofp.cx10a_c24r64
3984	54962	0	0.0	108.0	11.1	0.000	0.000	0.027	2.863	213395	33.8	3.883	148	22.6	77.0	16.9	0.013	6895	6687	pg1322_o2nofp.cx10a_c24r64
3984	54752	0	0.0	106.8	11.0	0.000	0.000	0.027	2.817	212321	33.8	3.878	148	22.1	76.3	14.4	0.093	6879	6639	pg1419_o2nofp.cx10a_c24r64
3982	55166	0	0.0	104.6	10.9	0.000	0.000	0.026	2.811	213994	34.0	3.879	148	22.0	76.3	13.2	0.082	6959	6751	pg1515_o2nofp.cx10a_c24r64
3982	55184	0	0.0	104.3	10.9	0.000	0.000	0.026	2.800	214106	34.0	3.880	148	22.0	76.2	8.3	0.079	6927	6687	pg1611_o2nofp.cx10a_c24r64
3984	55242	0	0.0	104.4	10.9	0.000	0.000	0.026	2.801	213946	34.0	3.873	148	22.0	76.2	3.5	0.017	6943	6687	pg177_o2nofp.cx10a_c24r64
3982	54378	0	0.0	106.7	10.9	0.000	0.000	0.027	2.813	210871	33.9	3.878	150	22.0	76.2	0.3	0.020	6847	6575	pg181_o2nofp.cx10b_c24r64

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
7969	99558	0	0.0	132.3	14.3	0.000	0.000	0.017	1.833	381412	36.0	3.831	87	22.7	73.5	13.8	0.137	12510	11694	pg1222_o2nofp.cx10a_c24r64
7969	99884	0	0.0	131.2	14.2	0.000	0.000	0.016	1.827	382608	36.0	3.831	87	22.7	73.4	16.3	0.087	12590	11934	pg1322_o2nofp.cx10a_c24r64
7969	100732	0	0.0	129.6	14.0	0.000	0.000	0.016	1.793	384853	35.8	3.821	85	22.1	72.8	11.2	0.071	12654	11806	pg1419_o2nofp.cx10a_c24r64
7969	100635	0	0.0	126.9	13.9	0.000	0.000	0.016	1.790	385347	35.8	3.829	85	22.0	72.7	0.7	0.098	12670	11902	pg1515_o2nofp.cx10a_c24r64
7969	101642	0	0.0	126.4	13.9	0.000	0.000	0.016	1.783	388068	35.9	3.818	85	22.0	72.7	6.2	0.076	12766	11982	pg1611_o2nofp.cx10a_c24r64
7965	101118	0	0.0	127.5	13.9	0.000	0.000	0.016	1.789	386416	35.8	3.821	85	22.0	72.7	4.4	0.093	12670	11838	pg177_o2nofp.cx10a_c24r64
7965	99674	0	0.0	129.8	14.1	0.000	0.000	0.016	1.812	381247	35.8	3.825	86	21.9	72.6	0.5	0.098	12526	11742	pg181_o2nofp.cx10b_c24r64

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
7965	53451	0	0.0	132.6	14.4	0.000	0.000	0.017	1.853	208353	35.4	3.898	159	22.8	71.1	2.7	0.018	6719	6447	pg1222_o2nofp.cx10a_c24r64
7965	54423	0	0.0	132.5	14.4	0.000	0.000	0.017	1.849	212306	35.6	3.901	157	22.6	71.0	14.0	0.087	6847	6559	pg1322_o2nofp.cx10a_c24r64
7965	54014	0	0.0	132.1	14.3	0.000	0.000	0.017	1.842	210374	35.2	3.895	156	22.1	70.4	8.4	0.084	6799	6542	pg1419_o2nofp.cx10a_c24r64
7969	54713	0	0.0	128.8	14.2	0.000	0.000	0.016	1.828	213029	35.2	3.894	154	22.1	70.4	0.3	0.085	6831	6575	pg1515_o2nofp.cx10a_c24r64
7969	54513	0	0.0	128.9	14.2	0.000	0.000	0.016	1.829	212137	35.3	3.892	155	22.0	70.3	7.3	0.090	6799	6527	pg1611_o2nofp.cx10a_c24r64
7965	54625	0	0.0	128.8	14.2	0.000	0.000	0.016	1.820	211959	35.2	3.880	155	22.1	70.3	2.0	0.086	6847	6591	pg177_o2nofp.cx10a_c24r64
7969	53849	0	0.0	128.0	14.0	0.000	0.000	0.016	1.803	209127	35.3	3.884	157	22.0	70.3	4.9	0.074	6783	6495	pg181_o2nofp.cx10b_c24r64

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	12.690	87.246	0.053	0.011	0.000	0.000	0.000	0.000	0.000	0.031	pg1222_o2nofp.cx10a_c24r64
0.000	48.908	51.027	0.049	0.014	0.002	0.000	0.000	0.000	0.000	0.095	pg1322_o2nofp.cx10a_c24r64
0.000	2.764	97.171	0.045	0.020	nonzero	0.000	0.000	0.000	0.000	0.066	pg1419_o2nofp.cx10a_c24r64
0.000	49.605	50.330	0.051	0.015	0.000	0.000	0.000	0.000	0.000	0.033	pg1515_o2nofp.cx10a_c24r64
0.000	37.939	61.995	0.040	0.025	0.001	0.000	0.000	0.000	0.000	0.075	pg1611_o2nofp.cx10a_c24r64
0.000	28.680	71.272	0.020	0.024	0.004	0.000	0.000	0.000	0.000	0.167	pg177_o2nofp.cx10a_c24r64
0.000	30.006	69.944	0.022	0.020	0.009	0.000	0.000	0.000	0.000	0.165	pg181_o2nofp.cx10b_c24r64

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	99.744	0.144	0.112	0.001	0.000	0.000	0.000	0.000	0.148	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.753	0.144	0.102	0.001	0.000	0.000	0.000	0.000	0.097	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.683	0.178	0.139	nonzero	0.000	0.000	0.000	0.000	0.079	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.710	0.165	0.125	nonzero	0.000	0.000	0.000	0.000	0.065	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.696	0.178	0.126	nonzero	0.000	0.000	0.000	0.000	0.074	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.628	0.225	0.147	nonzero	0.000	0.000	0.000	0.000	0.095	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.704	0.185	0.110	0.001	0.000	0.000	0.000	0.000	0.089	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	20.547	71.727	7.607	0.118	0.001	0.000	0.000	0.000	0.000	0.147	pg1222_o2nofp.cx10a_c24r64
0.000	21.743	73.402	4.747	0.107	0.001	0.000	0.000	0.000	0.000	0.099	pg1322_o2nofp.cx10a_c24r64
0.000	18.625	79.130	2.123	0.122	nonzero	0.000	0.000	0.000	0.000	0.078	pg1419_o2nofp.cx10a_c24r64
0.000	18.568	78.915	2.396	0.121	nonzero	0.000	0.000	0.000	0.000	0.068	pg1515_o2nofp.cx10a_c24r64
0.000	16.831	78.282	4.757	0.130	nonzero	0.000	0.000	0.000	0.000	0.075	pg1611_o2nofp.cx10a_c24r64
0.000	15.785	79.922	4.148	0.145	nonzero	0.000	0.000	0.000	0.000	0.094	pg177_o2nofp.cx10a_c24r64
0.000	13.214	83.440	3.226	0.119	0.001	0.000	0.000	0.000	0.000	0.090	pg181_o2nofp.cx10b_c24r64

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
12.625	87.373	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1222_o2nofp.cx10a_c24r64
15.077	84.922	0.002	nonzero	0.000	nonzero	0.000	0.000	0.000	0.000	0.074	pg1322_o2nofp.cx10a_c24r64
13.570	86.428	0.001	0.000	0.000	nonzero	0.000	0.000	0.000	0.000	0.084	pg1419_o2nofp.cx10a_c24r64
10.179	89.820	0.001	0.000	0.000	nonzero	0.000	0.000	0.000	0.000	0.073	pg1515_o2nofp.cx10a_c24r64
15.511	84.488	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1611_o2nofp.cx10a_c24r64
24.554	75.446	0.001	0.000	0.000	nonzero	0.000	0.000	0.000	0.000	0.080	pg177_o2nofp.cx10a_c24r64
26.150	73.850	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.076	47.666	51.535	0.722	0.001	0.000	0.000	0.000	0.000	0.000	0.037	pg1222_o2nofp.cx10a_c24r64
0.059	48.398	49.855	1.688	nonzero	nonzero	0.000	0.000	0.000	0.000	0.075	pg1322_o2nofp.cx10a_c24r64
0.044	40.188	59.766	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	pg1419_o2nofp.cx10a_c24r64
0.035	37.998	61.962	0.004	nonzero	nonzero	0.000	0.000	0.000	0.000	0.073	pg1515_o2nofp.cx10a_c24r64
0.022	29.932	70.045	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg1611_o2nofp.cx10a_c24r64
0.062	33.861	65.753	0.324	0.000	nonzero	0.000	0.000	0.000	0.000	0.080	pg177_o2nofp.cx10a_c24r64
0.005	34.018	65.558	0.420	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg181_o2nofp.cx10b_c24r64

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.998	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1222_o2nofp.cx10a_c24r64
99.999	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1322_o2nofp.cx10a_c24r64
99.999	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1419_o2nofp.cx10a_c24r64
99.998	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1515_o2nofp.cx10a_c24r64
99.998	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1611_o2nofp.cx10a_c24r64
99.998	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg177_o2nofp.cx10a_c24r64
99.998	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg181_o2nofp.cx10b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.774	0.226	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.785	0.215	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.778	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.792	0.208	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.726	0.274	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.802	0.198	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.795	0.205	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	40.344	59.656	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1222_o2nofp.cx10a_c24r64
0.000	41.469	58.531	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1322_o2nofp.cx10a_c24r64
0.000	40.778	59.222	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1419_o2nofp.cx10a_c24r64
0.000	37.750	62.250	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1515_o2nofp.cx10a_c24r64
0.000	29.927	70.069	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1611_o2nofp.cx10a_c24r64
0.000	34.497	65.503	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg177_o2nofp.cx10a_c24r64
0.000	25.583	74.417	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg181_o2nofp.cx10b_c24r64

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.978	0.022	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1222_o2nofp.cx10a_c24r64
99.981	0.019	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1322_o2nofp.cx10a_c24r64
99.980	0.020	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1419_o2nofp.cx10a_c24r64
99.983	0.017	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1515_o2nofp.cx10a_c24r64
99.981	0.019	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1611_o2nofp.cx10a_c24r64
99.985	0.015	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg177_o2nofp.cx10a_c24r64
99.981	0.019	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg181_o2nofp.cx10b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.646	0.354	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.823	0.177	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.812	0.188	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.816	0.184	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.858	0.142	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.840	0.160	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.688	0.312	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.819	0.181	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.969	0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.965	0.035	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.924	0.076	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg181_o2nofp.cx10b_c24r64

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.994	0.006	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg1222_o2nofp.cx10a_c24r64
99.995	0.005	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg1322_o2nofp.cx10a_c24r64
99.994	0.006	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.069	pg1419_o2nofp.cx10a_c24r64
99.994	0.005	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	pg1515_o2nofp.cx10a_c24r64
99.994	0.006	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.067	pg1611_o2nofp.cx10a_c24r64
99.994	0.005	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg177_o2nofp.cx10a_c24r64
99.994	0.006	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg181_o2nofp.cx10b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.647	0.284	0.069	0.000	0.000	0.000	0.000	0.000	0.031	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.597	0.276	0.127	0.000	0.000	0.000	0.000	0.000	0.033	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.528	0.356	0.116	0.000	0.000	0.000	0.000	0.000	0.034	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.503	0.328	0.169	0.000	0.000	0.000	0.000	0.000	0.030	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.511	0.325	0.164	0.000	0.000	0.000	0.000	0.000	0.031	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.551	0.340	0.110	0.000	0.000	0.000	0.000	0.000	0.030	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.592	0.305	0.103	0.000	0.000	0.000	0.000	0.000	0.032	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	29.035	70.844	0.101	0.020	0.000	0.000	0.000	0.000	0.000	0.030	pg1222_o2nofp.cx10a_c24r64
0.000	31.033	68.851	0.089	0.027	0.000	0.000	0.000	0.000	0.000	0.029	pg1322_o2nofp.cx10a_c24r64
0.000	28.698	71.079	0.199	0.024	0.000	0.000	0.000	0.000	0.000	0.030	pg1419_o2nofp.cx10a_c24r64
0.000	30.274	69.640	0.053	0.032	0.000	0.000	0.000	0.000	0.000	0.028	pg1515_o2nofp.cx10a_c24r64
0.000	21.471	77.376	1.123	0.031	0.000	0.000	0.000	0.000	0.000	0.030	pg1611_o2nofp.cx10a_c24r64
0.000	23.113	76.420	0.440	0.027	0.000	0.000	0.000	0.000	0.000	0.027	pg177_o2nofp.cx10a_c24r64
0.000	15.689	83.783	0.460	0.069	0.000	0.000	0.000	0.000	0.000	0.028	pg181_o2nofp.cx10b_c24r64

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.961	0.039	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.130	pg1222_o2nofp.cx10a_c24r64
99.962	0.038	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg1322_o2nofp.cx10a_c24r64
99.961	0.038	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.093	pg1419_o2nofp.cx10a_c24r64
99.965	0.035	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	pg1515_o2nofp.cx10a_c24r64
99.964	0.036	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.079	pg1611_o2nofp.cx10a_c24r64
99.969	0.030	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg177_o2nofp.cx10a_c24r64
99.967	0.033	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg181_o2nofp.cx10b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.705	0.224	0.072	0.000	0.000	0.000	0.000	0.000	0.027	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.683	0.275	0.042	0.000	0.000	0.000	0.000	0.000	0.024	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.692	0.237	0.069	0.001	0.000	0.000	0.000	0.000	0.075	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.671	0.211	0.117	0.001	0.000	0.000	0.000	0.000	0.072	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.617	0.287	0.097	0.000	0.000	0.000	0.000	0.000	0.031	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.612	0.292	0.097	0.000	0.000	0.000	0.000	0.000	0.023	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.617	0.299	0.085	0.000	0.000	0.000	0.000	0.000	0.037	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	25.816	74.096	0.081	0.007	0.000	0.000	0.000	0.000	0.000	0.025	pg1222_o2nofp.cx10a_c24r64
0.000	25.890	73.585	0.521	0.004	0.000	0.000	0.000	0.000	0.000	0.022	pg1322_o2nofp.cx10a_c24r64
0.000	26.647	73.228	0.116	0.008	0.001	0.000	0.000	0.000	0.000	0.074	pg1419_o2nofp.cx10a_c24r64
0.000	27.551	72.383	0.052	0.014	0.001	0.000	0.000	0.000	0.000	0.071	pg1515_o2nofp.cx10a_c24r64
0.000	19.472	79.778	0.737	0.013	0.000	0.000	0.000	0.000	0.000	0.030	pg1611_o2nofp.cx10a_c24r64
0.000	22.343	77.137	0.512	0.008	0.000	0.000	0.000	0.000	0.000	0.021	pg177_o2nofp.cx10a_c24r64
0.000	17.674	82.092	0.185	0.049	0.000	0.000	0.000	0.000	0.000	0.027	pg181_o2nofp.cx10b_c24r64

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.992	0.007	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.137	pg1222_o2nofp.cx10a_c24r64
99.992	0.007	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.087	pg1322_o2nofp.cx10a_c24r64
99.992	0.007	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.071	pg1419_o2nofp.cx10a_c24r64
99.992	0.007	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.098	pg1515_o2nofp.cx10a_c24r64
99.991	0.008	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.076	pg1611_o2nofp.cx10a_c24r64
99.993	0.007	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.093	pg177_o2nofp.cx10a_c24r64
99.992	0.007	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.098	pg181_o2nofp.cx10b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.681	0.242	0.076	0.000	0.000	0.000	0.000	0.000	0.029	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.652	0.284	0.065	0.000	0.000	0.000	0.000	0.000	0.028	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.656	0.253	0.091	0.000	0.000	0.000	0.000	0.000	0.041	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.672	0.225	0.103	0.000	0.000	0.000	0.000	0.000	0.027	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.581	0.326	0.093	0.000	0.000	0.000	0.000	0.000	0.025	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.611	0.302	0.087	0.000	0.000	0.000	0.000	0.000	0.029	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.653	0.257	0.090	0.000	0.000	0.000	0.000	0.000	0.033	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	25.356	74.474	0.141	0.028	0.000	0.000	0.000	0.000	0.000	0.024	pg1222_o2nofp.cx10a_c24r64
0.000	24.006	75.776	0.191	0.027	0.000	0.000	0.000	0.000	0.000	0.028	pg1322_o2nofp.cx10a_c24r64
0.000	25.149	74.616	0.177	0.057	0.000	0.000	0.000	0.000	0.000	0.028	pg1419_o2nofp.cx10a_c24r64
0.000	25.438	74.360	0.156	0.047	0.000	0.000	0.000	0.000	0.000	0.026	pg1515_o2nofp.cx10a_c24r64
0.000	15.901	83.640	0.410	0.049	0.000	0.000	0.000	0.000	0.000	0.025	pg1611_o2nofp.cx10a_c24r64
0.000	19.389	80.202	0.353	0.056	0.000	0.000	0.000	0.000	0.000	0.028	pg177_o2nofp.cx10a_c24r64
0.000	20.899	78.822	0.236	0.044	0.000	0.000	0.000	0.000	0.000	0.030	pg181_o2nofp.cx10b_c24r64

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.935	0.064	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg1222_o2nofp.cx10a_c24r64
99.941	0.058	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.087	pg1322_o2nofp.cx10a_c24r64
99.940	0.060	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	pg1419_o2nofp.cx10a_c24r64
99.944	0.056	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.085	pg1515_o2nofp.cx10a_c24r64
99.944	0.056	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.090	pg1611_o2nofp.cx10a_c24r64
99.950	0.050	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.086	pg177_o2nofp.cx10a_c24r64
99.944	0.056	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.074	pg181_o2nofp.cx10b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.682	0.241	0.077	0.000	0.000	0.000	0.000	0.000	0.038	pg1222_o2nofp.cx10a_c24r64
0.000	0.000	99.653	0.260	0.086	0.000	0.000	0.000	0.000	0.000	0.037	pg1322_o2nofp.cx10a_c24r64
0.000	0.000	99.770	0.153	0.077	0.000	0.000	0.000	0.000	0.000	0.044	pg1419_o2nofp.cx10a_c24r64
0.000	0.000	99.698	0.201	0.101	0.000	0.000	0.000	0.000	0.000	0.058	pg1515_o2nofp.cx10a_c24r64
0.000	0.000	99.733	0.199	0.068	0.000	0.000	0.000	0.000	0.000	0.038	pg1611_o2nofp.cx10a_c24r64
0.000	0.000	99.680	0.211	0.108	0.000	0.000	0.000	0.000	0.000	0.047	pg177_o2nofp.cx10a_c24r64
0.000	0.000	99.729	0.211	0.060	0.000	0.000	0.000	0.000	0.000	0.030	pg181_o2nofp.cx10b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	30.678	69.030	0.228	0.064	0.000	0.000	0.000	0.000	0.000	0.035	pg1222_o2nofp.cx10a_c24r64
0.000	30.780	68.756	0.400	0.064	0.000	0.000	0.000	0.000	0.000	0.033	pg1322_o2nofp.cx10a_c24r64
0.000	31.176	68.551	0.212	0.062	0.000	0.000	0.000	0.000	0.000	0.041	pg1419_o2nofp.cx10a_c24r64
0.000	31.490	68.057	0.373	0.081	0.000	0.000	0.000	0.000	0.000	0.057	pg1515_o2nofp.cx10a_c24r64
0.000	21.678	77.763	0.494	0.066	0.000	0.000	0.000	0.000	0.000	0.037	pg1611_o2nofp.cx10a_c24r64
0.000	24.240	75.022	0.660	0.077	0.000	0.000	0.000	0.000	0.000	0.031	pg177_o2nofp.cx10a_c24r64
0.000	21.577	77.675	0.706	0.042	0.000	0.000	0.000	0.000	0.000	0.025	pg181_o2nofp.cx10b_c24r64