Introduction

This is a report for the insert benchmark with 800M docs and 1 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 8 AMD cores, 32G RAM and an NVMe device for the database. The benchmark was run with 1 client 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 1 table with a table per client. It loads 800M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 4m+1m 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 IO-bound for most benchmark steps. 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
pg170_o2nofp.cx10a_c8r32 2134473960403509169255169382394090219334759
pg171_o2nofp.cx10a_c8r32 2100844028203549168253429412352589719301804
pg172_o2nofp.cx10a_c8r32 2155174071253578169257079412374189819171803
pg173_o2nofp.cx10a_c8r32 2136183974173575168254239382389989719526804
pg174_o2nofp.cx10a_c8r32 2136184100463546168253819392391089919015806
pg175_o2nofp.cx10a_c8r32 2123144060913578170255969452378290219108808
pg176_o2nofp.cx10a_c8r32 2109704119463568168256309472386690619156816
pg177_o2nofp.cx10a_c8r32 2138464096263537168252689432382090019111809
pg178_o2nofp.cx10a_c8r32 1986103902443575168254069432399689919138809
pg179_o2nofp.cx10a_c8r32 2119774006013597166252041301236721265191861182

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
pg170_o2nofp.cx10a_c8r32 1.001.001.001.001.001.001.001.001.001.00
pg171_o2nofp.cx10a_c8r32 0.981.021.010.990.991.000.980.991.001.06
pg172_o2nofp.cx10a_c8r32 1.011.031.021.001.011.000.991.000.991.06
pg173_o2nofp.cx10a_c8r32 1.001.001.020.991.001.001.000.991.011.06
pg174_o2nofp.cx10a_c8r32 1.001.041.010.990.991.001.001.000.981.06
pg175_o2nofp.cx10a_c8r32 0.991.031.021.011.001.010.991.000.991.06
pg176_o2nofp.cx10a_c8r32 0.991.041.020.991.001.011.001.000.991.08
pg177_o2nofp.cx10a_c8r32 1.001.031.010.990.991.010.991.000.991.07
pg178_o2nofp.cx10a_c8r32 0.930.991.020.991.001.011.001.000.991.07
pg179_o2nofp.cx10a_c8r32 0.991.011.030.980.991.390.991.400.991.56

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
pg170_o2nofp.cx10a_c8r32100100500500999999
pg171_o2nofp.cx10a_c8r32100100500500999999
pg172_o2nofp.cx10a_c8r32100100500500999999
pg173_o2nofp.cx10a_c8r32100100499499999999
pg174_o2nofp.cx10a_c8r32100100499500999999
pg175_o2nofp.cx10a_c8r32100100500499999999
pg176_o2nofp.cx10a_c8r32100100499500999999
pg177_o2nofp.cx10a_c8r32100100500500999999
pg178_o2nofp.cx10a_c8r32100100499499999999
pg179_o2nofp.cx10a_c8r32100100499500999999
target10010050050010001000

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
pg170_o2nofp.cx10a_c8r3299.9620.0310.0070.0010.045
pg171_o2nofp.cx10a_c8r3299.9700.0260.0030.0010.040
pg172_o2nofp.cx10a_c8r3299.9690.0270.0040.0010.033
pg173_o2nofp.cx10a_c8r3299.9670.0290.004nonzero0.047
pg174_o2nofp.cx10a_c8r3299.9680.0280.0030.0010.043
pg175_o2nofp.cx10a_c8r3299.9710.0250.004nonzero0.041
pg176_o2nofp.cx10a_c8r3299.9550.0400.0040.001nonzero0.070
pg177_o2nofp.cx10a_c8r3299.9680.0280.0030.0010.046
pg178_o2nofp.cx10a_c8r3299.9670.0290.004nonzero0.030
pg179_o2nofp.cx10a_c8r3299.9750.0220.0030.0010.045

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
213447	0	37	0.3	795.5	88.0	0.000	0.001	0.004	0.422	21141	20.5	0.099	8	76.5	116.6	19.8	0.045	214976	205174	pg170_o2nofp.cx10a_c8r32
210084	0	35	0.3	784.1	86.4	0.000	0.001	0.004	0.421	20834	20.2	0.099	8	76.5	116.6	1.1	0.040	211465	203965	pg171_o2nofp.cx10a_c8r32
215517	0	38	0.3	802.7	88.7	0.000	0.001	0.004	0.422	21349	20.5	0.099	8	76.5	116.6	18.3	0.033	217064	208771	pg172_o2nofp.cx10a_c8r32
213618	0	36	0.3	803.2	88.4	0.000	0.001	0.004	0.424	21201	20.5	0.099	8	76.5	116.6	18.9	0.047	215060	207165	pg173_o2nofp.cx10a_c8r32
213618	0	37	0.3	796.0	88.0	0.000	0.001	0.004	0.422	21170	20.5	0.099	8	76.5	116.6	19.8	0.043	215163	207071	pg174_o2nofp.cx10a_c8r32
212314	0	37	0.3	796.0	87.8	0.000	0.001	0.004	0.423	21055	20.4	0.099	8	76.5	116.6	19.0	0.041	213673	206271	pg175_o2nofp.cx10a_c8r32
210970	0	38	0.3	787.7	87.0	0.000	0.001	0.004	0.422	21159	20.4	0.100	8	76.5	116.6	19.8	0.070	213668	189279	pg176_o2nofp.cx10a_c8r32
213846	0	37	0.3	795.9	88.0	0.000	0.001	0.004	0.422	21190	20.5	0.099	8	76.5	116.6	0.2	0.046	215271	207478	pg177_o2nofp.cx10a_c8r32
198610	0	36	0.3	739.0	81.5	0.000	0.001	0.004	0.420	19690	19.9	0.099	8	76.5	116.6	19.1	0.030	199778	190375	pg178_o2nofp.cx10a_c8r32
211977	0	40	0.3	790.9	87.2	0.000	0.002	0.004	0.421	21046	20.2	0.099	8	76.5	116.6	18.7	0.045	213369	206172	pg179_o2nofp.cx10a_c8r32

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	
37.29	299.7	0.005	0.166	0.189	2.826	795.7	90092.3	33.31	3.464	0.488	112.9	0.125	8.611	0.000	0.000	0.334	5.679	44.01	2.442	0.517	15.58		pg170_o2nofp.cx10a_c8r32
34.70	278.6	0.022	0.386	0.116	2.816	784.4	88518.6	32.62	3.200	0.329	112.9	0.187	9.055	0.000	0.000	0.303	6.138	43.32	1.708	0.351	11.96		pg171_o2nofp.cx10a_c8r32
38.05	305.7	0.016	0.216	0.126	2.853	803.0	90910.4	33.21	3.368	0.342	112.9	0.178	9.368	0.000	0.000	0.203	5.519	44.48	1.722	0.364	12.34		pg172_o2nofp.cx10a_c8r32
36.31	291.5	0.007	0.119	0.121	2.784	803.5	90573.8	33.18	3.253	0.335	112.6	0.130	9.927	0.000	0.000	0.214	5.237	44.08	1.711	0.358	12.20		pg173_o2nofp.cx10a_c8r32
37.27	299.8	0.004	0.077	0.135	2.776	796.3	90129.8	33.16	3.349	0.335	112.9	0.170	11.26	0.000	0.000	0.188	7.223	44.06	1.694	0.360	12.19		pg174_o2nofp.cx10a_c8r32
36.66	294.7	0.012	0.184	0.122	2.852	796.3	89920.3	32.24	3.203	0.328	112.8	0.158	7.846	0.000	0.000	0.208	3.943	43.82	1.687	0.350	11.93		pg175_o2nofp.cx10a_c8r32
37.66	303.0	0.110	1.162	0.113	2.974	788.0	89090.5	32.58	3.318	0.326	112.6	0.150	5.218	0.000	0.000	0.176	5.224	43.52	1.684	0.348	12.01		pg176_o2nofp.cx10a_c8r32
37.36	300.5	0.029	0.321	0.105	2.832	796.2	90172.4	33.19	3.341	0.329	112.9	0.133	21.19	0.000	0.000	0.200	23.24	44.09	1.690	0.353	12.19		pg177_o2nofp.cx10a_c8r32
36.45	292.7	0.004	0.073	0.178	2.704	739.2	83495.4	30.02	3.131	0.512	113.0	0.137	16.70	0.000	0.000	0.207	11.86	40.97	1.968	0.497	12.51		pg178_o2nofp.cx10a_c8r32
40.28	323.5	0.059	0.756	0.092	2.872	791.2	89306.2	32.49	3.227	0.300	112.7	0.125	8.609	0.000	0.000	0.166	5.002	43.78	1.513	0.316	11.01		pg179_o2nofp.cx10a_c8r32

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
396040	0	1636	159.9	1227.0	148.0	0.004	0.413	0.003	0.383	1567	12.8	0.004	3	153.6	193.7	23.4	0.002	NA	NA	pg170_o2nofp.cx10a_c8r32
402820	0	1465	153.3	1240.5	150.8	0.004	0.390	0.003	0.383	1320	12.7	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg171_o2nofp.cx10a_c8r32
407125	0	1336	148.0	1255.6	152.6	0.003	0.372	0.003	0.384	1160	12.9	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg172_o2nofp.cx10a_c8r32
397417	0	1607	158.9	1221.7	148.1	0.004	0.409	0.003	0.382	1516	12.7	0.004	3	153.6	193.7	23.4	0.002	NA	NA	pg173_o2nofp.cx10a_c8r32
410046	0	1144	139.4	1257.5	153.4	0.003	0.348	0.003	0.383	922	12.9	0.002	3	153.6	193.7	23.4	0.002	NA	NA	pg174_o2nofp.cx10a_c8r32
406091	0	1307	146.4	1245.1	151.4	0.003	0.369	0.003	0.382	1136	12.8	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg175_o2nofp.cx10a_c8r32
411946	0	1123	139.1	1267.0	154.2	0.003	0.346	0.003	0.383	900	12.9	0.002	3	153.6	193.7	23.4	0.002	NA	NA	pg176_o2nofp.cx10a_c8r32
409626	0	1290	146.4	1260.7	153.2	0.003	0.366	0.003	0.383	1118	12.9	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg177_o2nofp.cx10a_c8r32
390244	0	1273	141.4	1205.9	146.2	0.003	0.371	0.003	0.384	1221	12.7	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg178_o2nofp.cx10a_c8r32
400601	0	1216	140.8	1229.2	149.8	0.003	0.360	0.003	0.383	1030	12.8	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg179_o2nofp.cx10a_c8r32

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	
1637.6	163801	0.000	0.000	0.095	96.97	1229.3	151808	23.32	1.069	0.254	124.1	1.068	26482.8	0.000	0.000	0.330	622.3	9.480	2.111	0.656	18.21		pg170_o2nofp.cx10a_c8r32
1465.7	156965	0.005	0.000	0.103	100.8	1243.3	154723	24.68	1.075	0.211	125.2	1.109	30787.9	0.000	0.000	0.316	725.5	9.898	2.218	0.543	18.22		pg171_o2nofp.cx10a_c8r32
1336.2	151573	0.002	0.000	0.112	103.6	1258.5	156614	25.86	1.094	0.218	125.2	1.132	22648.0	0.000	0.000	0.309	439.6	10.23	2.223	0.556	17.97		pg172_o2nofp.cx10a_c8r32
1607.8	162784	0.004	0.000	0.096	98.17	1224.5	151970	23.96	1.045	0.206	125.0	1.003	22016.6	0.000	0.000	0.297	534.6	9.618	2.174	0.534	18.42		pg173_o2nofp.cx10a_c8r32
1143.7	142756	0.000	0.000	0.106	107.7	1260.8	157517	26.65	1.077	0.211	125.8	1.119	31955.1	0.000	0.000	0.309	954.6	10.47	2.124	0.546	17.27		pg174_o2nofp.cx10a_c8r32
1307.1	149880	0.008	0.001	0.103	104.8	1247.5	155348	25.41	1.075	0.203	125.2	1.135	33006.2	0.000	0.000	0.304	611.0	10.13	2.091	0.525	17.61		pg175_o2nofp.cx10a_c8r32
1122.9	142458	0.009	0.001	0.104	108.8	1270.0	158265	27.07	1.099	0.213	125.4	1.067	23013.6	0.000	0.000	0.309	453.4	10.50	2.169	0.549	17.00		pg176_o2nofp.cx10a_c8r32
1290.8	149883	0.003	0.000	0.131	104.7	1263.1	157165	26.44	1.082	0.208	125.3	1.042	22852.2	0.000	0.000	0.316	446.6	10.35	2.045	0.541	17.66		pg177_o2nofp.cx10a_c8r32
1273.2	144840	0.000	0.000	0.112	104.4	1207.9	149995	25.13	1.105	0.240	124.8	1.118	35554.6	0.000	0.000	0.313	631.7	9.862	2.184	0.574	18.70		pg178_o2nofp.cx10a_c8r32
1215.7	144218	0.000	0.000	0.120	105.4	1231.4	153724	25.56	1.065	0.200	125.6	0.802	25810.2	0.000	0.000	0.285	5666.3	10.07	1.963	0.516	16.80		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r320.02599.8150.1600.058
pg171_o2nofp.cx10a_c8r320.03199.9330.0360.029
pg172_o2nofp.cx10a_c8r320.02899.8990.0740.032
pg173_o2nofp.cx10a_c8r320.02999.9100.0610.053
pg174_o2nofp.cx10a_c8r320.01599.9220.0620.056
pg175_o2nofp.cx10a_c8r320.01599.9130.0720.049
pg176_o2nofp.cx10a_c8r320.01999.9160.0650.048
pg177_o2nofp.cx10a_c8r320.02199.9310.0480.032
pg178_o2nofp.cx10a_c8r320.02499.9250.0510.038
pg179_o2nofp.cx10a_c8r320.01499.9560.0300.042

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
pg170_o2nofp.cx10a_c8r321.96017.14039.83141.0690.046
pg171_o2nofp.cx10a_c8r321.01117.31641.69239.9800.032
pg172_o2nofp.cx10a_c8r320.0031.17917.81140.86740.1400.034
pg173_o2nofp.cx10a_c8r321.24517.08140.77040.9040.032
pg174_o2nofp.cx10a_c8r321.65516.13442.04440.1680.034
pg175_o2nofp.cx10a_c8r321.50816.87141.33940.2820.032
pg176_o2nofp.cx10a_c8r320.0051.50517.64641.06039.7840.038
pg177_o2nofp.cx10a_c8r320.92117.34841.55840.1740.033
pg178_o2nofp.cx10a_c8r321.39416.87842.03439.6950.032
pg179_o2nofp.cx10a_c8r321.73117.09541.54639.6270.034

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
3509	0	5059	41.7	4343.1	78.1	1.442	12.157	1.238	22.785	11394	15.6	3.247	356	154.3	194.3	22.7	0.058	2699	1749	pg170_o2nofp.cx10a_c8r32
3549	0	5121	40.3	4225.7	72.5	1.443	11.640	1.191	20.921	11461	15.3	3.229	345	154.3	194.3	22.6	0.029	2700	1850	pg171_o2nofp.cx10a_c8r32
3578	0	5134	40.5	4222.4	72.5	1.435	11.578	1.180	20.745	11544	15.3	3.226	342	154.3	194.3	22.6	0.032	2749	1900	pg172_o2nofp.cx10a_c8r32
3575	0	5133	40.4	4221.3	72.3	1.436	11.585	1.181	20.725	11540	15.4	3.228	345	154.3	194.3	22.9	0.053	2750	1900	pg173_o2nofp.cx10a_c8r32
3546	0	5092	40.1	4207.5	72.5	1.436	11.587	1.187	20.930	11455	15.3	3.230	345	154.3	194.3	22.9	0.056	2650	1850	pg174_o2nofp.cx10a_c8r32
3578	0	5137	40.5	4229.3	72.5	1.436	11.586	1.182	20.742	11545	15.3	3.227	342	154.3	194.3	21.7	0.049	2749	1900	pg175_o2nofp.cx10a_c8r32
3568	0	5132	40.5	4783.4	82.4	1.438	11.610	1.341	23.639	11584	15.7	3.246	352	154.3	194.3	22.9	0.048	2750	1850	pg176_o2nofp.cx10a_c8r32
3537	0	5070	39.9	4179.0	72.1	1.433	11.566	1.182	20.874	11408	15.3	3.226	346	154.3	194.3	22.9	0.032	2699	1899	pg177_o2nofp.cx10a_c8r32
3575	0	5134	40.5	4250.0	73.3	1.436	11.589	1.189	21.004	11544	15.4	3.230	345	154.3	194.3	23.0	0.038	2700	1900	pg178_o2nofp.cx10a_c8r32
3597	0	5163	40.7	4234.3	72.9	1.435	11.581	1.177	20.765	11599	15.4	3.224	343	154.3	194.3	22.7	0.042	2748	1899	pg179_o2nofp.cx10a_c8r32

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	
5017.2	42326.6	0.000	0.000	0.045	8.607	4359.4	79970.3	21.10	1.024	0.157	36.85	0.009	29.21	0.000	0.000	0.017	36.66	40.59	1.726	0.848	32.25		pg170_o2nofp.cx10a_c8r32
5081.6	40999.9	0.000	0.000	0.043	8.072	4241.8	74273.5	19.79	0.768	0.144	37.52	0.021	0.161	0.000	0.000	0.080	0.518	37.36	1.722	0.870	31.30		pg171_o2nofp.cx10a_c8r32
5095.0	41109.6	0.000	0.000	0.043	8.073	4238.7	74243.0	16.67	0.959	0.148	38.83	0.006	0.112	0.000	0.000	0.014	0.324	37.75	1.726	0.815	31.67		pg172_o2nofp.cx10a_c8r32
5093.2	41093.7	0.000	0.000	0.043	8.072	4237.5	74102.7	18.06	1.077	0.149	38.86	0.030	0.184	0.000	0.000	0.108	0.631	37.82	1.717	0.812	31.59		pg173_o2nofp.cx10a_c8r32
5053.1	40774.7	0.000	0.000	0.043	8.074	4223.5	74235.7	19.27	0.718	0.143	36.77	0.024	0.182	0.000	0.000	0.096	0.625	37.54	1.700	0.884	31.49		pg174_o2nofp.cx10a_c8r32
5095.2	41112.6	0.000	0.000	0.043	8.073	4245.5	74210.5	13.85	0.737	0.147	38.53	0.009	0.130	0.000	0.000	0.036	0.468	37.66	1.689	0.828	31.47		pg175_o2nofp.cx10a_c8r32
5091.0	41093.9	0.000	0.000	0.043	8.076	4802.0	84400.2	26.58	0.783	0.134	32.15	0.013	0.258	0.000	0.000	0.031	1.040	40.73	1.702	0.901	32.78		pg176_o2nofp.cx10a_c8r32
5030.4	40588.1	0.000	0.000	0.043	8.072	4194.8	73837.9	19.41	0.739	0.139	37.02	0.024	0.352	0.000	0.000	0.112	1.339	37.30	1.682	0.856	31.15		pg177_o2nofp.cx10a_c8r32
5095.4	41115.1	0.000	0.000	0.043	8.073	4266.3	75108.7	19.76	0.729	0.148	36.38	0.018	0.166	0.000	0.000	0.072	0.486	37.94	1.797	0.940	32.05		pg178_o2nofp.cx10a_c8r32
5122.8	41335.5	0.000	0.000	0.042	8.073	4250.5	74705.4	14.31	0.594	0.127	38.06	0.033	0.206	0.000	0.000	0.152	0.796	37.77	1.566	0.786	31.02		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r3244.90954.9870.1030.013
pg171_o2nofp.cx10a_c8r3242.95556.9310.1140.012
pg172_o2nofp.cx10a_c8r3244.82855.0780.0940.011
pg173_o2nofp.cx10a_c8r3244.75155.1780.0710.013
pg174_o2nofp.cx10a_c8r3244.90555.0040.0910.014
pg175_o2nofp.cx10a_c8r3247.04252.8140.1450.014
pg176_o2nofp.cx10a_c8r3240.94858.9650.0860.012
pg177_o2nofp.cx10a_c8r3246.72953.1560.1140.012
pg178_o2nofp.cx10a_c8r3242.63957.2360.1240.0010.017
pg179_o2nofp.cx10a_c8r3244.55655.3550.0880.016

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
pg170_o2nofp.cx10a_c8r3299.9990.0010.080
pg171_o2nofp.cx10a_c8r3299.9990.0010.078
pg172_o2nofp.cx10a_c8r3299.9990.0010.079
pg173_o2nofp.cx10a_c8r3299.9990.0010.082
pg174_o2nofp.cx10a_c8r3299.9990.0010.081
pg175_o2nofp.cx10a_c8r3299.9990.0010.080
pg176_o2nofp.cx10a_c8r3299.9990.0010.082
pg177_o2nofp.cx10a_c8r3299.9990.0010.081
pg178_o2nofp.cx10a_c8r3299.9990.0010.080
pg179_o2nofp.cx10a_c8r3299.9990.0010.078

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
169	0	184	1.5	492.6	6.9	1.093	8.854	2.918	41.937	1097	12.8	6.501	6066	154.4	192.0	23.4	0.013	165	150	pg170_o2nofp.cx10a_c8r32
168	0	181	1.4	502.1	6.8	1.077	8.722	2.987	41.497	1092	12.8	6.496	6092	154.4	194.5	23.3	0.012	165	145	pg171_o2nofp.cx10a_c8r32
169	0	181	1.4	503.0	6.9	1.071	8.673	2.977	41.780	1092	12.7	6.462	6012	154.4	194.5	23.3	0.011	165	150	pg172_o2nofp.cx10a_c8r32
168	0	179	1.4	495.7	6.8	1.070	8.669	2.959	41.688	1081	12.8	6.452	6113	154.4	194.5	22.9	0.013	165	150	pg173_o2nofp.cx10a_c8r32
168	0	185	1.9	516.5	7.9	1.102	11.621	3.084	48.428	1092	12.8	6.521	6113	154.4	194.5	23.0	0.014	165	145	pg174_o2nofp.cx10a_c8r32
170	0	182	1.4	501.8	6.9	1.070	8.668	2.952	41.564	1096	12.7	6.450	5976	154.4	194.5	22.8	0.014	170	150	pg175_o2nofp.cx10a_c8r32
168	0	186	1.5	470.2	6.4	1.108	8.976	2.802	39.275	1101	12.7	6.559	6055	154.4	192.6	23.3	0.012	165	150	pg176_o2nofp.cx10a_c8r32
168	0	179	1.4	498.7	6.8	1.069	8.661	2.974	41.725	1085	12.8	6.472	6106	154.4	194.5	22.9	0.012	165	145	pg177_o2nofp.cx10a_c8r32
168	0	180	1.4	501.4	6.8	1.068	8.652	2.978	41.598	1090	12.8	6.472	6081	154.4	194.5	23.0	0.017	170	145	pg178_o2nofp.cx10a_c8r32
166	0	178	1.4	499.3	6.8	1.069	8.661	2.999	41.815	1078	12.7	6.477	6102	154.4	194.5	22.8	0.016	165	150	pg179_o2nofp.cx10a_c8r32

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	
184.5	1494.3	0.000	0.000	0.055	8.101	492.7	7077.7	4.026	1.413	0.089	19.08	0.028	434.9	0.000	0.000	0.006	25.30	5.839	1.719	0.049	2.679		pg170_o2nofp.cx10a_c8r32
181.0	1466.0	0.000	0.000	0.056	8.099	502.2	6977.7	6.297	1.777	0.083	17.36	0.008	0.119	0.000	0.000	0.033	0.370	6.209	1.716	0.052	2.883		pg171_o2nofp.cx10a_c8r32
180.9	1465.5	0.000	0.000	0.056	8.100	503.4	7065.1	6.128	1.772	0.083	17.66	0.002	0.136	0.000	0.000	0.003	0.345	6.228	1.706	0.051	2.819		pg172_o2nofp.cx10a_c8r32
179.2	1451.9	0.000	0.000	0.055	8.101	495.8	6985.2	5.327	1.858	0.083	18.18	0.001	0.108	0.000	0.000	0.003	0.275	5.728	1.699	0.048	2.633		pg173_o2nofp.cx10a_c8r32
184.6	1946.8	0.000	0.000	0.056	8.366	516.9	8117.0	6.140	1.823	0.086	20.45	0.001	0.095	0.000	0.000	0.003	0.332	6.361	1.702	0.057	2.946		pg174_o2nofp.cx10a_c8r32
181.9	1473.2	0.000	0.000	0.056	8.101	502.2	7069.5	4.239	1.126	0.088	18.34	0.002	0.136	0.000	0.000	0.004	0.281	6.245	1.684	0.053	2.849		pg175_o2nofp.cx10a_c8r32
185.9	1505.9	0.000	0.000	0.055	8.100	470.2	6589.1	4.769	1.666	0.091	20.30	0.023	338.8	0.000	0.000	0.003	12.95	5.822	1.684	0.046	2.697		pg176_o2nofp.cx10a_c8r32
179.3	1452.2	0.000	0.000	0.056	8.100	499.0	7000.6	6.042	1.699	0.080	17.72	0.001	0.093	0.000	0.000	0.005	0.316	6.201	1.675	0.050	2.820		pg177_o2nofp.cx10a_c8r32
179.9	1456.8	0.000	0.000	0.057	8.099	501.8	7009.0	6.112	1.752	0.083	17.49	0.002	0.100	0.000	0.000	0.004	0.256	6.193	1.780	0.052	2.883		pg178_o2nofp.cx10a_c8r32
178.0	1441.9	0.000	0.000	0.056	8.101	499.4	6964.1	4.325	1.120	0.078	17.39	0.006	0.107	0.000	0.000	0.021	0.400	6.202	1.583	0.049	2.812		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r3299.9910.009nonzerononzero0.010
pg171_o2nofp.cx10a_c8r3299.9910.008nonzerononzero0.010
pg172_o2nofp.cx10a_c8r3299.9920.008nonzerononzero0.006
pg173_o2nofp.cx10a_c8r3299.9910.009nonzerononzero0.010
pg174_o2nofp.cx10a_c8r3299.9870.0110.001nonzero0.010
pg175_o2nofp.cx10a_c8r3299.9930.007nonzerononzero0.010
pg176_o2nofp.cx10a_c8r3299.9920.008nonzerononzero0.010
pg177_o2nofp.cx10a_c8r3299.9870.0120.001nonzero0.010
pg178_o2nofp.cx10a_c8r3299.9910.009nonzerononzero0.010
pg179_o2nofp.cx10a_c8r3299.9920.008nonzerononzero0.009

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
pg170_o2nofp.cx10a_c8r3299.8610.1390.022
pg171_o2nofp.cx10a_c8r3299.9720.0280.023
pg172_o2nofp.cx10a_c8r3299.9720.0280.024
pg173_o2nofp.cx10a_c8r3299.9440.0560.023
pg174_o2nofp.cx10a_c8r3299.4720.5280.030
pg175_o2nofp.cx10a_c8r320.02899.9170.0560.023
pg176_o2nofp.cx10a_c8r3299.9720.0280.024
pg177_o2nofp.cx10a_c8r3299.4440.5560.032
pg178_o2nofp.cx10a_c8r3299.9720.0280.024
pg179_o2nofp.cx10a_c8r3211.50088.4720.0280.020

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
pg170_o2nofp.cx10a_c8r3257.86142.1390.003
pg171_o2nofp.cx10a_c8r320.02859.58340.3890.003
pg172_o2nofp.cx10a_c8r3258.22241.7780.003
pg173_o2nofp.cx10a_c8r3259.47240.5280.004
pg174_o2nofp.cx10a_c8r3259.69440.3060.003
pg175_o2nofp.cx10a_c8r3259.52840.4720.003
pg176_o2nofp.cx10a_c8r320.02859.58340.3890.003
pg177_o2nofp.cx10a_c8r3257.00043.0000.002
pg178_o2nofp.cx10a_c8r320.05660.66739.2780.002
pg179_o2nofp.cx10a_c8r320.02859.30640.6670.003

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
100	25516	112	0.9	66.7	1.9	0.004	0.036	0.668	19.453	97637	8.9	3.826	28	154.4	189.7	23.4	0.010	25387	24952	pg170_o2nofp.cx10a_c8r32
100	25342	113	0.9	66.9	1.9	0.004	0.037	0.670	19.484	96975	8.7	3.827	27	154.4	192.3	23.4	0.010	25325	25061	pg171_o2nofp.cx10a_c8r32
100	25707	112	0.9	66.6	1.9	0.004	0.036	0.667	19.434	98312	8.6	3.824	27	154.4	193.2	23.4	0.006	25740	25403	pg172_o2nofp.cx10a_c8r32
100	25423	112	0.9	66.8	1.9	0.004	0.037	0.669	19.468	97283	8.6	3.827	27	154.4	192.0	23.4	0.010	25467	25132	pg173_o2nofp.cx10a_c8r32
100	25381	113	0.9	67.0	1.9	0.004	0.036	0.671	19.496	97124	8.6	3.827	27	154.4	192.9	23.4	0.010	25468	24797	pg174_o2nofp.cx10a_c8r32
100	25596	113	0.9	67.2	1.9	0.004	0.036	0.673	19.471	97890	8.7	3.824	27	154.4	192.0	23.4	0.010	25501	25220	pg175_o2nofp.cx10a_c8r32
100	25630	112	0.9	67.1	1.9	0.004	0.037	0.673	19.502	98074	8.7	3.827	27	154.4	189.8	23.3	0.010	25643	25195	pg176_o2nofp.cx10a_c8r32
100	25268	113	0.9	66.7	1.9	0.004	0.037	0.669	19.469	96690	8.7	3.827	28	154.4	193.7	23.3	0.010	25227	24829	pg177_o2nofp.cx10a_c8r32
100	25406	112	0.9	66.6	1.9	0.004	0.037	0.666	19.429	97166	8.6	3.824	27	154.5	192.1	23.4	0.010	25403	25032	pg178_o2nofp.cx10a_c8r32
100	25204	113	0.9	67.5	1.9	0.004	0.037	0.677	19.522	96444	8.6	3.827	27	154.4	192.8	23.4	0.009	25132	24829	pg179_o2nofp.cx10a_c8r32

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	
109.1	889.8	0.000	0.000	0.080	8.153	66.81	1942.2	1.672	5.335	0.890	60.39	0.001	0.002	0.000	0.000	0.000	0.011	2.675	1.980	0.085	1.979		pg170_o2nofp.cx10a_c8r32
109.3	898.8	0.000	0.000	0.080	8.220	67.02	1945.4	2.066	6.280	0.908	60.54	0.001	0.002	0.000	0.000	0.000	0.011	2.631	2.147	0.086	1.995		pg171_o2nofp.cx10a_c8r32
108.9	888.0	0.000	0.000	0.080	8.157	66.77	1942.2	1.969	5.970	0.883	60.71	0.001	0.002	0.000	0.000	0.003	0.011	2.698	2.037	0.084	1.978		pg172_o2nofp.cx10a_c8r32
108.9	888.9	0.000	0.000	0.080	8.160	66.92	1943.6	2.047	6.249	0.900	60.80	0.001	0.002	0.000	0.000	0.006	0.011	2.611	2.227	0.085	1.996		pg173_o2nofp.cx10a_c8r32
109.6	887.0	0.000	0.000	0.080	8.091	67.11	1946.5	1.953	5.925	0.864	60.47	0.001	0.002	0.000	0.000	0.000	0.011	2.781	1.999	0.080	2.009		pg174_o2nofp.cx10a_c8r32
109.2	893.8	0.000	0.000	0.081	8.184	67.32	1945.9	1.502	4.983	0.904	60.18	0.001	0.002	0.000	0.000	0.000	0.011	2.646	2.053	0.086	1.963		pg175_o2nofp.cx10a_c8r32
109.1	906.5	0.000	0.000	0.080	8.309	67.27	1947.1	1.963	5.937	0.891	60.72	0.001	0.002	0.000	0.000	0.000	0.011	2.606	1.982	0.085	1.947		pg176_o2nofp.cx10a_c8r32
109.5	895.5	0.000	0.000	0.081	8.180	66.86	1943.8	1.986	6.081	0.933	60.57	0.001	0.002	0.000	0.000	0.000	0.011	2.638	2.178	0.085	2.027		pg177_o2nofp.cx10a_c8r32
109.0	903.5	0.000	0.000	0.080	8.284	66.70	1941.7	2.007	6.165	0.890	61.07	0.001	0.002	0.000	0.000	0.003	0.011	2.620	2.126	0.085	1.976		pg178_o2nofp.cx10a_c8r32
109.5	897.5	0.000	0.000	0.057	8.192	67.67	1949.2	1.521	4.898	0.853	60.06	0.001	0.002	0.000	0.000	0.003	0.011	2.617	1.738	0.083	1.695		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r32nonzero43.83356.1040.0600.0030.018
pg171_o2nofp.cx10a_c8r32nonzero43.12356.8410.0350.014
pg172_o2nofp.cx10a_c8r320.00143.14456.8160.040nonzero0.020
pg173_o2nofp.cx10a_c8r32nonzero42.50357.4570.0400.013
pg174_o2nofp.cx10a_c8r32nonzero42.71257.2510.0360.015
pg175_o2nofp.cx10a_c8r32nonzero44.34655.6180.036nonzero0.019
pg176_o2nofp.cx10a_c8r32nonzero44.99454.9730.033nonzero0.017
pg177_o2nofp.cx10a_c8r32nonzero43.88656.0740.040nonzero0.018
pg178_o2nofp.cx10a_c8r32nonzero44.02955.9270.0440.014
pg179_o2nofp.cx10a_c8r320.00294.9495.0390.0100.012

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
pg170_o2nofp.cx10a_c8r3299.8330.1670.019
pg171_o2nofp.cx10a_c8r32100.0000.015
pg172_o2nofp.cx10a_c8r3299.9440.0560.017
pg173_o2nofp.cx10a_c8r3299.9440.0560.022
pg174_o2nofp.cx10a_c8r32100.0000.014
pg175_o2nofp.cx10a_c8r3299.9170.0830.021
pg176_o2nofp.cx10a_c8r32100.0000.015
pg177_o2nofp.cx10a_c8r3299.9440.0560.020
pg178_o2nofp.cx10a_c8r3299.9170.0830.021
pg179_o2nofp.cx10a_c8r32100.0000.012

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
pg170_o2nofp.cx10a_c8r324.25095.5560.1940.010
pg171_o2nofp.cx10a_c8r324.80695.1670.0280.007
pg172_o2nofp.cx10a_c8r326.08393.8890.0280.007
pg173_o2nofp.cx10a_c8r325.38994.5830.0280.007
pg174_o2nofp.cx10a_c8r324.61195.3610.0280.008
pg175_o2nofp.cx10a_c8r324.61195.3610.0280.007
pg176_o2nofp.cx10a_c8r325.63994.3330.0280.007
pg177_o2nofp.cx10a_c8r324.77895.1940.0280.007
pg178_o2nofp.cx10a_c8r326.33393.6390.0280.007
pg179_o2nofp.cx10a_c8r325.77894.1940.0280.007

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
100	938	11798	92.3	355.1	4.1	12.572	100.665	3.558	42.353	26250	2.8	27.973	239	154.5	189.7	23.4	0.018	976	576	pg170_o2nofp.cx10a_c8r32
100	941	11820	92.4	354.9	4.1	12.561	100.551	3.553	42.339	26301	2.8	27.950	238	154.5	192.3	23.4	0.014	976	576	pg171_o2nofp.cx10a_c8r32
100	941	11818	92.4	354.7	4.1	12.560	100.558	3.550	42.321	26297	2.7	27.949	230	154.5	193.2	23.4	0.020	976	576	pg172_o2nofp.cx10a_c8r32
100	938	11799	92.2	354.5	4.1	12.573	100.647	3.553	42.370	26252	2.7	27.975	230	154.5	192.0	23.4	0.013	976	576	pg173_o2nofp.cx10a_c8r32
100	939	11808	92.3	354.8	4.1	12.572	100.651	3.555	42.363	26274	2.9	27.972	247	154.5	193.0	23.4	0.015	976	576	pg174_o2nofp.cx10a_c8r32
100	945	11866	92.8	354.6	4.1	12.560	100.551	3.550	42.243	26408	2.5	27.953	212	154.5	192.0	23.4	0.019	992	592	pg175_o2nofp.cx10a_c8r32
100	947	11940	93.4	354.7	4.1	12.606	100.939	3.554	42.346	26554	2.8	28.037	236	154.5	189.8	23.3	0.017	992	576	pg176_o2nofp.cx10a_c8r32
100	943	11848	92.6	354.9	4.1	12.562	100.573	3.553	42.335	26364	2.6	27.951	221	154.5	193.7	23.3	0.018	976	576	pg177_o2nofp.cx10a_c8r32
100	943	11852	92.7	355.1	4.1	12.563	100.580	3.555	42.350	26372	2.8	27.954	237	154.5	192.1	23.4	0.014	976	576	pg178_o2nofp.cx10a_c8r32
100	1301	16100	125.9	358.8	4.2	12.379	99.096	3.596	42.606	35845	3.3	27.561	203	154.5	192.8	23.4	0.012	1328	800	pg179_o2nofp.cx10a_c8r32

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	
11799.2	94477.3	0.000	0.000	0.060	8.007	354.3	4220.5	3.124	1.361	0.080	14.34	0.001	0.002	0.000	0.000	0.003	0.011	3.615	1.912	0.774	79.11		pg170_o2nofp.cx10a_c8r32
11821.7	94632.7	0.000	0.000	0.060	8.005	354.1	4223.4	4.404	1.892	0.067	14.37	0.001	0.002	0.000	0.000	0.003	0.011	3.605	1.885	0.775	78.61		pg171_o2nofp.cx10a_c8r32
11820.0	94629.4	0.000	0.000	0.060	8.006	353.9	4222.2	4.262	1.842	0.071	14.35	0.001	0.002	0.000	0.000	0.003	0.011	3.587	1.878	0.775	79.14		pg172_o2nofp.cx10a_c8r32
11800.2	94459.2	0.000	0.000	0.060	8.005	353.7	4222.0	4.575	1.983	0.068	14.39	0.001	0.002	0.000	0.000	0.000	0.011	3.595	1.863	0.775	79.39		pg173_o2nofp.cx10a_c8r32
11810.0	94554.0	0.000	0.000	0.060	8.006	353.9	4221.3	3.947	1.709	0.070	14.32	0.001	0.002	0.000	0.000	0.003	0.011	3.594	1.883	0.772	78.63		pg174_o2nofp.cx10a_c8r32
11867.6	95004.6	0.000	0.000	0.060	8.005	353.8	4213.7	2.514	1.081	0.071	14.30	0.001	0.002	0.000	0.000	0.003	0.011	3.586	1.870	0.776	79.86		pg175_o2nofp.cx10a_c8r32
11941.2	95612.2	0.000	0.000	0.060	8.008	353.8	4219.8	4.080	1.759	0.068	14.27	0.001	0.002	0.000	0.000	0.003	0.011	3.598	1.856	0.775	78.47		pg176_o2nofp.cx10a_c8r32
11850.2	94873.6	0.000	0.000	0.060	8.006	354.1	4223.1	4.043	1.759	0.070	14.34	0.001	9.130	0.000	0.000	0.006	45.65	3.612	1.893	0.777	79.80		pg177_o2nofp.cx10a_c8r32
11853.6	94901.4	0.000	0.000	0.060	8.007	354.4	4224.8	4.139	1.800	0.079	14.31	0.001	0.002	0.000	0.000	0.000	0.011	3.590	1.995	0.777	78.99		pg178_o2nofp.cx10a_c8r32
16101.7	128899	0.000	0.000	0.040	8.005	357.6	4242.8	2.619	1.053	0.060	13.84	0.001	0.007	0.000	0.000	0.006	0.033	3.712	1.750	0.689	73.98		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r3299.9850.014nonzerononzerononzero0.022
pg171_o2nofp.cx10a_c8r3299.9860.0140.001nonzerononzero0.020
pg172_o2nofp.cx10a_c8r3299.9860.0140.001nonzerononzero0.018
pg173_o2nofp.cx10a_c8r3299.9850.0150.001nonzerononzero0.024
pg174_o2nofp.cx10a_c8r3299.9860.0140.001nonzero0.005
pg175_o2nofp.cx10a_c8r3299.9870.013nonzerononzerononzero0.022
pg176_o2nofp.cx10a_c8r3299.9850.014nonzerononzerononzero0.024
pg177_o2nofp.cx10a_c8r3299.9860.014nonzerononzerononzero0.023
pg178_o2nofp.cx10a_c8r3299.9850.0140.001nonzerononzero0.023
pg179_o2nofp.cx10a_c8r3299.9860.0130.001nonzerononzero0.022

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
pg170_o2nofp.cx10a_c8r3299.6500.3500.027
pg171_o2nofp.cx10a_c8r3299.8390.1610.023
pg172_o2nofp.cx10a_c8r3299.8720.1280.021
pg173_o2nofp.cx10a_c8r3299.8440.1560.052
pg174_o2nofp.cx10a_c8r3299.8330.1670.021
pg175_o2nofp.cx10a_c8r3299.8440.1560.024
pg176_o2nofp.cx10a_c8r3299.8940.1060.023
pg177_o2nofp.cx10a_c8r3299.8330.1670.028
pg178_o2nofp.cx10a_c8r3299.8440.1560.024
pg179_o2nofp.cx10a_c8r3299.9610.0390.018

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
pg170_o2nofp.cx10a_c8r3252.98347.0110.0060.017
pg171_o2nofp.cx10a_c8r3250.70649.2940.012
pg172_o2nofp.cx10a_c8r3252.77847.2220.012
pg173_o2nofp.cx10a_c8r3252.32247.6780.012
pg174_o2nofp.cx10a_c8r3252.66147.3390.013
pg175_o2nofp.cx10a_c8r3253.68946.3110.012
pg176_o2nofp.cx10a_c8r3251.26148.7390.013
pg177_o2nofp.cx10a_c8r3253.08346.9170.013
pg178_o2nofp.cx10a_c8r3252.45647.5440.012
pg179_o2nofp.cx10a_c8r3250.66749.3330.012

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
500	23940	874	6.9	341.8	9.3	0.037	0.297	0.684	19.058	93170	10.0	3.892	33	154.5	189.8	23.4	0.022	24024	22732	pg170_o2nofp.cx10a_c8r32
500	23525	875	6.9	343.2	9.3	0.037	0.303	0.687	19.090	91591	10.0	3.893	34	154.5	190.4	23.4	0.020	23578	22455	pg171_o2nofp.cx10a_c8r32
500	23741	875	6.9	342.2	9.3	0.037	0.299	0.685	19.067	92413	9.8	3.893	33	154.5	190.7	23.4	0.018	23756	22428	pg172_o2nofp.cx10a_c8r32
499	23899	875	7.0	342.8	9.3	0.037	0.298	0.686	19.097	93064	9.8	3.894	33	154.5	190.2	23.4	0.024	23960	22796	pg173_o2nofp.cx10a_c8r32
499	23910	875	6.9	343.5	9.3	0.037	0.297	0.688	19.113	93108	9.8	3.894	33	154.5	190.5	23.4	0.005	23916	22729	pg174_o2nofp.cx10a_c8r32
500	23782	875	6.9	344.2	9.3	0.037	0.299	0.689	19.098	92571	9.8	3.892	33	154.5	190.1	23.4	0.022	23890	22726	pg175_o2nofp.cx10a_c8r32
499	23866	875	7.0	343.2	9.3	0.037	0.298	0.687	19.096	92941	9.9	3.894	33	154.5	189.9	23.3	0.024	23933	22809	pg176_o2nofp.cx10a_c8r32
500	23820	874	6.9	341.9	9.3	0.037	0.299	0.684	19.060	92720	9.9	3.893	33	154.5	191.3	23.3	0.023	23900	22715	pg177_o2nofp.cx10a_c8r32
499	23996	875	6.9	341.1	9.3	0.036	0.297	0.683	19.062	93438	9.8	3.894	33	154.5	190.3	23.4	0.023	24013	22900	pg178_o2nofp.cx10a_c8r32
499	23672	878	7.0	342.4	9.3	0.037	0.302	0.686	19.081	92209	9.9	3.895	33	154.5	190.5	23.4	0.022	23772	22698	pg179_o2nofp.cx10a_c8r32

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	
865.0	7011.4	0.000	0.000	0.070	8.108	342.3	9525.5	2.867	2.265	0.282	65.14	0.004	0.120	0.000	0.000	0.006	0.119	7.521	1.710	0.114	7.239		pg170_o2nofp.cx10a_c8r32
865.8	7013.9	0.000	0.000	0.070	8.101	343.7	9541.5	4.066	2.793	0.283	65.05	0.077	1141.1	0.000	0.000	0.008	41.97	7.449	1.770	0.112	7.314		pg171_o2nofp.cx10a_c8r32
866.1	7016.3	0.000	0.000	0.070	8.102	342.8	9530.5	3.941	2.811	0.280	65.25	0.098	1469.7	0.000	0.000	0.011	84.15	7.461	1.737	0.113	7.289		pg172_o2nofp.cx10a_c8r32
865.9	7014.1	0.000	0.000	0.070	8.102	343.3	9538.9	4.244	2.942	0.281	65.09	0.076	1095.4	0.000	0.000	0.008	40.59	7.473	1.738	0.112	7.249		pg173_o2nofp.cx10a_c8r32
866.4	7024.9	0.000	0.000	0.070	8.108	344.0	9548.1	3.862	2.635	0.275	64.97	0.098	1460.5	0.000	0.000	0.007	42.04	7.467	1.678	0.113	7.278		pg174_o2nofp.cx10a_c8r32
865.7	7013.1	0.000	0.000	0.070	8.102	344.8	9546.3	2.783	2.023	0.273	64.64	0.076	1150.2	0.000	0.000	0.014	42.94	7.419	1.663	0.113	7.225		pg175_o2nofp.cx10a_c8r32
865.4	7013.0	0.000	0.000	0.070	8.104	343.8	9539.3	3.442	2.531	0.268	65.06	0.004	0.120	0.000	0.000	0.006	0.119	7.533	1.674	0.112	7.207		pg176_o2nofp.cx10a_c8r32
865.3	7008.9	0.000	0.000	0.070	8.101	342.4	9526.1	3.911	2.727	0.272	65.25	0.099	1460.5	0.000	0.000	0.013	79.81	7.417	1.667	0.113	7.263		pg177_o2nofp.cx10a_c8r32
865.7	7013.0	0.000	0.000	0.070	8.102	341.7	9522.3	3.748	2.547	0.291	65.76	0.075	1104.6	0.000	0.000	0.005	41.86	7.463	1.831	0.117	7.351		pg178_o2nofp.cx10a_c8r32
867.3	7025.9	0.000	0.000	0.051	8.102	342.9	9531.5	2.881	1.964	0.277	66.23	0.097	1424.0	0.000	0.000	0.005	40.93	7.478	1.610	0.094	5.528		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r32nonzero35.31264.5770.111nonzero0.017
pg171_o2nofp.cx10a_c8r32nonzero34.11565.7640.1210.016
pg172_o2nofp.cx10a_c8r32nonzero33.88566.0110.1040.015
pg173_o2nofp.cx10a_c8r3233.88466.0160.1000.014
pg174_o2nofp.cx10a_c8r32nonzero34.36665.5330.100nonzero0.018
pg175_o2nofp.cx10a_c8r3235.24964.6510.100nonzero0.022
pg176_o2nofp.cx10a_c8r32nonzero36.17163.7370.0920.014
pg177_o2nofp.cx10a_c8r32nonzero34.47265.4250.103nonzero0.021
pg178_o2nofp.cx10a_c8r32nonzero34.97064.8990.1310.014
pg179_o2nofp.cx10a_c8r320.00194.4875.4890.023nonzero0.018

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
pg170_o2nofp.cx10a_c8r3299.7830.2170.026
pg171_o2nofp.cx10a_c8r3299.8330.1670.025
pg172_o2nofp.cx10a_c8r3299.8670.1330.026
pg173_o2nofp.cx10a_c8r3299.9610.0390.024
pg174_o2nofp.cx10a_c8r3299.8330.1670.023
pg175_o2nofp.cx10a_c8r3299.8220.1780.024
pg176_o2nofp.cx10a_c8r3299.8890.1110.025
pg177_o2nofp.cx10a_c8r3299.8330.1670.026
pg178_o2nofp.cx10a_c8r3299.7560.2440.048
pg179_o2nofp.cx10a_c8r3299.9720.0280.025

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
pg170_o2nofp.cx10a_c8r3298.9671.0330.034
pg171_o2nofp.cx10a_c8r3299.0220.9780.033
pg172_o2nofp.cx10a_c8r3299.0440.9560.035
pg173_o2nofp.cx10a_c8r3299.1670.8330.035
pg174_o2nofp.cx10a_c8r3299.3440.6560.035
pg175_o2nofp.cx10a_c8r3299.0060.9940.035
pg176_o2nofp.cx10a_c8r3299.2890.7110.035
pg177_o2nofp.cx10a_c8r3298.9831.0170.035
pg178_o2nofp.cx10a_c8r3299.2280.7720.034
pg179_o2nofp.cx10a_c8r3298.5061.4940.033

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
500	902	12326	100.2	1599.1	18.6	13.663	113.753	3.200	38.183	27166	4.8	30.111	426	154.6	188.2	23.4	0.017	928	656	pg170_o2nofp.cx10a_c8r32
500	897	12266	96.0	1598.6	18.6	13.671	109.539	3.199	38.185	27126	4.8	30.234	428	154.6	188.6	23.4	0.016	928	656	pg171_o2nofp.cx10a_c8r32
500	898	12268	96.0	1599.6	18.6	13.669	109.510	3.201	38.197	27133	4.9	30.232	437	154.6	188.8	23.4	0.015	928	656	pg172_o2nofp.cx10a_c8r32
499	897	12266	96.0	1598.7	18.6	13.677	109.609	3.201	38.208	27125	4.8	30.247	428	154.6	188.5	23.4	0.014	928	656	pg173_o2nofp.cx10a_c8r32
500	899	12287	96.1	1598.8	18.6	13.666	109.467	3.199	38.174	27172	4.8	30.222	427	154.6	188.4	23.4	0.018	928	656	pg174_o2nofp.cx10a_c8r32
499	902	12322	96.4	1597.7	18.6	13.667	109.511	3.199	38.176	27253	4.8	30.227	426	154.6	188.4	23.4	0.022	928	656	pg175_o2nofp.cx10a_c8r32
500	906	12408	97.1	1599.2	18.6	13.689	109.645	3.200	38.195	27435	4.8	30.268	424	154.6	188.2	23.3	0.014	928	656	pg176_o2nofp.cx10a_c8r32
500	900	12290	96.2	1599.1	18.6	13.663	109.464	3.200	38.198	27184	4.8	30.221	427	154.6	188.8	23.3	0.021	928	656	pg177_o2nofp.cx10a_c8r32
499	899	12298	96.2	1600.0	18.6	13.675	109.566	3.204	38.232	27199	4.8	30.244	427	154.6	188.6	23.4	0.014	928	656	pg178_o2nofp.cx10a_c8r32
500	1265	16654	130.3	1625.6	18.9	13.165	105.449	3.253	38.636	36903	5.3	29.172	335	154.6	188.7	23.4	0.018	1295	960	pg179_o2nofp.cx10a_c8r32

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	
12330.3	102671	0.000	0.000	0.061	8.324	1590.4	19012.0	4.898	0.403	0.060	13.34	0.062	967.5	0.000	0.000	0.004	43.99	9.927	1.769	0.895	80.22		pg170_o2nofp.cx10a_c8r32
12269.8	98310.8	0.000	0.000	0.061	8.012	1589.8	19011.6	6.337	0.520	0.060	13.35	0.072	1077.1	0.000	0.000	0.005	87.36	9.936	1.808	0.891	79.41		pg171_o2nofp.cx10a_c8r32
12272.3	98317.9	0.000	0.000	0.061	8.011	1590.8	19018.4	6.116	0.506	0.051	13.34	0.076	1195.7	0.000	0.000	0.005	43.97	9.925	1.766	0.878	79.51		pg172_o2nofp.cx10a_c8r32
12270.0	98330.7	0.000	0.000	0.061	8.014	1589.8	19011.0	6.502	0.524	0.056	13.35	0.066	1058.8	0.000	0.000	0.001	90.51	9.922	1.768	0.886	79.77		pg173_o2nofp.cx10a_c8r32
12290.8	98453.1	0.000	0.000	0.061	8.010	1590.0	19006.5	5.895	0.475	0.054	13.34	0.084	1314.4	0.000	0.000	0.008	133.9	9.903	1.752	0.885	79.80		pg174_o2nofp.cx10a_c8r32
12326.3	98768.1	0.000	0.000	0.061	8.012	1589.0	18996.9	4.295	0.351	0.054	13.34	0.069	1049.7	0.000	0.000	0.005	42.68	9.950	1.727	0.882	79.34		pg175_o2nofp.cx10a_c8r32
12412.1	99417.0	0.000	0.000	0.060	8.010	1590.6	19018.8	6.072	0.493	0.055	13.35	0.069	1022.3	0.000	0.000	0.004	41.57	9.934	1.722	0.883	80.23		pg176_o2nofp.cx10a_c8r32
12294.0	98495.2	0.000	0.000	0.061	8.011	1590.4	19018.2	6.179	0.509	0.057	13.35	0.099	1496.9	0.000	0.000	0.004	65.58	9.918	1.735	0.890	79.41		pg177_o2nofp.cx10a_c8r32
12302.6	98567.5	0.000	0.000	0.061	8.012	1591.1	19023.3	6.052	0.504	0.057	13.35	0.067	1058.8	0.000	0.000	0.008	89.75	9.902	1.879	0.891	79.48		pg178_o2nofp.cx10a_c8r32
16656.9	133419	0.000	0.000	0.040	8.010	1612.0	19199.4	4.549	0.348	0.055	13.39	0.075	1086.2	0.000	0.000	0.002	63.63	9.768	1.659	0.796	74.78		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r3299.9600.0380.002nonzerononzerononzero0.078
pg171_o2nofp.cx10a_c8r3299.9650.0330.003nonzerononzerononzero0.076
pg172_o2nofp.cx10a_c8r3299.9640.0340.002nonzerononzerononzero0.070
pg173_o2nofp.cx10a_c8r3299.9590.0380.002nonzerononzerononzero0.068
pg174_o2nofp.cx10a_c8r3299.9620.0360.002nonzerononzerononzero0.078
pg175_o2nofp.cx10a_c8r3299.9660.0310.002nonzerononzerononzero0.088
pg176_o2nofp.cx10a_c8r3299.9630.0340.002nonzerononzerononzero0.085
pg177_o2nofp.cx10a_c8r3299.9600.0380.002nonzerononzerononzero0.087
pg178_o2nofp.cx10a_c8r3299.9600.0370.002nonzerononzerononzero0.076
pg179_o2nofp.cx10a_c8r3299.9720.0260.002nonzerononzerononzero0.092

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
pg170_o2nofp.cx10a_c8r320.00399.9310.0670.024
pg171_o2nofp.cx10a_c8r320.00699.9670.0280.020
pg172_o2nofp.cx10a_c8r3299.9080.0920.057
pg173_o2nofp.cx10a_c8r320.01499.9500.0360.022
pg174_o2nofp.cx10a_c8r3299.9670.0330.021
pg175_o2nofp.cx10a_c8r320.00699.9530.0420.057
pg176_o2nofp.cx10a_c8r3299.9220.0780.025
pg177_o2nofp.cx10a_c8r3299.9670.0330.021
pg178_o2nofp.cx10a_c8r320.00699.8750.1170.0030.067
pg179_o2nofp.cx10a_c8r320.39499.5810.0250.021

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
pg170_o2nofp.cx10a_c8r3210.46989.5310.052
pg171_o2nofp.cx10a_c8r3210.06789.9330.049
pg172_o2nofp.cx10a_c8r3212.24287.7580.051
pg173_o2nofp.cx10a_c8r3210.19489.8060.051
pg174_o2nofp.cx10a_c8r329.39790.6030.052
pg175_o2nofp.cx10a_c8r3212.34487.6560.050
pg176_o2nofp.cx10a_c8r3211.41988.5810.052
pg177_o2nofp.cx10a_c8r3211.31988.6810.052
pg178_o2nofp.cx10a_c8r3212.15387.8470.051
pg179_o2nofp.cx10a_c8r3211.95088.0500.049

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
999	19334	1508	12.3	924.8	19.0	0.078	0.653	0.925	19.495	77045	16.2	3.985	67	154.8	187.4	23.4	0.078	19292	17709	pg170_o2nofp.cx10a_c8r32
999	19301	1504	12.0	924.7	19.0	0.078	0.637	0.925	19.504	76914	16.1	3.985	67	154.8	187.8	23.4	0.076	19340	17705	pg171_o2nofp.cx10a_c8r32
999	19171	1506	12.2	923.7	19.0	0.079	0.654	0.925	19.503	76499	16.4	3.990	68	154.8	187.9	23.4	0.070	19207	17566	pg172_o2nofp.cx10a_c8r32
999	19526	1505	12.0	926.2	19.0	0.077	0.630	0.927	19.530	77820	16.0	3.985	66	154.8	187.6	23.4	0.068	19562	17982	pg173_o2nofp.cx10a_c8r32
999	19015	1503	12.0	922.6	19.0	0.079	0.647	0.923	19.481	75826	16.2	3.988	68	154.8	187.5	23.4	0.078	19021	17469	pg174_o2nofp.cx10a_c8r32
999	19108	1503	12.0	924.1	19.0	0.079	0.644	0.925	19.502	76224	16.1	3.989	67	154.8	187.6	23.4	0.088	19101	17485	pg175_o2nofp.cx10a_c8r32
999	19156	1504	12.0	924.0	19.0	0.079	0.642	0.925	19.498	76366	16.1	3.987	67	154.8	187.4	23.3	0.085	19175	17597	pg176_o2nofp.cx10a_c8r32
999	19111	1504	12.0	925.6	19.0	0.079	0.644	0.926	19.508	76195	16.1	3.987	67	154.8	188.0	23.3	0.087	19116	17437	pg177_o2nofp.cx10a_c8r32
999	19138	1504	12.0	925.8	19.0	0.079	0.643	0.927	19.521	76336	16.2	3.989	68	154.8	187.7	23.4	0.076	19165	17414	pg178_o2nofp.cx10a_c8r32
999	19186	1510	12.1	913.9	18.9	0.079	0.644	0.914	19.413	76494	16.1	3.987	67	154.8	187.8	23.4	0.092	19197	17613	pg179_o2nofp.cx10a_c8r32

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	
1496.1	12428.6	0.000	0.000	0.060	8.310	925.6	19476.0	5.554	0.920	0.155	34.81	0.040	575.2	0.000	0.000	0.005	41.09	13.47	1.742	0.216	11.62		pg170_o2nofp.cx10a_c8r32
1492.4	12114.5	0.000	0.000	0.060	8.121	925.0	19478.0	6.932	1.191	0.147	34.36	0.045	602.5	0.000	0.000	0.006	38.15	13.49	1.724	0.210	11.58		pg171_o2nofp.cx10a_c8r32
1495.3	12354.1	0.000	0.000	0.060	8.274	924.2	19469.5	6.833	1.151	0.147	33.82	0.042	611.7	0.000	0.000	0.005	41.34	13.52	1.723	0.213	11.69		pg172_o2nofp.cx10a_c8r32
1493.4	12121.9	0.000	0.000	0.060	8.121	926.6	19493.0	7.188	1.239	0.146	34.23	0.039	584.3	0.000	0.000	0.003	42.35	13.47	1.717	0.208	11.57		pg173_o2nofp.cx10a_c8r32
1492.6	12114.6	0.000	0.000	0.062	8.119	923.0	19459.0	6.368	1.066	0.149	34.29	0.042	593.4	0.000	0.000	0.004	39.57	13.51	1.712	0.214	11.94		pg174_o2nofp.cx10a_c8r32
1492.4	12114.3	0.000	0.000	0.060	8.121	924.5	19465.2	4.843	0.762	0.146	34.35	0.039	584.3	0.000	0.000	0.001	42.35	13.50	1.702	0.209	11.55		pg175_o2nofp.cx10a_c8r32
1492.7	12116.7	0.000	0.000	0.060	8.120	924.4	19473.0	6.831	1.163	0.153	34.12	0.040	575.1	0.000	0.000	0.005	40.51	13.50	1.696	0.214	11.55		pg176_o2nofp.cx10a_c8r32
1492.8	12116.4	0.000	0.000	0.062	8.120	926.0	19483.1	6.599	1.149	0.146	35.05	0.042	602.5	0.000	0.000	0.004	40.18	13.50	1.699	0.210	11.92		pg177_o2nofp.cx10a_c8r32
1493.6	12123.3	0.000	0.000	0.060	8.120	926.2	19488.6	6.911	1.161	0.160	34.62	0.041	602.5	0.000	0.000	0.005	41.28	13.50	1.836	0.222	11.80		pg178_o2nofp.cx10a_c8r32
1498.8	12164.5	0.000	0.000	0.050	8.120	914.7	19391.7	4.916	0.847	0.151	38.30	0.043	602.5	0.000	0.000	0.006	39.14	13.43	1.585	0.186	9.811		pg179_o2nofp.cx10a_c8r32

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
pg170_o2nofp.cx10a_c8r3213.05086.5830.3660.001nonzerononzero0.462
pg171_o2nofp.cx10a_c8r3217.64182.1690.190nonzero0.016
pg172_o2nofp.cx10a_c8r3217.55482.2420.204nonzero0.020
pg173_o2nofp.cx10a_c8r32nonzero17.58382.2020.2140.016
pg174_o2nofp.cx10a_c8r3217.73482.0860.1800.015
pg175_o2nofp.cx10a_c8r3218.43481.3540.2110.016
pg176_o2nofp.cx10a_c8r3219.60080.1930.207nonzero0.016
pg177_o2nofp.cx10a_c8r3218.29981.5060.195nonzero0.023
pg178_o2nofp.cx10a_c8r32nonzero18.76481.0020.234nonzero0.024
pg179_o2nofp.cx10a_c8r320.00188.97210.9970.031nonzero0.017

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
pg170_o2nofp.cx10a_c8r3297.9812.0060.0110.0030.466
pg171_o2nofp.cx10a_c8r3299.9190.0780.0030.065
pg172_o2nofp.cx10a_c8r3299.8810.1190.028
pg173_o2nofp.cx10a_c8r3299.8560.1440.024
pg174_o2nofp.cx10a_c8r3299.9310.0690.024
pg175_o2nofp.cx10a_c8r3299.8560.1440.052
pg176_o2nofp.cx10a_c8r3299.8560.1440.023
pg177_o2nofp.cx10a_c8r3299.8720.1280.042
pg178_o2nofp.cx10a_c8r3299.8830.1170.024
pg179_o2nofp.cx10a_c8r3299.9720.0280.021

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
pg170_o2nofp.cx10a_c8r3299.9940.0060.082
pg171_o2nofp.cx10a_c8r3299.9970.0030.080
pg172_o2nofp.cx10a_c8r3299.9970.0030.081
pg173_o2nofp.cx10a_c8r3299.9970.0030.082
pg174_o2nofp.cx10a_c8r3299.9970.0030.083
pg175_o2nofp.cx10a_c8r3299.9970.0030.081
pg176_o2nofp.cx10a_c8r3299.9970.0030.083
pg177_o2nofp.cx10a_c8r3299.9970.0030.084
pg178_o2nofp.cx10a_c8r3299.9970.0030.081
pg179_o2nofp.cx10a_c8r3299.9970.0030.080

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
999	759	11885	93.2	2813.4	34.6	15.652	125.705	2.817	35.454	26551	13.4	34.967	1412	155.0	190.7	17.2	0.462	800	352	pg170_o2nofp.cx10a_c8r32
999	804	12440	97.4	2820.6	34.5	15.463	123.945	2.822	35.330	27343	13.1	33.987	1303	155.0	190.7	23.4	0.016	816	544	pg171_o2nofp.cx10a_c8r32
999	803	12425	97.4	2820.1	34.4	15.466	124.170	2.823	35.293	27310	13.3	33.992	1324	155.0	190.7	23.4	0.020	816	544	pg172_o2nofp.cx10a_c8r32
999	804	12438	97.4	2820.2	34.5	15.464	123.988	2.822	35.394	27339	13.4	33.992	1333	155.0	190.7	23.4	0.016	816	544	pg173_o2nofp.cx10a_c8r32
999	806	12457	97.5	2822.6	34.6	15.455	123.853	2.824	35.464	27384	13.3	33.975	1320	155.0	190.7	23.4	0.015	816	544	pg174_o2nofp.cx10a_c8r32
999	808	12492	97.8	2824.2	34.6	15.457	123.896	2.828	35.461	27465	13.3	33.983	1316	155.0	190.7	23.4	0.016	832	544	pg175_o2nofp.cx10a_c8r32
999	816	12607	98.7	2824.8	34.7	15.456	123.850	2.826	35.514	27716	13.1	33.978	1285	155.0	190.6	23.3	0.016	832	544	pg176_o2nofp.cx10a_c8r32
999	809	12492	97.8	2818.4	34.4	15.441	123.752	2.820	35.219	27466	13.3	33.950	1315	155.0	190.7	23.4	0.023	832	544	pg177_o2nofp.cx10a_c8r32
999	809	12504	97.9	2822.4	34.6	15.452	123.846	2.826	35.422	27504	13.1	33.989	1295	155.0	190.7	23.4	0.024	832	544	pg178_o2nofp.cx10a_c8r32
999	1182	17022	133.2	2888.5	35.0	14.406	115.409	2.890	35.847	37530	13.5	31.762	914	155.0	190.6	23.4	0.017	1215	768	pg179_o2nofp.cx10a_c8r32

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	
11886.8	95454.8	0.230	0.002	0.061	8.031	2793.0	35256.4	9.801	0.447	0.060	13.70	0.002	0.096	0.000	0.000	0.004	0.245	13.90	1.684	0.930	72.56		pg170_o2nofp.cx10a_c8r32
12443.9	99745.4	0.000	0.000	0.061	8.016	2800.8	35157.4	11.08	0.479	0.057	13.64	0.005	0.114	0.000	0.000	0.024	0.318	13.91	1.675	0.960	75.62		pg171_o2nofp.cx10a_c8r32
12428.9	99788.8	0.000	0.000	0.061	8.029	2800.2	35098.9	10.64	0.477	0.061	13.61	0.002	0.096	0.000	0.000	0.004	0.245	13.87	1.650	0.962	75.47		pg172_o2nofp.cx10a_c8r32
12441.7	99756.4	0.000	0.000	0.061	8.018	2800.6	35223.1	11.48	0.516	0.059	13.67	0.002	0.096	0.000	0.000	0.006	0.245	13.86	1.654	0.966	75.72		pg173_o2nofp.cx10a_c8r32
12460.9	99857.6	0.000	0.000	0.061	8.014	2802.4	35290.1	10.47	0.452	0.059	13.69	0.002	0.096	0.000	0.000	0.004	0.245	13.87	1.654	0.975	75.86		pg174_o2nofp.cx10a_c8r32
12496.1	100164	0.000	0.000	0.061	8.016	2804.2	35265.2	7.930	0.360	0.058	13.66	0.002	0.096	0.000	0.000	0.006	0.245	13.89	1.649	0.965	75.66		pg175_o2nofp.cx10a_c8r32
12611.5	101058	0.000	0.000	0.061	8.014	2804.8	35342.4	11.03	0.495	0.059	13.70	0.002	0.096	0.000	0.000	0.004	0.245	13.93	1.652	0.968	75.94		pg176_o2nofp.cx10a_c8r32
12495.7	100146	0.000	0.000	0.061	8.015	2798.3	35044.4	10.54	0.467	0.058	13.59	0.002	0.096	0.000	0.000	0.004	0.245	13.84	1.650	0.972	76.19		pg177_o2nofp.cx10a_c8r32
12508.2	100250	0.000	0.000	0.061	8.015	2802.2	35225.8	10.84	0.484	0.063	13.66	0.002	0.096	0.000	0.000	0.004	0.245	13.93	1.755	0.979	75.92		pg178_o2nofp.cx10a_c8r32
17028.5	136419	0.000	0.000	0.040	8.011	2863.5	35633.1	7.810	0.335	0.049	13.53	0.002	0.096	0.000	0.000	0.004	0.245	13.90	1.549	0.882	72.40		pg179_o2nofp.cx10a_c8r32

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
213447	0	37	0.3	795.5	88.0	0.000	0.001	0.004	0.422	21141	20.5	0.099	8	76.5	116.6	19.8	0.045	214976	205174	pg170_o2nofp.cx10a_c8r32
210084	0	35	0.3	784.1	86.4	0.000	0.001	0.004	0.421	20834	20.2	0.099	8	76.5	116.6	1.1	0.040	211465	203965	pg171_o2nofp.cx10a_c8r32
215517	0	38	0.3	802.7	88.7	0.000	0.001	0.004	0.422	21349	20.5	0.099	8	76.5	116.6	18.3	0.033	217064	208771	pg172_o2nofp.cx10a_c8r32
213618	0	36	0.3	803.2	88.4	0.000	0.001	0.004	0.424	21201	20.5	0.099	8	76.5	116.6	18.9	0.047	215060	207165	pg173_o2nofp.cx10a_c8r32
213618	0	37	0.3	796.0	88.0	0.000	0.001	0.004	0.422	21170	20.5	0.099	8	76.5	116.6	19.8	0.043	215163	207071	pg174_o2nofp.cx10a_c8r32
212314	0	37	0.3	796.0	87.8	0.000	0.001	0.004	0.423	21055	20.4	0.099	8	76.5	116.6	19.0	0.041	213673	206271	pg175_o2nofp.cx10a_c8r32
210970	0	38	0.3	787.7	87.0	0.000	0.001	0.004	0.422	21159	20.4	0.100	8	76.5	116.6	19.8	0.070	213668	189279	pg176_o2nofp.cx10a_c8r32
213846	0	37	0.3	795.9	88.0	0.000	0.001	0.004	0.422	21190	20.5	0.099	8	76.5	116.6	0.2	0.046	215271	207478	pg177_o2nofp.cx10a_c8r32
198610	0	36	0.3	739.0	81.5	0.000	0.001	0.004	0.420	19690	19.9	0.099	8	76.5	116.6	19.1	0.030	199778	190375	pg178_o2nofp.cx10a_c8r32
211977	0	40	0.3	790.9	87.2	0.000	0.002	0.004	0.421	21046	20.2	0.099	8	76.5	116.6	18.7	0.045	213369	206172	pg179_o2nofp.cx10a_c8r32

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
396040	0	1636	159.9	1227.0	148.0	0.004	0.413	0.003	0.383	1567	12.8	0.004	3	153.6	193.7	23.4	0.002	NA	NA	pg170_o2nofp.cx10a_c8r32
402820	0	1465	153.3	1240.5	150.8	0.004	0.390	0.003	0.383	1320	12.7	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg171_o2nofp.cx10a_c8r32
407125	0	1336	148.0	1255.6	152.6	0.003	0.372	0.003	0.384	1160	12.9	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg172_o2nofp.cx10a_c8r32
397417	0	1607	158.9	1221.7	148.1	0.004	0.409	0.003	0.382	1516	12.7	0.004	3	153.6	193.7	23.4	0.002	NA	NA	pg173_o2nofp.cx10a_c8r32
410046	0	1144	139.4	1257.5	153.4	0.003	0.348	0.003	0.383	922	12.9	0.002	3	153.6	193.7	23.4	0.002	NA	NA	pg174_o2nofp.cx10a_c8r32
406091	0	1307	146.4	1245.1	151.4	0.003	0.369	0.003	0.382	1136	12.8	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg175_o2nofp.cx10a_c8r32
411946	0	1123	139.1	1267.0	154.2	0.003	0.346	0.003	0.383	900	12.9	0.002	3	153.6	193.7	23.4	0.002	NA	NA	pg176_o2nofp.cx10a_c8r32
409626	0	1290	146.4	1260.7	153.2	0.003	0.366	0.003	0.383	1118	12.9	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg177_o2nofp.cx10a_c8r32
390244	0	1273	141.4	1205.9	146.2	0.003	0.371	0.003	0.384	1221	12.7	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg178_o2nofp.cx10a_c8r32
400601	0	1216	140.8	1229.2	149.8	0.003	0.360	0.003	0.383	1030	12.8	0.003	3	153.6	193.7	23.4	0.002	NA	NA	pg179_o2nofp.cx10a_c8r32

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
3509	0	5059	41.7	4343.1	78.1	1.442	12.157	1.238	22.785	11394	15.6	3.247	356	154.3	194.3	22.7	0.058	2699	1749	pg170_o2nofp.cx10a_c8r32
3549	0	5121	40.3	4225.7	72.5	1.443	11.640	1.191	20.921	11461	15.3	3.229	345	154.3	194.3	22.6	0.029	2700	1850	pg171_o2nofp.cx10a_c8r32
3578	0	5134	40.5	4222.4	72.5	1.435	11.578	1.180	20.745	11544	15.3	3.226	342	154.3	194.3	22.6	0.032	2749	1900	pg172_o2nofp.cx10a_c8r32
3575	0	5133	40.4	4221.3	72.3	1.436	11.585	1.181	20.725	11540	15.4	3.228	345	154.3	194.3	22.9	0.053	2750	1900	pg173_o2nofp.cx10a_c8r32
3546	0	5092	40.1	4207.5	72.5	1.436	11.587	1.187	20.930	11455	15.3	3.230	345	154.3	194.3	22.9	0.056	2650	1850	pg174_o2nofp.cx10a_c8r32
3578	0	5137	40.5	4229.3	72.5	1.436	11.586	1.182	20.742	11545	15.3	3.227	342	154.3	194.3	21.7	0.049	2749	1900	pg175_o2nofp.cx10a_c8r32
3568	0	5132	40.5	4783.4	82.4	1.438	11.610	1.341	23.639	11584	15.7	3.246	352	154.3	194.3	22.9	0.048	2750	1850	pg176_o2nofp.cx10a_c8r32
3537	0	5070	39.9	4179.0	72.1	1.433	11.566	1.182	20.874	11408	15.3	3.226	346	154.3	194.3	22.9	0.032	2699	1899	pg177_o2nofp.cx10a_c8r32
3575	0	5134	40.5	4250.0	73.3	1.436	11.589	1.189	21.004	11544	15.4	3.230	345	154.3	194.3	23.0	0.038	2700	1900	pg178_o2nofp.cx10a_c8r32
3597	0	5163	40.7	4234.3	72.9	1.435	11.581	1.177	20.765	11599	15.4	3.224	343	154.3	194.3	22.7	0.042	2748	1899	pg179_o2nofp.cx10a_c8r32

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
169	0	184	1.5	492.6	6.9	1.093	8.854	2.918	41.937	1097	12.8	6.501	6066	154.4	192.0	23.4	0.013	165	150	pg170_o2nofp.cx10a_c8r32
168	0	181	1.4	502.1	6.8	1.077	8.722	2.987	41.497	1092	12.8	6.496	6092	154.4	194.5	23.3	0.012	165	145	pg171_o2nofp.cx10a_c8r32
169	0	181	1.4	503.0	6.9	1.071	8.673	2.977	41.780	1092	12.7	6.462	6012	154.4	194.5	23.3	0.011	165	150	pg172_o2nofp.cx10a_c8r32
168	0	179	1.4	495.7	6.8	1.070	8.669	2.959	41.688	1081	12.8	6.452	6113	154.4	194.5	22.9	0.013	165	150	pg173_o2nofp.cx10a_c8r32
168	0	185	1.9	516.5	7.9	1.102	11.621	3.084	48.428	1092	12.8	6.521	6113	154.4	194.5	23.0	0.014	165	145	pg174_o2nofp.cx10a_c8r32
170	0	182	1.4	501.8	6.9	1.070	8.668	2.952	41.564	1096	12.7	6.450	5976	154.4	194.5	22.8	0.014	170	150	pg175_o2nofp.cx10a_c8r32
168	0	186	1.5	470.2	6.4	1.108	8.976	2.802	39.275	1101	12.7	6.559	6055	154.4	192.6	23.3	0.012	165	150	pg176_o2nofp.cx10a_c8r32
168	0	179	1.4	498.7	6.8	1.069	8.661	2.974	41.725	1085	12.8	6.472	6106	154.4	194.5	22.9	0.012	165	145	pg177_o2nofp.cx10a_c8r32
168	0	180	1.4	501.4	6.8	1.068	8.652	2.978	41.598	1090	12.8	6.472	6081	154.4	194.5	23.0	0.017	170	145	pg178_o2nofp.cx10a_c8r32
166	0	178	1.4	499.3	6.8	1.069	8.661	2.999	41.815	1078	12.7	6.477	6102	154.4	194.5	22.8	0.016	165	150	pg179_o2nofp.cx10a_c8r32

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
100	25516	112	0.9	66.7	1.9	0.004	0.036	0.668	19.453	97637	8.9	3.826	28	154.4	189.7	23.4	0.010	25387	24952	pg170_o2nofp.cx10a_c8r32
100	25342	113	0.9	66.9	1.9	0.004	0.037	0.670	19.484	96975	8.7	3.827	27	154.4	192.3	23.4	0.010	25325	25061	pg171_o2nofp.cx10a_c8r32
100	25707	112	0.9	66.6	1.9	0.004	0.036	0.667	19.434	98312	8.6	3.824	27	154.4	193.2	23.4	0.006	25740	25403	pg172_o2nofp.cx10a_c8r32
100	25423	112	0.9	66.8	1.9	0.004	0.037	0.669	19.468	97283	8.6	3.827	27	154.4	192.0	23.4	0.010	25467	25132	pg173_o2nofp.cx10a_c8r32
100	25381	113	0.9	67.0	1.9	0.004	0.036	0.671	19.496	97124	8.6	3.827	27	154.4	192.9	23.4	0.010	25468	24797	pg174_o2nofp.cx10a_c8r32
100	25596	113	0.9	67.2	1.9	0.004	0.036	0.673	19.471	97890	8.7	3.824	27	154.4	192.0	23.4	0.010	25501	25220	pg175_o2nofp.cx10a_c8r32
100	25630	112	0.9	67.1	1.9	0.004	0.037	0.673	19.502	98074	8.7	3.827	27	154.4	189.8	23.3	0.010	25643	25195	pg176_o2nofp.cx10a_c8r32
100	25268	113	0.9	66.7	1.9	0.004	0.037	0.669	19.469	96690	8.7	3.827	28	154.4	193.7	23.3	0.010	25227	24829	pg177_o2nofp.cx10a_c8r32
100	25406	112	0.9	66.6	1.9	0.004	0.037	0.666	19.429	97166	8.6	3.824	27	154.5	192.1	23.4	0.010	25403	25032	pg178_o2nofp.cx10a_c8r32
100	25204	113	0.9	67.5	1.9	0.004	0.037	0.677	19.522	96444	8.6	3.827	27	154.4	192.8	23.4	0.009	25132	24829	pg179_o2nofp.cx10a_c8r32

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
100	938	11798	92.3	355.1	4.1	12.572	100.665	3.558	42.353	26250	2.8	27.973	239	154.5	189.7	23.4	0.018	976	576	pg170_o2nofp.cx10a_c8r32
100	941	11820	92.4	354.9	4.1	12.561	100.551	3.553	42.339	26301	2.8	27.950	238	154.5	192.3	23.4	0.014	976	576	pg171_o2nofp.cx10a_c8r32
100	941	11818	92.4	354.7	4.1	12.560	100.558	3.550	42.321	26297	2.7	27.949	230	154.5	193.2	23.4	0.020	976	576	pg172_o2nofp.cx10a_c8r32
100	938	11799	92.2	354.5	4.1	12.573	100.647	3.553	42.370	26252	2.7	27.975	230	154.5	192.0	23.4	0.013	976	576	pg173_o2nofp.cx10a_c8r32
100	939	11808	92.3	354.8	4.1	12.572	100.651	3.555	42.363	26274	2.9	27.972	247	154.5	193.0	23.4	0.015	976	576	pg174_o2nofp.cx10a_c8r32
100	945	11866	92.8	354.6	4.1	12.560	100.551	3.550	42.243	26408	2.5	27.953	212	154.5	192.0	23.4	0.019	992	592	pg175_o2nofp.cx10a_c8r32
100	947	11940	93.4	354.7	4.1	12.606	100.939	3.554	42.346	26554	2.8	28.037	236	154.5	189.8	23.3	0.017	992	576	pg176_o2nofp.cx10a_c8r32
100	943	11848	92.6	354.9	4.1	12.562	100.573	3.553	42.335	26364	2.6	27.951	221	154.5	193.7	23.3	0.018	976	576	pg177_o2nofp.cx10a_c8r32
100	943	11852	92.7	355.1	4.1	12.563	100.580	3.555	42.350	26372	2.8	27.954	237	154.5	192.1	23.4	0.014	976	576	pg178_o2nofp.cx10a_c8r32
100	1301	16100	125.9	358.8	4.2	12.379	99.096	3.596	42.606	35845	3.3	27.561	203	154.5	192.8	23.4	0.012	1328	800	pg179_o2nofp.cx10a_c8r32

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
500	23940	874	6.9	341.8	9.3	0.037	0.297	0.684	19.058	93170	10.0	3.892	33	154.5	189.8	23.4	0.022	24024	22732	pg170_o2nofp.cx10a_c8r32
500	23525	875	6.9	343.2	9.3	0.037	0.303	0.687	19.090	91591	10.0	3.893	34	154.5	190.4	23.4	0.020	23578	22455	pg171_o2nofp.cx10a_c8r32
500	23741	875	6.9	342.2	9.3	0.037	0.299	0.685	19.067	92413	9.8	3.893	33	154.5	190.7	23.4	0.018	23756	22428	pg172_o2nofp.cx10a_c8r32
499	23899	875	7.0	342.8	9.3	0.037	0.298	0.686	19.097	93064	9.8	3.894	33	154.5	190.2	23.4	0.024	23960	22796	pg173_o2nofp.cx10a_c8r32
499	23910	875	6.9	343.5	9.3	0.037	0.297	0.688	19.113	93108	9.8	3.894	33	154.5	190.5	23.4	0.005	23916	22729	pg174_o2nofp.cx10a_c8r32
500	23782	875	6.9	344.2	9.3	0.037	0.299	0.689	19.098	92571	9.8	3.892	33	154.5	190.1	23.4	0.022	23890	22726	pg175_o2nofp.cx10a_c8r32
499	23866	875	7.0	343.2	9.3	0.037	0.298	0.687	19.096	92941	9.9	3.894	33	154.5	189.9	23.3	0.024	23933	22809	pg176_o2nofp.cx10a_c8r32
500	23820	874	6.9	341.9	9.3	0.037	0.299	0.684	19.060	92720	9.9	3.893	33	154.5	191.3	23.3	0.023	23900	22715	pg177_o2nofp.cx10a_c8r32
499	23996	875	6.9	341.1	9.3	0.036	0.297	0.683	19.062	93438	9.8	3.894	33	154.5	190.3	23.4	0.023	24013	22900	pg178_o2nofp.cx10a_c8r32
499	23672	878	7.0	342.4	9.3	0.037	0.302	0.686	19.081	92209	9.9	3.895	33	154.5	190.5	23.4	0.022	23772	22698	pg179_o2nofp.cx10a_c8r32

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
500	902	12326	100.2	1599.1	18.6	13.663	113.753	3.200	38.183	27166	4.8	30.111	426	154.6	188.2	23.4	0.017	928	656	pg170_o2nofp.cx10a_c8r32
500	897	12266	96.0	1598.6	18.6	13.671	109.539	3.199	38.185	27126	4.8	30.234	428	154.6	188.6	23.4	0.016	928	656	pg171_o2nofp.cx10a_c8r32
500	898	12268	96.0	1599.6	18.6	13.669	109.510	3.201	38.197	27133	4.9	30.232	437	154.6	188.8	23.4	0.015	928	656	pg172_o2nofp.cx10a_c8r32
499	897	12266	96.0	1598.7	18.6	13.677	109.609	3.201	38.208	27125	4.8	30.247	428	154.6	188.5	23.4	0.014	928	656	pg173_o2nofp.cx10a_c8r32
500	899	12287	96.1	1598.8	18.6	13.666	109.467	3.199	38.174	27172	4.8	30.222	427	154.6	188.4	23.4	0.018	928	656	pg174_o2nofp.cx10a_c8r32
499	902	12322	96.4	1597.7	18.6	13.667	109.511	3.199	38.176	27253	4.8	30.227	426	154.6	188.4	23.4	0.022	928	656	pg175_o2nofp.cx10a_c8r32
500	906	12408	97.1	1599.2	18.6	13.689	109.645	3.200	38.195	27435	4.8	30.268	424	154.6	188.2	23.3	0.014	928	656	pg176_o2nofp.cx10a_c8r32
500	900	12290	96.2	1599.1	18.6	13.663	109.464	3.200	38.198	27184	4.8	30.221	427	154.6	188.8	23.3	0.021	928	656	pg177_o2nofp.cx10a_c8r32
499	899	12298	96.2	1600.0	18.6	13.675	109.566	3.204	38.232	27199	4.8	30.244	427	154.6	188.6	23.4	0.014	928	656	pg178_o2nofp.cx10a_c8r32
500	1265	16654	130.3	1625.6	18.9	13.165	105.449	3.253	38.636	36903	5.3	29.172	335	154.6	188.7	23.4	0.018	1295	960	pg179_o2nofp.cx10a_c8r32

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
999	19334	1508	12.3	924.8	19.0	0.078	0.653	0.925	19.495	77045	16.2	3.985	67	154.8	187.4	23.4	0.078	19292	17709	pg170_o2nofp.cx10a_c8r32
999	19301	1504	12.0	924.7	19.0	0.078	0.637	0.925	19.504	76914	16.1	3.985	67	154.8	187.8	23.4	0.076	19340	17705	pg171_o2nofp.cx10a_c8r32
999	19171	1506	12.2	923.7	19.0	0.079	0.654	0.925	19.503	76499	16.4	3.990	68	154.8	187.9	23.4	0.070	19207	17566	pg172_o2nofp.cx10a_c8r32
999	19526	1505	12.0	926.2	19.0	0.077	0.630	0.927	19.530	77820	16.0	3.985	66	154.8	187.6	23.4	0.068	19562	17982	pg173_o2nofp.cx10a_c8r32
999	19015	1503	12.0	922.6	19.0	0.079	0.647	0.923	19.481	75826	16.2	3.988	68	154.8	187.5	23.4	0.078	19021	17469	pg174_o2nofp.cx10a_c8r32
999	19108	1503	12.0	924.1	19.0	0.079	0.644	0.925	19.502	76224	16.1	3.989	67	154.8	187.6	23.4	0.088	19101	17485	pg175_o2nofp.cx10a_c8r32
999	19156	1504	12.0	924.0	19.0	0.079	0.642	0.925	19.498	76366	16.1	3.987	67	154.8	187.4	23.3	0.085	19175	17597	pg176_o2nofp.cx10a_c8r32
999	19111	1504	12.0	925.6	19.0	0.079	0.644	0.926	19.508	76195	16.1	3.987	67	154.8	188.0	23.3	0.087	19116	17437	pg177_o2nofp.cx10a_c8r32
999	19138	1504	12.0	925.8	19.0	0.079	0.643	0.927	19.521	76336	16.2	3.989	68	154.8	187.7	23.4	0.076	19165	17414	pg178_o2nofp.cx10a_c8r32
999	19186	1510	12.1	913.9	18.9	0.079	0.644	0.914	19.413	76494	16.1	3.987	67	154.8	187.8	23.4	0.092	19197	17613	pg179_o2nofp.cx10a_c8r32

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
999	759	11885	93.2	2813.4	34.6	15.652	125.705	2.817	35.454	26551	13.4	34.967	1412	155.0	190.7	17.2	0.462	800	352	pg170_o2nofp.cx10a_c8r32
999	804	12440	97.4	2820.6	34.5	15.463	123.945	2.822	35.330	27343	13.1	33.987	1303	155.0	190.7	23.4	0.016	816	544	pg171_o2nofp.cx10a_c8r32
999	803	12425	97.4	2820.1	34.4	15.466	124.170	2.823	35.293	27310	13.3	33.992	1324	155.0	190.7	23.4	0.020	816	544	pg172_o2nofp.cx10a_c8r32
999	804	12438	97.4	2820.2	34.5	15.464	123.988	2.822	35.394	27339	13.4	33.992	1333	155.0	190.7	23.4	0.016	816	544	pg173_o2nofp.cx10a_c8r32
999	806	12457	97.5	2822.6	34.6	15.455	123.853	2.824	35.464	27384	13.3	33.975	1320	155.0	190.7	23.4	0.015	816	544	pg174_o2nofp.cx10a_c8r32
999	808	12492	97.8	2824.2	34.6	15.457	123.896	2.828	35.461	27465	13.3	33.983	1316	155.0	190.7	23.4	0.016	832	544	pg175_o2nofp.cx10a_c8r32
999	816	12607	98.7	2824.8	34.7	15.456	123.850	2.826	35.514	27716	13.1	33.978	1285	155.0	190.6	23.3	0.016	832	544	pg176_o2nofp.cx10a_c8r32
999	809	12492	97.8	2818.4	34.4	15.441	123.752	2.820	35.219	27466	13.3	33.950	1315	155.0	190.7	23.4	0.023	832	544	pg177_o2nofp.cx10a_c8r32
999	809	12504	97.9	2822.4	34.6	15.452	123.846	2.826	35.422	27504	13.1	33.989	1295	155.0	190.7	23.4	0.024	832	544	pg178_o2nofp.cx10a_c8r32
999	1182	17022	133.2	2888.5	35.0	14.406	115.409	2.890	35.847	37530	13.5	31.762	914	155.0	190.6	23.4	0.017	1215	768	pg179_o2nofp.cx10a_c8r32

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	99.962	0.031	0.007	0.001	0.000	0.000	0.000	0.000	0.000	0.045	pg170_o2nofp.cx10a_c8r32
0.000	99.970	0.026	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.040	pg171_o2nofp.cx10a_c8r32
0.000	99.969	0.027	0.004	0.001	0.000	0.000	0.000	0.000	0.000	0.033	pg172_o2nofp.cx10a_c8r32
0.000	99.967	0.029	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.047	pg173_o2nofp.cx10a_c8r32
0.000	99.968	0.028	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.043	pg174_o2nofp.cx10a_c8r32
0.000	99.971	0.025	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	pg175_o2nofp.cx10a_c8r32
0.000	99.955	0.040	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.070	pg176_o2nofp.cx10a_c8r32
0.000	99.968	0.028	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.046	pg177_o2nofp.cx10a_c8r32
0.000	99.967	0.029	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	pg178_o2nofp.cx10a_c8r32
0.000	99.975	0.022	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.045	pg179_o2nofp.cx10a_c8r32

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	0.025	99.815	0.160	0.000	0.000	0.000	0.000	0.000	0.058	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.031	99.933	0.036	0.000	0.000	0.000	0.000	0.000	0.029	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.028	99.899	0.074	0.000	0.000	0.000	0.000	0.000	0.032	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.029	99.910	0.061	0.000	0.000	0.000	0.000	0.000	0.053	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.015	99.922	0.062	0.000	0.000	0.000	0.000	0.000	0.056	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.015	99.913	0.072	0.000	0.000	0.000	0.000	0.000	0.049	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.019	99.916	0.065	0.000	0.000	0.000	0.000	0.000	0.048	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.021	99.931	0.048	0.000	0.000	0.000	0.000	0.000	0.032	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.024	99.925	0.051	0.000	0.000	0.000	0.000	0.000	0.038	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.014	99.956	0.030	0.000	0.000	0.000	0.000	0.000	0.042	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	1.960	17.140	39.831	41.069	0.000	0.000	0.000	0.000	0.000	0.046	pg170_o2nofp.cx10a_c8r32
0.000	1.011	17.316	41.692	39.980	0.000	0.000	0.000	0.000	0.000	0.032	pg171_o2nofp.cx10a_c8r32
0.003	1.179	17.811	40.867	40.140	0.000	0.000	0.000	0.000	0.000	0.034	pg172_o2nofp.cx10a_c8r32
0.000	1.245	17.081	40.770	40.904	0.000	0.000	0.000	0.000	0.000	0.032	pg173_o2nofp.cx10a_c8r32
0.000	1.655	16.134	42.044	40.168	0.000	0.000	0.000	0.000	0.000	0.034	pg174_o2nofp.cx10a_c8r32
0.000	1.508	16.871	41.339	40.282	0.000	0.000	0.000	0.000	0.000	0.032	pg175_o2nofp.cx10a_c8r32
0.005	1.505	17.646	41.060	39.784	0.000	0.000	0.000	0.000	0.000	0.038	pg176_o2nofp.cx10a_c8r32
0.000	0.921	17.348	41.558	40.174	0.000	0.000	0.000	0.000	0.000	0.033	pg177_o2nofp.cx10a_c8r32
0.000	1.394	16.878	42.034	39.695	0.000	0.000	0.000	0.000	0.000	0.032	pg178_o2nofp.cx10a_c8r32
0.000	1.731	17.095	41.546	39.627	0.000	0.000	0.000	0.000	0.000	0.034	pg179_o2nofp.cx10a_c8r32

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	44.909	54.987	0.103	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg170_o2nofp.cx10a_c8r32
0.000	42.955	56.931	0.114	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg171_o2nofp.cx10a_c8r32
0.000	44.828	55.078	0.094	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg172_o2nofp.cx10a_c8r32
0.000	44.751	55.178	0.071	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg173_o2nofp.cx10a_c8r32
0.000	44.905	55.004	0.091	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg174_o2nofp.cx10a_c8r32
0.000	47.042	52.814	0.145	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg175_o2nofp.cx10a_c8r32
0.000	40.948	58.965	0.086	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg176_o2nofp.cx10a_c8r32
0.000	46.729	53.156	0.114	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg177_o2nofp.cx10a_c8r32
0.000	42.639	57.236	0.124	0.001	0.000	0.000	0.000	0.000	0.000	0.017	pg178_o2nofp.cx10a_c8r32
0.000	44.556	55.355	0.088	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.080	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.078	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.079	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.082	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.081	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.080	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.082	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.081	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.080	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.078	pg179_o2nofp.cx10a_c8r32

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.991	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg170_o2nofp.cx10a_c8r32
99.991	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg171_o2nofp.cx10a_c8r32
99.992	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg172_o2nofp.cx10a_c8r32
99.991	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg173_o2nofp.cx10a_c8r32
99.987	0.011	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg174_o2nofp.cx10a_c8r32
99.993	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg175_o2nofp.cx10a_c8r32
99.992	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg176_o2nofp.cx10a_c8r32
99.987	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg177_o2nofp.cx10a_c8r32
99.991	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg178_o2nofp.cx10a_c8r32
99.992	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg179_o2nofp.cx10a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	99.861	0.139	0.000	0.000	0.000	0.000	0.000	0.022	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.023	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.024	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.944	0.056	0.000	0.000	0.000	0.000	0.000	0.023	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.472	0.528	0.000	0.000	0.000	0.000	0.000	0.030	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.028	99.917	0.056	0.000	0.000	0.000	0.000	0.000	0.023	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.024	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.444	0.556	0.000	0.000	0.000	0.000	0.000	0.032	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.024	pg178_o2nofp.cx10a_c8r32
0.000	0.000	11.500	88.472	0.028	0.000	0.000	0.000	0.000	0.000	0.020	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	57.861	42.139	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg170_o2nofp.cx10a_c8r32
0.028	59.583	40.389	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg171_o2nofp.cx10a_c8r32
0.000	58.222	41.778	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg172_o2nofp.cx10a_c8r32
0.000	59.472	40.528	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg173_o2nofp.cx10a_c8r32
0.000	59.694	40.306	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg174_o2nofp.cx10a_c8r32
0.000	59.528	40.472	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg175_o2nofp.cx10a_c8r32
0.028	59.583	40.389	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg176_o2nofp.cx10a_c8r32
0.000	57.000	43.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg177_o2nofp.cx10a_c8r32
0.056	60.667	39.278	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg178_o2nofp.cx10a_c8r32
0.028	59.306	40.667	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg179_o2nofp.cx10a_c8r32

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	43.833	56.104	0.060	0.003	0.000	0.000	0.000	0.000	0.000	0.018	pg170_o2nofp.cx10a_c8r32
nonzero	43.123	56.841	0.035	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg171_o2nofp.cx10a_c8r32
0.001	43.144	56.816	0.040	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg172_o2nofp.cx10a_c8r32
nonzero	42.503	57.457	0.040	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg173_o2nofp.cx10a_c8r32
nonzero	42.712	57.251	0.036	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg174_o2nofp.cx10a_c8r32
nonzero	44.346	55.618	0.036	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	pg175_o2nofp.cx10a_c8r32
nonzero	44.994	54.973	0.033	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg176_o2nofp.cx10a_c8r32
nonzero	43.886	56.074	0.040	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg177_o2nofp.cx10a_c8r32
nonzero	44.029	55.927	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg178_o2nofp.cx10a_c8r32
0.002	94.949	5.039	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg179_o2nofp.cx10a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.019	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.944	0.056	0.000	0.000	0.000	0.000	0.000	0.017	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.944	0.056	0.000	0.000	0.000	0.000	0.000	0.022	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.917	0.083	0.000	0.000	0.000	0.000	0.000	0.021	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.944	0.056	0.000	0.000	0.000	0.000	0.000	0.020	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.917	0.083	0.000	0.000	0.000	0.000	0.000	0.021	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	4.250	95.556	0.194	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg170_o2nofp.cx10a_c8r32
0.000	4.806	95.167	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg171_o2nofp.cx10a_c8r32
0.000	6.083	93.889	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg172_o2nofp.cx10a_c8r32
0.000	5.389	94.583	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg173_o2nofp.cx10a_c8r32
0.000	4.611	95.361	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg174_o2nofp.cx10a_c8r32
0.000	4.611	95.361	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg175_o2nofp.cx10a_c8r32
0.000	5.639	94.333	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg176_o2nofp.cx10a_c8r32
0.000	4.778	95.194	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg177_o2nofp.cx10a_c8r32
0.000	6.333	93.639	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg178_o2nofp.cx10a_c8r32
0.000	5.778	94.194	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg179_o2nofp.cx10a_c8r32

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.985	0.014	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg170_o2nofp.cx10a_c8r32
99.986	0.014	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg171_o2nofp.cx10a_c8r32
99.986	0.014	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg172_o2nofp.cx10a_c8r32
99.985	0.015	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg173_o2nofp.cx10a_c8r32
99.986	0.014	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg174_o2nofp.cx10a_c8r32
99.987	0.013	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg175_o2nofp.cx10a_c8r32
99.985	0.014	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg176_o2nofp.cx10a_c8r32
99.986	0.014	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg177_o2nofp.cx10a_c8r32
99.985	0.014	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg178_o2nofp.cx10a_c8r32
99.986	0.013	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg179_o2nofp.cx10a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	99.650	0.350	0.000	0.000	0.000	0.000	0.000	0.027	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.839	0.161	0.000	0.000	0.000	0.000	0.000	0.023	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.872	0.128	0.000	0.000	0.000	0.000	0.000	0.021	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.844	0.156	0.000	0.000	0.000	0.000	0.000	0.052	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.021	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.844	0.156	0.000	0.000	0.000	0.000	0.000	0.024	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.894	0.106	0.000	0.000	0.000	0.000	0.000	0.023	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.028	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.844	0.156	0.000	0.000	0.000	0.000	0.000	0.024	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.961	0.039	0.000	0.000	0.000	0.000	0.000	0.018	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	52.983	47.011	0.006	0.000	0.000	0.000	0.000	0.000	0.017	pg170_o2nofp.cx10a_c8r32
0.000	0.000	50.706	49.294	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg171_o2nofp.cx10a_c8r32
0.000	0.000	52.778	47.222	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg172_o2nofp.cx10a_c8r32
0.000	0.000	52.322	47.678	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg173_o2nofp.cx10a_c8r32
0.000	0.000	52.661	47.339	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg174_o2nofp.cx10a_c8r32
0.000	0.000	53.689	46.311	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg175_o2nofp.cx10a_c8r32
0.000	0.000	51.261	48.739	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg176_o2nofp.cx10a_c8r32
0.000	0.000	53.083	46.917	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg177_o2nofp.cx10a_c8r32
0.000	0.000	52.456	47.544	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg178_o2nofp.cx10a_c8r32
0.000	0.000	50.667	49.333	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg179_o2nofp.cx10a_c8r32

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	35.312	64.577	0.111	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg170_o2nofp.cx10a_c8r32
nonzero	34.115	65.764	0.121	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg171_o2nofp.cx10a_c8r32
nonzero	33.885	66.011	0.104	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg172_o2nofp.cx10a_c8r32
0.000	33.884	66.016	0.100	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg173_o2nofp.cx10a_c8r32
nonzero	34.366	65.533	0.100	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg174_o2nofp.cx10a_c8r32
0.000	35.249	64.651	0.100	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg175_o2nofp.cx10a_c8r32
nonzero	36.171	63.737	0.092	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg176_o2nofp.cx10a_c8r32
nonzero	34.472	65.425	0.103	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg177_o2nofp.cx10a_c8r32
nonzero	34.970	64.899	0.131	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg178_o2nofp.cx10a_c8r32
0.001	94.487	5.489	0.023	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg179_o2nofp.cx10a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	99.783	0.217	0.000	0.000	0.000	0.000	0.000	0.026	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.025	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.867	0.133	0.000	0.000	0.000	0.000	0.000	0.026	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.961	0.039	0.000	0.000	0.000	0.000	0.000	0.024	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.023	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.822	0.178	0.000	0.000	0.000	0.000	0.000	0.024	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.889	0.111	0.000	0.000	0.000	0.000	0.000	0.025	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.026	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.756	0.244	0.000	0.000	0.000	0.000	0.000	0.048	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.025	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	98.967	1.033	0.000	0.000	0.000	0.000	0.000	0.034	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.022	0.978	0.000	0.000	0.000	0.000	0.000	0.033	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.044	0.956	0.000	0.000	0.000	0.000	0.000	0.035	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.167	0.833	0.000	0.000	0.000	0.000	0.000	0.035	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.344	0.656	0.000	0.000	0.000	0.000	0.000	0.035	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.006	0.994	0.000	0.000	0.000	0.000	0.000	0.035	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.289	0.711	0.000	0.000	0.000	0.000	0.000	0.035	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	98.983	1.017	0.000	0.000	0.000	0.000	0.000	0.035	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.228	0.772	0.000	0.000	0.000	0.000	0.000	0.034	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	98.506	1.494	0.000	0.000	0.000	0.000	0.000	0.033	pg179_o2nofp.cx10a_c8r32

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.960	0.038	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.078	pg170_o2nofp.cx10a_c8r32
99.965	0.033	0.003	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.076	pg171_o2nofp.cx10a_c8r32
99.964	0.034	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.070	pg172_o2nofp.cx10a_c8r32
99.959	0.038	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.068	pg173_o2nofp.cx10a_c8r32
99.962	0.036	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.078	pg174_o2nofp.cx10a_c8r32
99.966	0.031	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.088	pg175_o2nofp.cx10a_c8r32
99.963	0.034	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.085	pg176_o2nofp.cx10a_c8r32
99.960	0.038	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.087	pg177_o2nofp.cx10a_c8r32
99.960	0.037	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.076	pg178_o2nofp.cx10a_c8r32
99.972	0.026	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.092	pg179_o2nofp.cx10a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.003	99.931	0.067	0.000	0.000	0.000	0.000	0.000	0.024	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.006	99.967	0.028	0.000	0.000	0.000	0.000	0.000	0.020	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.908	0.092	0.000	0.000	0.000	0.000	0.000	0.057	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.014	99.950	0.036	0.000	0.000	0.000	0.000	0.000	0.022	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.967	0.033	0.000	0.000	0.000	0.000	0.000	0.021	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.006	99.953	0.042	0.000	0.000	0.000	0.000	0.000	0.057	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.922	0.078	0.000	0.000	0.000	0.000	0.000	0.025	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.967	0.033	0.000	0.000	0.000	0.000	0.000	0.021	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.006	99.875	0.117	0.003	0.000	0.000	0.000	0.000	0.067	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.394	99.581	0.025	0.000	0.000	0.000	0.000	0.000	0.021	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	10.469	89.531	0.000	0.000	0.000	0.000	0.000	0.052	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	10.067	89.933	0.000	0.000	0.000	0.000	0.000	0.049	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	12.242	87.758	0.000	0.000	0.000	0.000	0.000	0.051	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	10.194	89.806	0.000	0.000	0.000	0.000	0.000	0.051	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	9.397	90.603	0.000	0.000	0.000	0.000	0.000	0.052	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	12.344	87.656	0.000	0.000	0.000	0.000	0.000	0.050	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	11.419	88.581	0.000	0.000	0.000	0.000	0.000	0.052	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	11.319	88.681	0.000	0.000	0.000	0.000	0.000	0.052	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	12.153	87.847	0.000	0.000	0.000	0.000	0.000	0.051	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	11.950	88.050	0.000	0.000	0.000	0.000	0.000	0.049	pg179_o2nofp.cx10a_c8r32

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	13.050	86.583	0.366	0.001	nonzero	nonzero	0.000	0.000	0.000	0.462	pg170_o2nofp.cx10a_c8r32
0.000	17.641	82.169	0.190	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	pg171_o2nofp.cx10a_c8r32
0.000	17.554	82.242	0.204	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg172_o2nofp.cx10a_c8r32
nonzero	17.583	82.202	0.214	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg173_o2nofp.cx10a_c8r32
0.000	17.734	82.086	0.180	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg174_o2nofp.cx10a_c8r32
0.000	18.434	81.354	0.211	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg175_o2nofp.cx10a_c8r32
0.000	19.600	80.193	0.207	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	pg176_o2nofp.cx10a_c8r32
0.000	18.299	81.506	0.195	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg177_o2nofp.cx10a_c8r32
nonzero	18.764	81.002	0.234	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg178_o2nofp.cx10a_c8r32
0.001	88.972	10.997	0.031	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg179_o2nofp.cx10a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	97.981	2.006	0.011	0.003	0.000	0.000	0.000	0.466	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.919	0.078	0.003	0.000	0.000	0.000	0.000	0.065	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.881	0.119	0.000	0.000	0.000	0.000	0.000	0.028	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.856	0.144	0.000	0.000	0.000	0.000	0.000	0.024	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.931	0.069	0.000	0.000	0.000	0.000	0.000	0.024	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.856	0.144	0.000	0.000	0.000	0.000	0.000	0.052	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.856	0.144	0.000	0.000	0.000	0.000	0.000	0.023	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.872	0.128	0.000	0.000	0.000	0.000	0.000	0.042	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.883	0.117	0.000	0.000	0.000	0.000	0.000	0.024	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.021	pg179_o2nofp.cx10a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	99.994	0.006	0.000	0.000	0.000	0.000	0.082	pg170_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.080	pg171_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.081	pg172_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.082	pg173_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.083	pg174_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.081	pg175_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.083	pg176_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.084	pg177_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.081	pg178_o2nofp.cx10a_c8r32
0.000	0.000	0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.080	pg179_o2nofp.cx10a_c8r32