Introduction

This is a report for the insert benchmark with 2000M docs and 8 client(s). It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file.

The test server has 24 cores, 2 sockets, 64G RAM and 1 NVMe devices. The benchmark was run with 8 clients and there were 1 or 3 connections per client (1 for queries or inserts without rate limits, 1+1 for rate limited inserts+deletes). It uses 8 tables with a table per client. It loads 250M 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 larger than RAM and most tests are IO-bound except for the range query (qr*) tests that frequently have a cached working set. Clients and the DBMS share one server.

The tested DBMS are:


Contents


Summary

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

dbmsl.i0l.xl.i1l.i2qr100qp100qr500qp500qr1000qp1000
my5651_rel_o2nofp.cz12a_c24r64 38797325227082901511726373035451521374313201448
my5744_rel_o2nofp.cz12a_c24r64 53304969252180021964626875759539811836369061793
my8044_rel_o2nofp.cz12a_c24r64 49152154990473191800605785680534951764361241584
my8407_rel_o2nofp.cz12a_c24r64 48508455788070391732594375434524431484341621519
my9400_rel_o2nofp.cz12a_c24r64 49370553447468011664612585322538011537345191524
my9500_rel_o2nofp.cz13a_c24r64 48828153533270941720614315479541001424349471494

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
my5651_rel_o2nofp.cz12a_c24r64 1.001.001.001.001.001.001.001.001.001.00
my5744_rel_o2nofp.cz12a_c24r64 1.372.750.971.300.861.901.201.341.181.24
my8044_rel_o2nofp.cz12a_c24r64 1.272.180.881.190.831.871.181.281.151.09
my8407_rel_o2nofp.cz12a_c24r64 1.252.210.851.150.821.791.161.081.091.05
my9400_rel_o2nofp.cz12a_c24r64 1.272.120.821.100.841.751.191.121.101.05
my9500_rel_o2nofp.cz13a_c24r64 1.262.120.861.140.851.811.201.041.121.03

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
my5651_rel_o2nofp.cz12a_c24r647967973982398279477943
my5744_rel_o2nofp.cz12a_c24r647967973984398279477956
my8044_rel_o2nofp.cz12a_c24r647967963984398479657956
my8407_rel_o2nofp.cz12a_c24r647967973984398479607951
my9400_rel_o2nofp.cz12a_c24r647977973982398279657960
my9500_rel_o2nofp.cz13a_c24r647967963984398479607947
target8008004000400080008000

l.i0

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r640.42898.9410.3590.2540.0170.0010.564
my5744_rel_o2nofp.cz12a_c24r640.20299.6740.0940.0150.015nonzero0.265
my8044_rel_o2nofp.cz12a_c24r6499.6780.2370.0660.0170.0020.283
my8407_rel_o2nofp.cz12a_c24r6499.7000.2220.0630.0140.0020.281
my9400_rel_o2nofp.cz12a_c24r6499.7870.1630.0250.0230.0020.279
my9500_rel_o2nofp.cz13a_c24r6499.7770.1700.0280.0230.0020.292

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
387973	0	2725	10.6	2533.7	138.7	0.007	0.028	0.007	0.366	86016	36.7	0.222	23	131.6	182.1	47.1	0.564	48391	34195	my5651_rel_o2nofp.cz12a_c24r64
533049	0	1	0.0	3510.7	191.3	0.000	0.000	0.007	0.367	68691	44.6	0.129	20	131.6	182.1	48.8	0.265	68088	51993	my5744_rel_o2nofp.cz12a_c24r64
491521	0	1	0.0	3304.6	183.6	0.000	0.000	0.007	0.383	96996	47.4	0.197	23	131.1	181.7	47.8	0.283	63592	43694	my8044_rel_o2nofp.cz12a_c24r64
485084	0	1	0.0	3262.7	181.3	0.000	0.000	0.007	0.383	94996	46.9	0.196	23	131.1	274.6	48.7	0.281	63292	42795	my8407_rel_o2nofp.cz12a_c24r64
493705	0	1	0.0	3313.1	184.3	0.000	0.000	0.007	0.382	67507	43.1	0.137	21	131.1	274.6	49.1	0.279	63392	46794	my9400_rel_o2nofp.cz12a_c24r64
488281	0	1	0.0	3280.8	182.4	0.000	0.000	0.007	0.382	67401	42.5	0.138	21	131.1	274.6	49.2	0.292	62992	46394	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
2724.6	10903.0	0.002	0.000	0.300	3.800	2533.7	142003	24.30	0.972	3.484	56.70	0.228	1.420	0.000	0.000	0.095	2.196	0.000	0.000	9.196	25.58		my5651_rel_o2nofp.cz12a_c24r64
0.895	9.212	0.000	0.000	3.439	5.236	3510.7	195846	67.93	2.003	3.830	56.42	0.444	3.094	0.000	0.000	0.141	3.141	0.000	0.000	13.50	11.63		my5744_rel_o2nofp.cz12a_c24r64
0.948	10.04	0.004	0.080	2.764	5.431	3304.6	188019	60.01	1.893	7.984	57.39	0.376	2.431	0.000	0.000	0.134	2.879	0.000	0.000	26.82	12.34		my8044_rel_o2nofp.cz12a_c24r64
0.947	9.890	0.000	0.000	3.024	5.618	3262.7	185629	59.39	1.903	8.165	57.33	0.404	3.106	0.000	0.000	0.134	3.333	0.000	0.000	27.02	12.19		my8407_rel_o2nofp.cz12a_c24r64
1.045	10.28	0.004	0.077	3.017	5.222	3313.1	188706	59.97	1.889	7.914	57.44	0.419	3.616	0.000	0.000	0.133	3.763	0.000	0.000	26.54	12.32		my9400_rel_o2nofp.cz12a_c24r64
1.014	10.17	0.005	0.006	3.090	5.150	3280.8	186740	59.42	1.889	7.902	57.39	0.404	3.139	0.000	0.000	0.131	3.229	0.000	0.000	26.24	12.19		my9500_rel_o2nofp.cz13a_c24r64

l.x

l.x: create secondary indexes.

Average throughput:

Image

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
252270	0	3768	232.7	16489.0	581.1	0.015	0.945	0.065	2.359	59059	25.3	0.234	24	278.6	329.1	47.3	0.002	NA	NA	my5651_rel_o2nofp.cz12a_c24r64
692521	0	7086	629.3	10652.5	769.6	0.010	0.930	0.015	1.138	45093	23.5	0.065	8	302.9	353.4	49.2	0.033	NA	NA	my5744_rel_o2nofp.cz12a_c24r64
549904	0	7503	722.4	16941.0	804.9	0.014	1.345	0.031	1.499	46901	38.8	0.085	17	301.8	352.4	48.1	0.008	NA	NA	my8044_rel_o2nofp.cz12a_c24r64
557880	0	7597	732.8	17195.2	816.4	0.014	1.345	0.031	1.499	47035	38.4	0.084	17	301.8	445.2	47.7	0.003	NA	NA	my8407_rel_o2nofp.cz12a_c24r64
534474	0	7254	694.1	16471.8	782.5	0.014	1.330	0.031	1.499	44958	36.5	0.084	16	301.8	445.2	49.3	0.002	NA	NA	my9400_rel_o2nofp.cz12a_c24r64
535332	0	7276	701.6	16512.8	783.7	0.014	1.342	0.031	1.499	45500	36.6	0.085	16	301.8	445.2	49.5	0.006	NA	NA	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
3767.5	238276	0.002	0.000	0.223	42.00	16489.0	595033	2303.2	9.659	5.431	54.95	1.663	18887.0	0.000	0.000	0.011	153.2	0.000	0.000	41.69	70.29		my5651_rel_o2nofp.cz12a_c24r64
7086.1	644371	0.000	0.000	0.379	92.34	10652.5	788115	105.7	0.753	15.22	110.5	4.269	44063.9	0.000	0.000	0.020	323.6	0.000	0.000	118.6	82.68		my5744_rel_o2nofp.cz12a_c24r64
7503.4	739735	0.000	0.000	1.038	115.6	16941.0	824220	110.3	0.707	17.26	72.30	10.91	89009.9	0.000	0.000	0.073	932.0	0.000	0.000	195.5	98.51		my8044_rel_o2nofp.cz12a_c24r64
7597.0	750373	0.000	0.000	1.025	115.6	17195.2	835992	111.4	0.690	17.18	73.27	11.04	90250.6	0.000	0.000	0.095	920.8	0.000	0.000	194.5	98.55		my8407_rel_o2nofp.cz12a_c24r64
7254.4	710743	0.029	0.000	1.096	114.7	16471.8	801281	92.46	0.616	17.60	73.12	10.89	86510.0	0.000	0.000	0.076	854.1	0.000	0.000	192.8	97.51		my9400_rel_o2nofp.cz12a_c24r64
7276.0	718450	0.000	0.000	1.130	116.7	16512.8	802559	100.0	0.633	17.92	72.56	10.54	86624.3	0.000	0.000	0.091	966.2	0.000	0.000	196.3	98.55		my9500_rel_o2nofp.cz13a_c24r64

l.i1

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r640.03321.88054.25623.7050.1150.011nonzero4.342
my5744_rel_o2nofp.cz12a_c24r640.03621.40253.66423.7041.1930.449
my8044_rel_o2nofp.cz12a_c24r640.00124.33646.34828.8190.4960.891
my8407_rel_o2nofp.cz12a_c24r640.00825.34543.38630.6980.5630.787
my9400_rel_o2nofp.cz12a_c24r640.00226.25140.46032.7120.5750.870
my9500_rel_o2nofp.cz13a_c24r640.00224.71343.77831.0260.4810.984

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
my5651_rel_o2nofp.cz12a_c24r643.59749.90445.6570.8390.0030.0013.189
my5744_rel_o2nofp.cz12a_c24r6427.92864.1977.6270.2470.0010.274
my8044_rel_o2nofp.cz12a_c24r6428.10556.80913.1121.9070.0670.813
my8407_rel_o2nofp.cz12a_c24r6427.79857.06513.2381.8300.0700.755
my9400_rel_o2nofp.cz12a_c24r6427.19957.99212.8521.8990.0570.790
my9500_rel_o2nofp.cz13a_c24r6427.13557.71713.2591.8220.0670.844

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
8290	0	15277	235.4	26862.1	676.8	1.843	29.082	3.240	83.604	123244	19.4	14.866	562	411.6	473.2	47.3	4.342	750	300	my5651_rel_o2nofp.cz12a_c24r64
8002	0	16599	259.4	26597.2	706.5	2.074	33.190	3.324	90.403	132655	19.8	16.578	594	409.1	468.9	49.0	0.449	750	300	my5744_rel_o2nofp.cz12a_c24r64
7319	0	15874	248.0	23010.5	685.5	2.169	34.700	3.144	95.899	143609	20.5	19.621	672	405.5	464.3	48.7	0.891	850	250	my8044_rel_o2nofp.cz12a_c24r64
7039	0	15240	238.1	22142.1	659.1	2.165	34.641	3.146	95.886	138214	20.1	19.635	685	405.8	560.7	48.5	0.787	800	250	my8407_rel_o2nofp.cz12a_c24r64
6801	0	14899	232.8	21660.5	644.7	2.191	35.049	3.185	97.071	122792	19.6	18.054	692	405.4	559.9	47.9	0.870	800	250	my9400_rel_o2nofp.cz12a_c24r64
7094	0	15508	242.3	22391.5	666.9	2.186	34.978	3.157	96.274	127829	19.7	18.020	667	405.3	560.0	49.4	0.984	850	300	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
15276.8	241089	0.000	0.000	0.251	15.77	26862.1	693081	67.16	0.267	0.718	26.65	0.015	0.238	0.000	0.000	0.016	1.028	0.000	0.000	22.03	97.79		my5651_rel_o2nofp.cz12a_c24r64
16599.0	265582	0.000	0.000	0.364	16.00	26597.2	723408	73.41	0.299	1.232	27.42	0.013	0.092	0.000	0.000	0.013	0.385	0.000	0.000	38.51	99.74		my5744_rel_o2nofp.cz12a_c24r64
15874.0	253981	0.000	0.000	0.957	16.00	23010.5	701915	43.17	0.220	15.12	30.79	0.015	2.416	0.000	0.000	0.053	9.778	0.000	0.000	363.4	99.55		my8044_rel_o2nofp.cz12a_c24r64
15240.2	243841	0.000	0.000	1.024	16.00	22142.1	674952	51.51	0.270	15.44	30.79	0.013	0.602	0.000	0.000	0.017	2.099	0.000	0.000	358.1	99.50		my8407_rel_o2nofp.cz12a_c24r64
14898.6	238375	0.005	0.000	1.029	16.00	21660.5	660197	44.02	0.236	15.87	30.76	0.013	0.101	0.000	0.000	0.013	0.307	0.000	0.000	359.7	99.50		my9400_rel_o2nofp.cz12a_c24r64
15507.8	248121	0.000	0.000	0.980	16.00	22391.5	682937	46.09	0.243	15.42	30.81	0.014	0.093	0.000	0.000	0.016	0.293	0.000	0.000	360.8	99.54		my9500_rel_o2nofp.cz13a_c24r64

l.i2

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r64nonzero1.60115.20526.66855.3751.1500.200
my5744_rel_o2nofp.cz12a_c24r647.10520.89824.38447.3260.2870.199
my8044_rel_o2nofp.cz12a_c24r643.2817.86139.07046.9862.8020.0010.375
my8407_rel_o2nofp.cz12a_c24r643.4217.49737.05049.0742.9570.0010.730
my9400_rel_o2nofp.cz12a_c24r643.1867.26135.49150.5553.5060.0010.451
my9500_rel_o2nofp.cz13a_c24r643.0446.95937.70549.2243.0670.0010.583

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
my5651_rel_o2nofp.cz12a_c24r640.00210.51726.8718.82353.6520.1340.151
my5744_rel_o2nofp.cz12a_c24r6442.98911.2701.13644.5230.0830.199
my8044_rel_o2nofp.cz12a_c24r643.41715.56137.56941.8621.5900.0010.375
my8407_rel_o2nofp.cz12a_c24r643.67414.65736.82043.2851.5640.0010.735
my9400_rel_o2nofp.cz12a_c24r643.76614.49935.91544.0861.7340.0010.449
my9500_rel_o2nofp.cz13a_c24r643.49213.96637.44843.4831.6090.0010.492

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
1511	0	15573	238.4	23779.5	567.3	10.306	161.576	15.737	384.421	110180	12.4	72.914	1969	411.6	473.4	47.3	0.200	115	80	my5651_rel_o2nofp.cz12a_c24r64
1964	0	18162	283.8	24936.2	670.8	9.247	147.949	12.696	349.724	129133	16.3	65.747	1992	409.2	469.1	49.0	0.199	135	95	my5744_rel_o2nofp.cz12a_c24r64
1800	0	16709	261.1	21683.4	613.8	9.284	148.546	12.048	349.248	147372	16.1	81.887	2147	405.6	464.6	48.7	0.375	140	90	my8044_rel_o2nofp.cz12a_c24r64
1732	0	16043	250.7	20832.9	589.2	9.265	148.241	12.031	348.455	141637	15.8	81.796	2190	405.8	562.5	48.5	0.730	135	85	my8407_rel_o2nofp.cz12a_c24r64
1664	0	15448	241.4	20038.4	566.8	9.287	148.588	12.046	348.922	122609	14.5	73.705	2092	405.4	561.7	47.9	0.451	135	80	my9400_rel_o2nofp.cz12a_c24r64
1720	0	15904	248.5	20627.8	583.7	9.244	147.911	11.990	347.453	126618	14.6	73.598	2037	405.4	561.8	49.4	0.583	135	85	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
15573.4	244157	0.000	0.000	0.220	15.69	23779.5	580898	29.05	0.122	0.559	24.47	0.009	0.052	0.000	0.000	0.011	0.242	0.000	0.000	16.73	98.14		my5651_rel_o2nofp.cz12a_c24r64
18161.7	290587	0.000	0.000	0.323	16.00	24936.2	686892	27.41	0.110	0.870	27.59	0.004	0.038	0.000	0.000	0.004	0.167	0.000	0.000	27.63	99.72		my5744_rel_o2nofp.cz12a_c24r64
16708.7	267339	0.000	0.000	0.709	16.00	21683.4	628542	1.691	0.009	14.99	28.99	0.006	0.039	0.000	0.000	0.029	0.166	0.000	0.000	336.8	99.29		my8044_rel_o2nofp.cz12a_c24r64
16043.4	256695	0.000	0.000	0.745	16.00	20832.9	603384	6.000	0.029	15.21	28.96	0.021	0.119	0.000	0.000	0.076	0.501	0.000	0.000	328.8	99.09		my8407_rel_o2nofp.cz12a_c24r64
15448.5	247175	0.000	0.000	0.800	16.00	20038.4	580432	2.019	0.011	16.06	28.97	0.019	0.153	0.000	0.000	0.045	0.666	0.000	0.000	334.1	99.29		my9400_rel_o2nofp.cz12a_c24r64
15904.1	254466	0.000	0.000	0.748	16.00	20627.8	597757	1.946	0.011	15.44	28.98	0.020	13.10	0.000	0.000	0.068	62.70	0.000	0.000	330.4	99.18		my9500_rel_o2nofp.cz13a_c24r64

qr100.L1

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r6499.4250.4510.1180.007nonzero0.017
my5744_rel_o2nofp.cz12a_c24r6499.8300.1220.047nonzerononzero0.017
my8044_rel_o2nofp.cz12a_c24r6499.8790.1200.001nonzerononzerononzero0.065
my8407_rel_o2nofp.cz12a_c24r6499.8710.1260.002nonzerononzero0.062
my9400_rel_o2nofp.cz12a_c24r6499.8950.1040.001nonzerononzero0.054
my9500_rel_o2nofp.cz13a_c24r6499.8890.1090.001nonzerononzero0.058

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
my5651_rel_o2nofp.cz12a_c24r6413.36586.6220.0140.069
my5744_rel_o2nofp.cz12a_c24r6494.4175.5830.034
my8044_rel_o2nofp.cz12a_c24r6468.60431.3960.041
my8407_rel_o2nofp.cz12a_c24r6452.22641.0946.6810.181
my9400_rel_o2nofp.cz12a_c24r6477.30922.6080.0830.119
my9500_rel_o2nofp.cz13a_c24r6460.75039.1110.1390.113

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
my5651_rel_o2nofp.cz12a_c24r6423.96969.5076.5240.036
my5744_rel_o2nofp.cz12a_c24r6475.28124.7190.008
my8044_rel_o2nofp.cz12a_c24r6464.93835.0620.014
my8407_rel_o2nofp.cz12a_c24r6494.8022.1632.8820.1530.130
my9400_rel_o2nofp.cz12a_c24r6486.96512.9860.0490.106
my9500_rel_o2nofp.cz13a_c24r6476.36523.5140.1220.106

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
796	72637	4134	64.3	3958.3	112.6	0.057	0.906	4.970	144.718	436517	34.1	6.010	113	411.6	473.4	47.3	0.017	9198	6991	my5651_rel_o2nofp.cz12a_c24r64
796	62687	4087	63.9	4092.3	116.5	0.065	1.043	5.138	149.768	375231	35.8	5.986	137	409.2	469.1	49.0	0.017	7951	5519	my5744_rel_o2nofp.cz12a_c24r64
796	60578	3749	58.6	4144.5	118.0	0.062	0.990	5.204	151.760	367895	36.5	6.073	145	405.6	464.6	48.7	0.065	7615	7359	my8044_rel_o2nofp.cz12a_c24r64
796	59437	3758	58.7	4117.7	117.2	0.063	1.012	5.170	150.758	362638	36.2	6.101	146	405.8	562.6	48.5	0.062	7503	6831	my8407_rel_o2nofp.cz12a_c24r64
797	61258	3756	58.7	4127.0	117.6	0.061	0.981	5.179	151.056	370665	36.2	6.051	142	405.4	561.8	47.9	0.054	7727	7151	my9400_rel_o2nofp.cz12a_c24r64
796	61431	3756	58.7	4113.9	117.2	0.061	0.978	5.166	150.731	373140	36.5	6.074	143	405.4	562.0	49.4	0.058	7791	7311	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
4134.1	65800.3	0.000	0.000	0.197	15.91	3958.3	115253	7.417	0.314	0.482	29.59	0.002	0.100	0.000	0.000	0.003	0.499	0.000	0.000	2.792	20.26		my5651_rel_o2nofp.cz12a_c24r64
4086.8	65388.4	0.000	0.000	0.145	16.00	4092.3	119275	7.206	0.189	0.352	29.23	0.002	0.009	0.000	0.000	0.006	0.044	0.000	0.000	2.058	18.98		my5744_rel_o2nofp.cz12a_c24r64
3749.4	59989.8	0.000	0.000	0.230	16.00	4144.5	120862	1.046	0.029	9.597	29.27	0.004	0.018	0.000	0.000	0.008	0.089	0.000	0.000	42.50	20.44		my8044_rel_o2nofp.cz12a_c24r64
3758.2	60130.9	0.000	0.000	0.320	16.00	4117.7	120064	2.158	0.056	10.82	29.27	0.003	0.013	0.000	0.000	0.006	0.066	0.000	0.000	47.66	20.83		my8407_rel_o2nofp.cz12a_c24r64
3755.9	60094.1	0.000	0.000	0.169	16.00	4127.0	120377	1.432	0.039	9.767	29.27	0.005	0.040	0.000	0.000	0.072	0.199	0.000	0.000	43.19	21.75		my9400_rel_o2nofp.cz12a_c24r64
3755.9	60094.1	0.000	0.000	0.205	16.00	4113.9	120042	1.381	0.038	11.33	29.30	0.003	2.526	0.000	0.000	0.044	12.63	0.000	0.000	48.89	26.73		my9500_rel_o2nofp.cz13a_c24r64

qp100.L2

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r64nonzero7.42577.02015.5390.0160.036
my5744_rel_o2nofp.cz12a_c24r640.00123.04276.1450.812nonzero0.021
my8044_rel_o2nofp.cz12a_c24r640.00122.05475.3612.4900.095nonzero0.081
my8407_rel_o2nofp.cz12a_c24r640.00118.70378.1223.0660.109nonzero0.104
my9400_rel_o2nofp.cz12a_c24r640.00118.05978.7193.1050.1160.059
my9500_rel_o2nofp.cz13a_c24r64nonzero20.12976.8002.9560.1150.059

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
my5651_rel_o2nofp.cz12a_c24r640.0079.96589.8300.1980.309
my5744_rel_o2nofp.cz12a_c24r6428.15671.2400.6040.137
my8044_rel_o2nofp.cz12a_c24r6447.06951.2151.7150.160
my8407_rel_o2nofp.cz12a_c24r6433.46563.5562.9790.134
my9400_rel_o2nofp.cz12a_c24r6429.90367.9342.1630.177
my9500_rel_o2nofp.cz13a_c24r6426.34069.0904.5690.164

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
my5651_rel_o2nofp.cz12a_c24r641.97929.80264.1604.0590.159
my5744_rel_o2nofp.cz12a_c24r6487.35812.6320.0100.018
my8044_rel_o2nofp.cz12a_c24r6495.1044.4240.4620.0100.079
my8407_rel_o2nofp.cz12a_c24r6493.4106.1600.4310.052
my9400_rel_o2nofp.cz12a_c24r6488.71210.6910.5940.0030.076
my9500_rel_o2nofp.cz13a_c24r6479.95819.2290.8020.0100.068

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
797	3035	27779	433.7	7194.7	194.4	9.153	146.330	9.028	249.775	122358	21.0	40.314	1661	411.6	473.4	47.3	0.036	384	240	my5651_rel_o2nofp.cz12a_c24r64
797	5759	46182	721.6	8528.3	205.4	8.019	128.304	10.702	263.937	154174	12.3	26.771	513	409.2	469.1	49.0	0.021	752	256	my5744_rel_o2nofp.cz12a_c24r64
796	5680	45659	713.4	7446.7	208.2	8.039	128.628	9.350	267.720	149701	12.4	26.358	524	405.6	464.6	48.6	0.081	752	288	my8044_rel_o2nofp.cz12a_c24r64
797	5434	43934	686.5	7440.4	208.0	8.085	129.353	9.337	267.254	145505	13.1	26.775	579	405.8	562.7	48.4	0.104	720	256	my8407_rel_o2nofp.cz12a_c24r64
797	5322	43227	675.4	7418.4	207.5	8.122	129.947	9.309	266.592	141062	13.1	26.504	591	405.4	562.0	47.8	0.059	704	272	my9400_rel_o2nofp.cz12a_c24r64
796	5479	44319	692.5	7414.4	207.5	8.089	129.416	9.310	266.760	144358	13.0	26.347	569	405.4	562.1	49.4	0.059	720	256	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
27778.8	444125	0.000	0.000	0.154	15.99	7194.7	199046	6.737	0.104	0.592	28.57	0.003	0.166	0.000	0.000	0.003	0.831	0.000	0.000	8.332	93.41		my5651_rel_o2nofp.cz12a_c24r64
46182.3	738916	0.000	0.000	0.144	16.00	8528.3	210331	6.915	0.087	0.494	25.05	0.002	0.007	0.000	0.000	0.003	0.033	0.000	0.000	10.68	99.97		my5744_rel_o2nofp.cz12a_c24r64
45659.0	730545	0.000	0.000	0.163	16.00	7446.7	213212	1.588	0.023	10.24	28.66	0.002	0.007	0.000	0.000	0.003	0.033	0.000	0.000	85.17	99.97		my8044_rel_o2nofp.cz12a_c24r64
43934.0	702943	0.000	0.000	0.175	16.00	7440.4	212975	1.941	0.028	10.92	28.65	0.008	0.038	0.000	0.000	0.011	0.151	0.000	0.000	90.46	99.96		my8407_rel_o2nofp.cz12a_c24r64
43226.9	691630	0.000	0.000	0.169	16.00	7418.4	212447	2.289	0.033	10.91	28.67	0.012	0.098	0.000	0.000	0.015	0.443	0.000	0.000	89.95	99.96		my9400_rel_o2nofp.cz12a_c24r64
44318.6	709097	0.000	0.000	0.168	16.00	7414.4	212448	1.943	0.028	10.75	28.68	0.008	5.483	0.000	0.000	0.012	25.98	0.000	0.000	89.33	99.97		my9500_rel_o2nofp.cz13a_c24r64

qr500.L3

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r6494.7553.4401.5540.2400.0110.058
my5744_rel_o2nofp.cz12a_c24r6499.2090.6650.1180.0080.0010.059
my8044_rel_o2nofp.cz12a_c24r6499.3510.6230.0180.0060.003nonzero0.098
my8407_rel_o2nofp.cz12a_c24r6499.2570.7110.0230.0050.004nonzero0.105
my9400_rel_o2nofp.cz12a_c24r6499.3780.5930.0210.0060.003nonzero0.095
my9500_rel_o2nofp.cz13a_c24r6499.3430.6250.0220.0050.004nonzero0.100

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
my5651_rel_o2nofp.cz12a_c24r642.54587.8089.6330.0140.425
my5744_rel_o2nofp.cz12a_c24r6427.84969.8262.3240.227
my8044_rel_o2nofp.cz12a_c24r6431.87651.28416.8170.0240.335
my8407_rel_o2nofp.cz12a_c24r6432.50546.73220.7310.0330.307
my9400_rel_o2nofp.cz12a_c24r6432.34847.78719.8420.0240.300
my9500_rel_o2nofp.cz13a_c24r6430.76948.23920.9680.0240.333

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
my5651_rel_o2nofp.cz12a_c24r6423.74765.26910.3350.6490.0010.296
my5744_rel_o2nofp.cz12a_c24r6488.27011.4640.2660.047
my8044_rel_o2nofp.cz12a_c24r6489.7495.8803.8380.5270.0060.296
my8407_rel_o2nofp.cz12a_c24r6489.0796.3163.8890.7160.244
my9400_rel_o2nofp.cz12a_c24r6489.7125.2904.0090.9900.198
my9500_rel_o2nofp.cz13a_c24r6489.6336.1863.3240.8560.187

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3982	45152	17593	273.3	27605.0	587.7	0.390	6.199	6.932	151.119	374753	35.8	8.300	190	411.6	473.4	47.3	0.058	5934	688	my5651_rel_o2nofp.cz12a_c24r64
3984	53981	17848	278.9	22395.8	601.8	0.331	5.290	5.621	154.669	401590	46.0	7.439	205	409.2	469.1	49.0	0.059	6911	3312	my5744_rel_o2nofp.cz12a_c24r64
3984	53495	17088	267.0	20596.3	584.7	0.319	5.111	5.169	150.273	419608	47.1	7.844	211	405.6	464.6	48.6	0.098	6719	6223	my8044_rel_o2nofp.cz12a_c24r64
3984	52443	17097	267.1	20625.3	585.2	0.326	5.216	5.176	150.392	414666	47.4	7.907	217	405.8	563.4	48.4	0.105	6575	6111	my8407_rel_o2nofp.cz12a_c24r64
3982	53801	17066	266.6	20581.2	584.4	0.317	5.075	5.168	150.264	415639	47.1	7.726	210	405.4	562.7	47.8	0.095	6751	6223	my9400_rel_o2nofp.cz12a_c24r64
3984	54100	17065	266.6	20570.8	584.3	0.315	5.047	5.163	150.158	416670	47.0	7.702	209	405.4	562.8	49.4	0.100	6799	6351	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
17593.4	279907	0.000	0.000	0.218	15.91	27605.0	601800	18.23	0.065	0.425	22.00	0.009	0.100	0.000	0.000	0.011	0.465	0.000	0.000	15.21	96.70		my5651_rel_o2nofp.cz12a_c24r64
17848.3	285572	0.000	0.000	0.240	16.00	22395.8	616277	15.78	0.072	0.705	27.56	0.003	0.011	0.000	0.000	0.001	0.033	0.000	0.000	20.11	87.49		my5744_rel_o2nofp.cz12a_c24r64
17088.1	273410	0.000	0.000	0.635	16.00	20596.3	598762	1.773	0.011	13.33	29.16	0.013	0.053	0.000	0.000	0.022	0.244	0.000	0.000	287.3	89.37		my8044_rel_o2nofp.cz12a_c24r64
17096.9	273551	0.000	0.000	0.713	16.00	20625.3	599238	6.422	0.031	13.99	29.14	0.036	0.164	0.000	0.000	0.107	0.659	0.000	0.000	303.0	93.18		my8407_rel_o2nofp.cz12a_c24r64
17065.6	273049	0.000	0.000	0.668	16.00	20581.2	598395	2.140	0.013	13.95	29.17	0.034	0.270	0.000	0.000	0.185	1.219	0.000	0.000	301.0	92.72		my9400_rel_o2nofp.cz12a_c24r64
17065.3	273044	0.000	0.000	0.716	16.00	20570.8	598303	2.029	0.012	14.16	29.18	0.034	23.18	0.000	0.000	0.222	111.6	0.000	0.000	305.5	93.53		my9500_rel_o2nofp.cz13a_c24r64

qp500.L4

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r640.00629.51869.4820.9940.048
my5744_rel_o2nofp.cz12a_c24r640.05053.20046.4000.3500.047
my8044_rel_o2nofp.cz12a_c24r640.15552.81144.8492.1820.0030.104
my8407_rel_o2nofp.cz12a_c24r640.04247.14649.9982.8080.0040.106
my9400_rel_o2nofp.cz12a_c24r640.05948.62948.7092.5990.0040.105
my9500_rel_o2nofp.cz13a_c24r640.04746.04350.9602.9420.0080.128

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
my5651_rel_o2nofp.cz12a_c24r641.24963.10335.6100.0390.400
my5744_rel_o2nofp.cz12a_c24r641.67792.1696.1530.189
my8044_rel_o2nofp.cz12a_c24r6421.11567.69611.1900.225
my8407_rel_o2nofp.cz12a_c24r6414.48969.04616.4650.255
my9400_rel_o2nofp.cz12a_c24r6415.33368.87815.7880.0010.284
my9500_rel_o2nofp.cz13a_c24r6413.34566.43120.2240.221

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
my5651_rel_o2nofp.cz12a_c24r6421.13759.97318.1350.7530.0010.256
my5744_rel_o2nofp.cz12a_c24r6478.56721.1000.3330.052
my8044_rel_o2nofp.cz12a_c24r6490.6196.9022.4180.0600.116
my8407_rel_o2nofp.cz12a_c24r6488.5258.7312.6510.0940.124
my9400_rel_o2nofp.cz12a_c24r6487.7119.1722.9400.1760.159
my9500_rel_o2nofp.cz13a_c24r6486.84210.1242.8340.2000.179

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3982	1374	24570	382.3	21966.1	431.1	17.876	284.837	5.516	110.858	169437	23.5	123.272	4103	411.6	473.4	47.3	0.048	176	128	my5651_rel_o2nofp.cz12a_c24r64
3982	1836	34883	545.0	24825.0	628.8	19.000	304.004	6.234	161.686	162678	17.2	88.610	2248	409.2	469.1	49.0	0.047	224	112	my5744_rel_o2nofp.cz12a_c24r64
3984	1764	34634	541.1	23069.6	648.4	19.628	314.046	5.790	166.634	177209	17.4	100.430	2367	405.6	464.6	48.7	0.104	224	128	my8044_rel_o2nofp.cz12a_c24r64
3984	1484	31932	498.9	22623.1	635.7	21.514	344.229	5.678	163.381	166872	17.6	112.432	2846	405.8	564.2	48.4	0.106	192	112	my8407_rel_o2nofp.cz12a_c24r64
3982	1537	32448	507.0	22678.0	637.6	21.116	337.850	5.695	163.954	160516	17.7	104.455	2764	405.4	563.4	47.9	0.105	192	128	my9400_rel_o2nofp.cz12a_c24r64
3984	1424	31237	488.1	22342.7	628.7	21.939	351.023	5.607	161.567	155032	17.2	108.886	2899	405.4	563.5	49.4	0.128	176	128	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
24569.9	391508	0.000	0.000	0.233	15.93	21966.1	441469	16.16	0.074	0.413	20.19	0.009	0.255	0.000	0.000	0.011	1.163	0.000	0.000	14.69	94.00		my5651_rel_o2nofp.cz12a_c24r64
34882.6	558121	0.000	0.000	0.357	16.00	24825.0	643881	15.75	0.064	0.889	25.98	0.004	0.018	0.000	0.000	0.004	0.066	0.000	0.000	34.47	99.96		my5744_rel_o2nofp.cz12a_c24r64
34633.5	554135	0.000	0.000	0.567	16.00	23069.6	663952	2.114	0.010	13.13	28.78	0.007	0.027	0.000	0.000	0.010	0.111	0.000	0.000	322.5	99.98		my8044_rel_o2nofp.cz12a_c24r64
31931.6	510905	0.000	0.000	0.654	16.00	22623.1	650993	3.040	0.013	13.75	28.78	0.035	0.157	0.000	0.000	0.135	0.663	0.000	0.000	331.8	99.99		my8407_rel_o2nofp.cz12a_c24r64
32448.4	519173	0.000	0.000	0.629	16.00	22678.0	652912	2.632	0.011	13.87	28.79	0.033	0.266	0.000	0.000	0.088	1.241	0.000	0.000	334.9	99.98		my9400_rel_o2nofp.cz12a_c24r64
31236.7	499787	0.000	0.000	0.682	16.00	22342.7	643765	2.428	0.012	14.15	28.81	0.035	24.44	0.000	0.000	0.065	117.6	0.000	0.000	337.4	99.99		my9500_rel_o2nofp.cz13a_c24r64

qr1000.L5

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r6490.1415.9933.4010.4570.008nonzero0.074
my5744_rel_o2nofp.cz12a_c24r6493.7174.4831.6590.1350.0070.062
my8044_rel_o2nofp.cz12a_c24r6490.2098.0731.6320.0610.025nonzero0.117
my8407_rel_o2nofp.cz12a_c24r6485.29112.7891.8150.0700.034nonzero0.161
my9400_rel_o2nofp.cz12a_c24r6485.98312.0521.8610.0700.034nonzero0.130
my9500_rel_o2nofp.cz13a_c24r6487.43410.5961.8650.0710.033nonzero0.118

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
my5651_rel_o2nofp.cz12a_c24r6413.76779.9656.267nonzero0.272
my5744_rel_o2nofp.cz12a_c24r645.18885.3179.4950.198
my8044_rel_o2nofp.cz12a_c24r6421.22567.09011.6220.0640.370
my8407_rel_o2nofp.cz12a_c24r6426.02360.64013.3080.0290.306
my9400_rel_o2nofp.cz12a_c24r6423.58762.62313.7480.0420.329
my9500_rel_o2nofp.cz13a_c24r6426.02860.01113.9330.0280.331

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
my5651_rel_o2nofp.cz12a_c24r6434.14557.0698.5600.2260.200
my5744_rel_o2nofp.cz12a_c24r6466.16932.6811.150nonzero0.067
my8044_rel_o2nofp.cz12a_c24r6450.03041.6797.1541.1370.208
my8407_rel_o2nofp.cz12a_c24r6456.59937.0335.7380.6310.199
my9400_rel_o2nofp.cz12a_c24r6455.51837.3896.1650.9290.211
my9500_rel_o2nofp.cz13a_c24r6457.20136.6575.4900.6520.204

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
7947	31320	16822	259.7	29183.8	646.0	0.537	8.492	3.672	83.244	304674	38.2	9.728	293	411.6	473.4	47.3	0.074	4079	416	my5651_rel_o2nofp.cz12a_c24r64
7947	36906	18872	294.9	29525.9	724.2	0.511	8.182	3.715	93.321	344391	49.6	9.332	323	409.2	469.1	49.0	0.062	4911	896	my5744_rel_o2nofp.cz12a_c24r64
7965	36124	18747	292.9	25456.8	721.8	0.519	8.303	3.196	92.795	337420	50.8	9.341	338	405.6	464.6	48.7	0.117	4655	2784	my8044_rel_o2nofp.cz12a_c24r64
7960	34162	17580	274.7	24045.4	681.9	0.515	8.234	3.021	87.715	321452	49.2	9.410	346	405.8	565.6	48.4	0.161	4607	2528	my8407_rel_o2nofp.cz12a_c24r64
7965	34519	17616	275.2	24087.7	683.5	0.510	8.165	3.024	87.875	315139	49.4	9.129	343	405.4	564.8	47.9	0.130	4623	2560	my9400_rel_o2nofp.cz12a_c24r64
7960	34947	17456	272.7	23700.6	672.8	0.499	7.992	2.977	86.556	317163	48.9	9.076	336	405.4	565.0	49.4	0.118	4751	2623	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
16822.4	265968	0.000	0.000	0.234	15.81	29183.8	661541	33.75	0.116	0.514	22.69	0.020	0.243	0.000	0.000	0.025	1.031	0.000	0.000	18.90	98.86		my5651_rel_o2nofp.cz12a_c24r64
18872.0	301953	0.000	0.000	0.291	16.00	29525.9	741625	30.47	0.103	0.832	25.14	0.009	0.044	0.000	0.000	0.008	0.144	0.000	0.000	30.14	99.80		my5744_rel_o2nofp.cz12a_c24r64
18746.8	299949	0.000	0.000	0.850	16.00	25456.8	739074	1.886	0.008	13.47	29.03	0.011	0.044	0.000	0.000	0.012	0.166	0.000	0.000	358.8	99.54		my8044_rel_o2nofp.cz12a_c24r64
17580.0	281279	0.000	0.000	0.928	16.00	24045.4	698223	6.731	0.028	14.22	29.04	0.043	0.204	0.000	0.000	0.185	0.739	0.000	0.000	358.2	99.66		my8407_rel_o2nofp.cz12a_c24r64
17615.8	281852	0.000	0.000	0.916	16.00	24087.7	699888	2.219	0.011	14.42	29.06	0.041	0.328	0.000	0.000	0.240	1.374	0.000	0.000	363.5	99.65		my9400_rel_o2nofp.cz12a_c24r64
17455.7	279291	0.000	0.000	0.942	16.00	23700.6	688993	6.530	0.028	14.48	29.07	0.042	26.17	0.000	0.000	0.139	122.6	0.000	0.000	359.6	99.68		my9500_rel_o2nofp.cz13a_c24r64

qp1000.L6

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my5651_rel_o2nofp.cz12a_c24r640.00437.21862.2430.5350.062
my5744_rel_o2nofp.cz12a_c24r640.00147.44352.1880.368nonzero0.068
my8044_rel_o2nofp.cz12a_c24r640.01846.49850.9292.5530.0020.110
my8407_rel_o2nofp.cz12a_c24r640.01449.63347.6092.7420.0030.121
my9400_rel_o2nofp.cz12a_c24r640.01249.07348.2292.6820.0040.123
my9500_rel_o2nofp.cz13a_c24r640.01549.76247.4862.7310.0060.129

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
my5651_rel_o2nofp.cz12a_c24r64nonzero13.25774.37412.3440.0240.437
my5744_rel_o2nofp.cz12a_c24r6424.19174.1941.6150.216
my8044_rel_o2nofp.cz12a_c24r6423.17969.1487.6700.0030.346
my8407_rel_o2nofp.cz12a_c24r6425.93165.2128.8520.0050.338
my9400_rel_o2nofp.cz12a_c24r6425.31765.7868.8950.0010.267
my9500_rel_o2nofp.cz13a_c24r6427.08363.5429.3740.0010.318

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
my5651_rel_o2nofp.cz12a_c24r643.27959.97134.8761.8730.0010.265
my5744_rel_o2nofp.cz12a_c24r6423.66472.5243.7650.0480.128
my8044_rel_o2nofp.cz12a_c24r643.87288.2787.4820.3680.213
my8407_rel_o2nofp.cz12a_c24r643.35288.7167.4410.4910.196
my9400_rel_o2nofp.cz12a_c24r642.98488.9717.5560.4890.199
my9500_rel_o2nofp.cz13a_c24r643.10289.0387.4300.4310.204

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
7943	1448	23401	362.6	17271.0	393.5	16.166	256.520	2.174	50.733	165251	31.2	114.163	5173	411.6	473.4	47.3	0.062	176	128	my5651_rel_o2nofp.cz12a_c24r64
7956	1793	34559	540.0	24375.0	647.9	19.272	308.356	3.064	83.397	167494	23.5	93.405	3145	409.2	469.1	49.0	0.068	224	112	my5744_rel_o2nofp.cz12a_c24r64
7956	1584	33132	517.7	23520.5	666.3	20.921	334.734	2.956	85.758	181281	26.0	114.467	3940	405.6	464.6	48.7	0.110	192	112	my8044_rel_o2nofp.cz12a_c24r64
7951	1519	31440	491.3	22318.0	632.0	20.702	331.231	2.807	81.392	173024	26.1	113.929	4125	405.8	567.0	48.4	0.121	192	112	my8407_rel_o2nofp.cz12a_c24r64
7960	1524	31689	495.1	22529.9	638.3	20.792	332.670	2.830	82.112	164966	26.1	108.238	4110	405.4	566.2	47.9	0.123	192	112	my9400_rel_o2nofp.cz12a_c24r64
7947	1494	31088	485.7	22106.1	626.8	20.815	333.042	2.782	80.761	162864	24.9	109.048	4001	405.4	566.4	49.4	0.129	192	112	my9500_rel_o2nofp.cz13a_c24r64

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
23400.6	371313	0.000	0.000	0.222	15.87	17271.0	402953	23.43	0.140	0.586	23.73	0.011	0.183	0.000	0.000	0.008	0.773	0.000	0.000	15.07	93.50		my5651_rel_o2nofp.cz12a_c24r64
34559.0	552944	0.000	0.000	0.362	16.00	24375.0	663490	21.13	0.087	0.947	27.25	0.010	0.049	0.000	0.000	0.010	0.188	0.000	0.000	35.58	100.00		my5744_rel_o2nofp.cz12a_c24r64
33132.4	530118	0.000	0.000	0.582	16.00	23520.5	682275	2.649	0.012	13.21	29.01	0.010	0.055	0.000	0.000	0.015	0.221	0.000	0.000	329.9	100.00		my8044_rel_o2nofp.cz12a_c24r64
31440.0	503040	0.000	0.000	0.599	16.00	22318.0	647182	3.341	0.014	13.85	29.00	0.043	0.208	0.000	0.000	0.089	0.751	0.000	0.000	327.6	100.00		my8407_rel_o2nofp.cz12a_c24r64
31688.9	507022	0.000	0.000	0.590	16.00	22529.9	653622	2.926	0.013	13.86	29.01	0.041	0.325	0.000	0.000	0.129	1.359	0.000	0.000	330.7	100.00		my9400_rel_o2nofp.cz12a_c24r64
31087.5	497399	0.000	0.000	0.613	16.00	22106.1	641804	3.608	0.016	14.14	29.04	0.041	26.09	0.000	0.000	0.060	120.8	0.000	0.000	331.4	100.00		my9500_rel_o2nofp.cz13a_c24r64

l.i0

l.i0: load without secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
387973	0	2725	10.6	2533.7	138.7	0.007	0.028	0.007	0.366	86016	36.7	0.222	23	131.6	182.1	47.1	0.564	48391	34195	my5651_rel_o2nofp.cz12a_c24r64
533049	0	1	0.0	3510.7	191.3	0.000	0.000	0.007	0.367	68691	44.6	0.129	20	131.6	182.1	48.8	0.265	68088	51993	my5744_rel_o2nofp.cz12a_c24r64
491521	0	1	0.0	3304.6	183.6	0.000	0.000	0.007	0.383	96996	47.4	0.197	23	131.1	181.7	47.8	0.283	63592	43694	my8044_rel_o2nofp.cz12a_c24r64
485084	0	1	0.0	3262.7	181.3	0.000	0.000	0.007	0.383	94996	46.9	0.196	23	131.1	274.6	48.7	0.281	63292	42795	my8407_rel_o2nofp.cz12a_c24r64
493705	0	1	0.0	3313.1	184.3	0.000	0.000	0.007	0.382	67507	43.1	0.137	21	131.1	274.6	49.1	0.279	63392	46794	my9400_rel_o2nofp.cz12a_c24r64
488281	0	1	0.0	3280.8	182.4	0.000	0.000	0.007	0.382	67401	42.5	0.138	21	131.1	274.6	49.2	0.292	62992	46394	my9500_rel_o2nofp.cz13a_c24r64

l.x

l.x: create secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
252270	0	3768	232.7	16489.0	581.1	0.015	0.945	0.065	2.359	59059	25.3	0.234	24	278.6	329.1	47.3	0.002	NA	NA	my5651_rel_o2nofp.cz12a_c24r64
692521	0	7086	629.3	10652.5	769.6	0.010	0.930	0.015	1.138	45093	23.5	0.065	8	302.9	353.4	49.2	0.033	NA	NA	my5744_rel_o2nofp.cz12a_c24r64
549904	0	7503	722.4	16941.0	804.9	0.014	1.345	0.031	1.499	46901	38.8	0.085	17	301.8	352.4	48.1	0.008	NA	NA	my8044_rel_o2nofp.cz12a_c24r64
557880	0	7597	732.8	17195.2	816.4	0.014	1.345	0.031	1.499	47035	38.4	0.084	17	301.8	445.2	47.7	0.003	NA	NA	my8407_rel_o2nofp.cz12a_c24r64
534474	0	7254	694.1	16471.8	782.5	0.014	1.330	0.031	1.499	44958	36.5	0.084	16	301.8	445.2	49.3	0.002	NA	NA	my9400_rel_o2nofp.cz12a_c24r64
535332	0	7276	701.6	16512.8	783.7	0.014	1.342	0.031	1.499	45500	36.6	0.085	16	301.8	445.2	49.5	0.006	NA	NA	my9500_rel_o2nofp.cz13a_c24r64

l.i1

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
8290	0	15277	235.4	26862.1	676.8	1.843	29.082	3.240	83.604	123244	19.4	14.866	562	411.6	473.2	47.3	4.342	750	300	my5651_rel_o2nofp.cz12a_c24r64
8002	0	16599	259.4	26597.2	706.5	2.074	33.190	3.324	90.403	132655	19.8	16.578	594	409.1	468.9	49.0	0.449	750	300	my5744_rel_o2nofp.cz12a_c24r64
7319	0	15874	248.0	23010.5	685.5	2.169	34.700	3.144	95.899	143609	20.5	19.621	672	405.5	464.3	48.7	0.891	850	250	my8044_rel_o2nofp.cz12a_c24r64
7039	0	15240	238.1	22142.1	659.1	2.165	34.641	3.146	95.886	138214	20.1	19.635	685	405.8	560.7	48.5	0.787	800	250	my8407_rel_o2nofp.cz12a_c24r64
6801	0	14899	232.8	21660.5	644.7	2.191	35.049	3.185	97.071	122792	19.6	18.054	692	405.4	559.9	47.9	0.870	800	250	my9400_rel_o2nofp.cz12a_c24r64
7094	0	15508	242.3	22391.5	666.9	2.186	34.978	3.157	96.274	127829	19.7	18.020	667	405.3	560.0	49.4	0.984	850	300	my9500_rel_o2nofp.cz13a_c24r64

l.i2

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1511	0	15573	238.4	23779.5	567.3	10.306	161.576	15.737	384.421	110180	12.4	72.914	1969	411.6	473.4	47.3	0.200	115	80	my5651_rel_o2nofp.cz12a_c24r64
1964	0	18162	283.8	24936.2	670.8	9.247	147.949	12.696	349.724	129133	16.3	65.747	1992	409.2	469.1	49.0	0.199	135	95	my5744_rel_o2nofp.cz12a_c24r64
1800	0	16709	261.1	21683.4	613.8	9.284	148.546	12.048	349.248	147372	16.1	81.887	2147	405.6	464.6	48.7	0.375	140	90	my8044_rel_o2nofp.cz12a_c24r64
1732	0	16043	250.7	20832.9	589.2	9.265	148.241	12.031	348.455	141637	15.8	81.796	2190	405.8	562.5	48.5	0.730	135	85	my8407_rel_o2nofp.cz12a_c24r64
1664	0	15448	241.4	20038.4	566.8	9.287	148.588	12.046	348.922	122609	14.5	73.705	2092	405.4	561.7	47.9	0.451	135	80	my9400_rel_o2nofp.cz12a_c24r64
1720	0	15904	248.5	20627.8	583.7	9.244	147.911	11.990	347.453	126618	14.6	73.598	2037	405.4	561.8	49.4	0.583	135	85	my9500_rel_o2nofp.cz13a_c24r64

qr100.L1

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
796	72637	4134	64.3	3958.3	112.6	0.057	0.906	4.970	144.718	436517	34.1	6.010	113	411.6	473.4	47.3	0.017	9198	6991	my5651_rel_o2nofp.cz12a_c24r64
796	62687	4087	63.9	4092.3	116.5	0.065	1.043	5.138	149.768	375231	35.8	5.986	137	409.2	469.1	49.0	0.017	7951	5519	my5744_rel_o2nofp.cz12a_c24r64
796	60578	3749	58.6	4144.5	118.0	0.062	0.990	5.204	151.760	367895	36.5	6.073	145	405.6	464.6	48.7	0.065	7615	7359	my8044_rel_o2nofp.cz12a_c24r64
796	59437	3758	58.7	4117.7	117.2	0.063	1.012	5.170	150.758	362638	36.2	6.101	146	405.8	562.6	48.5	0.062	7503	6831	my8407_rel_o2nofp.cz12a_c24r64
797	61258	3756	58.7	4127.0	117.6	0.061	0.981	5.179	151.056	370665	36.2	6.051	142	405.4	561.8	47.9	0.054	7727	7151	my9400_rel_o2nofp.cz12a_c24r64
796	61431	3756	58.7	4113.9	117.2	0.061	0.978	5.166	150.731	373140	36.5	6.074	143	405.4	562.0	49.4	0.058	7791	7311	my9500_rel_o2nofp.cz13a_c24r64

qp100.L2

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
797	3035	27779	433.7	7194.7	194.4	9.153	146.330	9.028	249.775	122358	21.0	40.314	1661	411.6	473.4	47.3	0.036	384	240	my5651_rel_o2nofp.cz12a_c24r64
797	5759	46182	721.6	8528.3	205.4	8.019	128.304	10.702	263.937	154174	12.3	26.771	513	409.2	469.1	49.0	0.021	752	256	my5744_rel_o2nofp.cz12a_c24r64
796	5680	45659	713.4	7446.7	208.2	8.039	128.628	9.350	267.720	149701	12.4	26.358	524	405.6	464.6	48.6	0.081	752	288	my8044_rel_o2nofp.cz12a_c24r64
797	5434	43934	686.5	7440.4	208.0	8.085	129.353	9.337	267.254	145505	13.1	26.775	579	405.8	562.7	48.4	0.104	720	256	my8407_rel_o2nofp.cz12a_c24r64
797	5322	43227	675.4	7418.4	207.5	8.122	129.947	9.309	266.592	141062	13.1	26.504	591	405.4	562.0	47.8	0.059	704	272	my9400_rel_o2nofp.cz12a_c24r64
796	5479	44319	692.5	7414.4	207.5	8.089	129.416	9.310	266.760	144358	13.0	26.347	569	405.4	562.1	49.4	0.059	720	256	my9500_rel_o2nofp.cz13a_c24r64

qr500.L3

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3982	45152	17593	273.3	27605.0	587.7	0.390	6.199	6.932	151.119	374753	35.8	8.300	190	411.6	473.4	47.3	0.058	5934	688	my5651_rel_o2nofp.cz12a_c24r64
3984	53981	17848	278.9	22395.8	601.8	0.331	5.290	5.621	154.669	401590	46.0	7.439	205	409.2	469.1	49.0	0.059	6911	3312	my5744_rel_o2nofp.cz12a_c24r64
3984	53495	17088	267.0	20596.3	584.7	0.319	5.111	5.169	150.273	419608	47.1	7.844	211	405.6	464.6	48.6	0.098	6719	6223	my8044_rel_o2nofp.cz12a_c24r64
3984	52443	17097	267.1	20625.3	585.2	0.326	5.216	5.176	150.392	414666	47.4	7.907	217	405.8	563.4	48.4	0.105	6575	6111	my8407_rel_o2nofp.cz12a_c24r64
3982	53801	17066	266.6	20581.2	584.4	0.317	5.075	5.168	150.264	415639	47.1	7.726	210	405.4	562.7	47.8	0.095	6751	6223	my9400_rel_o2nofp.cz12a_c24r64
3984	54100	17065	266.6	20570.8	584.3	0.315	5.047	5.163	150.158	416670	47.0	7.702	209	405.4	562.8	49.4	0.100	6799	6351	my9500_rel_o2nofp.cz13a_c24r64

qp500.L4

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3982	1374	24570	382.3	21966.1	431.1	17.876	284.837	5.516	110.858	169437	23.5	123.272	4103	411.6	473.4	47.3	0.048	176	128	my5651_rel_o2nofp.cz12a_c24r64
3982	1836	34883	545.0	24825.0	628.8	19.000	304.004	6.234	161.686	162678	17.2	88.610	2248	409.2	469.1	49.0	0.047	224	112	my5744_rel_o2nofp.cz12a_c24r64
3984	1764	34634	541.1	23069.6	648.4	19.628	314.046	5.790	166.634	177209	17.4	100.430	2367	405.6	464.6	48.7	0.104	224	128	my8044_rel_o2nofp.cz12a_c24r64
3984	1484	31932	498.9	22623.1	635.7	21.514	344.229	5.678	163.381	166872	17.6	112.432	2846	405.8	564.2	48.4	0.106	192	112	my8407_rel_o2nofp.cz12a_c24r64
3982	1537	32448	507.0	22678.0	637.6	21.116	337.850	5.695	163.954	160516	17.7	104.455	2764	405.4	563.4	47.9	0.105	192	128	my9400_rel_o2nofp.cz12a_c24r64
3984	1424	31237	488.1	22342.7	628.7	21.939	351.023	5.607	161.567	155032	17.2	108.886	2899	405.4	563.5	49.4	0.128	176	128	my9500_rel_o2nofp.cz13a_c24r64

qr1000.L5

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
7947	31320	16822	259.7	29183.8	646.0	0.537	8.492	3.672	83.244	304674	38.2	9.728	293	411.6	473.4	47.3	0.074	4079	416	my5651_rel_o2nofp.cz12a_c24r64
7947	36906	18872	294.9	29525.9	724.2	0.511	8.182	3.715	93.321	344391	49.6	9.332	323	409.2	469.1	49.0	0.062	4911	896	my5744_rel_o2nofp.cz12a_c24r64
7965	36124	18747	292.9	25456.8	721.8	0.519	8.303	3.196	92.795	337420	50.8	9.341	338	405.6	464.6	48.7	0.117	4655	2784	my8044_rel_o2nofp.cz12a_c24r64
7960	34162	17580	274.7	24045.4	681.9	0.515	8.234	3.021	87.715	321452	49.2	9.410	346	405.8	565.6	48.4	0.161	4607	2528	my8407_rel_o2nofp.cz12a_c24r64
7965	34519	17616	275.2	24087.7	683.5	0.510	8.165	3.024	87.875	315139	49.4	9.129	343	405.4	564.8	47.9	0.130	4623	2560	my9400_rel_o2nofp.cz12a_c24r64
7960	34947	17456	272.7	23700.6	672.8	0.499	7.992	2.977	86.556	317163	48.9	9.076	336	405.4	565.0	49.4	0.118	4751	2623	my9500_rel_o2nofp.cz13a_c24r64

qp1000.L6

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
7943	1448	23401	362.6	17271.0	393.5	16.166	256.520	2.174	50.733	165251	31.2	114.163	5173	411.6	473.4	47.3	0.062	176	128	my5651_rel_o2nofp.cz12a_c24r64
7956	1793	34559	540.0	24375.0	647.9	19.272	308.356	3.064	83.397	167494	23.5	93.405	3145	409.2	469.1	49.0	0.068	224	112	my5744_rel_o2nofp.cz12a_c24r64
7956	1584	33132	517.7	23520.5	666.3	20.921	334.734	2.956	85.758	181281	26.0	114.467	3940	405.6	464.6	48.7	0.110	192	112	my8044_rel_o2nofp.cz12a_c24r64
7951	1519	31440	491.3	22318.0	632.0	20.702	331.231	2.807	81.392	173024	26.1	113.929	4125	405.8	567.0	48.4	0.121	192	112	my8407_rel_o2nofp.cz12a_c24r64
7960	1524	31689	495.1	22529.9	638.3	20.792	332.670	2.830	82.112	164966	26.1	108.238	4110	405.4	566.2	47.9	0.123	192	112	my9400_rel_o2nofp.cz12a_c24r64
7947	1494	31088	485.7	22106.1	626.8	20.815	333.042	2.782	80.761	162864	24.9	109.048	4001	405.4	566.4	49.4	0.129	192	112	my9500_rel_o2nofp.cz13a_c24r64

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.428	98.941	0.359	0.254	0.017	0.001	0.000	0.000	0.000	0.564	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.202	99.674	0.094	0.015	0.015	nonzero	0.000	0.000	0.000	0.265	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	99.678	0.237	0.066	0.017	0.002	0.000	0.000	0.000	0.283	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	99.700	0.222	0.063	0.014	0.002	0.000	0.000	0.000	0.281	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	99.787	0.163	0.025	0.023	0.002	0.000	0.000	0.000	0.279	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	99.777	0.170	0.028	0.023	0.002	0.000	0.000	0.000	0.292	my9500_rel_o2nofp.cz13a_c24r64

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.033	21.880	54.256	23.705	0.115	0.011	nonzero	0.000	4.342	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.036	21.402	53.664	23.704	1.193	0.000	0.000	0.000	0.449	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.001	24.336	46.348	28.819	0.496	0.000	0.000	0.000	0.891	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.008	25.345	43.386	30.698	0.563	0.000	0.000	0.000	0.787	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.002	26.251	40.460	32.712	0.575	0.000	0.000	0.000	0.870	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.002	24.713	43.778	31.026	0.481	0.000	0.000	0.000	0.984	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	3.597	49.904	45.657	0.839	0.003	0.001	0.000	0.000	3.189	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	27.928	64.197	7.627	0.247	0.001	0.000	0.000	0.000	0.274	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	28.105	56.809	13.112	1.907	0.067	0.000	0.000	0.000	0.813	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	27.798	57.065	13.238	1.830	0.070	0.000	0.000	0.000	0.755	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	27.199	57.992	12.852	1.899	0.057	0.000	0.000	0.000	0.790	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	27.135	57.717	13.259	1.822	0.067	0.000	0.000	0.000	0.844	my9500_rel_o2nofp.cz13a_c24r64

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	1.601	15.205	26.668	55.375	1.150	0.000	0.000	0.000	0.000	0.200	my5651_rel_o2nofp.cz12a_c24r64
0.000	7.105	20.898	24.384	47.326	0.287	0.000	0.000	0.000	0.000	0.199	my5744_rel_o2nofp.cz12a_c24r64
0.000	3.281	7.861	39.070	46.986	2.802	0.001	0.000	0.000	0.000	0.375	my8044_rel_o2nofp.cz12a_c24r64
0.000	3.421	7.497	37.050	49.074	2.957	0.001	0.000	0.000	0.000	0.730	my8407_rel_o2nofp.cz12a_c24r64
0.000	3.186	7.261	35.491	50.555	3.506	0.001	0.000	0.000	0.000	0.451	my9400_rel_o2nofp.cz12a_c24r64
0.000	3.044	6.959	37.705	49.224	3.067	0.001	0.000	0.000	0.000	0.583	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.002	10.517	26.871	8.823	53.652	0.134	0.000	0.000	0.000	0.000	0.151	my5651_rel_o2nofp.cz12a_c24r64
0.000	42.989	11.270	1.136	44.523	0.083	0.000	0.000	0.000	0.000	0.199	my5744_rel_o2nofp.cz12a_c24r64
0.000	3.417	15.561	37.569	41.862	1.590	0.001	0.000	0.000	0.000	0.375	my8044_rel_o2nofp.cz12a_c24r64
0.000	3.674	14.657	36.820	43.285	1.564	0.001	0.000	0.000	0.000	0.735	my8407_rel_o2nofp.cz12a_c24r64
0.000	3.766	14.499	35.915	44.086	1.734	0.001	0.000	0.000	0.000	0.449	my9400_rel_o2nofp.cz12a_c24r64
0.000	3.492	13.966	37.448	43.483	1.609	0.001	0.000	0.000	0.000	0.492	my9500_rel_o2nofp.cz13a_c24r64

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.425	0.451	0.118	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my5651_rel_o2nofp.cz12a_c24r64
99.830	0.122	0.047	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my5744_rel_o2nofp.cz12a_c24r64
99.879	0.120	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.065	my8044_rel_o2nofp.cz12a_c24r64
99.871	0.126	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.062	my8407_rel_o2nofp.cz12a_c24r64
99.895	0.104	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.054	my9400_rel_o2nofp.cz12a_c24r64
99.889	0.109	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.058	my9500_rel_o2nofp.cz13a_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	13.365	86.622	0.014	0.000	0.000	0.000	0.000	0.069	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	94.417	5.583	0.000	0.000	0.000	0.000	0.000	0.034	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	68.604	31.396	0.000	0.000	0.000	0.000	0.000	0.041	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	52.226	41.094	6.681	0.000	0.000	0.000	0.000	0.181	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	77.309	22.608	0.083	0.000	0.000	0.000	0.000	0.119	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	60.750	39.111	0.139	0.000	0.000	0.000	0.000	0.113	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	23.969	69.507	6.524	0.000	0.000	0.000	0.000	0.000	0.036	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	75.281	24.719	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	64.938	35.062	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	94.802	2.163	2.882	0.153	0.000	0.000	0.000	0.000	0.130	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	86.965	12.986	0.000	0.049	0.000	0.000	0.000	0.000	0.106	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	76.365	23.514	0.000	0.122	0.000	0.000	0.000	0.000	0.106	my9500_rel_o2nofp.cz13a_c24r64

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	7.425	77.020	15.539	0.016	0.000	0.000	0.000	0.000	0.000	0.036	my5651_rel_o2nofp.cz12a_c24r64
0.001	23.042	76.145	0.812	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	my5744_rel_o2nofp.cz12a_c24r64
0.001	22.054	75.361	2.490	0.095	nonzero	0.000	0.000	0.000	0.000	0.081	my8044_rel_o2nofp.cz12a_c24r64
0.001	18.703	78.122	3.066	0.109	nonzero	0.000	0.000	0.000	0.000	0.104	my8407_rel_o2nofp.cz12a_c24r64
0.001	18.059	78.719	3.105	0.116	0.000	0.000	0.000	0.000	0.000	0.059	my9400_rel_o2nofp.cz12a_c24r64
nonzero	20.129	76.800	2.956	0.115	0.000	0.000	0.000	0.000	0.000	0.059	my9500_rel_o2nofp.cz13a_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.007	9.965	89.830	0.198	0.000	0.000	0.000	0.309	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	28.156	71.240	0.604	0.000	0.000	0.000	0.000	0.137	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	47.069	51.215	1.715	0.000	0.000	0.000	0.000	0.160	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	33.465	63.556	2.979	0.000	0.000	0.000	0.000	0.134	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	29.903	67.934	2.163	0.000	0.000	0.000	0.000	0.177	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	26.340	69.090	4.569	0.000	0.000	0.000	0.000	0.164	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	1.979	29.802	64.160	4.059	0.000	0.000	0.000	0.000	0.159	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	87.358	12.632	0.010	0.000	0.000	0.000	0.000	0.000	0.018	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	95.104	4.424	0.462	0.010	0.000	0.000	0.000	0.000	0.079	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	93.410	6.160	0.431	0.000	0.000	0.000	0.000	0.000	0.052	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	88.712	10.691	0.594	0.003	0.000	0.000	0.000	0.000	0.076	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	79.958	19.229	0.802	0.010	0.000	0.000	0.000	0.000	0.068	my9500_rel_o2nofp.cz13a_c24r64

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
94.755	3.440	1.554	0.240	0.011	0.000	0.000	0.000	0.000	0.000	0.058	my5651_rel_o2nofp.cz12a_c24r64
99.209	0.665	0.118	0.008	0.001	0.000	0.000	0.000	0.000	0.000	0.059	my5744_rel_o2nofp.cz12a_c24r64
99.351	0.623	0.018	0.006	0.003	nonzero	0.000	0.000	0.000	0.000	0.098	my8044_rel_o2nofp.cz12a_c24r64
99.257	0.711	0.023	0.005	0.004	nonzero	0.000	0.000	0.000	0.000	0.105	my8407_rel_o2nofp.cz12a_c24r64
99.378	0.593	0.021	0.006	0.003	nonzero	0.000	0.000	0.000	0.000	0.095	my9400_rel_o2nofp.cz12a_c24r64
99.343	0.625	0.022	0.005	0.004	nonzero	0.000	0.000	0.000	0.000	0.100	my9500_rel_o2nofp.cz13a_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	2.545	87.808	9.633	0.014	0.000	0.000	0.000	0.425	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	27.849	69.826	2.324	0.000	0.000	0.000	0.000	0.227	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	31.876	51.284	16.817	0.024	0.000	0.000	0.000	0.335	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	32.505	46.732	20.731	0.033	0.000	0.000	0.000	0.307	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	32.348	47.787	19.842	0.024	0.000	0.000	0.000	0.300	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	30.769	48.239	20.968	0.024	0.000	0.000	0.000	0.333	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	23.747	65.269	10.335	0.649	0.001	0.000	0.000	0.000	0.296	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	88.270	11.464	0.266	0.000	0.000	0.000	0.000	0.000	0.047	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	89.749	5.880	3.838	0.527	0.006	0.000	0.000	0.000	0.296	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	89.079	6.316	3.889	0.716	0.000	0.000	0.000	0.000	0.244	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	89.712	5.290	4.009	0.990	0.000	0.000	0.000	0.000	0.198	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	89.633	6.186	3.324	0.856	0.000	0.000	0.000	0.000	0.187	my9500_rel_o2nofp.cz13a_c24r64

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.006	29.518	69.482	0.994	0.000	0.000	0.000	0.000	0.000	0.048	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.050	53.200	46.400	0.350	0.000	0.000	0.000	0.000	0.000	0.047	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.155	52.811	44.849	2.182	0.003	0.000	0.000	0.000	0.000	0.104	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.042	47.146	49.998	2.808	0.004	0.000	0.000	0.000	0.000	0.106	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.059	48.629	48.709	2.599	0.004	0.000	0.000	0.000	0.000	0.105	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.047	46.043	50.960	2.942	0.008	0.000	0.000	0.000	0.000	0.128	my9500_rel_o2nofp.cz13a_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	1.249	63.103	35.610	0.039	0.000	0.000	0.000	0.400	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	1.677	92.169	6.153	0.000	0.000	0.000	0.000	0.189	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	21.115	67.696	11.190	0.000	0.000	0.000	0.000	0.225	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	14.489	69.046	16.465	0.000	0.000	0.000	0.000	0.255	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	15.333	68.878	15.788	0.001	0.000	0.000	0.000	0.284	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	13.345	66.431	20.224	0.000	0.000	0.000	0.000	0.221	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	21.137	59.973	18.135	0.753	0.001	0.000	0.000	0.000	0.256	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	78.567	21.100	0.333	0.000	0.000	0.000	0.000	0.000	0.052	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	90.619	6.902	2.418	0.060	0.000	0.000	0.000	0.000	0.116	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	88.525	8.731	2.651	0.094	0.000	0.000	0.000	0.000	0.124	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	87.711	9.172	2.940	0.176	0.000	0.000	0.000	0.000	0.159	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	86.842	10.124	2.834	0.200	0.000	0.000	0.000	0.000	0.179	my9500_rel_o2nofp.cz13a_c24r64

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
90.141	5.993	3.401	0.457	0.008	nonzero	0.000	0.000	0.000	0.000	0.074	my5651_rel_o2nofp.cz12a_c24r64
93.717	4.483	1.659	0.135	0.007	0.000	0.000	0.000	0.000	0.000	0.062	my5744_rel_o2nofp.cz12a_c24r64
90.209	8.073	1.632	0.061	0.025	nonzero	0.000	0.000	0.000	0.000	0.117	my8044_rel_o2nofp.cz12a_c24r64
85.291	12.789	1.815	0.070	0.034	nonzero	0.000	0.000	0.000	0.000	0.161	my8407_rel_o2nofp.cz12a_c24r64
85.983	12.052	1.861	0.070	0.034	nonzero	0.000	0.000	0.000	0.000	0.130	my9400_rel_o2nofp.cz12a_c24r64
87.434	10.596	1.865	0.071	0.033	nonzero	0.000	0.000	0.000	0.000	0.118	my9500_rel_o2nofp.cz13a_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	13.767	79.965	6.267	nonzero	0.000	0.000	0.000	0.272	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	5.188	85.317	9.495	0.000	0.000	0.000	0.000	0.198	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	21.225	67.090	11.622	0.064	0.000	0.000	0.000	0.370	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	26.023	60.640	13.308	0.029	0.000	0.000	0.000	0.306	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	23.587	62.623	13.748	0.042	0.000	0.000	0.000	0.329	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	26.028	60.011	13.933	0.028	0.000	0.000	0.000	0.331	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	34.145	57.069	8.560	0.226	0.000	0.000	0.000	0.000	0.200	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	66.169	32.681	1.150	nonzero	0.000	0.000	0.000	0.000	0.067	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	50.030	41.679	7.154	1.137	0.000	0.000	0.000	0.000	0.208	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	56.599	37.033	5.738	0.631	0.000	0.000	0.000	0.000	0.199	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	55.518	37.389	6.165	0.929	0.000	0.000	0.000	0.000	0.211	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	57.201	36.657	5.490	0.652	0.000	0.000	0.000	0.000	0.204	my9500_rel_o2nofp.cz13a_c24r64

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.004	37.218	62.243	0.535	0.000	0.000	0.000	0.000	0.000	0.062	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.001	47.443	52.188	0.368	nonzero	0.000	0.000	0.000	0.000	0.068	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.018	46.498	50.929	2.553	0.002	0.000	0.000	0.000	0.000	0.110	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.014	49.633	47.609	2.742	0.003	0.000	0.000	0.000	0.000	0.121	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.012	49.073	48.229	2.682	0.004	0.000	0.000	0.000	0.000	0.123	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.015	49.762	47.486	2.731	0.006	0.000	0.000	0.000	0.000	0.129	my9500_rel_o2nofp.cz13a_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	nonzero	13.257	74.374	12.344	0.024	0.000	0.000	0.000	0.437	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	24.191	74.194	1.615	0.000	0.000	0.000	0.000	0.216	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	23.179	69.148	7.670	0.003	0.000	0.000	0.000	0.346	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	25.931	65.212	8.852	0.005	0.000	0.000	0.000	0.338	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	25.317	65.786	8.895	0.001	0.000	0.000	0.000	0.267	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	0.000	27.083	63.542	9.374	0.001	0.000	0.000	0.000	0.318	my9500_rel_o2nofp.cz13a_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	3.279	59.971	34.876	1.873	0.001	0.000	0.000	0.000	0.265	my5651_rel_o2nofp.cz12a_c24r64
0.000	0.000	23.664	72.524	3.765	0.048	0.000	0.000	0.000	0.000	0.128	my5744_rel_o2nofp.cz12a_c24r64
0.000	0.000	3.872	88.278	7.482	0.368	0.000	0.000	0.000	0.000	0.213	my8044_rel_o2nofp.cz12a_c24r64
0.000	0.000	3.352	88.716	7.441	0.491	0.000	0.000	0.000	0.000	0.196	my8407_rel_o2nofp.cz12a_c24r64
0.000	0.000	2.984	88.971	7.556	0.489	0.000	0.000	0.000	0.000	0.199	my9400_rel_o2nofp.cz12a_c24r64
0.000	0.000	3.102	89.038	7.430	0.431	0.000	0.000	0.000	0.000	0.204	my9500_rel_o2nofp.cz13a_c24r64