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 larger than memory and the workload is IO-bound for except for the range query tests (qr*). 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
ma120300_rel_withdbg.cz12b_sync_c8r32 62521354789902168685129680558707199481
ma120300_rel_withdbg.cz12c_sync_c8r32 29664135135148964586491347819010437781754

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
ma120300_rel_withdbg.cz12b_sync_c8r32 1.001.001.001.001.001.001.001.001.001.00
ma120300_rel_withdbg.cz12c_sync_c8r32 4.741.001.502.991.001.041.021.201.081.57

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
ma120300_rel_withdbg.cz12b_sync_c8r32100100500499999999
ma120300_rel_withdbg.cz12c_sync_c8r32100100500500999999
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
ma120300_rel_withdbg.cz12b_sync_c8r3259.49940.5000.0010.231
ma120300_rel_withdbg.cz12c_sync_c8r3276.87923.0750.046nonzero0.199

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
6252	0	0	0.0	491.6	4.5	0.000	0.000	0.079	0.729	3025	2.0	0.484	26	52.6	83.4	23.4	0.231	6399	4400	ma120300_rel_withdbg.cz12b_sync_c8r32
29664	0	0	0.0	883.8	14.6	0.000	0.000	0.030	0.504	7155	5.9	0.241	16	52.6	83.9	23.4	0.199	26496	10799	ma120300_rel_withdbg.cz12c_sync_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	
0.011	0.055	0.000	0.003	0.010	0.199	491.6	4557.4	431.1	47.10	1.945	9.047	2.653	1208.0	0.000	0.000	0.101	29.91	188.2	2.583	1.408	89.33		ma120300_rel_withdbg.cz12b_sync_c8r32
0.047	0.242	0.001	0.014	0.027	0.571	883.9	14959.2	306.8	25.81	1.247	17.01	9.256	28876.3	0.000	0.000	0.268	692.0	328.9	1.551	1.431	74.79		ma120300_rel_withdbg.cz12c_sync_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
135478	0	1446	134.2	1620.0	149.6	0.011	1.014	0.012	1.131	4478	11.9	0.033	7	111.5	142.3	23.4	0.018	NA	NA	ma120300_rel_withdbg.cz12b_sync_c8r32
135135	0	1440	134.0	1612.1	149.1	0.011	1.016	0.012	1.130	4506	11.8	0.033	7	111.5	142.8	23.4	0.005	NA	NA	ma120300_rel_withdbg.cz12c_sync_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	
1445.2	137464	0.000	0.000	0.141	103.3	1621.2	153307	16.45	1.378	0.509	117.4	1.286	11439.0	0.000	0.000	0.002	29.05	6.365	2.758	0.802	20.38		ma120300_rel_withdbg.cz12b_sync_c8r32
1439.8	137326	0.000	0.000	0.145	103.6	1611.6	152785	15.39	1.337	0.490	117.5	1.029	11667.6	0.000	0.000	0.002	49.20	6.866	2.471	0.786	20.26		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r3279.88020.1170.0010.0013.155
ma120300_rel_withdbg.cz12c_sync_c8r325.12182.11512.7620.0012.504

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
ma120300_rel_withdbg.cz12b_sync_c8r320.22098.9050.8740.0013.080
ma120300_rel_withdbg.cz12c_sync_c8r3270.84329.0200.1360.0012.459

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
990	0	4636	72.4	5716.7	146.1	4.681	74.894	5.772	151.076	41523	6.7	41.921	541	133.0	163.8	23.5	3.155	1000	500	ma120300_rel_withdbg.cz12b_sync_c8r32
1489	0	6968	108.9	7968.4	208.7	4.679	74.869	5.351	143.473	62104	9.7	41.703	521	133.0	164.3	23.5	2.504	1500	550	ma120300_rel_withdbg.cz12c_sync_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	
4638.7	74218.7	0.000	0.000	0.219	16.00	5719.1	149745	242.5	4.553	0.888	26.41	0.003	0.136	0.000	0.000	0.025	0.680	190.9	3.019	6.682	92.52		ma120300_rel_withdbg.cz12b_sync_c8r32
6972.3	111557	0.000	0.000	0.184	16.00	7977.8	213952	62.31	0.887	0.548	27.04	0.002	0.009	0.000	0.000	0.026	0.045	163.3	2.931	6.141	86.41		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r323.92595.9690.1070.153
ma120300_rel_withdbg.cz12c_sync_c8r3211.20085.3743.4230.0020.0010.385

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
ma120300_rel_withdbg.cz12b_sync_c8r327.53892.4120.0500.152
ma120300_rel_withdbg.cz12c_sync_c8r3232.39166.8380.7700.0010.378

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
216	0	912	14.2	1702.2	32.6	4.220	67.521	7.881	154.703	10204	2.0	47.242	741	133.0	163.8	23.5	0.153	215	155	ma120300_rel_withdbg.cz12b_sync_c8r32
645	0	2721	42.5	3739.2	90.4	4.221	67.534	5.800	143.553	26189	5.4	40.623	670	133.0	164.3	23.5	0.385	645	415	ma120300_rel_withdbg.cz12c_sync_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	
911.7	14587.2	0.000	0.000	0.539	16.00	1696.8	33271.9	229.6	13.20	2.237	18.60	0.000	0.001	0.000	0.000	0.000	0.004	286.2	3.620	5.222	99.07		ma120300_rel_withdbg.cz12b_sync_c8r32
2722.2	43555.7	0.000	0.000	0.433	16.00	3723.8	92149.7	6.601	0.189	1.462	24.59	0.000	0.000	0.000	0.000	0.000	0.000	305.8	2.754	7.389	93.31		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r3299.7450.2250.0210.0100.014
ma120300_rel_withdbg.cz12c_sync_c8r3299.7570.2190.0150.0090.013

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c8r3299.8060.1940.072
ma120300_rel_withdbg.cz12c_sync_c8r3243.88956.1110.058

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
ma120300_rel_withdbg.cz12b_sync_c8r323.44496.5560.051
ma120300_rel_withdbg.cz12c_sync_c8r3250.83349.1670.035

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	8685	459	7.2	131.9	3.5	0.053	0.846	1.320	36.276	52096	12.3	5.998	113	133.0	163.8	23.4	0.014	8735	7967	ma120300_rel_withdbg.cz12b_sync_c8r32
100	8649	459	7.2	114.8	3.5	0.053	0.848	1.149	35.404	51755	12.3	5.984	114	133.0	164.3	23.4	0.013	8703	8046	ma120300_rel_withdbg.cz12c_sync_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	
440.5	7048.2	0.000	0.000	0.155	16.00	132.2	3632.2	21.15	26.18	0.843	27.48	0.001	0.002	0.000	0.000	0.000	0.011	13.95	1.764	0.156	7.566		ma120300_rel_withdbg.cz12b_sync_c8r32
440.2	7043.0	0.000	0.000	0.144	16.00	115.1	3544.9	4.217	11.57	0.520	40.10	0.001	0.002	0.000	0.000	0.003	0.011	7.231	1.479	0.100	5.515		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r320.09695.1744.1830.5460.0010.028
ma120300_rel_withdbg.cz12c_sync_c8r320.10095.7803.9490.171nonzero0.019

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
ma120300_rel_withdbg.cz12b_sync_c8r3299.6110.3890.088
ma120300_rel_withdbg.cz12c_sync_c8r3255.27844.7220.048

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
ma120300_rel_withdbg.cz12b_sync_c8r320.36199.6110.0280.075
ma120300_rel_withdbg.cz12c_sync_c8r3290.1119.8890.045

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
100	1296	9014	140.9	1017.6	26.7	6.955	111.272	10.176	273.579	29673	4.2	22.892	259	133.0	163.8	23.4	0.028	1344	896	ma120300_rel_withdbg.cz12b_sync_c8r32
100	1347	9326	145.7	1000.8	26.6	6.925	110.795	10.008	272.098	30508	4.3	22.653	255	133.0	164.3	23.5	0.019	1424	912	ma120300_rel_withdbg.cz12c_sync_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	
9015.2	144243	0.000	0.000	0.083	16.00	1006.1	27040.8	21.42	2.898	0.188	26.85	0.001	0.002	0.000	0.000	0.003	0.011	32.30	2.183	0.978	71.82		ma120300_rel_withdbg.cz12b_sync_c8r32
9326.9	149231	0.000	0.000	0.080	16.00	988.6	26873.7	5.425	0.787	0.163	27.30	0.001	0.002	0.000	0.000	0.003	0.011	28.00	1.278	0.899	69.68		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r3299.0400.7920.1340.033nonzero0.043
ma120300_rel_withdbg.cz12c_sync_c8r3299.2380.6350.0980.029nonzero0.024

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
ma120300_rel_withdbg.cz12b_sync_c8r320.38397.7781.8390.169
ma120300_rel_withdbg.cz12c_sync_c8r3273.33926.6000.0610.131

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
ma120300_rel_withdbg.cz12b_sync_c8r322.42297.4670.1110.083
ma120300_rel_withdbg.cz12c_sync_c8r3281.90018.1000.055

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	8055	2474	38.7	2028.6	53.3	0.307	4.914	4.060	109.285	63446	13.8	7.877	137	133.0	163.8	23.5	0.043	8175	4415	ma120300_rel_withdbg.cz12b_sync_c8r32
500	8190	2446	38.2	1921.0	52.5	0.299	4.778	3.842	107.491	64051	13.6	7.821	133	133.0	164.3	23.5	0.024	8271	6767	ma120300_rel_withdbg.cz12c_sync_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	
2453.4	39254.1	0.000	0.000	0.129	16.00	2032.1	54703.7	106.9	6.114	0.418	26.96	0.003	0.011	0.000	0.000	0.039	0.056	97.41	1.740	1.240	34.09		ma120300_rel_withdbg.cz12b_sync_c8r32
2423.0	38767.8	0.000	0.000	0.106	16.00	1924.3	53835.9	7.614	0.534	0.184	28.45	0.002	0.009	0.000	0.000	0.006	0.045	56.29	1.269	0.652	21.82		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r320.00483.14912.8833.9410.023nonzero0.154
ma120300_rel_withdbg.cz12c_sync_c8r320.00788.5859.7011.7030.003nonzero0.189

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
ma120300_rel_withdbg.cz12b_sync_c8r320.02293.3336.6440.137
ma120300_rel_withdbg.cz12c_sync_c8r3243.08955.6671.2440.122

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
ma120300_rel_withdbg.cz12b_sync_c8r320.32298.7830.8940.084
ma120300_rel_withdbg.cz12c_sync_c8r3280.18319.8170.062

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
499	870	9388	146.7	3051.2	80.5	10.796	172.732	6.110	165.072	39452	5.0	45.368	460	133.0	163.8	23.5	0.154	880	672	ma120300_rel_withdbg.cz12b_sync_c8r32
500	1043	10562	165.0	3011.5	81.3	10.123	161.976	6.023	166.559	42608	5.8	40.839	445	133.0	164.3	23.5	0.189	1040	800	ma120300_rel_withdbg.cz12c_sync_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	
9389.9	150238	0.000	0.000	0.122	16.00	3039.0	82106.2	105.8	3.455	0.439	27.00	0.004	0.016	0.000	0.000	0.025	0.078	105.8	2.740	2.734	84.20		ma120300_rel_withdbg.cz12b_sync_c8r32
10564.4	169030	0.000	0.000	0.098	16.00	3004.1	83071.1	10.33	0.355	0.262	27.66	0.003	0.011	0.000	0.000	0.031	0.056	72.08	2.313	1.949	78.56		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r3297.8801.5650.4770.078nonzero0.034
ma120300_rel_withdbg.cz12c_sync_c8r3298.6401.1110.2110.037nonzero0.048

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
ma120300_rel_withdbg.cz12b_sync_c8r320.96795.4893.5440.120
ma120300_rel_withdbg.cz12c_sync_c8r3270.16729.5110.3220.146

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
ma120300_rel_withdbg.cz12b_sync_c8r321.34498.2110.4440.096
ma120300_rel_withdbg.cz12c_sync_c8r3279.45020.5390.0110.081

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	7199	4324	67.6	3973.1	104.3	0.601	9.611	3.976	106.886	72976	15.0	10.137	167	133.0	163.8	23.5	0.034	7567	2288	ma120300_rel_withdbg.cz12b_sync_c8r32
999	7781	4327	67.6	3828.9	104.4	0.556	8.898	3.834	107.067	76660	14.9	9.852	153	133.0	164.3	23.5	0.048	7935	4368	ma120300_rel_withdbg.cz12c_sync_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	
4311.3	68980.6	0.000	0.000	0.152	16.00	3970.3	106742	213.2	5.404	0.567	26.90	0.003	0.013	0.000	0.000	0.014	0.067	176.7	2.086	3.213	63.19		ma120300_rel_withdbg.cz12b_sync_c8r32
4308.6	68937.5	0.000	0.000	0.112	16.00	3831.3	107005	8.941	0.261	0.236	28.04	0.004	0.016	0.000	0.000	0.022	0.078	98.40	1.551	1.511	38.74		ma120300_rel_withdbg.cz12c_sync_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
ma120300_rel_withdbg.cz12b_sync_c8r3248.59136.85514.3510.203nonzerononzero0.299
ma120300_rel_withdbg.cz12c_sync_c8r3272.80221.3475.8310.020nonzerononzero0.354

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
ma120300_rel_withdbg.cz12b_sync_c8r320.06787.03312.8940.0060.601
ma120300_rel_withdbg.cz12c_sync_c8r3239.31958.4112.2670.0030.402

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
ma120300_rel_withdbg.cz12b_sync_c8r320.16496.6643.1670.0060.555
ma120300_rel_withdbg.cz12c_sync_c8r3270.93329.0190.0440.0030.410

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	481	8995	140.5	4948.0	130.0	18.700	299.207	4.954	133.323	47438	7.4	98.624	1231	133.0	163.8	23.5	0.299	480	288	ma120300_rel_withdbg.cz12b_sync_c8r32
999	754	11287	176.4	4957.1	134.2	14.976	239.616	4.960	137.508	54318	7.2	72.068	764	133.0	164.3	23.5	0.354	752	528	ma120300_rel_withdbg.cz12c_sync_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	
8993.2	143891	0.000	0.000	0.203	16.00	4934.9	132809	213.2	4.237	0.753	26.91	0.002	0.009	0.000	0.000	0.017	0.045	189.2	2.978	6.021	95.20		ma120300_rel_withdbg.cz12b_sync_c8r32
11291.4	180663	0.000	0.000	0.133	16.00	4940.4	136975	15.60	0.322	0.371	27.74	0.004	0.016	0.000	0.000	0.028	0.078	118.2	2.804	3.638	87.62		ma120300_rel_withdbg.cz12c_sync_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
6252	0	0	0.0	491.6	4.5	0.000	0.000	0.079	0.729	3025	2.0	0.484	26	52.6	83.4	23.4	0.231	6399	4400	ma120300_rel_withdbg.cz12b_sync_c8r32
29664	0	0	0.0	883.8	14.6	0.000	0.000	0.030	0.504	7155	5.9	0.241	16	52.6	83.9	23.4	0.199	26496	10799	ma120300_rel_withdbg.cz12c_sync_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
135478	0	1446	134.2	1620.0	149.6	0.011	1.014	0.012	1.131	4478	11.9	0.033	7	111.5	142.3	23.4	0.018	NA	NA	ma120300_rel_withdbg.cz12b_sync_c8r32
135135	0	1440	134.0	1612.1	149.1	0.011	1.016	0.012	1.130	4506	11.8	0.033	7	111.5	142.8	23.4	0.005	NA	NA	ma120300_rel_withdbg.cz12c_sync_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
990	0	4636	72.4	5716.7	146.1	4.681	74.894	5.772	151.076	41523	6.7	41.921	541	133.0	163.8	23.5	3.155	1000	500	ma120300_rel_withdbg.cz12b_sync_c8r32
1489	0	6968	108.9	7968.4	208.7	4.679	74.869	5.351	143.473	62104	9.7	41.703	521	133.0	164.3	23.5	2.504	1500	550	ma120300_rel_withdbg.cz12c_sync_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
216	0	912	14.2	1702.2	32.6	4.220	67.521	7.881	154.703	10204	2.0	47.242	741	133.0	163.8	23.5	0.153	215	155	ma120300_rel_withdbg.cz12b_sync_c8r32
645	0	2721	42.5	3739.2	90.4	4.221	67.534	5.800	143.553	26189	5.4	40.623	670	133.0	164.3	23.5	0.385	645	415	ma120300_rel_withdbg.cz12c_sync_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	8685	459	7.2	131.9	3.5	0.053	0.846	1.320	36.276	52096	12.3	5.998	113	133.0	163.8	23.4	0.014	8735	7967	ma120300_rel_withdbg.cz12b_sync_c8r32
100	8649	459	7.2	114.8	3.5	0.053	0.848	1.149	35.404	51755	12.3	5.984	114	133.0	164.3	23.4	0.013	8703	8046	ma120300_rel_withdbg.cz12c_sync_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	1296	9014	140.9	1017.6	26.7	6.955	111.272	10.176	273.579	29673	4.2	22.892	259	133.0	163.8	23.4	0.028	1344	896	ma120300_rel_withdbg.cz12b_sync_c8r32
100	1347	9326	145.7	1000.8	26.6	6.925	110.795	10.008	272.098	30508	4.3	22.653	255	133.0	164.3	23.5	0.019	1424	912	ma120300_rel_withdbg.cz12c_sync_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	8055	2474	38.7	2028.6	53.3	0.307	4.914	4.060	109.285	63446	13.8	7.877	137	133.0	163.8	23.5	0.043	8175	4415	ma120300_rel_withdbg.cz12b_sync_c8r32
500	8190	2446	38.2	1921.0	52.5	0.299	4.778	3.842	107.491	64051	13.6	7.821	133	133.0	164.3	23.5	0.024	8271	6767	ma120300_rel_withdbg.cz12c_sync_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
499	870	9388	146.7	3051.2	80.5	10.796	172.732	6.110	165.072	39452	5.0	45.368	460	133.0	163.8	23.5	0.154	880	672	ma120300_rel_withdbg.cz12b_sync_c8r32
500	1043	10562	165.0	3011.5	81.3	10.123	161.976	6.023	166.559	42608	5.8	40.839	445	133.0	164.3	23.5	0.189	1040	800	ma120300_rel_withdbg.cz12c_sync_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	7199	4324	67.6	3973.1	104.3	0.601	9.611	3.976	106.886	72976	15.0	10.137	167	133.0	163.8	23.5	0.034	7567	2288	ma120300_rel_withdbg.cz12b_sync_c8r32
999	7781	4327	67.6	3828.9	104.4	0.556	8.898	3.834	107.067	76660	14.9	9.852	153	133.0	164.3	23.5	0.048	7935	4368	ma120300_rel_withdbg.cz12c_sync_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	481	8995	140.5	4948.0	130.0	18.700	299.207	4.954	133.323	47438	7.4	98.624	1231	133.0	163.8	23.5	0.299	480	288	ma120300_rel_withdbg.cz12b_sync_c8r32
999	754	11287	176.4	4957.1	134.2	14.976	239.616	4.960	137.508	54318	7.2	72.068	764	133.0	164.3	23.5	0.354	752	528	ma120300_rel_withdbg.cz12c_sync_c8r32

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	59.499	40.500	0.001	0.000	0.000	0.000	0.000	0.231	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	76.879	23.075	0.046	nonzero	0.000	0.000	0.000	0.000	0.199	ma120300_rel_withdbg.cz12c_sync_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	0.000	0.000	79.880	20.117	0.001	0.001	0.000	0.000	3.155	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	5.121	82.115	12.762	0.000	0.001	0.000	0.000	2.504	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.220	98.905	0.874	0.000	0.001	0.000	0.000	3.080	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	70.843	29.020	0.136	0.000	0.001	0.000	0.000	2.459	ma120300_rel_withdbg.cz12c_sync_c8r32

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	3.925	95.969	0.107	0.000	0.000	0.000	0.000	0.153	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	11.200	85.374	3.423	0.002	0.001	0.000	0.000	0.000	0.385	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	7.538	92.412	0.050	0.000	0.000	0.000	0.000	0.152	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	32.391	66.838	0.770	0.000	0.001	0.000	0.000	0.000	0.378	ma120300_rel_withdbg.cz12c_sync_c8r32

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.745	0.225	0.021	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.014	ma120300_rel_withdbg.cz12b_sync_c8r32
99.757	0.219	0.015	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.013	ma120300_rel_withdbg.cz12c_sync_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	99.806	0.194	0.000	0.000	0.000	0.000	0.072	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	43.889	56.111	0.000	0.000	0.000	0.000	0.000	0.058	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	3.444	96.556	0.000	0.000	0.000	0.000	0.000	0.051	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	50.833	49.167	0.000	0.000	0.000	0.000	0.000	0.035	ma120300_rel_withdbg.cz12c_sync_c8r32

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.096	95.174	4.183	0.546	0.001	0.000	0.000	0.000	0.000	0.000	0.028	ma120300_rel_withdbg.cz12b_sync_c8r32
0.100	95.780	3.949	0.171	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	ma120300_rel_withdbg.cz12c_sync_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	99.611	0.389	0.000	0.000	0.000	0.000	0.088	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	55.278	44.722	0.000	0.000	0.000	0.000	0.000	0.048	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.361	99.611	0.028	0.000	0.000	0.000	0.000	0.075	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	90.111	9.889	0.000	0.000	0.000	0.000	0.000	0.045	ma120300_rel_withdbg.cz12c_sync_c8r32

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.040	0.792	0.134	0.033	nonzero	0.000	0.000	0.000	0.000	0.000	0.043	ma120300_rel_withdbg.cz12b_sync_c8r32
99.238	0.635	0.098	0.029	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	ma120300_rel_withdbg.cz12c_sync_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.383	97.778	1.839	0.000	0.000	0.000	0.000	0.169	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	73.339	26.600	0.061	0.000	0.000	0.000	0.000	0.131	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	2.422	97.467	0.111	0.000	0.000	0.000	0.000	0.083	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	81.900	18.100	0.000	0.000	0.000	0.000	0.000	0.055	ma120300_rel_withdbg.cz12c_sync_c8r32

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.004	83.149	12.883	3.941	0.023	nonzero	0.000	0.000	0.000	0.000	0.154	ma120300_rel_withdbg.cz12b_sync_c8r32
0.007	88.585	9.701	1.703	0.003	nonzero	0.000	0.000	0.000	0.000	0.189	ma120300_rel_withdbg.cz12c_sync_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.022	93.333	6.644	0.000	0.000	0.000	0.000	0.137	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	43.089	55.667	1.244	0.000	0.000	0.000	0.000	0.122	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.322	98.783	0.894	0.000	0.000	0.000	0.000	0.084	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	80.183	19.817	0.000	0.000	0.000	0.000	0.000	0.062	ma120300_rel_withdbg.cz12c_sync_c8r32

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
97.880	1.565	0.477	0.078	nonzero	0.000	0.000	0.000	0.000	0.000	0.034	ma120300_rel_withdbg.cz12b_sync_c8r32
98.640	1.111	0.211	0.037	nonzero	0.000	0.000	0.000	0.000	0.000	0.048	ma120300_rel_withdbg.cz12c_sync_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.967	95.489	3.544	0.000	0.000	0.000	0.000	0.120	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	70.167	29.511	0.322	0.000	0.000	0.000	0.000	0.146	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	1.344	98.211	0.444	0.000	0.000	0.000	0.000	0.096	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	79.450	20.539	0.011	0.000	0.000	0.000	0.000	0.081	ma120300_rel_withdbg.cz12c_sync_c8r32

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	48.591	36.855	14.351	0.203	nonzero	nonzero	0.000	0.000	0.000	0.299	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	72.802	21.347	5.831	0.020	nonzero	nonzero	0.000	0.000	0.000	0.354	ma120300_rel_withdbg.cz12c_sync_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.067	87.033	12.894	0.006	0.000	0.000	0.000	0.601	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	39.319	58.411	2.267	0.003	0.000	0.000	0.000	0.402	ma120300_rel_withdbg.cz12c_sync_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.164	96.664	3.167	0.006	0.000	0.000	0.000	0.555	ma120300_rel_withdbg.cz12b_sync_c8r32
0.000	0.000	0.000	70.933	29.019	0.044	0.003	0.000	0.000	0.000	0.410	ma120300_rel_withdbg.cz12c_sync_c8r32