Introduction

This is a report for the insert benchmark with 3600M docs and 12 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 32 cores, 128G RAM and 1 NVMe device. The benchmark was run with 12 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 300M 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
ma120300_rel_withdbg.cz12b_sync_c32r128 153022684671152268576784189937954564455101003
ma120300_rel_withdbg.cz12c_sync_c32r128 4710817641691864109580859378837825738456281242

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_c32r128 1.001.001.001.001.001.001.001.001.001.00
ma120300_rel_withdbg.cz12c_sync_c32r128 3.081.121.221.601.051.991.001.311.001.24

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_c32r128119311852005150514611121
ma120300_rel_withdbg.cz12c_sync_c32r128119311922802191018521362
target12001200600060001200012000

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_c32r1280.07098.0021.7390.190nonzero0.353
ma120300_rel_withdbg.cz12c_sync_c32r12898.2720.8600.8270.040nonzerononzero1.047

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
153022	0	0	0.0	3842.6	62.5	0.000	0.000	0.025	0.418	46329	7.8	0.303	16	236.8	337.6	101.2	0.353	12898	1899	ma120300_rel_withdbg.cz12b_sync_c32r128
471081	0	1	0.0	5097.0	184.7	0.000	0.000	0.011	0.402	88894	23.3	0.189	16	236.8	338.1	101.2	1.047	46194	6897	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
0.257	1.703	0.001	0.016	0.310	3.147	3842.6	63970.6	3538.3	48.02	0.771	16.62	23.12	2771.0	0.000	0.000	0.682	42.15	1265.2	0.675	2.892	97.20		ma120300_rel_withdbg.cz12b_sync_c32r128
0.725	5.017	0.000	0.000	0.366	4.182	5097.0	189150	558.4	7.216	3.053	37.79	1.485	162.5	0.000	0.000	2.589	129.3	1102.2	0.821	8.888	74.23		ma120300_rel_withdbg.cz12c_sync_c32r128

l.x

l.x: create secondary indexes.

Average throughput:

Image

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
684671	0	7664	634.5	7947.8	702.5	0.011	0.949	0.012	1.051	28172	16.8	0.041	8	501.7	602.5	101.5	1.339	NA	NA	ma120300_rel_withdbg.cz12b_sync_c32r128
764169	0	8596	711.8	8817.5	782.9	0.011	0.954	0.012	1.049	31038	19.2	0.041	8	501.7	603.0	101.5	0.116	NA	NA	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
7664.5	649718	0.000	0.000	4.945	109.1	7947.8	719319	167.0	2.134	64.47	99.63	6.951	56337.1	0.000	0.000	0.191	270.4	32.20	16.29	227.7	94.53		ma120300_rel_withdbg.cz12b_sync_c32r128
8596.0	728899	0.006	0.000	1.666	110.4	8817.5	801682	192.2	1.866	35.30	102.0	7.363	65506.6	0.000	0.000	0.077	142.8	37.80	17.44	184.3	94.12		ma120300_rel_withdbg.cz12c_sync_c32r128

l.i1

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r1280.02215.58581.1783.2040.0126.908
ma120300_rel_withdbg.cz12c_sync_c32r1280.01847.09151.7591.1290.0045.789

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_c32r1280.75853.44744.4321.3520.0106.855
ma120300_rel_withdbg.cz12c_sync_c32r1280.0011.33463.89934.3550.4090.0024.839

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
1522	0	7972	124.6	8590.4	212.1	5.239	83.825	5.646	142.714	108292	3.5	71.170	736	645.8	748.2	101.3	6.908	150	0	ma120300_rel_withdbg.cz12b_sync_c32r128
1864	0	9858	154.0	10290.0	260.1	5.288	84.610	5.520	142.900	136776	4.1	73.378	704	647.3	750.2	100.3	5.789	150	50	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
7971.7	127548	0.000	0.000	1.348	16.00	8590.4	217154	685.2	7.203	1.384	25.28	0.006	0.075	0.000	0.000	0.163	0.367	780.0	1.735	19.78	98.65		ma120300_rel_withdbg.cz12b_sync_c32r128
9857.8	157714	0.000	0.000	1.081	16.00	10290.0	266366	519.4	4.428	1.022	25.92	0.253	184.9	0.000	0.000	2.654	419.8	836.6	1.234	17.97	97.85		ma120300_rel_withdbg.cz12c_sync_c32r128

l.i2

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r1280.00644.33354.9610.6990.0011.587
ma120300_rel_withdbg.cz12c_sync_c32r128nonzero6.51563.05030.3910.0430.947

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_c32r1280.01849.14050.4330.4090.0011.507
ma120300_rel_withdbg.cz12c_sync_c32r1280.00111.09660.22128.6490.0340.970

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
685	0	5529	86.4	5825.9	136.6	8.075	129.207	8.509	204.356	63720	2.3	93.062	1075	645.8	748.2	101.3	1.587	45	20	ma120300_rel_withdbg.cz12b_sync_c32r128
1095	0	8788	137.3	8554.4	212.8	8.024	128.383	7.811	198.984	102640	3.6	93.718	1052	647.3	750.2	100.3	0.947	65	30	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
5529.3	88468.3	0.000	0.000	1.952	16.00	5825.9	139922	423.1	6.866	2.725	24.00	0.003	0.017	0.000	0.000	0.083	0.079	719.5	2.594	24.12	99.86		ma120300_rel_withdbg.cz12b_sync_c32r128
8787.9	140606	0.000	0.000	1.301	16.00	8554.4	217928	28.04	0.329	1.651	25.48	0.105	0.420	0.000	0.000	1.327	1.105	873.6	1.803	21.55	99.52		ma120300_rel_withdbg.cz12c_sync_c32r128

qr100.L1

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r12899.2170.5500.1820.0300.0180.003nonzero0.785
ma120300_rel_withdbg.cz12c_sync_c32r12899.3430.5060.1230.0200.0080.001nonzero0.439

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_c32r1280.04270.35920.7648.3030.5321.890
ma120300_rel_withdbg.cz12c_sync_c32r1284.68180.24111.7313.3010.0461.430

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_c32r1281.87579.06211.2087.6440.2111.863
ma120300_rel_withdbg.cz12c_sync_c32r12814.53971.75911.3822.2920.0281.377

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
1193	76784	5454	85.2	3261.9	82.5	0.071	1.137	2.735	70.870	480554	36.9	6.258	154	645.8	748.2	101.3	0.785	6991	464	ma120300_rel_withdbg.cz12b_sync_c32r128
1193	80859	5436	84.9	3117.2	82.1	0.067	1.076	2.614	70.483	501670	38.4	6.204	152	647.3	750.2	100.3	0.439	7087	2480	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
5454.5	87271.7	0.000	0.000	0.675	16.00	3261.9	84526.9	206.4	12.18	0.780	25.99	0.007	0.126	0.000	0.000	0.073	0.575	335.0	1.051	5.951	37.95		ma120300_rel_withdbg.cz12b_sync_c32r128
5435.7	86970.0	0.000	0.000	0.416	16.00	3117.2	84064.9	18.20	1.685	0.417	30.61	0.003	0.044	0.000	0.000	0.023	0.188	270.8	0.770	3.677	32.06		ma120300_rel_withdbg.cz12c_sync_c32r128

qp100.L2

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r128nonzero7.99236.98349.9974.4940.5250.009nonzero1.184
ma120300_rel_withdbg.cz12c_sync_c32r1280.00221.52452.09224.7781.5180.0830.0030.954

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_c32r1280.00210.13071.68116.5951.5932.230
ma120300_rel_withdbg.cz12c_sync_c32r1280.02348.56544.5606.5740.2781.586

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_c32r1280.00218.41064.46516.2820.8402.001
ma120300_rel_withdbg.cz12c_sync_c32r1281.23463.55329.7225.3910.1001.430

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
1185	1899	20830	325.5	8351.5	208.8	10.970	175.517	7.049	180.444	122007	4.9	64.251	826	645.8	748.2	101.3	1.184	144	16	ma120300_rel_withdbg.cz12b_sync_c32r128
1192	3788	32940	514.7	8741.9	224.9	8.697	139.146	7.334	193.165	156880	6.5	41.418	549	647.3	750.2	100.3	0.954	304	16	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
20830.5	333288	0.000	0.000	1.058	16.00	8351.5	213790	269.2	3.482	1.397	25.61	0.012	0.149	0.000	0.000	0.191	0.654	674.3	1.845	25.30	99.48		ma120300_rel_withdbg.cz12b_sync_c32r128
32940.1	527042	0.000	0.000	0.550	16.00	8741.9	230253	54.43	0.685	0.860	26.47	0.003	0.013	0.000	0.000	0.050	0.066	565.2	1.406	19.93	99.42		ma120300_rel_withdbg.cz12c_sync_c32r128

qr500.L3

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r12894.2263.5831.4690.4700.2350.016nonzero0.865
ma120300_rel_withdbg.cz12c_sync_c32r12893.6104.0061.5900.5820.2010.011nonzero0.592

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_c32r1280.09551.49147.7370.6772.630
ma120300_rel_withdbg.cz12c_sync_c32r1280.0011.86481.62316.4360.0751.504

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 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_c32r1280.42173.97125.3780.2302.233
ma120300_rel_withdbg.cz12c_sync_c32r1280.0172.45785.26212.2340.0311.409

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
2005	37954	7739	120.9	7922.1	194.4	0.204	3.262	3.951	99.269	340309	25.0	8.966	211	645.8	748.2	101.3	0.865	3168	336	ma120300_rel_withdbg.cz12b_sync_c32r128
2802	37825	10749	168.0	10319.1	261.9	0.284	4.547	3.683	95.731	389351	26.7	10.293	226	647.3	750.2	100.3	0.592	3168	592	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
7739.0	123823	0.000	0.000	1.498	16.00	7922.1	199044	406.4	4.924	1.553	25.14	0.008	0.039	0.000	0.000	0.189	0.176	799.8	1.889	21.22	98.67		ma120300_rel_withdbg.cz12b_sync_c32r128
10749.0	171983	0.000	0.000	1.123	16.00	10319.1	268190	37.48	0.368	1.143	26.02	0.004	0.021	0.000	0.000	0.113	0.088	910.4	1.289	20.47	97.54		ma120300_rel_withdbg.cz12c_sync_c32r128

qp500.L4

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r128nonzero0.0313.42946.39646.6323.4980.0140.986
ma120300_rel_withdbg.cz12c_sync_c32r1280.0494.56458.66134.4622.2570.0060.680

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_c32r128nonzero18.43178.4003.1682.559
ma120300_rel_withdbg.cz12c_sync_c32r1280.01957.74541.4870.7502.094

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_c32r1280.00237.92559.9782.0952.538
ma120300_rel_withdbg.cz12c_sync_c32r1280.0010.02060.79638.7690.4132.012

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1505	564	11942	186.6	8271.8	203.1	21.155	338.479	5.495	138.168	138280	4.1	244.960	2324	645.9	748.3	101.3	0.986	32	0	ma120300_rel_withdbg.cz12b_sync_c32r128
1910	738	15390	240.5	10222.8	257.7	20.862	333.785	5.353	138.158	177278	5.1	240.311	2212	647.4	750.3	100.3	0.680	48	16	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
11942.0	191072	0.000	0.000	1.375	16.00	8271.8	207998	327.9	3.839	1.334	25.14	0.005	0.024	0.000	0.000	0.128	0.111	800.0	1.747	24.46	99.00		ma120300_rel_withdbg.cz12b_sync_c32r128
15389.6	246233	0.000	0.000	1.192	16.00	10222.8	263854	38.00	0.373	1.193	25.81	0.004	0.021	0.000	0.000	0.195	0.097	889.6	1.250	26.49	98.46		ma120300_rel_withdbg.cz12c_sync_c32r128

qr1000.L5

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r12893.1774.7221.6970.3090.0920.003nonzerononzero3.044
ma120300_rel_withdbg.cz12c_sync_c32r12892.6435.3061.6080.3600.0800.003nonzerononzerononzero4.550

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_c32r128nonzero21.62775.2363.1250.0125.333
ma120300_rel_withdbg.cz12c_sync_c32r1280.01344.92254.4110.6410.0145.539

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_c32r1280.00132.08666.2761.6280.0095.253
ma120300_rel_withdbg.cz12c_sync_c32r1280.03646.44153.1470.3650.0125.462

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
1461	45510	8619	134.7	8425.5	209.3	0.189	3.030	5.766	146.695	366897	30.6	8.062	215	645.9	748.3	101.3	3.044	3967	1344	ma120300_rel_withdbg.cz12b_sync_c32r128
1852	45628	10862	169.7	10305.4	262.4	0.238	3.809	5.563	145.039	396875	32.0	8.698	224	647.4	750.3	100.3	4.550	4015	1184	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
8619.1	137906	0.000	0.000	1.287	16.00	8425.5	214366	331.8	3.849	1.292	25.43	0.004	0.039	0.000	0.000	0.120	0.191	811.0	1.693	18.92	98.92		ma120300_rel_withdbg.cz12b_sync_c32r128
10862.5	173800	0.000	0.000	1.003	16.00	10305.4	268669	35.54	0.345	0.925	26.07	0.125	0.523	0.000	0.000	1.375	1.160	897.4	1.221	17.54	98.27		ma120300_rel_withdbg.cz12c_sync_c32r128

qp1000.L6

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

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma120300_rel_withdbg.cz12b_sync_c32r128nonzero0.1027.35372.66319.2440.6360.001nonzero1.367
ma120300_rel_withdbg.cz12c_sync_c32r128nonzero0.1198.75381.7259.2960.1070.001nonzero2.587

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_c32r1280.0020.07191.4778.4512.774
ma120300_rel_withdbg.cz12c_sync_c32r1280.0123.28595.8800.8243.425

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_c32r1280.0030.13793.8685.9922.647
ma120300_rel_withdbg.cz12c_sync_c32r1280.0173.38196.2580.3453.420

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
1121	1003	15993	249.9	8119.6	201.6	15.942	255.066	7.242	184.156	129111	4.5	128.699	1435	645.9	748.5	101.3	1.367	96	16	ma120300_rel_withdbg.cz12b_sync_c32r128
1362	1242	19682	307.5	9647.7	244.8	15.841	253.464	7.081	184.018	155661	5.0	125.291	1288	647.4	750.5	100.3	2.587	128	32	ma120300_rel_withdbg.cz12c_sync_c32r128

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
15992.6	255882	0.000	0.000	1.224	16.00	8119.6	206475	272.8	3.308	1.171	25.42	0.004	0.019	0.000	0.000	0.105	0.088	763.8	1.713	25.67	99.41		ma120300_rel_withdbg.cz12b_sync_c32r128
19681.5	314904	0.000	0.000	1.034	16.00	9647.7	250725	35.66	0.370	0.928	25.99	0.155	0.662	0.000	0.000	1.655	1.547	831.6	1.283	25.80	99.13		ma120300_rel_withdbg.cz12c_sync_c32r128

l.i0

l.i0: load without secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
153022	0	0	0.0	3842.6	62.5	0.000	0.000	0.025	0.418	46329	7.8	0.303	16	236.8	337.6	101.2	0.353	12898	1899	ma120300_rel_withdbg.cz12b_sync_c32r128
471081	0	1	0.0	5097.0	184.7	0.000	0.000	0.011	0.402	88894	23.3	0.189	16	236.8	338.1	101.2	1.047	46194	6897	ma120300_rel_withdbg.cz12c_sync_c32r128

l.x

l.x: create secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
684671	0	7664	634.5	7947.8	702.5	0.011	0.949	0.012	1.051	28172	16.8	0.041	8	501.7	602.5	101.5	1.339	NA	NA	ma120300_rel_withdbg.cz12b_sync_c32r128
764169	0	8596	711.8	8817.5	782.9	0.011	0.954	0.012	1.049	31038	19.2	0.041	8	501.7	603.0	101.5	0.116	NA	NA	ma120300_rel_withdbg.cz12c_sync_c32r128

l.i1

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1522	0	7972	124.6	8590.4	212.1	5.239	83.825	5.646	142.714	108292	3.5	71.170	736	645.8	748.2	101.3	6.908	150	0	ma120300_rel_withdbg.cz12b_sync_c32r128
1864	0	9858	154.0	10290.0	260.1	5.288	84.610	5.520	142.900	136776	4.1	73.378	704	647.3	750.2	100.3	5.789	150	50	ma120300_rel_withdbg.cz12c_sync_c32r128

l.i2

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
685	0	5529	86.4	5825.9	136.6	8.075	129.207	8.509	204.356	63720	2.3	93.062	1075	645.8	748.2	101.3	1.587	45	20	ma120300_rel_withdbg.cz12b_sync_c32r128
1095	0	8788	137.3	8554.4	212.8	8.024	128.383	7.811	198.984	102640	3.6	93.718	1052	647.3	750.2	100.3	0.947	65	30	ma120300_rel_withdbg.cz12c_sync_c32r128

qr100.L1

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1193	76784	5454	85.2	3261.9	82.5	0.071	1.137	2.735	70.870	480554	36.9	6.258	154	645.8	748.2	101.3	0.785	6991	464	ma120300_rel_withdbg.cz12b_sync_c32r128
1193	80859	5436	84.9	3117.2	82.1	0.067	1.076	2.614	70.483	501670	38.4	6.204	152	647.3	750.2	100.3	0.439	7087	2480	ma120300_rel_withdbg.cz12c_sync_c32r128

qp100.L2

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1185	1899	20830	325.5	8351.5	208.8	10.970	175.517	7.049	180.444	122007	4.9	64.251	826	645.8	748.2	101.3	1.184	144	16	ma120300_rel_withdbg.cz12b_sync_c32r128
1192	3788	32940	514.7	8741.9	224.9	8.697	139.146	7.334	193.165	156880	6.5	41.418	549	647.3	750.2	100.3	0.954	304	16	ma120300_rel_withdbg.cz12c_sync_c32r128

qr500.L3

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2005	37954	7739	120.9	7922.1	194.4	0.204	3.262	3.951	99.269	340309	25.0	8.966	211	645.8	748.2	101.3	0.865	3168	336	ma120300_rel_withdbg.cz12b_sync_c32r128
2802	37825	10749	168.0	10319.1	261.9	0.284	4.547	3.683	95.731	389351	26.7	10.293	226	647.3	750.2	100.3	0.592	3168	592	ma120300_rel_withdbg.cz12c_sync_c32r128

qp500.L4

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1505	564	11942	186.6	8271.8	203.1	21.155	338.479	5.495	138.168	138280	4.1	244.960	2324	645.9	748.3	101.3	0.986	32	0	ma120300_rel_withdbg.cz12b_sync_c32r128
1910	738	15390	240.5	10222.8	257.7	20.862	333.785	5.353	138.158	177278	5.1	240.311	2212	647.4	750.3	100.3	0.680	48	16	ma120300_rel_withdbg.cz12c_sync_c32r128

qr1000.L5

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1461	45510	8619	134.7	8425.5	209.3	0.189	3.030	5.766	146.695	366897	30.6	8.062	215	645.9	748.3	101.3	3.044	3967	1344	ma120300_rel_withdbg.cz12b_sync_c32r128
1852	45628	10862	169.7	10305.4	262.4	0.238	3.809	5.563	145.039	396875	32.0	8.698	224	647.4	750.3	100.3	4.550	4015	1184	ma120300_rel_withdbg.cz12c_sync_c32r128

qp1000.L6

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

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1121	1003	15993	249.9	8119.6	201.6	15.942	255.066	7.242	184.156	129111	4.5	128.699	1435	645.9	748.5	101.3	1.367	96	16	ma120300_rel_withdbg.cz12b_sync_c32r128
1362	1242	19682	307.5	9647.7	244.8	15.841	253.464	7.081	184.018	155661	5.0	125.291	1288	647.4	750.5	100.3	2.587	128	32	ma120300_rel_withdbg.cz12c_sync_c32r128

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.070	98.002	1.739	0.190	nonzero	0.000	0.000	0.000	0.353	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	98.272	0.860	0.827	0.040	nonzero	nonzero	0.000	0.000	1.047	ma120300_rel_withdbg.cz12c_sync_c32r128

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.022	15.585	81.178	3.204	0.012	0.000	6.908	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.000	0.018	47.091	51.759	1.129	0.004	0.000	5.789	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.758	53.447	44.432	1.352	0.010	0.000	6.855	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.001	1.334	63.899	34.355	0.409	0.002	0.000	4.839	ma120300_rel_withdbg.cz12c_sync_c32r128

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.006	44.333	54.961	0.699	0.001	0.000	0.000	1.587	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	nonzero	6.515	63.050	30.391	0.043	0.000	0.000	0.000	0.947	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.018	49.140	50.433	0.409	0.001	0.000	0.000	1.507	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.001	11.096	60.221	28.649	0.034	0.000	0.000	0.000	0.970	ma120300_rel_withdbg.cz12c_sync_c32r128

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.217	0.550	0.182	0.030	0.018	0.003	nonzero	0.000	0.000	0.000	0.785	ma120300_rel_withdbg.cz12b_sync_c32r128
99.343	0.506	0.123	0.020	0.008	0.001	nonzero	0.000	0.000	0.000	0.439	ma120300_rel_withdbg.cz12c_sync_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.042	70.359	20.764	8.303	0.532	0.000	0.000	1.890	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	4.681	80.241	11.731	3.301	0.046	0.000	0.000	1.430	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	1.875	79.062	11.208	7.644	0.211	0.000	0.000	1.863	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	14.539	71.759	11.382	2.292	0.028	0.000	0.000	1.377	ma120300_rel_withdbg.cz12c_sync_c32r128

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	7.992	36.983	49.997	4.494	0.525	0.009	nonzero	0.000	0.000	1.184	ma120300_rel_withdbg.cz12b_sync_c32r128
0.002	21.524	52.092	24.778	1.518	0.083	0.003	0.000	0.000	0.000	0.954	ma120300_rel_withdbg.cz12c_sync_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.002	10.130	71.681	16.595	1.593	0.000	0.000	2.230	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.023	48.565	44.560	6.574	0.278	0.000	0.000	1.586	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.002	18.410	64.465	16.282	0.840	0.000	0.000	2.001	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	1.234	63.553	29.722	5.391	0.100	0.000	0.000	1.430	ma120300_rel_withdbg.cz12c_sync_c32r128

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
94.226	3.583	1.469	0.470	0.235	0.016	nonzero	0.000	0.000	0.000	0.865	ma120300_rel_withdbg.cz12b_sync_c32r128
93.610	4.006	1.590	0.582	0.201	0.011	nonzero	0.000	0.000	0.000	0.592	ma120300_rel_withdbg.cz12c_sync_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.095	51.491	47.737	0.677	0.000	0.000	2.630	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.001	1.864	81.623	16.436	0.075	0.000	0.000	1.504	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.421	73.971	25.378	0.230	0.000	0.000	2.233	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.017	2.457	85.262	12.234	0.031	0.000	0.000	1.409	ma120300_rel_withdbg.cz12c_sync_c32r128

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	0.031	3.429	46.396	46.632	3.498	0.014	0.000	0.000	0.000	0.986	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.049	4.564	58.661	34.462	2.257	0.006	0.000	0.000	0.000	0.680	ma120300_rel_withdbg.cz12c_sync_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	nonzero	18.431	78.400	3.168	0.000	0.000	2.559	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.000	0.019	57.745	41.487	0.750	0.000	0.000	2.094	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.002	37.925	59.978	2.095	0.000	0.000	2.538	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.001	0.020	60.796	38.769	0.413	0.000	0.000	2.012	ma120300_rel_withdbg.cz12c_sync_c32r128

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
93.177	4.722	1.697	0.309	0.092	0.003	nonzero	nonzero	0.000	0.000	3.044	ma120300_rel_withdbg.cz12b_sync_c32r128
92.643	5.306	1.608	0.360	0.080	0.003	nonzero	nonzero	nonzero	0.000	4.550	ma120300_rel_withdbg.cz12c_sync_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	nonzero	21.627	75.236	3.125	0.012	0.000	5.333	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.000	0.013	44.922	54.411	0.641	0.014	0.000	5.539	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.001	32.086	66.276	1.628	0.009	0.000	5.253	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.000	0.036	46.441	53.147	0.365	0.012	0.000	5.462	ma120300_rel_withdbg.cz12c_sync_c32r128

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	0.102	7.353	72.663	19.244	0.636	0.001	nonzero	0.000	0.000	1.367	ma120300_rel_withdbg.cz12b_sync_c32r128
nonzero	0.119	8.753	81.725	9.296	0.107	0.001	nonzero	0.000	0.000	2.587	ma120300_rel_withdbg.cz12c_sync_c32r128

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.002	0.071	91.477	8.451	0.000	0.000	2.774	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.000	0.012	3.285	95.880	0.824	0.000	0.000	3.425	ma120300_rel_withdbg.cz12c_sync_c32r128

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.003	0.137	93.868	5.992	0.000	0.000	2.647	ma120300_rel_withdbg.cz12b_sync_c32r128
0.000	0.000	0.000	0.000	0.017	3.381	96.258	0.345	0.000	0.000	3.420	ma120300_rel_withdbg.cz12c_sync_c32r128