Introduction

This is a report for the insert benchmark with 480M docs and 24 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 80 cores, hyperthreads enabled, 256G RAM and fast NVMe with XFS. The benchmark was run with 24 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). There are 24 tables, with a client per table. It loads 20M rows per-table without secondary indexes, creates secondary indexes, then inserts 50M rows per-table with a delete per insert to avoid growing the table. It then does 3 read+write tests for 3600s each that do queries as fast as possible with 100, 500 and then 1000 inserts/second/client concurrent with the queries and 1000 deletes/second to avoid growing the table. The database is cached by RocksDB.

The tested DBMS are:


Contents


Summary

The numbers are inserts/s for l.i0 and l.i1, indexed docs (or rows) /s for l.x and queries/s for q100, q500, q1000. 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.i1q100.1q500.1q1000.1
fbmy5635_202210112144.cy9c5_u 5947961395640665521028009691585967
fbmy5635_20221011_732.cy9c5_u 5940591412059661301025129673286586
fbmy5635_20221011_743.cy9c5_u 5925921403801660251020289634885504
fbmy5635_20221011_745.cy9c5_u 5933251403801662801022959633685582
fbmy5635_20221011_750.cy9c5_u 5839421424629623571029669644486182
fbmy5635_20221011_751.cy9c5_u 5925921407918621861022069569386118
fbmy5635_20221011_752.cy9c5_u 5904061399708628301023759575586111
fbmy5635_20221011_753.cy9c5_u 5839421412059629791020779540386213
fbmy5635_20221011_754.cy9c5_u 5839421424629631581023329590685841
fbmy5635_20221011_760.cy9c5_u 6022581399708620991024729611487498
fbmy5635_20221011_778.cy9c5_u 6075951387572626531020599608787214
fbmy5635_20221011_783.cy9c5_u 6417111416224629821011799575286520
fbmy5635_20221011_793.cy9c5_u 6366051407918600211015409562986641
fbmy5635_20221011_7102.cy9c5_u 6250001391594600841011849512485897

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.i1q100.1q500.1q1000.1
fbmy5635_202210112144.cy9c5_u 1.001.001.001.001.001.00
fbmy5635_20221011_732.cy9c5_u 1.001.010.991.001.001.01
fbmy5635_20221011_743.cy9c5_u 1.001.010.990.990.990.99
fbmy5635_20221011_745.cy9c5_u 1.001.011.001.000.991.00
fbmy5635_20221011_750.cy9c5_u 0.981.020.941.001.001.00
fbmy5635_20221011_751.cy9c5_u 1.001.010.930.990.991.00
fbmy5635_20221011_752.cy9c5_u 0.991.000.941.000.991.00
fbmy5635_20221011_753.cy9c5_u 0.981.010.950.990.981.00
fbmy5635_20221011_754.cy9c5_u 0.981.020.951.000.991.00
fbmy5635_20221011_760.cy9c5_u 1.011.000.931.000.991.02
fbmy5635_20221011_778.cy9c5_u 1.020.990.940.990.991.01
fbmy5635_20221011_783.cy9c5_u 1.081.010.950.980.991.01
fbmy5635_20221011_793.cy9c5_u 1.071.010.900.990.991.01
fbmy5635_20221011_7102.cy9c5_u 1.051.000.900.980.981.00

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.

dbmsq100.1q500.1q1000.1
fbmy5635_202210112144.cy9c5_u23811190723821
fbmy5635_20221011_732.cy9c5_u23811191123828
fbmy5635_20221011_743.cy9c5_u23811190723828
fbmy5635_20221011_745.cy9c5_u23811190723828
fbmy5635_20221011_750.cy9c5_u23811190723828
fbmy5635_20221011_751.cy9c5_u23811190723828
fbmy5635_20221011_752.cy9c5_u23811190723834
fbmy5635_20221011_753.cy9c5_u23811190723828
fbmy5635_20221011_754.cy9c5_u23811190723821
fbmy5635_20221011_760.cy9c5_u23811190723821
fbmy5635_20221011_778.cy9c5_u23811190723821
fbmy5635_20221011_783.cy9c5_u23811190723828
fbmy5635_20221011_793.cy9c5_u23811190723828
fbmy5635_20221011_7102.cy9c5_u23811190723828
target24001200024000

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
fbmy5635_202210112144.cy9c5_u0.23265.45934.268nonzero0.0410.097
fbmy5635_20221011_732.cy9c5_u0.22064.24135.497nonzero0.0410.182
fbmy5635_20221011_743.cy9c5_u0.18165.72834.049nonzero0.0420.114
fbmy5635_20221011_745.cy9c5_u0.24164.49135.2250.0010.0420.096
fbmy5635_20221011_750.cy9c5_u0.21463.11936.6260.0010.0410.114
fbmy5635_20221011_751.cy9c5_u0.21064.75534.993nonzero0.0410.107
fbmy5635_20221011_752.cy9c5_u0.21064.19935.5490.0010.0410.096
fbmy5635_20221011_753.cy9c5_u0.24662.04837.665nonzero0.0410.107
fbmy5635_20221011_754.cy9c5_u0.19962.46537.2930.0020.0420.098
fbmy5635_20221011_760.cy9c5_u0.16968.90630.8820.0010.0420.100
fbmy5635_20221011_778.cy9c5_u0.20170.18729.5690.0010.0420.110
fbmy5635_20221011_783.cy9c5_u0.19180.72819.039nonzero0.0420.092
fbmy5635_20221011_793.cy9c5_u0.20479.43320.3210.0420.094
fbmy5635_20221011_7102.cy9c5_u0.16876.37023.420nonzero0.0420.099

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
594796	0	0	0.0	2445.1	294.0	0.000	0.000	0.004	0.506	538647	40.8	0.906	55	15.5	16.6	5.1	0.097	25674	15795	480m.fbmy5635_202210112144.cy9c5_u
594059	0	0	0.0	2417.1	282.2	0.000	0.000	0.004	0.486	534475	41.1	0.900	55	15.6	16.8	5.0	0.182	25375	18581	480m.fbmy5635_20221011_732.cy9c5_u
592592	0	0	0.0	2444.9	293.1	0.000	0.000	0.004	0.506	501533	41.0	0.846	55	15.5	16.6	5.1	0.114	25574	14585	480m.fbmy5635_20221011_743.cy9c5_u
593325	0	0	0.0	2432.7	289.8	0.000	0.000	0.004	0.500	516353	41.1	0.870	55	15.5	16.7	5.1	0.096	25275	17882	480m.fbmy5635_20221011_745.cy9c5_u
583942	0	0	0.0	2617.1	313.4	0.000	0.000	0.004	0.550	481084	42.1	0.824	58	15.5	16.7	4.8	0.114	25272	14386	480m.fbmy5635_20221011_750.cy9c5_u
592592	0	0	0.0	2619.8	315.1	0.000	0.000	0.004	0.544	483148	42.4	0.815	57	15.4	16.6	4.8	0.107	25674	19083	480m.fbmy5635_20221011_751.cy9c5_u
590406	0	0	0.0	2641.9	317.8	0.000	0.000	0.004	0.551	489650	42.6	0.829	58	15.4	16.6	4.8	0.096	25674	14186	480m.fbmy5635_20221011_752.cy9c5_u
583942	0	0	0.0	2615.7	316.6	0.000	0.000	0.004	0.555	510025	42.6	0.873	58	15.5	16.6	4.8	0.107	25475	18781	480m.fbmy5635_20221011_753.cy9c5_u
583942	0	0	0.0	2597.8	312.1	0.000	0.000	0.004	0.547	507074	42.7	0.868	58	15.4	16.6	4.8	0.098	25175	14186	480m.fbmy5635_20221011_754.cy9c5_u
602258	0	0	0.0	2732.4	330.3	0.000	0.000	0.005	0.562	422430	42.0	0.701	56	15.4	16.5	4.8	0.100	26074	18080	480m.fbmy5635_20221011_760.cy9c5_u
607595	0	0	0.0	2795.9	337.9	0.000	0.000	0.005	0.570	387428	41.5	0.638	55	15.5	16.6	4.9	0.110	26174	19680	480m.fbmy5635_20221011_778.cy9c5_u
641711	0	0	0.0	2151.0	257.9	0.000	0.000	0.003	0.412	244501	36.1	0.381	45	15.2	16.4	4.1	0.092	27572	21978	480m.fbmy5635_20221011_783.cy9c5_u
636605	0	0	0.0	2157.0	258.6	0.000	0.000	0.003	0.416	234134	35.7	0.368	45	15.2	16.4	4.2	0.094	26973	21077	480m.fbmy5635_20221011_793.cy9c5_u
625000	0	0	0.0	2149.4	258.6	0.000	0.000	0.003	0.424	293576	37.6	0.470	48	15.0	16.2	4.0	0.099	27073	20480	480m.fbmy5635_20221011_7102.cy9c5_u

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
1395640	0	29	0.2	1864.7	204.6	0.000	0.000	0.001	0.150	32308	27.7	0.023	16	32.4	33.5	44.3	0.003	NA	NA	480m.fbmy5635_202210112144.cy9c5_u
1412059	0	29	0.2	1886.6	205.4	0.000	0.000	0.001	0.149	28717	28.6	0.020	16	32.4	33.5	43.9	0.003	NA	NA	480m.fbmy5635_20221011_732.cy9c5_u
1403801	0	29	0.2	1877.8	205.4	0.000	0.000	0.001	0.150	28218	28.8	0.020	16	32.4	33.5	43.2	0.003	NA	NA	480m.fbmy5635_20221011_743.cy9c5_u
1403801	0	29	0.2	1897.8	208.3	0.000	0.000	0.001	0.152	26019	28.9	0.019	16	32.4	33.5	45.1	0.003	NA	NA	480m.fbmy5635_20221011_745.cy9c5_u
1424629	0	30	0.2	1870.2	204.5	0.000	0.000	0.001	0.147	25828	28.7	0.018	16	32.4	33.5	41.8	0.003	NA	NA	480m.fbmy5635_20221011_750.cy9c5_u
1407918	0	29	0.2	1821.1	198.7	0.000	0.000	0.001	0.145	28875	28.5	0.021	16	32.3	33.5	40.3	0.003	NA	NA	480m.fbmy5635_20221011_751.cy9c5_u
1399708	0	29	0.2	1820.3	198.7	0.000	0.000	0.001	0.145	29174	28.8	0.021	16	32.4	33.6	41.9	0.002	NA	NA	480m.fbmy5635_20221011_752.cy9c5_u
1412059	0	29	0.2	1847.1	202.4	0.000	0.000	0.001	0.147	29513	28.7	0.021	16	32.4	33.5	41.1	0.003	NA	NA	480m.fbmy5635_20221011_753.cy9c5_u
1424629	0	30	0.2	1844.2	201.2	0.000	0.000	0.001	0.145	27255	29.3	0.019	16	32.4	33.5	42.0	0.003	NA	NA	480m.fbmy5635_20221011_754.cy9c5_u
1399708	0	29	0.2	1809.3	197.4	0.000	0.000	0.001	0.144	31160	29.0	0.022	17	32.4	33.5	40.5	0.003	NA	NA	480m.fbmy5635_20221011_760.cy9c5_u
1387572	0	29	0.2	1799.8	196.9	0.000	0.000	0.001	0.145	30533	29.2	0.022	17	32.4	33.6	41.1	0.002	NA	NA	480m.fbmy5635_20221011_778.cy9c5_u
1416224	0	29	0.2	1783.7	194.6	0.000	0.000	0.001	0.141	28863	28.4	0.020	16	32.4	33.5	39.4	0.002	NA	NA	480m.fbmy5635_20221011_783.cy9c5_u
1407918	0	29	0.2	1784.5	194.6	0.000	0.000	0.001	0.142	29526	29.0	0.021	16	32.3	33.5	41.1	0.003	NA	NA	480m.fbmy5635_20221011_793.cy9c5_u
1391594	0	29	0.2	1755.4	191.1	0.000	0.000	0.001	0.141	25023	28.4	0.018	16	32.3	33.5	39.4	0.002	NA	NA	480m.fbmy5635_20221011_7102.cy9c5_u

l.i1

l.i1: continue load after secondary indexes created. 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
fbmy5635_202210112144.cy9c5_u0.04022.75677.2020.0030.177
fbmy5635_20221011_732.cy9c5_u0.03722.08477.8740.0040.234
fbmy5635_20221011_743.cy9c5_u0.03421.94178.0200.0040.158
fbmy5635_20221011_745.cy9c5_unonzero0.04322.31477.6380.0050.176
fbmy5635_20221011_750.cy9c5_u0.03215.69284.2740.0030.154
fbmy5635_20221011_751.cy9c5_u0.03215.49684.4680.0040.185
fbmy5635_20221011_752.cy9c5_u0.03416.58083.3830.0030.137
fbmy5635_20221011_753.cy9c5_u0.03316.88283.0820.0030.151
fbmy5635_20221011_754.cy9c5_u0.03517.15682.8050.0030.147
fbmy5635_20221011_760.cy9c5_u0.03315.22584.7370.0050.155
fbmy5635_20221011_778.cy9c5_u0.03516.08183.8810.0040.158
fbmy5635_20221011_783.cy9c5_u0.03016.46083.5070.0030.134
fbmy5635_20221011_793.cy9c5_u0.03112.14787.8190.0030.170
fbmy5635_20221011_7102.cy9c5_u0.03312.15087.8130.0040.166

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
fbmy5635_202210112144.cy9c5_unonzero0.04025.76074.1960.003nonzero0.305
fbmy5635_20221011_732.cy9c5_u0.0010.03924.80475.1520.0050.234
fbmy5635_20221011_743.cy9c5_unonzero0.03524.96674.9940.0050.157
fbmy5635_20221011_745.cy9c5_unonzero0.04524.91075.0400.0060.178
fbmy5635_20221011_750.cy9c5_u0.0010.03117.27182.6930.0040.185
fbmy5635_20221011_751.cy9c5_unonzero0.03316.93983.0240.0050.198
fbmy5635_20221011_752.cy9c5_unonzero0.03518.19781.7640.0040.198
fbmy5635_20221011_753.cy9c5_unonzero0.03318.48781.4770.0040.198
fbmy5635_20221011_754.cy9c5_u0.0010.03518.84981.1110.0040.194
fbmy5635_20221011_760.cy9c5_unonzero0.03416.44483.5170.0050.206
fbmy5635_20221011_778.cy9c5_unonzero0.03517.31082.6500.0040.187
fbmy5635_20221011_783.cy9c5_unonzero0.03018.46581.5020.0030.224
fbmy5635_20221011_793.cy9c5_unonzero0.03113.59486.3700.0040.172
fbmy5635_20221011_7102.cy9c5_unonzero0.03313.70686.2560.0040.185

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
66552	0	87	1.1	1822.9	217.6	0.001	0.017	0.027	3.348	137200	16.5	2.062	198	37.5	37.6	177.1	0.177	2797	2497	480m.fbmy5635_202210112144.cy9c5_u
66130	0	116	1.1	1811.1	192.4	0.002	0.018	0.027	2.980	131739	16.7	1.992	202	37.6	37.6	177.0	0.234	2748	2497	480m.fbmy5635_20221011_732.cy9c5_u
66025	0	82	1.1	1808.1	201.4	0.001	0.016	0.027	3.124	131476	16.9	1.991	205	37.4	37.4	177.1	0.158	2747	2497	480m.fbmy5635_20221011_743.cy9c5_u
66280	0	147	1.5	1814.2	207.5	0.002	0.022	0.027	3.206	129967	16.9	1.961	204	38.0	38.1	177.1	0.176	2748	2497	480m.fbmy5635_20221011_745.cy9c5_u
62357	0	81	1.0	1714.2	201.6	0.001	0.016	0.027	3.311	123174	16.8	1.975	216	36.9	37.0	176.7	0.154	2597	2347	480m.fbmy5635_20221011_750.cy9c5_u
62186	0	75	0.9	1711.8	194.9	0.001	0.015	0.028	3.210	128408	17.0	2.065	219	39.4	39.4	176.6	0.185	2597	2347	480m.fbmy5635_20221011_751.cy9c5_u
62830	0	73	0.9	1730.6	198.7	0.001	0.015	0.028	3.238	129325	17.1	2.058	218	37.4	37.5	176.6	0.137	2647	2348	480m.fbmy5635_20221011_752.cy9c5_u
62979	0	69	0.9	1731.5	199.0	0.001	0.015	0.027	3.235	131166	17.2	2.083	218	36.7	36.7	176.6	0.151	2647	2348	480m.fbmy5635_20221011_753.cy9c5_u
63158	0	68	0.9	1736.0	203.9	0.001	0.015	0.027	3.306	127096	17.2	2.012	218	37.4	37.4	176.6	0.147	2647	2348	480m.fbmy5635_20221011_754.cy9c5_u
62099	0	101	1.1	1724.4	198.8	0.002	0.018	0.028	3.279	117909	17.0	1.899	219	40.0	40.1	176.8	0.155	2597	2298	480m.fbmy5635_20221011_760.cy9c5_u
62653	0	98	1.1	1754.9	204.8	0.002	0.018	0.028	3.347	115100	17.1	1.837	218	36.8	36.9	176.9	0.158	2598	2347	480m.fbmy5635_20221011_778.cy9c5_u
62982	0	48	0.9	1536.0	180.4	0.001	0.015	0.024	2.933	118473	16.1	1.881	205	38.0	38.1	177.3	0.134	2647	2348	480m.fbmy5635_20221011_783.cy9c5_u
60021	0	64	1.0	1486.2	171.6	0.001	0.017	0.025	2.928	113819	15.6	1.896	208	37.7	37.8	177.1	0.170	2498	2247	480m.fbmy5635_20221011_793.cy9c5_u
60084	0	48	0.9	1460.0	168.0	0.001	0.015	0.024	2.863	114402	15.9	1.904	212	37.7	37.8	177.2	0.166	2498	2247	480m.fbmy5635_20221011_7102.cy9c5_u

q100.1

q100.1: 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
fbmy5635_202210112144.cy9c5_u78.87221.1270.001nonzero0.010
fbmy5635_20221011_732.cy9c5_u78.49721.5020.001nonzerononzero0.047
fbmy5635_20221011_743.cy9c5_u77.70422.2950.001nonzerononzero0.062
fbmy5635_20221011_745.cy9c5_u78.25021.7490.001nonzerononzero0.059
fbmy5635_20221011_750.cy9c5_u79.07820.9210.001nonzerononzero0.046
fbmy5635_20221011_751.cy9c5_u77.92322.0760.001nonzerononzero0.023
fbmy5635_20221011_752.cy9c5_u78.27321.7260.001nonzerononzerononzero0.066
fbmy5635_20221011_753.cy9c5_u77.73022.2690.001nonzerononzerononzero0.080
fbmy5635_20221011_754.cy9c5_u78.12821.8710.001nonzerononzero0.024
fbmy5635_20221011_760.cy9c5_u78.12521.8740.001nonzerononzero0.023
fbmy5635_20221011_778.cy9c5_u77.68122.3180.001nonzero0.010
fbmy5635_20221011_783.cy9c5_u76.21423.7850.001nonzerononzero0.022
fbmy5635_20221011_793.cy9c5_u76.63623.3630.001nonzerononzero0.021
fbmy5635_20221011_7102.cy9c5_u76.24323.7560.001nonzerononzero0.062

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
fbmy5635_202210112144.cy9c5_u99.9970.0030.008
fbmy5635_20221011_732.cy9c5_u99.9990.0010.004
fbmy5635_20221011_743.cy9c5_u99.9950.0050.007
fbmy5635_20221011_745.cy9c5_u99.9940.0060.007
fbmy5635_20221011_750.cy9c5_u99.9980.0020.006
fbmy5635_20221011_751.cy9c5_u99.9960.0040.006
fbmy5635_20221011_752.cy9c5_u99.9970.0030.005
fbmy5635_20221011_753.cy9c5_u99.9870.0130.007
fbmy5635_20221011_754.cy9c5_u99.9950.0050.007
fbmy5635_20221011_760.cy9c5_u99.9980.0020.005
fbmy5635_20221011_778.cy9c5_u99.9980.0020.006
fbmy5635_20221011_783.cy9c5_u99.5970.3990.0040.053
fbmy5635_20221011_793.cy9c5_u99.6930.3070.013
fbmy5635_20221011_7102.cy9c5_u99.9360.0640.007

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
fbmy5635_202210112144.cy9c5_u0.00399.9920.0030.0010.0010.066
fbmy5635_20221011_732.cy9c5_u0.00599.9900.0030.0020.062
fbmy5635_20221011_743.cy9c5_u0.00399.9920.0030.0010.0010.089
fbmy5635_20221011_745.cy9c5_u99.9900.0060.0030.0010.090
fbmy5635_20221011_750.cy9c5_u0.00199.9940.0020.0020.0010.064
fbmy5635_20221011_751.cy9c5_u99.9940.0040.0020.044
fbmy5635_20221011_752.cy9c5_u0.00199.9950.0010.0030.053
fbmy5635_20221011_753.cy9c5_u99.9920.0060.0020.057
fbmy5635_20221011_754.cy9c5_u99.9920.0030.0030.0010.068
fbmy5635_20221011_760.cy9c5_u99.9940.0020.0030.0010.077
fbmy5635_20221011_778.cy9c5_u0.00199.9910.0040.0030.0010.067
fbmy5635_20221011_783.cy9c5_u0.00199.7670.2250.0060.058
fbmy5635_20221011_793.cy9c5_u99.8020.1960.0020.0010.079
fbmy5635_20221011_7102.cy9c5_u0.00199.9630.0340.0020.0010.067

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
2381	102800	5	0.1	97.1	10.8	0.000	0.001	0.041	4.640	465340	31.7	4.527	247	36.0	37.9	178.2	0.010	4284	3788	480m.fbmy5635_202210112144.cy9c5_u
2381	102512	5	0.1	98.0	11.1	0.000	0.001	0.041	4.792	462090	32.1	4.508	251	36.0	37.9	178.3	0.047	4284	3789	480m.fbmy5635_20221011_732.cy9c5_u
2381	102028	8	0.1	97.1	11.0	0.000	0.001	0.041	4.741	457506	32.1	4.484	252	36.0	37.9	178.3	0.062	4236	3724	480m.fbmy5635_20221011_743.cy9c5_u
2381	102295	8	0.1	103.6	11.8	0.000	0.001	0.043	5.082	456204	32.0	4.460	250	35.9	37.8	178.5	0.059	4284	3740	480m.fbmy5635_20221011_745.cy9c5_u
2381	102966	2	0.0	87.6	9.9	0.000	0.000	0.037	4.237	456020	32.0	4.429	249	36.0	37.9	177.9	0.046	4315	3788	480m.fbmy5635_20221011_750.cy9c5_u
2381	102206	6	0.1	88.2	9.9	0.000	0.001	0.037	4.272	457694	32.1	4.478	251	36.0	37.9	178.0	0.023	4300	3804	480m.fbmy5635_20221011_751.cy9c5_u
2381	102375	5	0.0	92.7	10.5	0.000	0.000	0.039	4.508	460055	32.1	4.494	251	35.9	37.8	178.0	0.066	4267	3788	480m.fbmy5635_20221011_752.cy9c5_u
2381	102077	4	0.1	90.1	10.2	0.000	0.001	0.038	4.369	457782	32.0	4.485	251	36.1	38.0	178.0	0.080	4300	3804	480m.fbmy5635_20221011_753.cy9c5_u
2381	102332	7	0.1	94.3	10.7	0.000	0.001	0.040	4.586	456717	32.0	4.463	250	36.1	38.0	178.1	0.024	4252	3772	480m.fbmy5635_20221011_754.cy9c5_u
2381	102472	10	0.1	92.8	10.5	0.000	0.001	0.039	4.512	454402	32.0	4.434	250	36.0	38.0	178.3	0.023	4252	3708	480m.fbmy5635_20221011_760.cy9c5_u
2381	102059	7	0.0	96.5	11.0	0.000	0.000	0.041	4.709	452925	32.0	4.438	251	35.9	37.8	178.4	0.010	4268	3772	480m.fbmy5635_20221011_778.cy9c5_u
2381	101179	11	0.3	78.3	8.7	0.000	0.003	0.033	3.721	448750	32.0	4.435	253	37.1	39.1	178.6	0.022	4235	3741	480m.fbmy5635_20221011_783.cy9c5_u
2381	101540	13	0.3	79.1	8.8	0.000	0.003	0.033	3.773	448469	31.9	4.417	251	37.1	39.0	178.5	0.021	4252	3756	480m.fbmy5635_20221011_793.cy9c5_u
2381	101184	14	0.3	80.1	8.9	0.000	0.003	0.034	3.817	445218	32.0	4.400	253	37.2	39.1	178.7	0.062	4219	3692	480m.fbmy5635_20221011_7102.cy9c5_u

q500.1

q500.1: 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
fbmy5635_202210112144.cy9c5_u69.11030.8880.001nonzerononzerononzero0.083
fbmy5635_20221011_732.cy9c5_u68.80631.1920.001nonzerononzerononzero0.084
fbmy5635_20221011_743.cy9c5_u68.06731.9310.001nonzerononzerononzero0.084
fbmy5635_20221011_745.cy9c5_u68.13531.8640.001nonzerononzerononzero0.115
fbmy5635_20221011_750.cy9c5_u68.15931.8390.001nonzerononzerononzero0.084
fbmy5635_20221011_751.cy9c5_u66.79433.2040.001nonzerononzerononzero0.132
fbmy5635_20221011_752.cy9c5_u66.95833.0400.001nonzerononzerononzero0.135
fbmy5635_20221011_753.cy9c5_u66.32733.6710.002nonzerononzerononzero0.081
fbmy5635_20221011_754.cy9c5_u67.20332.7950.001nonzerononzerononzero0.082
fbmy5635_20221011_760.cy9c5_u67.44332.5550.001nonzerononzerononzero0.088
fbmy5635_20221011_778.cy9c5_u67.58532.4130.001nonzerononzerononzero0.083
fbmy5635_20221011_783.cy9c5_u66.84133.1570.002nonzerononzerononzero0.081
fbmy5635_20221011_793.cy9c5_u66.55633.4410.002nonzerononzerononzero0.082
fbmy5635_20221011_7102.cy9c5_u65.57634.4210.002nonzerononzerononzero0.091

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
fbmy5635_202210112144.cy9c5_u99.1030.8940.0010.0010.082
fbmy5635_20221011_732.cy9c5_u99.9830.0130.0020.0020.081
fbmy5635_20221011_743.cy9c5_u99.9400.0580.0010.0010.084
fbmy5635_20221011_745.cy9c5_u96.7873.2100.002nonzero0.077
fbmy5635_20221011_750.cy9c5_u96.3603.6380.0020.0010.082
fbmy5635_20221011_751.cy9c5_u93.5166.4800.0030.0010.083
fbmy5635_20221011_752.cy9c5_u99.9600.0380.0020.0010.079
fbmy5635_20221011_753.cy9c5_u99.9560.0380.0040.0020.081
fbmy5635_20221011_754.cy9c5_u99.9890.0090.001nonzero0.079
fbmy5635_20221011_760.cy9c5_u99.9760.0200.0030.0010.079
fbmy5635_20221011_778.cy9c5_u99.3450.6520.0020.0010.082
fbmy5635_20221011_783.cy9c5_u37.27262.7130.0130.0020.086
fbmy5635_20221011_793.cy9c5_u26.08864.2959.6160.0010.088
fbmy5635_20221011_7102.cy9c5_u32.25165.3572.3890.0030.099

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
fbmy5635_202210112144.cy9c5_u0.00199.3320.6550.0100.0030.096
fbmy5635_20221011_732.cy9c5_u0.00199.9740.0130.0090.0030.101
fbmy5635_20221011_743.cy9c5_unonzero99.9420.0470.0080.0020.091
fbmy5635_20221011_745.cy9c5_u0.00397.4312.5570.0080.0020.096
fbmy5635_20221011_750.cy9c5_unonzero96.9463.0420.0100.0020.085
fbmy5635_20221011_751.cy9c5_unonzero94.5975.3900.0110.0020.088
fbmy5635_20221011_752.cy9c5_unonzero99.9600.0270.0110.0020.088
fbmy5635_20221011_753.cy9c5_u99.9600.0270.0100.0030.082
fbmy5635_20221011_754.cy9c5_unonzero99.9730.0130.0110.0030.089
fbmy5635_20221011_760.cy9c5_u99.9680.0190.0110.0020.078
fbmy5635_20221011_778.cy9c5_u99.4600.5290.0090.0030.097
fbmy5635_20221011_783.cy9c5_u41.93258.0460.0180.0040.087
fbmy5635_20221011_793.cy9c5_u27.87263.3488.7750.0050.092
fbmy5635_20221011_7102.cy9c5_u0.00134.98562.8992.1110.0040.099

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
11907	96915	25	0.3	381.6	44.6	0.000	0.003	0.032	3.835	454727	33.6	4.692	277	36.3	37.4	183.4	0.083	4060	3532	480m.fbmy5635_202210112144.cy9c5_u
11911	96732	25	0.2	379.9	44.6	0.000	0.002	0.032	3.837	450250	34.0	4.655	281	36.4	37.6	183.8	0.084	4028	3501	480m.fbmy5635_20221011_732.cy9c5_u
11907	96348	29	0.3	378.2	44.4	0.000	0.003	0.032	3.819	445938	33.9	4.628	281	36.1	37.3	183.6	0.084	4028	3485	480m.fbmy5635_20221011_743.cy9c5_u
11907	96336	20	0.2	376.8	44.3	0.000	0.002	0.032	3.806	444839	33.8	4.618	281	36.0	37.2	183.8	0.115	4028	3469	480m.fbmy5635_20221011_745.cy9c5_u
11907	96444	25	0.3	370.2	43.4	0.000	0.003	0.031	3.734	442882	34.1	4.592	283	36.0	37.2	183.1	0.084	4044	3453	480m.fbmy5635_20221011_750.cy9c5_u
11907	95693	22	0.2	368.7	43.3	0.000	0.002	0.031	3.724	443968	33.9	4.640	283	36.3	37.5	183.0	0.132	3996	3437	480m.fbmy5635_20221011_751.cy9c5_u
11907	95755	21	0.2	371.8	43.7	0.000	0.002	0.031	3.754	445544	34.0	4.653	284	36.0	37.1	183.1	0.135	3980	3437	480m.fbmy5635_20221011_752.cy9c5_u
11907	95403	29	0.3	371.9	43.6	0.000	0.003	0.031	3.752	444268	34.2	4.657	287	36.4	37.5	183.2	0.081	3980	3421	480m.fbmy5635_20221011_753.cy9c5_u
11907	95906	27	0.2	370.5	43.5	0.000	0.002	0.031	3.737	442600	34.0	4.615	284	36.0	37.2	183.3	0.082	4012	3469	480m.fbmy5635_20221011_754.cy9c5_u
11907	96114	31	0.2	369.3	43.0	0.000	0.003	0.031	3.699	439391	34.0	4.572	283	36.1	37.3	183.2	0.088	4012	3421	480m.fbmy5635_20221011_760.cy9c5_u
11907	96087	33	0.2	374.1	43.9	0.000	0.003	0.031	3.775	439574	34.0	4.575	283	36.4	37.7	183.3	0.083	4012	3469	480m.fbmy5635_20221011_778.cy9c5_u
11907	95752	16	0.3	329.3	38.3	0.000	0.003	0.028	3.295	439080	34.1	4.586	285	37.3	38.5	183.1	0.081	4012	3469	480m.fbmy5635_20221011_783.cy9c5_u
11907	95629	16	0.2	329.6	38.1	0.000	0.002	0.028	3.277	438910	34.1	4.590	285	37.5	38.7	183.2	0.082	3980	3452	480m.fbmy5635_20221011_793.cy9c5_u
11907	95124	14	0.2	325.1	36.8	0.000	0.002	0.027	3.169	434291	34.0	4.566	286	37.3	38.4	183.0	0.091	3981	3421	480m.fbmy5635_20221011_7102.cy9c5_u

q1000.1

q1000.1: 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
fbmy5635_202210112144.cy9c5_u45.68254.3110.007nonzerononzerononzero0.077
fbmy5635_20221011_732.cy9c5_u47.05552.9400.005nonzerononzerononzero0.081
fbmy5635_20221011_743.cy9c5_u44.48055.5120.008nonzerononzerononzero0.094
fbmy5635_20221011_745.cy9c5_u44.76555.2270.008nonzerononzerononzero0.099
fbmy5635_20221011_750.cy9c5_u45.87454.1190.007nonzerononzerononzero0.090
fbmy5635_20221011_751.cy9c5_u45.85054.1420.007nonzerononzerononzero0.093
fbmy5635_20221011_752.cy9c5_u45.74554.2480.007nonzerononzerononzero0.088
fbmy5635_20221011_753.cy9c5_u45.95154.0420.007nonzerononzerononzero0.143
fbmy5635_20221011_754.cy9c5_u45.29554.6950.009nonzerononzerononzero0.105
fbmy5635_20221011_760.cy9c5_u49.09450.9010.005nonzerononzerononzero0.125
fbmy5635_20221011_778.cy9c5_u48.58451.4100.006nonzerononzerononzero0.085
fbmy5635_20221011_783.cy9c5_u47.03652.9520.012nonzerononzerononzero0.159
fbmy5635_20221011_793.cy9c5_u47.04752.9420.012nonzerononzerononzero0.090
fbmy5635_20221011_7102.cy9c5_u45.33354.6560.011nonzerononzerononzero0.077

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
fbmy5635_202210112144.cy9c5_u19.12040.54940.330nonzero0.087
fbmy5635_20221011_732.cy9c5_u27.75365.9726.2720.0030.098
fbmy5635_20221011_743.cy9c5_u14.28038.52247.1970.0010.099
fbmy5635_20221011_745.cy9c5_u15.13237.91546.9490.0040.130
fbmy5635_20221011_750.cy9c5_u10.67260.82428.5030.0010.102
fbmy5635_20221011_751.cy9c5_u15.05038.80846.1400.0010.099
fbmy5635_20221011_752.cy9c5_u4.11959.00736.8710.0030.102
fbmy5635_20221011_753.cy9c5_u13.48860.04526.4650.0020.100
fbmy5635_20221011_754.cy9c5_u16.59930.39553.0020.0040.107
fbmy5635_20221011_760.cy9c5_u19.81170.5459.6440.046
fbmy5635_20221011_778.cy9c5_u15.67971.84012.4810.0010.090
fbmy5635_20221011_783.cy9c5_u1.24314.05584.7010.0010.101
fbmy5635_20221011_793.cy9c5_u1.74112.89385.3630.0030.099
fbmy5635_20221011_7102.cy9c5_u1.38414.02784.5850.0040.104

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
fbmy5635_202210112144.cy9c5_u19.61940.80539.5750.0010.105
fbmy5635_20221011_732.cy9c5_u29.74664.2016.0480.0040.102
fbmy5635_20221011_743.cy9c5_u14.49739.49646.0040.0030.107
fbmy5635_20221011_745.cy9c5_u15.50338.40246.0890.0060.130
fbmy5635_20221011_750.cy9c5_u11.02861.16027.8090.0030.102
fbmy5635_20221011_751.cy9c5_u15.34439.36245.2900.0030.120
fbmy5635_20221011_752.cy9c5_u4.32559.78535.8860.0040.114
fbmy5635_20221011_753.cy9c5_u14.63759.50425.8560.0030.100
fbmy5635_20221011_754.cy9c5_u16.67430.98352.3380.0050.106
fbmy5635_20221011_760.cy9c5_u20.95169.6869.3610.0020.100
fbmy5635_20221011_778.cy9c5_u16.40671.39912.1920.0030.132
fbmy5635_20221011_783.cy9c5_u1.20615.30583.4870.0020.099
fbmy5635_20221011_793.cy9c5_u1.71313.92084.3630.0040.099
fbmy5635_20221011_7102.cy9c5_unonzero1.37215.11983.5040.0050.104

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
23821	85967	61	0.5	677.3	78.8	0.001	0.006	0.028	3.388	443432	36.5	5.158	340	38.2	39.9	185.2	0.077	3596	3037	480m.fbmy5635_202210112144.cy9c5_u
23828	86586	60	0.5	683.1	80.0	0.001	0.006	0.029	3.439	441524	36.8	5.099	340	37.8	39.5	185.3	0.081	3612	3085	480m.fbmy5635_20221011_732.cy9c5_u
23828	85504	59	0.5	666.4	78.4	0.001	0.005	0.028	3.368	432789	37.0	5.062	346	38.0	39.7	185.1	0.094	3564	3053	480m.fbmy5635_20221011_743.cy9c5_u
23828	85582	78	0.6	681.1	79.9	0.001	0.008	0.029	3.433	430644	36.9	5.032	345	37.6	39.2	185.2	0.099	3548	3005	480m.fbmy5635_20221011_745.cy9c5_u
23828	86182	50	0.5	705.5	83.1	0.001	0.006	0.030	3.569	428130	37.4	4.968	347	37.2	38.8	185.5	0.090	3580	3021	480m.fbmy5635_20221011_750.cy9c5_u
23828	86118	59	0.5	705.7	83.3	0.001	0.006	0.030	3.581	432040	37.4	5.017	347	36.9	38.5	185.3	0.093	3596	3037	480m.fbmy5635_20221011_751.cy9c5_u
23834	86111	48	0.4	703.9	83.3	0.001	0.005	0.030	3.579	435218	37.4	5.054	347	37.1	38.7	185.2	0.088	3583	3005	480m.fbmy5635_20221011_752.cy9c5_u
23828	86213	64	0.5	699.0	82.0	0.001	0.006	0.029	3.522	434008	37.4	5.034	347	36.9	38.5	185.2	0.143	3580	3037	480m.fbmy5635_20221011_753.cy9c5_u
23821	85841	60	0.5	710.8	83.7	0.001	0.005	0.030	3.597	430391	37.5	5.014	349	36.8	38.5	185.3	0.105	3564	2957	480m.fbmy5635_20221011_754.cy9c5_u
23821	87498	107	0.8	702.2	81.9	0.001	0.009	0.029	3.520	428178	37.4	4.894	342	36.9	38.5	185.3	0.125	3644	3037	480m.fbmy5635_20221011_760.cy9c5_u
23821	87214	113	0.8	696.3	81.7	0.001	0.009	0.029	3.510	428047	37.4	4.908	343	36.7	38.4	185.4	0.085	3644	3069	480m.fbmy5635_20221011_778.cy9c5_u
23828	86520	34	0.4	612.7	71.6	0.000	0.005	0.026	3.078	428202	37.3	4.949	345	38.1	39.8	185.2	0.159	3596	3005	480m.fbmy5635_20221011_783.cy9c5_u
23828	86641	59	0.5	611.3	70.8	0.001	0.006	0.026	3.041	427693	37.5	4.936	346	38.3	40.0	185.3	0.090	3596	3021	480m.fbmy5635_20221011_793.cy9c5_u
23828	85897	48	0.5	611.0	70.8	0.001	0.006	0.026	3.041	423819	37.6	4.934	350	38.4	40.0	185.4	0.077	3580	2989	480m.fbmy5635_20221011_7102.cy9c5_u

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
594796	0	0	0.0	2445.1	294.0	0.000	0.000	0.004	0.506	538647	40.8	0.906	55	15.5	16.6	5.1	0.097	25674	15795	480m.fbmy5635_202210112144.cy9c5_u
594059	0	0	0.0	2417.1	282.2	0.000	0.000	0.004	0.486	534475	41.1	0.900	55	15.6	16.8	5.0	0.182	25375	18581	480m.fbmy5635_20221011_732.cy9c5_u
592592	0	0	0.0	2444.9	293.1	0.000	0.000	0.004	0.506	501533	41.0	0.846	55	15.5	16.6	5.1	0.114	25574	14585	480m.fbmy5635_20221011_743.cy9c5_u
593325	0	0	0.0	2432.7	289.8	0.000	0.000	0.004	0.500	516353	41.1	0.870	55	15.5	16.7	5.1	0.096	25275	17882	480m.fbmy5635_20221011_745.cy9c5_u
583942	0	0	0.0	2617.1	313.4	0.000	0.000	0.004	0.550	481084	42.1	0.824	58	15.5	16.7	4.8	0.114	25272	14386	480m.fbmy5635_20221011_750.cy9c5_u
592592	0	0	0.0	2619.8	315.1	0.000	0.000	0.004	0.544	483148	42.4	0.815	57	15.4	16.6	4.8	0.107	25674	19083	480m.fbmy5635_20221011_751.cy9c5_u
590406	0	0	0.0	2641.9	317.8	0.000	0.000	0.004	0.551	489650	42.6	0.829	58	15.4	16.6	4.8	0.096	25674	14186	480m.fbmy5635_20221011_752.cy9c5_u
583942	0	0	0.0	2615.7	316.6	0.000	0.000	0.004	0.555	510025	42.6	0.873	58	15.5	16.6	4.8	0.107	25475	18781	480m.fbmy5635_20221011_753.cy9c5_u
583942	0	0	0.0	2597.8	312.1	0.000	0.000	0.004	0.547	507074	42.7	0.868	58	15.4	16.6	4.8	0.098	25175	14186	480m.fbmy5635_20221011_754.cy9c5_u
602258	0	0	0.0	2732.4	330.3	0.000	0.000	0.005	0.562	422430	42.0	0.701	56	15.4	16.5	4.8	0.100	26074	18080	480m.fbmy5635_20221011_760.cy9c5_u
607595	0	0	0.0	2795.9	337.9	0.000	0.000	0.005	0.570	387428	41.5	0.638	55	15.5	16.6	4.9	0.110	26174	19680	480m.fbmy5635_20221011_778.cy9c5_u
641711	0	0	0.0	2151.0	257.9	0.000	0.000	0.003	0.412	244501	36.1	0.381	45	15.2	16.4	4.1	0.092	27572	21978	480m.fbmy5635_20221011_783.cy9c5_u
636605	0	0	0.0	2157.0	258.6	0.000	0.000	0.003	0.416	234134	35.7	0.368	45	15.2	16.4	4.2	0.094	26973	21077	480m.fbmy5635_20221011_793.cy9c5_u
625000	0	0	0.0	2149.4	258.6	0.000	0.000	0.003	0.424	293576	37.6	0.470	48	15.0	16.2	4.0	0.099	27073	20480	480m.fbmy5635_20221011_7102.cy9c5_u

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
1395640	0	29	0.2	1864.7	204.6	0.000	0.000	0.001	0.150	32308	27.7	0.023	16	32.4	33.5	44.3	0.003	NA	NA	480m.fbmy5635_202210112144.cy9c5_u
1412059	0	29	0.2	1886.6	205.4	0.000	0.000	0.001	0.149	28717	28.6	0.020	16	32.4	33.5	43.9	0.003	NA	NA	480m.fbmy5635_20221011_732.cy9c5_u
1403801	0	29	0.2	1877.8	205.4	0.000	0.000	0.001	0.150	28218	28.8	0.020	16	32.4	33.5	43.2	0.003	NA	NA	480m.fbmy5635_20221011_743.cy9c5_u
1403801	0	29	0.2	1897.8	208.3	0.000	0.000	0.001	0.152	26019	28.9	0.019	16	32.4	33.5	45.1	0.003	NA	NA	480m.fbmy5635_20221011_745.cy9c5_u
1424629	0	30	0.2	1870.2	204.5	0.000	0.000	0.001	0.147	25828	28.7	0.018	16	32.4	33.5	41.8	0.003	NA	NA	480m.fbmy5635_20221011_750.cy9c5_u
1407918	0	29	0.2	1821.1	198.7	0.000	0.000	0.001	0.145	28875	28.5	0.021	16	32.3	33.5	40.3	0.003	NA	NA	480m.fbmy5635_20221011_751.cy9c5_u
1399708	0	29	0.2	1820.3	198.7	0.000	0.000	0.001	0.145	29174	28.8	0.021	16	32.4	33.6	41.9	0.002	NA	NA	480m.fbmy5635_20221011_752.cy9c5_u
1412059	0	29	0.2	1847.1	202.4	0.000	0.000	0.001	0.147	29513	28.7	0.021	16	32.4	33.5	41.1	0.003	NA	NA	480m.fbmy5635_20221011_753.cy9c5_u
1424629	0	30	0.2	1844.2	201.2	0.000	0.000	0.001	0.145	27255	29.3	0.019	16	32.4	33.5	42.0	0.003	NA	NA	480m.fbmy5635_20221011_754.cy9c5_u
1399708	0	29	0.2	1809.3	197.4	0.000	0.000	0.001	0.144	31160	29.0	0.022	17	32.4	33.5	40.5	0.003	NA	NA	480m.fbmy5635_20221011_760.cy9c5_u
1387572	0	29	0.2	1799.8	196.9	0.000	0.000	0.001	0.145	30533	29.2	0.022	17	32.4	33.6	41.1	0.002	NA	NA	480m.fbmy5635_20221011_778.cy9c5_u
1416224	0	29	0.2	1783.7	194.6	0.000	0.000	0.001	0.141	28863	28.4	0.020	16	32.4	33.5	39.4	0.002	NA	NA	480m.fbmy5635_20221011_783.cy9c5_u
1407918	0	29	0.2	1784.5	194.6	0.000	0.000	0.001	0.142	29526	29.0	0.021	16	32.3	33.5	41.1	0.003	NA	NA	480m.fbmy5635_20221011_793.cy9c5_u
1391594	0	29	0.2	1755.4	191.1	0.000	0.000	0.001	0.141	25023	28.4	0.018	16	32.3	33.5	39.4	0.002	NA	NA	480m.fbmy5635_20221011_7102.cy9c5_u

l.i1

l.i1: continue load after secondary indexes created

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
66552	0	87	1.1	1822.9	217.6	0.001	0.017	0.027	3.348	137200	16.5	2.062	198	37.5	37.6	177.1	0.177	2797	2497	480m.fbmy5635_202210112144.cy9c5_u
66130	0	116	1.1	1811.1	192.4	0.002	0.018	0.027	2.980	131739	16.7	1.992	202	37.6	37.6	177.0	0.234	2748	2497	480m.fbmy5635_20221011_732.cy9c5_u
66025	0	82	1.1	1808.1	201.4	0.001	0.016	0.027	3.124	131476	16.9	1.991	205	37.4	37.4	177.1	0.158	2747	2497	480m.fbmy5635_20221011_743.cy9c5_u
66280	0	147	1.5	1814.2	207.5	0.002	0.022	0.027	3.206	129967	16.9	1.961	204	38.0	38.1	177.1	0.176	2748	2497	480m.fbmy5635_20221011_745.cy9c5_u
62357	0	81	1.0	1714.2	201.6	0.001	0.016	0.027	3.311	123174	16.8	1.975	216	36.9	37.0	176.7	0.154	2597	2347	480m.fbmy5635_20221011_750.cy9c5_u
62186	0	75	0.9	1711.8	194.9	0.001	0.015	0.028	3.210	128408	17.0	2.065	219	39.4	39.4	176.6	0.185	2597	2347	480m.fbmy5635_20221011_751.cy9c5_u
62830	0	73	0.9	1730.6	198.7	0.001	0.015	0.028	3.238	129325	17.1	2.058	218	37.4	37.5	176.6	0.137	2647	2348	480m.fbmy5635_20221011_752.cy9c5_u
62979	0	69	0.9	1731.5	199.0	0.001	0.015	0.027	3.235	131166	17.2	2.083	218	36.7	36.7	176.6	0.151	2647	2348	480m.fbmy5635_20221011_753.cy9c5_u
63158	0	68	0.9	1736.0	203.9	0.001	0.015	0.027	3.306	127096	17.2	2.012	218	37.4	37.4	176.6	0.147	2647	2348	480m.fbmy5635_20221011_754.cy9c5_u
62099	0	101	1.1	1724.4	198.8	0.002	0.018	0.028	3.279	117909	17.0	1.899	219	40.0	40.1	176.8	0.155	2597	2298	480m.fbmy5635_20221011_760.cy9c5_u
62653	0	98	1.1	1754.9	204.8	0.002	0.018	0.028	3.347	115100	17.1	1.837	218	36.8	36.9	176.9	0.158	2598	2347	480m.fbmy5635_20221011_778.cy9c5_u
62982	0	48	0.9	1536.0	180.4	0.001	0.015	0.024	2.933	118473	16.1	1.881	205	38.0	38.1	177.3	0.134	2647	2348	480m.fbmy5635_20221011_783.cy9c5_u
60021	0	64	1.0	1486.2	171.6	0.001	0.017	0.025	2.928	113819	15.6	1.896	208	37.7	37.8	177.1	0.170	2498	2247	480m.fbmy5635_20221011_793.cy9c5_u
60084	0	48	0.9	1460.0	168.0	0.001	0.015	0.024	2.863	114402	15.9	1.904	212	37.7	37.8	177.2	0.166	2498	2247	480m.fbmy5635_20221011_7102.cy9c5_u

q100.1

q100.1: 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
2381	102800	5	0.1	97.1	10.8	0.000	0.001	0.041	4.640	465340	31.7	4.527	247	36.0	37.9	178.2	0.010	4284	3788	480m.fbmy5635_202210112144.cy9c5_u
2381	102512	5	0.1	98.0	11.1	0.000	0.001	0.041	4.792	462090	32.1	4.508	251	36.0	37.9	178.3	0.047	4284	3789	480m.fbmy5635_20221011_732.cy9c5_u
2381	102028	8	0.1	97.1	11.0	0.000	0.001	0.041	4.741	457506	32.1	4.484	252	36.0	37.9	178.3	0.062	4236	3724	480m.fbmy5635_20221011_743.cy9c5_u
2381	102295	8	0.1	103.6	11.8	0.000	0.001	0.043	5.082	456204	32.0	4.460	250	35.9	37.8	178.5	0.059	4284	3740	480m.fbmy5635_20221011_745.cy9c5_u
2381	102966	2	0.0	87.6	9.9	0.000	0.000	0.037	4.237	456020	32.0	4.429	249	36.0	37.9	177.9	0.046	4315	3788	480m.fbmy5635_20221011_750.cy9c5_u
2381	102206	6	0.1	88.2	9.9	0.000	0.001	0.037	4.272	457694	32.1	4.478	251	36.0	37.9	178.0	0.023	4300	3804	480m.fbmy5635_20221011_751.cy9c5_u
2381	102375	5	0.0	92.7	10.5	0.000	0.000	0.039	4.508	460055	32.1	4.494	251	35.9	37.8	178.0	0.066	4267	3788	480m.fbmy5635_20221011_752.cy9c5_u
2381	102077	4	0.1	90.1	10.2	0.000	0.001	0.038	4.369	457782	32.0	4.485	251	36.1	38.0	178.0	0.080	4300	3804	480m.fbmy5635_20221011_753.cy9c5_u
2381	102332	7	0.1	94.3	10.7	0.000	0.001	0.040	4.586	456717	32.0	4.463	250	36.1	38.0	178.1	0.024	4252	3772	480m.fbmy5635_20221011_754.cy9c5_u
2381	102472	10	0.1	92.8	10.5	0.000	0.001	0.039	4.512	454402	32.0	4.434	250	36.0	38.0	178.3	0.023	4252	3708	480m.fbmy5635_20221011_760.cy9c5_u
2381	102059	7	0.0	96.5	11.0	0.000	0.000	0.041	4.709	452925	32.0	4.438	251	35.9	37.8	178.4	0.010	4268	3772	480m.fbmy5635_20221011_778.cy9c5_u
2381	101179	11	0.3	78.3	8.7	0.000	0.003	0.033	3.721	448750	32.0	4.435	253	37.1	39.1	178.6	0.022	4235	3741	480m.fbmy5635_20221011_783.cy9c5_u
2381	101540	13	0.3	79.1	8.8	0.000	0.003	0.033	3.773	448469	31.9	4.417	251	37.1	39.0	178.5	0.021	4252	3756	480m.fbmy5635_20221011_793.cy9c5_u
2381	101184	14	0.3	80.1	8.9	0.000	0.003	0.034	3.817	445218	32.0	4.400	253	37.2	39.1	178.7	0.062	4219	3692	480m.fbmy5635_20221011_7102.cy9c5_u

q500.1

q500.1: 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
11907	96915	25	0.3	381.6	44.6	0.000	0.003	0.032	3.835	454727	33.6	4.692	277	36.3	37.4	183.4	0.083	4060	3532	480m.fbmy5635_202210112144.cy9c5_u
11911	96732	25	0.2	379.9	44.6	0.000	0.002	0.032	3.837	450250	34.0	4.655	281	36.4	37.6	183.8	0.084	4028	3501	480m.fbmy5635_20221011_732.cy9c5_u
11907	96348	29	0.3	378.2	44.4	0.000	0.003	0.032	3.819	445938	33.9	4.628	281	36.1	37.3	183.6	0.084	4028	3485	480m.fbmy5635_20221011_743.cy9c5_u
11907	96336	20	0.2	376.8	44.3	0.000	0.002	0.032	3.806	444839	33.8	4.618	281	36.0	37.2	183.8	0.115	4028	3469	480m.fbmy5635_20221011_745.cy9c5_u
11907	96444	25	0.3	370.2	43.4	0.000	0.003	0.031	3.734	442882	34.1	4.592	283	36.0	37.2	183.1	0.084	4044	3453	480m.fbmy5635_20221011_750.cy9c5_u
11907	95693	22	0.2	368.7	43.3	0.000	0.002	0.031	3.724	443968	33.9	4.640	283	36.3	37.5	183.0	0.132	3996	3437	480m.fbmy5635_20221011_751.cy9c5_u
11907	95755	21	0.2	371.8	43.7	0.000	0.002	0.031	3.754	445544	34.0	4.653	284	36.0	37.1	183.1	0.135	3980	3437	480m.fbmy5635_20221011_752.cy9c5_u
11907	95403	29	0.3	371.9	43.6	0.000	0.003	0.031	3.752	444268	34.2	4.657	287	36.4	37.5	183.2	0.081	3980	3421	480m.fbmy5635_20221011_753.cy9c5_u
11907	95906	27	0.2	370.5	43.5	0.000	0.002	0.031	3.737	442600	34.0	4.615	284	36.0	37.2	183.3	0.082	4012	3469	480m.fbmy5635_20221011_754.cy9c5_u
11907	96114	31	0.2	369.3	43.0	0.000	0.003	0.031	3.699	439391	34.0	4.572	283	36.1	37.3	183.2	0.088	4012	3421	480m.fbmy5635_20221011_760.cy9c5_u
11907	96087	33	0.2	374.1	43.9	0.000	0.003	0.031	3.775	439574	34.0	4.575	283	36.4	37.7	183.3	0.083	4012	3469	480m.fbmy5635_20221011_778.cy9c5_u
11907	95752	16	0.3	329.3	38.3	0.000	0.003	0.028	3.295	439080	34.1	4.586	285	37.3	38.5	183.1	0.081	4012	3469	480m.fbmy5635_20221011_783.cy9c5_u
11907	95629	16	0.2	329.6	38.1	0.000	0.002	0.028	3.277	438910	34.1	4.590	285	37.5	38.7	183.2	0.082	3980	3452	480m.fbmy5635_20221011_793.cy9c5_u
11907	95124	14	0.2	325.1	36.8	0.000	0.002	0.027	3.169	434291	34.0	4.566	286	37.3	38.4	183.0	0.091	3981	3421	480m.fbmy5635_20221011_7102.cy9c5_u

q1000.1

q1000.1: 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
23821	85967	61	0.5	677.3	78.8	0.001	0.006	0.028	3.388	443432	36.5	5.158	340	38.2	39.9	185.2	0.077	3596	3037	480m.fbmy5635_202210112144.cy9c5_u
23828	86586	60	0.5	683.1	80.0	0.001	0.006	0.029	3.439	441524	36.8	5.099	340	37.8	39.5	185.3	0.081	3612	3085	480m.fbmy5635_20221011_732.cy9c5_u
23828	85504	59	0.5	666.4	78.4	0.001	0.005	0.028	3.368	432789	37.0	5.062	346	38.0	39.7	185.1	0.094	3564	3053	480m.fbmy5635_20221011_743.cy9c5_u
23828	85582	78	0.6	681.1	79.9	0.001	0.008	0.029	3.433	430644	36.9	5.032	345	37.6	39.2	185.2	0.099	3548	3005	480m.fbmy5635_20221011_745.cy9c5_u
23828	86182	50	0.5	705.5	83.1	0.001	0.006	0.030	3.569	428130	37.4	4.968	347	37.2	38.8	185.5	0.090	3580	3021	480m.fbmy5635_20221011_750.cy9c5_u
23828	86118	59	0.5	705.7	83.3	0.001	0.006	0.030	3.581	432040	37.4	5.017	347	36.9	38.5	185.3	0.093	3596	3037	480m.fbmy5635_20221011_751.cy9c5_u
23834	86111	48	0.4	703.9	83.3	0.001	0.005	0.030	3.579	435218	37.4	5.054	347	37.1	38.7	185.2	0.088	3583	3005	480m.fbmy5635_20221011_752.cy9c5_u
23828	86213	64	0.5	699.0	82.0	0.001	0.006	0.029	3.522	434008	37.4	5.034	347	36.9	38.5	185.2	0.143	3580	3037	480m.fbmy5635_20221011_753.cy9c5_u
23821	85841	60	0.5	710.8	83.7	0.001	0.005	0.030	3.597	430391	37.5	5.014	349	36.8	38.5	185.3	0.105	3564	2957	480m.fbmy5635_20221011_754.cy9c5_u
23821	87498	107	0.8	702.2	81.9	0.001	0.009	0.029	3.520	428178	37.4	4.894	342	36.9	38.5	185.3	0.125	3644	3037	480m.fbmy5635_20221011_760.cy9c5_u
23821	87214	113	0.8	696.3	81.7	0.001	0.009	0.029	3.510	428047	37.4	4.908	343	36.7	38.4	185.4	0.085	3644	3069	480m.fbmy5635_20221011_778.cy9c5_u
23828	86520	34	0.4	612.7	71.6	0.000	0.005	0.026	3.078	428202	37.3	4.949	345	38.1	39.8	185.2	0.159	3596	3005	480m.fbmy5635_20221011_783.cy9c5_u
23828	86641	59	0.5	611.3	70.8	0.001	0.006	0.026	3.041	427693	37.5	4.936	346	38.3	40.0	185.3	0.090	3596	3021	480m.fbmy5635_20221011_793.cy9c5_u
23828	85897	48	0.5	611.0	70.8	0.001	0.006	0.026	3.041	423819	37.6	4.934	350	38.4	40.0	185.4	0.077	3580	2989	480m.fbmy5635_20221011_7102.cy9c5_u

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.232	65.459	34.268	nonzero	0.041	0.000	0.000	0.000	0.000	0.097	fbmy5635_202210112144.cy9c5_u
0.000	0.220	64.241	35.497	nonzero	0.041	0.000	0.000	0.000	0.000	0.182	fbmy5635_20221011_732.cy9c5_u
0.000	0.181	65.728	34.049	nonzero	0.042	0.000	0.000	0.000	0.000	0.114	fbmy5635_20221011_743.cy9c5_u
0.000	0.241	64.491	35.225	0.001	0.042	0.000	0.000	0.000	0.000	0.096	fbmy5635_20221011_745.cy9c5_u
0.000	0.214	63.119	36.626	0.001	0.041	0.000	0.000	0.000	0.000	0.114	fbmy5635_20221011_750.cy9c5_u
0.000	0.210	64.755	34.993	nonzero	0.041	0.000	0.000	0.000	0.000	0.107	fbmy5635_20221011_751.cy9c5_u
0.000	0.210	64.199	35.549	0.001	0.041	0.000	0.000	0.000	0.000	0.096	fbmy5635_20221011_752.cy9c5_u
0.000	0.246	62.048	37.665	nonzero	0.041	0.000	0.000	0.000	0.000	0.107	fbmy5635_20221011_753.cy9c5_u
0.000	0.199	62.465	37.293	0.002	0.042	0.000	0.000	0.000	0.000	0.098	fbmy5635_20221011_754.cy9c5_u
0.000	0.169	68.906	30.882	0.001	0.042	0.000	0.000	0.000	0.000	0.100	fbmy5635_20221011_760.cy9c5_u
0.000	0.201	70.187	29.569	0.001	0.042	0.000	0.000	0.000	0.000	0.110	fbmy5635_20221011_778.cy9c5_u
0.000	0.191	80.728	19.039	nonzero	0.042	0.000	0.000	0.000	0.000	0.092	fbmy5635_20221011_783.cy9c5_u
0.000	0.204	79.433	20.321	0.000	0.042	0.000	0.000	0.000	0.000	0.094	fbmy5635_20221011_793.cy9c5_u
0.000	0.168	76.370	23.420	nonzero	0.042	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_7102.cy9c5_u

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	0.040	22.756	77.202	0.003	0.000	0.000	0.000	0.000	0.177	fbmy5635_202210112144.cy9c5_u
0.000	0.000	0.037	22.084	77.874	0.004	0.000	0.000	0.000	0.000	0.234	fbmy5635_20221011_732.cy9c5_u
0.000	0.000	0.034	21.941	78.020	0.004	0.000	0.000	0.000	0.000	0.158	fbmy5635_20221011_743.cy9c5_u
0.000	nonzero	0.043	22.314	77.638	0.005	0.000	0.000	0.000	0.000	0.176	fbmy5635_20221011_745.cy9c5_u
0.000	0.000	0.032	15.692	84.274	0.003	0.000	0.000	0.000	0.000	0.154	fbmy5635_20221011_750.cy9c5_u
0.000	0.000	0.032	15.496	84.468	0.004	0.000	0.000	0.000	0.000	0.185	fbmy5635_20221011_751.cy9c5_u
0.000	0.000	0.034	16.580	83.383	0.003	0.000	0.000	0.000	0.000	0.137	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	0.033	16.882	83.082	0.003	0.000	0.000	0.000	0.000	0.151	fbmy5635_20221011_753.cy9c5_u
0.000	0.000	0.035	17.156	82.805	0.003	0.000	0.000	0.000	0.000	0.147	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	0.033	15.225	84.737	0.005	0.000	0.000	0.000	0.000	0.155	fbmy5635_20221011_760.cy9c5_u
0.000	0.000	0.035	16.081	83.881	0.004	0.000	0.000	0.000	0.000	0.158	fbmy5635_20221011_778.cy9c5_u
0.000	0.000	0.030	16.460	83.507	0.003	0.000	0.000	0.000	0.000	0.134	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	0.031	12.147	87.819	0.003	0.000	0.000	0.000	0.000	0.170	fbmy5635_20221011_793.cy9c5_u
0.000	0.000	0.033	12.150	87.813	0.004	0.000	0.000	0.000	0.000	0.166	fbmy5635_20221011_7102.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	nonzero	0.040	25.760	74.196	0.003	nonzero	0.000	0.000	0.000	0.305	fbmy5635_202210112144.cy9c5_u
0.000	0.001	0.039	24.804	75.152	0.005	0.000	0.000	0.000	0.000	0.234	fbmy5635_20221011_732.cy9c5_u
0.000	nonzero	0.035	24.966	74.994	0.005	0.000	0.000	0.000	0.000	0.157	fbmy5635_20221011_743.cy9c5_u
0.000	nonzero	0.045	24.910	75.040	0.006	0.000	0.000	0.000	0.000	0.178	fbmy5635_20221011_745.cy9c5_u
0.000	0.001	0.031	17.271	82.693	0.004	0.000	0.000	0.000	0.000	0.185	fbmy5635_20221011_750.cy9c5_u
0.000	nonzero	0.033	16.939	83.024	0.005	0.000	0.000	0.000	0.000	0.198	fbmy5635_20221011_751.cy9c5_u
0.000	nonzero	0.035	18.197	81.764	0.004	0.000	0.000	0.000	0.000	0.198	fbmy5635_20221011_752.cy9c5_u
0.000	nonzero	0.033	18.487	81.477	0.004	0.000	0.000	0.000	0.000	0.198	fbmy5635_20221011_753.cy9c5_u
0.000	0.001	0.035	18.849	81.111	0.004	0.000	0.000	0.000	0.000	0.194	fbmy5635_20221011_754.cy9c5_u
0.000	nonzero	0.034	16.444	83.517	0.005	0.000	0.000	0.000	0.000	0.206	fbmy5635_20221011_760.cy9c5_u
0.000	nonzero	0.035	17.310	82.650	0.004	0.000	0.000	0.000	0.000	0.187	fbmy5635_20221011_778.cy9c5_u
0.000	nonzero	0.030	18.465	81.502	0.003	0.000	0.000	0.000	0.000	0.224	fbmy5635_20221011_783.cy9c5_u
0.000	nonzero	0.031	13.594	86.370	0.004	0.000	0.000	0.000	0.000	0.172	fbmy5635_20221011_793.cy9c5_u
0.000	nonzero	0.033	13.706	86.256	0.004	0.000	0.000	0.000	0.000	0.185	fbmy5635_20221011_7102.cy9c5_u

q100.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
78.872	21.127	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	fbmy5635_202210112144.cy9c5_u
78.497	21.502	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.047	fbmy5635_20221011_732.cy9c5_u
77.704	22.295	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.062	fbmy5635_20221011_743.cy9c5_u
78.250	21.749	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.059	fbmy5635_20221011_745.cy9c5_u
79.078	20.921	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.046	fbmy5635_20221011_750.cy9c5_u
77.923	22.076	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	fbmy5635_20221011_751.cy9c5_u
78.273	21.726	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.066	fbmy5635_20221011_752.cy9c5_u
77.730	22.269	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.080	fbmy5635_20221011_753.cy9c5_u
78.128	21.871	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	fbmy5635_20221011_754.cy9c5_u
78.125	21.874	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	fbmy5635_20221011_760.cy9c5_u
77.681	22.318	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	fbmy5635_20221011_778.cy9c5_u
76.214	23.785	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	fbmy5635_20221011_783.cy9c5_u
76.636	23.363	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	fbmy5635_20221011_793.cy9c5_u
76.243	23.756	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.062	fbmy5635_20221011_7102.cy9c5_u

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.008	fbmy5635_202210112144.cy9c5_u
0.000	0.000	99.999	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.004	fbmy5635_20221011_732.cy9c5_u
0.000	0.000	99.995	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.007	fbmy5635_20221011_743.cy9c5_u
0.000	0.000	99.994	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.007	fbmy5635_20221011_745.cy9c5_u
0.000	0.000	99.998	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.006	fbmy5635_20221011_750.cy9c5_u
0.000	0.000	99.996	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.006	fbmy5635_20221011_751.cy9c5_u
0.000	0.000	99.997	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.005	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	99.987	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.007	fbmy5635_20221011_753.cy9c5_u
0.000	0.000	99.995	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.007	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	99.998	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.005	fbmy5635_20221011_760.cy9c5_u
0.000	0.000	99.998	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.006	fbmy5635_20221011_778.cy9c5_u
0.000	0.000	99.597	0.399	0.004	0.000	0.000	0.000	0.000	0.000	0.053	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	99.693	0.307	0.000	0.000	0.000	0.000	0.000	0.000	0.013	fbmy5635_20221011_793.cy9c5_u
0.000	0.000	99.936	0.064	0.000	0.000	0.000	0.000	0.000	0.000	0.007	fbmy5635_20221011_7102.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.003	99.992	0.003	0.001	0.001	0.000	0.000	0.000	0.000	0.066	fbmy5635_202210112144.cy9c5_u
0.000	0.005	99.990	0.003	0.002	0.000	0.000	0.000	0.000	0.000	0.062	fbmy5635_20221011_732.cy9c5_u
0.000	0.003	99.992	0.003	0.001	0.001	0.000	0.000	0.000	0.000	0.089	fbmy5635_20221011_743.cy9c5_u
0.000	0.000	99.990	0.006	0.003	0.001	0.000	0.000	0.000	0.000	0.090	fbmy5635_20221011_745.cy9c5_u
0.000	0.001	99.994	0.002	0.002	0.001	0.000	0.000	0.000	0.000	0.064	fbmy5635_20221011_750.cy9c5_u
0.000	0.000	99.994	0.004	0.002	0.000	0.000	0.000	0.000	0.000	0.044	fbmy5635_20221011_751.cy9c5_u
0.000	0.001	99.995	0.001	0.003	0.000	0.000	0.000	0.000	0.000	0.053	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	99.992	0.006	0.002	0.000	0.000	0.000	0.000	0.000	0.057	fbmy5635_20221011_753.cy9c5_u
0.000	0.000	99.992	0.003	0.003	0.001	0.000	0.000	0.000	0.000	0.068	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	99.994	0.002	0.003	0.001	0.000	0.000	0.000	0.000	0.077	fbmy5635_20221011_760.cy9c5_u
0.000	0.001	99.991	0.004	0.003	0.001	0.000	0.000	0.000	0.000	0.067	fbmy5635_20221011_778.cy9c5_u
0.000	0.001	99.767	0.225	0.006	0.000	0.000	0.000	0.000	0.000	0.058	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	99.802	0.196	0.002	0.001	0.000	0.000	0.000	0.000	0.079	fbmy5635_20221011_793.cy9c5_u
0.000	0.001	99.963	0.034	0.002	0.001	0.000	0.000	0.000	0.000	0.067	fbmy5635_20221011_7102.cy9c5_u

q500.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
69.110	30.888	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_202210112144.cy9c5_u
68.806	31.192	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	fbmy5635_20221011_732.cy9c5_u
68.067	31.931	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	fbmy5635_20221011_743.cy9c5_u
68.135	31.864	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.115	fbmy5635_20221011_745.cy9c5_u
68.159	31.839	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	fbmy5635_20221011_750.cy9c5_u
66.794	33.204	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.132	fbmy5635_20221011_751.cy9c5_u
66.958	33.040	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.135	fbmy5635_20221011_752.cy9c5_u
66.327	33.671	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.081	fbmy5635_20221011_753.cy9c5_u
67.203	32.795	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	fbmy5635_20221011_754.cy9c5_u
67.443	32.555	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.088	fbmy5635_20221011_760.cy9c5_u
67.585	32.413	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_20221011_778.cy9c5_u
66.841	33.157	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.081	fbmy5635_20221011_783.cy9c5_u
66.556	33.441	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	fbmy5635_20221011_793.cy9c5_u
65.576	34.421	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.091	fbmy5635_20221011_7102.cy9c5_u

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.103	0.894	0.001	0.001	0.000	0.000	0.000	0.000	0.082	fbmy5635_202210112144.cy9c5_u
0.000	0.000	99.983	0.013	0.002	0.002	0.000	0.000	0.000	0.000	0.081	fbmy5635_20221011_732.cy9c5_u
0.000	0.000	99.940	0.058	0.001	0.001	0.000	0.000	0.000	0.000	0.084	fbmy5635_20221011_743.cy9c5_u
0.000	0.000	96.787	3.210	0.002	nonzero	0.000	0.000	0.000	0.000	0.077	fbmy5635_20221011_745.cy9c5_u
0.000	0.000	96.360	3.638	0.002	0.001	0.000	0.000	0.000	0.000	0.082	fbmy5635_20221011_750.cy9c5_u
0.000	0.000	93.516	6.480	0.003	0.001	0.000	0.000	0.000	0.000	0.083	fbmy5635_20221011_751.cy9c5_u
0.000	0.000	99.960	0.038	0.002	0.001	0.000	0.000	0.000	0.000	0.079	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	99.956	0.038	0.004	0.002	0.000	0.000	0.000	0.000	0.081	fbmy5635_20221011_753.cy9c5_u
0.000	0.000	99.989	0.009	0.001	nonzero	0.000	0.000	0.000	0.000	0.079	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	99.976	0.020	0.003	0.001	0.000	0.000	0.000	0.000	0.079	fbmy5635_20221011_760.cy9c5_u
0.000	0.000	99.345	0.652	0.002	0.001	0.000	0.000	0.000	0.000	0.082	fbmy5635_20221011_778.cy9c5_u
0.000	0.000	37.272	62.713	0.013	0.002	0.000	0.000	0.000	0.000	0.086	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	26.088	64.295	9.616	0.001	0.000	0.000	0.000	0.000	0.088	fbmy5635_20221011_793.cy9c5_u
0.000	0.000	32.251	65.357	2.389	0.003	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_7102.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.001	99.332	0.655	0.010	0.003	0.000	0.000	0.000	0.000	0.096	fbmy5635_202210112144.cy9c5_u
0.000	0.001	99.974	0.013	0.009	0.003	0.000	0.000	0.000	0.000	0.101	fbmy5635_20221011_732.cy9c5_u
0.000	nonzero	99.942	0.047	0.008	0.002	0.000	0.000	0.000	0.000	0.091	fbmy5635_20221011_743.cy9c5_u
0.000	0.003	97.431	2.557	0.008	0.002	0.000	0.000	0.000	0.000	0.096	fbmy5635_20221011_745.cy9c5_u
0.000	nonzero	96.946	3.042	0.010	0.002	0.000	0.000	0.000	0.000	0.085	fbmy5635_20221011_750.cy9c5_u
0.000	nonzero	94.597	5.390	0.011	0.002	0.000	0.000	0.000	0.000	0.088	fbmy5635_20221011_751.cy9c5_u
0.000	nonzero	99.960	0.027	0.011	0.002	0.000	0.000	0.000	0.000	0.088	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	99.960	0.027	0.010	0.003	0.000	0.000	0.000	0.000	0.082	fbmy5635_20221011_753.cy9c5_u
0.000	nonzero	99.973	0.013	0.011	0.003	0.000	0.000	0.000	0.000	0.089	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	99.968	0.019	0.011	0.002	0.000	0.000	0.000	0.000	0.078	fbmy5635_20221011_760.cy9c5_u
0.000	0.000	99.460	0.529	0.009	0.003	0.000	0.000	0.000	0.000	0.097	fbmy5635_20221011_778.cy9c5_u
0.000	0.000	41.932	58.046	0.018	0.004	0.000	0.000	0.000	0.000	0.087	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	27.872	63.348	8.775	0.005	0.000	0.000	0.000	0.000	0.092	fbmy5635_20221011_793.cy9c5_u
0.000	0.001	34.985	62.899	2.111	0.004	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_7102.cy9c5_u

q1000.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
45.682	54.311	0.007	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.077	fbmy5635_202210112144.cy9c5_u
47.055	52.940	0.005	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.081	fbmy5635_20221011_732.cy9c5_u
44.480	55.512	0.008	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.094	fbmy5635_20221011_743.cy9c5_u
44.765	55.227	0.008	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_745.cy9c5_u
45.874	54.119	0.007	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.090	fbmy5635_20221011_750.cy9c5_u
45.850	54.142	0.007	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.093	fbmy5635_20221011_751.cy9c5_u
45.745	54.248	0.007	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.088	fbmy5635_20221011_752.cy9c5_u
45.951	54.042	0.007	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.143	fbmy5635_20221011_753.cy9c5_u
45.295	54.695	0.009	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.105	fbmy5635_20221011_754.cy9c5_u
49.094	50.901	0.005	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.125	fbmy5635_20221011_760.cy9c5_u
48.584	51.410	0.006	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.085	fbmy5635_20221011_778.cy9c5_u
47.036	52.952	0.012	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.159	fbmy5635_20221011_783.cy9c5_u
47.047	52.942	0.012	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.090	fbmy5635_20221011_793.cy9c5_u
45.333	54.656	0.011	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.077	fbmy5635_20221011_7102.cy9c5_u

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	19.120	40.549	40.330	nonzero	0.000	0.000	0.000	0.000	0.087	fbmy5635_202210112144.cy9c5_u
0.000	0.000	27.753	65.972	6.272	0.003	0.000	0.000	0.000	0.000	0.098	fbmy5635_20221011_732.cy9c5_u
0.000	0.000	14.280	38.522	47.197	0.001	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_743.cy9c5_u
0.000	0.000	15.132	37.915	46.949	0.004	0.000	0.000	0.000	0.000	0.130	fbmy5635_20221011_745.cy9c5_u
0.000	0.000	10.672	60.824	28.503	0.001	0.000	0.000	0.000	0.000	0.102	fbmy5635_20221011_750.cy9c5_u
0.000	0.000	15.050	38.808	46.140	0.001	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_751.cy9c5_u
0.000	0.000	4.119	59.007	36.871	0.003	0.000	0.000	0.000	0.000	0.102	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	13.488	60.045	26.465	0.002	0.000	0.000	0.000	0.000	0.100	fbmy5635_20221011_753.cy9c5_u
0.000	0.000	16.599	30.395	53.002	0.004	0.000	0.000	0.000	0.000	0.107	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	19.811	70.545	9.644	0.000	0.000	0.000	0.000	0.000	0.046	fbmy5635_20221011_760.cy9c5_u
0.000	0.000	15.679	71.840	12.481	0.001	0.000	0.000	0.000	0.000	0.090	fbmy5635_20221011_778.cy9c5_u
0.000	0.000	1.243	14.055	84.701	0.001	0.000	0.000	0.000	0.000	0.101	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	1.741	12.893	85.363	0.003	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_793.cy9c5_u
0.000	0.000	1.384	14.027	84.585	0.004	0.000	0.000	0.000	0.000	0.104	fbmy5635_20221011_7102.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	19.619	40.805	39.575	0.001	0.000	0.000	0.000	0.000	0.105	fbmy5635_202210112144.cy9c5_u
0.000	0.000	29.746	64.201	6.048	0.004	0.000	0.000	0.000	0.000	0.102	fbmy5635_20221011_732.cy9c5_u
0.000	0.000	14.497	39.496	46.004	0.003	0.000	0.000	0.000	0.000	0.107	fbmy5635_20221011_743.cy9c5_u
0.000	0.000	15.503	38.402	46.089	0.006	0.000	0.000	0.000	0.000	0.130	fbmy5635_20221011_745.cy9c5_u
0.000	0.000	11.028	61.160	27.809	0.003	0.000	0.000	0.000	0.000	0.102	fbmy5635_20221011_750.cy9c5_u
0.000	0.000	15.344	39.362	45.290	0.003	0.000	0.000	0.000	0.000	0.120	fbmy5635_20221011_751.cy9c5_u
0.000	0.000	4.325	59.785	35.886	0.004	0.000	0.000	0.000	0.000	0.114	fbmy5635_20221011_752.cy9c5_u
0.000	0.000	14.637	59.504	25.856	0.003	0.000	0.000	0.000	0.000	0.100	fbmy5635_20221011_753.cy9c5_u
0.000	0.000	16.674	30.983	52.338	0.005	0.000	0.000	0.000	0.000	0.106	fbmy5635_20221011_754.cy9c5_u
0.000	0.000	20.951	69.686	9.361	0.002	0.000	0.000	0.000	0.000	0.100	fbmy5635_20221011_760.cy9c5_u
0.000	0.000	16.406	71.399	12.192	0.003	0.000	0.000	0.000	0.000	0.132	fbmy5635_20221011_778.cy9c5_u
0.000	0.000	1.206	15.305	83.487	0.002	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_783.cy9c5_u
0.000	0.000	1.713	13.920	84.363	0.004	0.000	0.000	0.000	0.000	0.099	fbmy5635_20221011_793.cy9c5_u
0.000	nonzero	1.372	15.119	83.504	0.005	0.000	0.000	0.000	0.000	0.104	fbmy5635_20221011_7102.cy9c5_u