Introduction

This is a report for the insert benchmark with 12000M 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 500M 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 larger than memory.

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_20220307_6282_fdo0_lto1.cy9c5_u 583430135533162121735366947863060
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u 577840135471961196731526911862394
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u 576258136535461004738676947962652
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u 581762138043261400734016956862422
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u 632945138059161830748947039064046
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u 636031135594461491752097027863126
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u 632945137269561875753087131363889
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u 630418137773861624753387063663688
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u 645578137726462877753507075364136
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u 639012137442463002746017023462682
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u 639761137584363184747947071663287
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u 643294138729562663745927007162863

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_20220307_6282_fdo0_lto1.cy9c5_u 1.001.001.001.001.001.00
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u 0.991.000.990.990.990.99
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u 0.991.010.981.001.000.99
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u 1.001.020.991.001.000.99
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u 1.081.021.001.021.011.02
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u 1.091.000.991.021.011.00
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u 1.081.011.001.021.031.01
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u 1.081.020.991.021.021.01
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u 1.111.021.011.021.021.02
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u 1.101.011.011.011.010.99
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u 1.101.021.021.021.021.00
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u 1.101.021.011.011.011.00

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_20220307_6282_fdo0_lto1.cy9c5_u23811190723815
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u23811190723828
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u23811190723828
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u23811190723828
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u23751187523756
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u23751187123743
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u23781188423762
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u23761187823749
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u23781188823769
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u23781188823769
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u23791189123782
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u23761187523743
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_20220307_6282_fdo0_lto1.cy9c5_u0.00357.72042.2340.0040.0390.117
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u0.00254.89145.0640.0040.039nonzero0.329
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u0.00354.44345.5110.0040.039nonzero0.266
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u0.00356.34743.6070.0030.039nonzero0.264
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u0.00375.09924.8550.0020.0410.116
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u0.00275.71724.2370.0030.0400.109
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u0.00374.74225.2120.0030.0400.110
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u0.00374.35825.5840.0130.0420.162
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u0.00378.15421.8010.0030.0390.145
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u0.00376.44823.5070.0030.0390.102
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u0.00377.53022.4010.0210.0460.160
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u0.00377.68622.2680.0040.0390.164

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
583430	0	14	0.3	3032.3	339.7	0.000	0.000	0.005	0.596	484411	43.6	0.830	60	376.4	377.9	167.6	0.117	24376	15884	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
577840	0	14	0.2	2979.7	333.4	0.000	0.000	0.005	0.591	487067	43.8	0.843	61	376.7	378.3	166.4	0.329	24076	15589	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
576258	0	24	0.3	3022.0	337.4	0.000	0.001	0.005	0.600	489302	43.8	0.849	61	376.4	378.0	169.3	0.266	24076	16084	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
581762	0	11	0.2	3002.3	335.2	0.000	0.000	0.005	0.590	490583	42.9	0.843	59	376.7	378.2	166.6	0.264	24176	16783	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
632945	0	40	0.3	2117.3	230.7	0.000	0.001	0.003	0.373	299545	38.4	0.473	49	376.4	377.8	97.4	0.116	26874	21079	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
636031	0	24	0.3	2097.8	229.7	0.000	0.001	0.003	0.370	271689	37.9	0.427	48	376.4	377.8	95.9	0.109	26477	20480	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
632945	0	24	0.2	2122.8	232.6	0.000	0.000	0.003	0.376	299469	38.5	0.473	49	376.4	377.7	97.8	0.110	26774	20477	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
630418	0	36	0.5	2097.3	228.9	0.000	0.001	0.003	0.372	280030	37.9	0.444	48	376.1	377.5	96.7	0.162	26573	19880	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
645578	0	59	0.5	2127.6	231.9	0.000	0.001	0.003	0.368	294032	38.7	0.455	48	376.1	377.4	95.5	0.145	26973	19680	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
639012	0	33	0.5	2118.7	232.2	0.000	0.001	0.003	0.372	318362	39.4	0.498	49	376.3	377.7	96.2	0.102	27073	20180	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
639761	0	147	1.0	2156.6	235.7	0.000	0.002	0.003	0.377	302094	38.7	0.472	48	376.3	377.6	98.2	0.160	27173	20080	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
643294	0	105	0.9	2169.0	237.4	0.000	0.001	0.003	0.378	282902	38.1	0.440	47	376.0	377.4	98.6	0.164	27174	20579	12000m.fbmy5635_20230628_863_fdo0_lto1.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
1355331	0	7856	200.8	1652.5	165.4	0.006	0.152	0.001	0.125	41329	30.6	0.030	18	772.0	773.5	206.8	0.004	NA	NA	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
1354719	0	8801	198.5	1655.3	164.3	0.006	0.150	0.001	0.124	40794	30.4	0.030	18	772.0	773.6	206.8	0.003	NA	NA	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
1365354	0	7987	200.9	1667.7	166.0	0.006	0.151	0.001	0.125	43125	30.8	0.032	18	772.0	773.6	206.8	0.005	NA	NA	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
1380432	0	5800	206.7	1683.4	173.5	0.004	0.153	0.001	0.129	33100	30.1	0.024	17	772.0	773.5	206.8	0.015	NA	NA	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
1380591	0	5483	208.2	1685.6	171.5	0.004	0.154	0.001	0.127	32374	30.0	0.023	17	772.0	773.3	208.7	0.003	NA	NA	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
1355944	0	7013	198.7	1656.1	166.3	0.005	0.150	0.001	0.126	31818	29.6	0.023	17	771.9	773.3	208.7	0.003	NA	NA	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
1372695	0	7364	204.2	1676.2	165.5	0.005	0.152	0.001	0.123	32014	29.9	0.023	17	771.9	773.3	208.6	0.003	NA	NA	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
1377738	0	6577	204.4	1682.6	165.2	0.005	0.152	0.001	0.123	32335	30.1	0.023	17	771.6	773.0	208.7	0.004	NA	NA	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
1377264	0	8314	200.3	1683.5	169.6	0.006	0.149	0.001	0.126	27764	29.7	0.020	17	771.7	773.0	208.7	0.003	NA	NA	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
1374424	0	7772	200.2	1679.3	170.3	0.006	0.149	0.001	0.127	28099	29.7	0.020	17	771.9	773.2	208.6	0.003	NA	NA	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
1375843	0	6890	200.4	1682.7	171.2	0.005	0.149	0.001	0.127	24543	29.4	0.018	17	771.9	773.2	208.6	0.007	NA	NA	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
1387295	0	6440	206.9	1694.1	174.9	0.005	0.153	0.001	0.129	24670	29.6	0.018	17	771.6	772.9	208.7	0.003	NA	NA	12000m.fbmy5635_20230628_863_fdo0_lto1.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_20220307_6282_fdo0_lto1.cy9c5_u0.03417.46582.4940.0080.232
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u0.03315.77584.1830.0090.242
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u0.03615.25484.7010.0090.226
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u0.03515.60984.3490.007nonzero0.267
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u0.04118.25881.6860.0160.198
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u0.05217.38582.5480.0140.217
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u0.03718.05681.8950.0110.162
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u0.04317.73782.2080.0110.189
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u0.04819.95479.9870.0110.183
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u0.04320.07979.8670.0110.174
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u0.04520.35979.5880.0090.193
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u0.04219.43480.5130.0110.176

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_20220307_6282_fdo0_lto1.cy9c5_unonzero0.03418.62981.3280.009nonzero0.293
fbmy5635_20220519_722_fdo0_lto1.cy9c5_unonzero0.03316.33983.6170.010nonzero0.305
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u0.03615.82484.1290.010nonzero0.296
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u0.03616.24683.7110.008nonzero0.267
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u0.04217.45382.4880.017nonzero0.312
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u0.05416.94582.9850.0160.220
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u0.03917.57682.3730.0130.162
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u0.04517.12582.8160.0130.189
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u0.04918.98280.9570.0130.180
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u0.04519.27780.6660.0120.175
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u0.04719.51780.4260.0100.191
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u0.04318.47581.4690.0130.176

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
62121	0	2503	26.9	2276.4	253.9	0.040	0.443	0.037	4.185	129759	19.5	2.089	251	841.3	841.9	180.0	0.232	2597	2248	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
61196	0	2356	25.9	2240.6	251.4	0.038	0.433	0.037	4.207	126227	19.4	2.063	254	839.6	840.2	178.7	0.242	2547	2248	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
61004	0	1552	22.8	2239.6	249.3	0.025	0.383	0.037	4.186	124655	19.1	2.043	250	835.2	835.8	180.1	0.226	2547	2248	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
61400	0	1026	21.0	2256.2	256.2	0.017	0.351	0.037	4.272	121441	18.7	1.978	244	835.9	836.4	180.2	0.267	2548	2248	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
61830	0	840	15.5	1766.9	198.2	0.014	0.257	0.029	3.283	108522	17.1	1.755	221	845.8	846.2	182.0	0.198	2597	1948	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
61491	0	828	15.4	1766.6	198.2	0.013	0.256	0.029	3.301	108920	17.2	1.771	224	844.3	844.7	181.9	0.217	2597	1998	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
61875	0	846	15.3	1757.1	197.0	0.014	0.254	0.028	3.260	110036	17.2	1.778	222	844.5	844.9	181.9	0.162	2597	2048	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
61624	0	837	15.4	1759.6	198.0	0.014	0.256	0.029	3.290	110145	17.3	1.787	225	841.4	841.8	182.0	0.189	2597	1998	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
62877	0	856	15.8	1790.7	200.6	0.014	0.258	0.028	3.268	111454	17.4	1.773	221	843.3	843.7	182.0	0.183	2647	2048	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
63002	0	863	15.7	1783.1	199.9	0.014	0.255	0.028	3.249	111345	17.7	1.767	225	841.6	841.9	181.9	0.174	2647	2048	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
63184	0	8806	49.5	1797.2	201.1	0.139	0.802	0.028	3.259	122528	17.4	1.939	220	844.6	844.9	181.9	0.193	2647	2098	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
62663	0	2844	27.8	1790.8	201.6	0.045	0.454	0.029	3.294	110180	17.0	1.758	217	841.3	841.7	182.0	0.176	2647	2048	12000m.fbmy5635_20230628_863_fdo0_lto1.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_20220307_6282_fdo0_lto1.cy9c5_u33.06466.7850.1480.003nonzerononzero0.077
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u32.49967.3540.1440.003nonzerononzero0.082
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u33.79466.0630.1410.003nonzerononzero0.077
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u33.69066.1360.1710.003nonzerononzero0.090
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u33.21966.6790.0910.0090.001nonzero0.082
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u34.02465.8770.0900.0080.001nonzero0.072
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u33.18866.7040.0990.009nonzerononzero0.083
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u33.69666.2010.0940.0090.001nonzero0.078
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u33.41866.4770.0940.010nonzerononzero0.080
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u32.37867.5040.1070.011nonzerononzero0.085
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u32.50867.3780.1030.010nonzerononzero0.092
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u33.13266.7680.0900.0100.001nonzero0.084

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_20220307_6282_fdo0_lto1.cy9c5_u99.9660.0340.013
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u99.9600.0400.012
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u99.9460.0540.012
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u99.9610.0350.0040.058
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u99.7580.2230.0180.0020.069
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u99.8080.1820.0100.044
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u0.00299.7960.1880.0130.0010.071
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u0.00199.7750.2090.0140.0010.068
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u0.00299.7820.2060.0100.0010.074
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u0.00199.7640.2300.0050.019
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u0.00199.8020.1920.0050.0010.077
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u99.7800.2080.0100.0020.077

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_20220307_6282_fdo0_lto1.cy9c5_u99.9590.0360.0030.0010.073
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u99.9570.0390.0030.0010.088
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u99.9430.0560.0020.063
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u99.9510.0390.0080.0020.075
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u99.7300.2340.0320.0040.075
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u99.7950.1910.0140.0010.072
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u99.7670.2140.0160.0030.074
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u99.7550.2290.0160.042
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u99.7600.2210.0180.0010.076
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u99.7400.2510.0090.056
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u99.7790.2150.0050.0010.080
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u99.7550.2200.0220.0030.080

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2381	73536	3662	28.2	120.5	12.7	0.050	0.393	0.051	5.475	346035	31.8	4.706	346	833.9	834.3	182.0	0.077	3117	2078	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
2381	73152	3669	28.1	118.3	12.6	0.050	0.393	0.050	5.435	343000	31.9	4.689	349	834.5	834.9	181.9	0.082	3103	2110	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
2381	73867	3402	26.9	122.9	12.8	0.046	0.373	0.052	5.490	341887	31.1	4.628	337	834.2	834.6	181.8	0.077	3069	1999	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
2381	73401	3570	28.3	122.2	12.7	0.049	0.395	0.051	5.480	339610	31.1	4.627	339	835.1	835.6	181.9	0.090	3021	1918	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
2375	74894	3048	26.9	103.5	10.8	0.041	0.368	0.044	4.666	337530	31.0	4.507	331	840.9	841.1	182.8	0.082	3212	2142	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
2375	75209	2996	26.6	104.7	10.8	0.040	0.362	0.044	4.659	339388	31.0	4.513	330	840.6	840.8	183.1	0.072	3213	2078	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
2378	75308	3165	27.1	108.6	11.3	0.042	0.368	0.046	4.855	340358	31.1	4.520	330	840.6	840.8	182.9	0.083	3196	2206	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
2376	75338	3038	26.8	106.9	11.1	0.040	0.364	0.045	4.772	340530	31.2	4.520	331	840.3	840.5	182.6	0.078	3197	2142	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
2378	75350	3022	26.6	109.2	11.2	0.040	0.361	0.046	4.831	340105	30.9	4.514	328	840.4	840.6	182.7	0.080	3165	2078	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
2378	74601	3082	26.8	108.0	11.2	0.041	0.368	0.045	4.823	335520	31.0	4.498	332	840.5	840.7	183.0	0.085	3149	2126	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
2379	74794	4064	30.5	113.3	11.3	0.054	0.417	0.048	4.882	334445	30.8	4.472	329	840.6	840.7	182.9	0.092	3133	2078	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
2376	74592	3262	27.6	107.0	10.8	0.044	0.379	0.045	4.645	332689	30.8	4.460	330	840.2	840.4	182.7	0.084	3244	2222	12000m.fbmy5635_20230628_863_fdo0_lto1.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_20220307_6282_fdo0_lto1.cy9c5_u22.58577.3840.0180.013nonzero0.0010.079
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u21.82878.1410.0180.013nonzero0.0010.130
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u22.37577.5940.0180.013nonzero0.0010.104
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u23.20176.7680.0190.012nonzerononzero0.078
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u23.65476.2770.0280.0330.0090.040
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u23.53276.3970.0280.0350.008nonzero0.070
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u24.36475.5700.0300.0330.0030.025
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u23.83176.0980.0300.0350.0060.032
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u23.72176.2070.0290.0370.0050.049
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u22.37977.5540.0280.0350.004nonzero0.067
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u22.91377.0190.0320.0350.0010.032
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u22.85577.0760.0300.0340.0050.050

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_20220307_6282_fdo0_lto1.cy9c5_u99.0560.9400.0020.0010.075
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u99.6670.3300.0020.0010.080
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u89.23510.7620.0020.0010.082
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u99.8490.1500.001nonzero0.077
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_unonzero99.4800.4080.112nonzero0.071
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u99.2870.6220.092nonzero0.069
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u95.0254.8650.110nonzero0.089
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u99.6050.3320.063nonzero0.071
fbmy5635_20230628_833_fdo0_lto1.cy9c5_unonzero99.5390.3930.068nonzero0.083
fbmy5635_20230628_844_fdo0_lto1.cy9c5_unonzero99.5170.4270.055nonzero0.083
fbmy5635_20230628_853_fdo0_lto1.cy9c5_unonzero99.6510.3310.0180.042
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u0.00199.6390.3140.046nonzero0.084

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_20220307_6282_fdo0_lto1.cy9c5_u99.2500.7360.0100.0040.117
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u99.7060.2780.0110.0040.098
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u90.1499.8370.0100.0040.085
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u99.8560.1350.0060.0020.102
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u99.4420.4190.139nonzero0.071
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u99.1540.7340.112nonzero0.069
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u95.2164.6610.123nonzero0.083
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u99.5710.3470.082nonzero0.074
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u99.5140.3980.088nonzero0.082
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u99.4770.4520.070nonzero0.083
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u99.6210.3580.0210.046
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u99.6030.3340.063nonzero0.085

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	69478	1274	9.2	474.2	53.3	0.018	0.136	0.040	4.585	337979	34.3	4.865	395	835.3	837.0	186.0	0.079	2893	2477	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
11907	69118	1240	9.1	483.4	54.4	0.018	0.135	0.041	4.679	336897	34.5	4.874	399	836.0	837.7	185.6	0.130	2893	2477	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
11907	69479	1077	8.5	487.0	54.8	0.015	0.125	0.041	4.715	335033	33.7	4.822	388	835.3	836.9	185.7	0.104	2814	2429	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
11907	69568	1232	9.1	485.4	54.5	0.018	0.133	0.041	4.685	332874	33.6	4.785	386	836.9	838.6	185.6	0.078	2829	2477	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
11875	70390	675	9.5	381.4	41.7	0.010	0.138	0.032	3.597	324260	33.2	4.607	377	843.0	844.5	185.8	0.040	2989	2126	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
11871	70278	666	9.2	380.2	40.8	0.009	0.134	0.032	3.517	324660	33.1	4.620	377	843.1	844.5	186.0	0.070	2973	2142	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
11884	71313	658	8.1	369.4	40.4	0.009	0.116	0.031	3.479	330101	33.0	4.629	370	844.8	846.3	185.9	0.025	2989	2206	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
11878	70636	696	9.6	383.1	41.3	0.010	0.139	0.032	3.560	326586	33.4	4.624	378	841.7	843.2	185.8	0.032	2989	2174	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
11888	70753	699	9.2	375.8	40.6	0.010	0.134	0.032	3.501	326480	33.0	4.614	373	843.5	844.9	185.8	0.049	2973	2126	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
11888	70234	712	8.9	377.7	40.8	0.010	0.130	0.032	3.518	323516	33.1	4.606	377	843.7	845.2	185.9	0.067	2973	2142	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
11891	70716	2215	14.9	371.1	40.5	0.031	0.215	0.031	3.491	323424	32.8	4.574	371	844.3	845.7	185.7	0.032	2941	2254	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
11875	70071	1284	13.0	393.9	42.0	0.018	0.190	0.033	3.619	319871	33.0	4.565	377	841.8	843.2	185.8	0.050	3021	2222	12000m.fbmy5635_20230628_863_fdo0_lto1.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_20220307_6282_fdo0_lto1.cy9c5_u10.78689.1300.0560.028nonzerononzero0.068
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u9.54590.3620.0650.029nonzerononzero0.073
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u10.17289.7340.0650.029nonzerononzero0.069
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u9.88890.0190.0640.028nonzerononzero0.070
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u12.03187.8820.0380.0230.0250.060
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u11.24488.6600.0460.0240.026nonzero0.079
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u11.35388.5560.0450.0290.017nonzero0.071
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u11.68788.2160.0470.0290.020nonzero0.073
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u11.71988.1920.0390.0300.021nonzero0.068
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u9.49290.4070.0500.0310.0190.060
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u10.36589.5400.0490.0360.010nonzero0.076
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u10.57289.3290.0500.0280.0210.057

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_20220307_6282_fdo0_lto1.cy9c5_u22.23068.1649.6040.0020.094
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u12.65035.66051.6860.0040.109
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u16.60130.94652.4520.0010.104
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u14.05232.71653.2300.0010.078
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u24.91569.5835.4980.0040.121
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u15.50127.52356.9680.0090.077
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u25.07841.93432.9870.0010.085
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u22.83925.58551.5680.0080.089
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u22.74072.8944.3650.0010.078
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u19.53638.32642.1300.0070.077
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u40.72937.37521.8940.0030.093
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u21.15129.76249.0830.0030.087

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_20220307_6282_fdo0_lto1.cy9c5_u22.68467.9579.3560.0020.094
fbmy5635_20220519_722_fdo0_lto1.cy9c5_u12.83936.26250.8940.0050.122
fbmy5635_20220809_731_fdo0_lto1.cy9c5_u16.69231.73651.5690.0020.130
fbmy5635_20221011_731_fdo0_lto1.cy9c5_u14.14133.45252.4060.0020.131
fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u24.13969.9965.8600.0040.121
fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u15.13326.96257.8950.0090.087
fbmy5635_20230529_821_fdo0_lto1.cy9c5_u23.54442.83233.6220.0010.085
fbmy5635_20230628_821_fdo0_lto1.cy9c5_u22.36725.15852.4680.0080.089
fbmy5635_20230628_833_fdo0_lto1.cy9c5_u21.10774.2484.6430.0010.078
fbmy5635_20230628_844_fdo0_lto1.cy9c5_u19.17237.65743.1650.0070.076
fbmy5635_20230628_853_fdo0_lto1.cy9c5_u40.08937.50222.4060.0030.088
fbmy5635_20230628_863_fdo0_lto1.cy9c5_u20.72329.32749.9460.0030.087

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
23815	63060	2424	20.3	966.7	109.1	0.038	0.329	0.041	4.692	345330	38.3	5.476	486	834.9	835.1	187.2	0.068	2637	2254	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
23828	62394	2302	20.6	979.6	110.4	0.037	0.339	0.041	4.745	345999	39.0	5.545	500	835.5	835.7	187.1	0.073	2589	2222	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
23828	62652	2389	18.6	968.7	109.1	0.038	0.304	0.041	4.690	340883	38.0	5.441	485	835.2	835.3	186.9	0.069	2589	2222	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
23828	62422	2501	20.1	974.5	110.8	0.040	0.330	0.041	4.761	339394	38.1	5.437	488	836.4	836.5	186.8	0.070	2541	2190	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
23756	64046	1404	16.1	771.4	85.5	0.022	0.257	0.032	3.687	321311	36.8	5.017	460	843.8	845.7	186.8	0.060	2685	1870	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
23743	63126	1372	16.8	800.4	88.7	0.022	0.273	0.034	3.827	323913	37.4	5.131	474	842.9	844.9	186.9	0.079	2637	1822	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
23762	63889	1584	17.2	800.6	88.3	0.025	0.276	0.034	3.805	325027	37.6	5.087	471	843.6	845.6	186.9	0.071	2653	1918	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
23749	63688	1277	14.7	752.7	83.4	0.020	0.236	0.032	3.595	323780	36.8	5.084	462	843.8	845.8	186.7	0.073	2669	1774	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
23769	64136	1329	15.8	783.3	85.9	0.021	0.252	0.033	3.700	323424	36.8	5.043	459	843.2	845.1	187.0	0.068	2685	1774	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
23769	62682	1430	17.2	791.8	86.9	0.023	0.281	0.033	3.742	319157	37.4	5.092	477	842.2	844.2	187.1	0.060	2653	1742	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
23782	63287	7308	39.4	803.0	87.6	0.115	0.637	0.034	3.772	323868	37.5	5.117	474	847.9	849.8	186.9	0.076	2621	1966	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
23743	62863	2566	22.3	789.1	86.8	0.041	0.364	0.033	3.743	318717	36.8	5.070	468	842.5	844.4	186.8	0.057	2685	1806	12000m.fbmy5635_20230628_863_fdo0_lto1.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
583430	0	14	0.3	3032.3	339.7	0.000	0.000	0.005	0.596	484411	43.6	0.830	60	376.4	377.9	167.6	0.117	24376	15884	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
577840	0	14	0.2	2979.7	333.4	0.000	0.000	0.005	0.591	487067	43.8	0.843	61	376.7	378.3	166.4	0.329	24076	15589	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
576258	0	24	0.3	3022.0	337.4	0.000	0.001	0.005	0.600	489302	43.8	0.849	61	376.4	378.0	169.3	0.266	24076	16084	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
581762	0	11	0.2	3002.3	335.2	0.000	0.000	0.005	0.590	490583	42.9	0.843	59	376.7	378.2	166.6	0.264	24176	16783	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
632945	0	40	0.3	2117.3	230.7	0.000	0.001	0.003	0.373	299545	38.4	0.473	49	376.4	377.8	97.4	0.116	26874	21079	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
636031	0	24	0.3	2097.8	229.7	0.000	0.001	0.003	0.370	271689	37.9	0.427	48	376.4	377.8	95.9	0.109	26477	20480	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
632945	0	24	0.2	2122.8	232.6	0.000	0.000	0.003	0.376	299469	38.5	0.473	49	376.4	377.7	97.8	0.110	26774	20477	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
630418	0	36	0.5	2097.3	228.9	0.000	0.001	0.003	0.372	280030	37.9	0.444	48	376.1	377.5	96.7	0.162	26573	19880	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
645578	0	59	0.5	2127.6	231.9	0.000	0.001	0.003	0.368	294032	38.7	0.455	48	376.1	377.4	95.5	0.145	26973	19680	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
639012	0	33	0.5	2118.7	232.2	0.000	0.001	0.003	0.372	318362	39.4	0.498	49	376.3	377.7	96.2	0.102	27073	20180	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
639761	0	147	1.0	2156.6	235.7	0.000	0.002	0.003	0.377	302094	38.7	0.472	48	376.3	377.6	98.2	0.160	27173	20080	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
643294	0	105	0.9	2169.0	237.4	0.000	0.001	0.003	0.378	282902	38.1	0.440	47	376.0	377.4	98.6	0.164	27174	20579	12000m.fbmy5635_20230628_863_fdo0_lto1.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
1355331	0	7856	200.8	1652.5	165.4	0.006	0.152	0.001	0.125	41329	30.6	0.030	18	772.0	773.5	206.8	0.004	NA	NA	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
1354719	0	8801	198.5	1655.3	164.3	0.006	0.150	0.001	0.124	40794	30.4	0.030	18	772.0	773.6	206.8	0.003	NA	NA	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
1365354	0	7987	200.9	1667.7	166.0	0.006	0.151	0.001	0.125	43125	30.8	0.032	18	772.0	773.6	206.8	0.005	NA	NA	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
1380432	0	5800	206.7	1683.4	173.5	0.004	0.153	0.001	0.129	33100	30.1	0.024	17	772.0	773.5	206.8	0.015	NA	NA	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
1380591	0	5483	208.2	1685.6	171.5	0.004	0.154	0.001	0.127	32374	30.0	0.023	17	772.0	773.3	208.7	0.003	NA	NA	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
1355944	0	7013	198.7	1656.1	166.3	0.005	0.150	0.001	0.126	31818	29.6	0.023	17	771.9	773.3	208.7	0.003	NA	NA	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
1372695	0	7364	204.2	1676.2	165.5	0.005	0.152	0.001	0.123	32014	29.9	0.023	17	771.9	773.3	208.6	0.003	NA	NA	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
1377738	0	6577	204.4	1682.6	165.2	0.005	0.152	0.001	0.123	32335	30.1	0.023	17	771.6	773.0	208.7	0.004	NA	NA	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
1377264	0	8314	200.3	1683.5	169.6	0.006	0.149	0.001	0.126	27764	29.7	0.020	17	771.7	773.0	208.7	0.003	NA	NA	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
1374424	0	7772	200.2	1679.3	170.3	0.006	0.149	0.001	0.127	28099	29.7	0.020	17	771.9	773.2	208.6	0.003	NA	NA	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
1375843	0	6890	200.4	1682.7	171.2	0.005	0.149	0.001	0.127	24543	29.4	0.018	17	771.9	773.2	208.6	0.007	NA	NA	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
1387295	0	6440	206.9	1694.1	174.9	0.005	0.153	0.001	0.129	24670	29.6	0.018	17	771.6	772.9	208.7	0.003	NA	NA	12000m.fbmy5635_20230628_863_fdo0_lto1.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
62121	0	2503	26.9	2276.4	253.9	0.040	0.443	0.037	4.185	129759	19.5	2.089	251	841.3	841.9	180.0	0.232	2597	2248	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
61196	0	2356	25.9	2240.6	251.4	0.038	0.433	0.037	4.207	126227	19.4	2.063	254	839.6	840.2	178.7	0.242	2547	2248	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
61004	0	1552	22.8	2239.6	249.3	0.025	0.383	0.037	4.186	124655	19.1	2.043	250	835.2	835.8	180.1	0.226	2547	2248	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
61400	0	1026	21.0	2256.2	256.2	0.017	0.351	0.037	4.272	121441	18.7	1.978	244	835.9	836.4	180.2	0.267	2548	2248	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
61830	0	840	15.5	1766.9	198.2	0.014	0.257	0.029	3.283	108522	17.1	1.755	221	845.8	846.2	182.0	0.198	2597	1948	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
61491	0	828	15.4	1766.6	198.2	0.013	0.256	0.029	3.301	108920	17.2	1.771	224	844.3	844.7	181.9	0.217	2597	1998	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
61875	0	846	15.3	1757.1	197.0	0.014	0.254	0.028	3.260	110036	17.2	1.778	222	844.5	844.9	181.9	0.162	2597	2048	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
61624	0	837	15.4	1759.6	198.0	0.014	0.256	0.029	3.290	110145	17.3	1.787	225	841.4	841.8	182.0	0.189	2597	1998	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
62877	0	856	15.8	1790.7	200.6	0.014	0.258	0.028	3.268	111454	17.4	1.773	221	843.3	843.7	182.0	0.183	2647	2048	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
63002	0	863	15.7	1783.1	199.9	0.014	0.255	0.028	3.249	111345	17.7	1.767	225	841.6	841.9	181.9	0.174	2647	2048	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
63184	0	8806	49.5	1797.2	201.1	0.139	0.802	0.028	3.259	122528	17.4	1.939	220	844.6	844.9	181.9	0.193	2647	2098	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
62663	0	2844	27.8	1790.8	201.6	0.045	0.454	0.029	3.294	110180	17.0	1.758	217	841.3	841.7	182.0	0.176	2647	2048	12000m.fbmy5635_20230628_863_fdo0_lto1.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	73536	3662	28.2	120.5	12.7	0.050	0.393	0.051	5.475	346035	31.8	4.706	346	833.9	834.3	182.0	0.077	3117	2078	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
2381	73152	3669	28.1	118.3	12.6	0.050	0.393	0.050	5.435	343000	31.9	4.689	349	834.5	834.9	181.9	0.082	3103	2110	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
2381	73867	3402	26.9	122.9	12.8	0.046	0.373	0.052	5.490	341887	31.1	4.628	337	834.2	834.6	181.8	0.077	3069	1999	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
2381	73401	3570	28.3	122.2	12.7	0.049	0.395	0.051	5.480	339610	31.1	4.627	339	835.1	835.6	181.9	0.090	3021	1918	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
2375	74894	3048	26.9	103.5	10.8	0.041	0.368	0.044	4.666	337530	31.0	4.507	331	840.9	841.1	182.8	0.082	3212	2142	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
2375	75209	2996	26.6	104.7	10.8	0.040	0.362	0.044	4.659	339388	31.0	4.513	330	840.6	840.8	183.1	0.072	3213	2078	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
2378	75308	3165	27.1	108.6	11.3	0.042	0.368	0.046	4.855	340358	31.1	4.520	330	840.6	840.8	182.9	0.083	3196	2206	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
2376	75338	3038	26.8	106.9	11.1	0.040	0.364	0.045	4.772	340530	31.2	4.520	331	840.3	840.5	182.6	0.078	3197	2142	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
2378	75350	3022	26.6	109.2	11.2	0.040	0.361	0.046	4.831	340105	30.9	4.514	328	840.4	840.6	182.7	0.080	3165	2078	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
2378	74601	3082	26.8	108.0	11.2	0.041	0.368	0.045	4.823	335520	31.0	4.498	332	840.5	840.7	183.0	0.085	3149	2126	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
2379	74794	4064	30.5	113.3	11.3	0.054	0.417	0.048	4.882	334445	30.8	4.472	329	840.6	840.7	182.9	0.092	3133	2078	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
2376	74592	3262	27.6	107.0	10.8	0.044	0.379	0.045	4.645	332689	30.8	4.460	330	840.2	840.4	182.7	0.084	3244	2222	12000m.fbmy5635_20230628_863_fdo0_lto1.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	69478	1274	9.2	474.2	53.3	0.018	0.136	0.040	4.585	337979	34.3	4.865	395	835.3	837.0	186.0	0.079	2893	2477	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
11907	69118	1240	9.1	483.4	54.4	0.018	0.135	0.041	4.679	336897	34.5	4.874	399	836.0	837.7	185.6	0.130	2893	2477	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
11907	69479	1077	8.5	487.0	54.8	0.015	0.125	0.041	4.715	335033	33.7	4.822	388	835.3	836.9	185.7	0.104	2814	2429	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
11907	69568	1232	9.1	485.4	54.5	0.018	0.133	0.041	4.685	332874	33.6	4.785	386	836.9	838.6	185.6	0.078	2829	2477	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
11875	70390	675	9.5	381.4	41.7	0.010	0.138	0.032	3.597	324260	33.2	4.607	377	843.0	844.5	185.8	0.040	2989	2126	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
11871	70278	666	9.2	380.2	40.8	0.009	0.134	0.032	3.517	324660	33.1	4.620	377	843.1	844.5	186.0	0.070	2973	2142	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
11884	71313	658	8.1	369.4	40.4	0.009	0.116	0.031	3.479	330101	33.0	4.629	370	844.8	846.3	185.9	0.025	2989	2206	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
11878	70636	696	9.6	383.1	41.3	0.010	0.139	0.032	3.560	326586	33.4	4.624	378	841.7	843.2	185.8	0.032	2989	2174	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
11888	70753	699	9.2	375.8	40.6	0.010	0.134	0.032	3.501	326480	33.0	4.614	373	843.5	844.9	185.8	0.049	2973	2126	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
11888	70234	712	8.9	377.7	40.8	0.010	0.130	0.032	3.518	323516	33.1	4.606	377	843.7	845.2	185.9	0.067	2973	2142	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
11891	70716	2215	14.9	371.1	40.5	0.031	0.215	0.031	3.491	323424	32.8	4.574	371	844.3	845.7	185.7	0.032	2941	2254	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
11875	70071	1284	13.0	393.9	42.0	0.018	0.190	0.033	3.619	319871	33.0	4.565	377	841.8	843.2	185.8	0.050	3021	2222	12000m.fbmy5635_20230628_863_fdo0_lto1.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
23815	63060	2424	20.3	966.7	109.1	0.038	0.329	0.041	4.692	345330	38.3	5.476	486	834.9	835.1	187.2	0.068	2637	2254	12000m.fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
23828	62394	2302	20.6	979.6	110.4	0.037	0.339	0.041	4.745	345999	39.0	5.545	500	835.5	835.7	187.1	0.073	2589	2222	12000m.fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
23828	62652	2389	18.6	968.7	109.1	0.038	0.304	0.041	4.690	340883	38.0	5.441	485	835.2	835.3	186.9	0.069	2589	2222	12000m.fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
23828	62422	2501	20.1	974.5	110.8	0.040	0.330	0.041	4.761	339394	38.1	5.437	488	836.4	836.5	186.8	0.070	2541	2190	12000m.fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
23756	64046	1404	16.1	771.4	85.5	0.022	0.257	0.032	3.687	321311	36.8	5.017	460	843.8	845.7	186.8	0.060	2685	1870	12000m.fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
23743	63126	1372	16.8	800.4	88.7	0.022	0.273	0.034	3.827	323913	37.4	5.131	474	842.9	844.9	186.9	0.079	2637	1822	12000m.fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
23762	63889	1584	17.2	800.6	88.3	0.025	0.276	0.034	3.805	325027	37.6	5.087	471	843.6	845.6	186.9	0.071	2653	1918	12000m.fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
23749	63688	1277	14.7	752.7	83.4	0.020	0.236	0.032	3.595	323780	36.8	5.084	462	843.8	845.8	186.7	0.073	2669	1774	12000m.fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
23769	64136	1329	15.8	783.3	85.9	0.021	0.252	0.033	3.700	323424	36.8	5.043	459	843.2	845.1	187.0	0.068	2685	1774	12000m.fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
23769	62682	1430	17.2	791.8	86.9	0.023	0.281	0.033	3.742	319157	37.4	5.092	477	842.2	844.2	187.1	0.060	2653	1742	12000m.fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
23782	63287	7308	39.4	803.0	87.6	0.115	0.637	0.034	3.772	323868	37.5	5.117	474	847.9	849.8	186.9	0.076	2621	1966	12000m.fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
23743	62863	2566	22.3	789.1	86.8	0.041	0.364	0.033	3.743	318717	36.8	5.070	468	842.5	844.4	186.8	0.057	2685	1806	12000m.fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.003	57.720	42.234	0.004	0.039	0.000	0.000	0.000	0.000	0.117	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.002	54.891	45.064	0.004	0.039	nonzero	0.000	0.000	0.000	0.329	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.003	54.443	45.511	0.004	0.039	nonzero	0.000	0.000	0.000	0.266	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.003	56.347	43.607	0.003	0.039	nonzero	0.000	0.000	0.000	0.264	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.003	75.099	24.855	0.002	0.041	0.000	0.000	0.000	0.000	0.116	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.002	75.717	24.237	0.003	0.040	0.000	0.000	0.000	0.000	0.109	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.003	74.742	25.212	0.003	0.040	0.000	0.000	0.000	0.000	0.110	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.003	74.358	25.584	0.013	0.042	0.000	0.000	0.000	0.000	0.162	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.003	78.154	21.801	0.003	0.039	0.000	0.000	0.000	0.000	0.145	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.003	76.448	23.507	0.003	0.039	0.000	0.000	0.000	0.000	0.102	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.003	77.530	22.401	0.021	0.046	0.000	0.000	0.000	0.000	0.160	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.003	77.686	22.268	0.004	0.039	0.000	0.000	0.000	0.000	0.164	fbmy5635_20230628_863_fdo0_lto1.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	0.034	17.465	82.494	0.008	0.000	0.000	0.000	0.000	0.232	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	0.033	15.775	84.183	0.009	0.000	0.000	0.000	0.000	0.242	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	0.036	15.254	84.701	0.009	0.000	0.000	0.000	0.000	0.226	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	0.035	15.609	84.349	0.007	nonzero	0.000	0.000	0.000	0.267	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	0.041	18.258	81.686	0.016	0.000	0.000	0.000	0.000	0.198	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	0.052	17.385	82.548	0.014	0.000	0.000	0.000	0.000	0.217	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	0.037	18.056	81.895	0.011	0.000	0.000	0.000	0.000	0.162	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	0.043	17.737	82.208	0.011	0.000	0.000	0.000	0.000	0.189	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.000	0.048	19.954	79.987	0.011	0.000	0.000	0.000	0.000	0.183	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.000	0.043	20.079	79.867	0.011	0.000	0.000	0.000	0.000	0.174	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.000	0.045	20.359	79.588	0.009	0.000	0.000	0.000	0.000	0.193	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	0.042	19.434	80.513	0.011	0.000	0.000	0.000	0.000	0.176	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	nonzero	0.034	18.629	81.328	0.009	nonzero	0.000	0.000	0.000	0.293	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	nonzero	0.033	16.339	83.617	0.010	nonzero	0.000	0.000	0.000	0.305	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	0.036	15.824	84.129	0.010	nonzero	0.000	0.000	0.000	0.296	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	0.036	16.246	83.711	0.008	nonzero	0.000	0.000	0.000	0.267	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	0.042	17.453	82.488	0.017	nonzero	0.000	0.000	0.000	0.312	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	0.054	16.945	82.985	0.016	0.000	0.000	0.000	0.000	0.220	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	0.039	17.576	82.373	0.013	0.000	0.000	0.000	0.000	0.162	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	0.045	17.125	82.816	0.013	0.000	0.000	0.000	0.000	0.189	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.000	0.049	18.982	80.957	0.013	0.000	0.000	0.000	0.000	0.180	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.000	0.045	19.277	80.666	0.012	0.000	0.000	0.000	0.000	0.175	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.000	0.047	19.517	80.426	0.010	0.000	0.000	0.000	0.000	0.191	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	0.043	18.475	81.469	0.013	0.000	0.000	0.000	0.000	0.176	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

q100.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
33.064	66.785	0.148	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.077	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
32.499	67.354	0.144	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
33.794	66.063	0.141	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.077	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
33.690	66.136	0.171	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.090	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
33.219	66.679	0.091	0.009	0.001	nonzero	0.000	0.000	0.000	0.000	0.082	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
34.024	65.877	0.090	0.008	0.001	nonzero	0.000	0.000	0.000	0.000	0.072	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
33.188	66.704	0.099	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
33.696	66.201	0.094	0.009	0.001	nonzero	0.000	0.000	0.000	0.000	0.078	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
33.418	66.477	0.094	0.010	nonzero	nonzero	0.000	0.000	0.000	0.000	0.080	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
32.378	67.504	0.107	0.011	nonzero	nonzero	0.000	0.000	0.000	0.000	0.085	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
32.508	67.378	0.103	0.010	nonzero	nonzero	0.000	0.000	0.000	0.000	0.092	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
33.132	66.768	0.090	0.010	0.001	nonzero	0.000	0.000	0.000	0.000	0.084	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.966	0.034	0.000	0.000	0.000	0.000	0.000	0.000	0.013	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	99.960	0.040	0.000	0.000	0.000	0.000	0.000	0.000	0.012	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	99.946	0.054	0.000	0.000	0.000	0.000	0.000	0.000	0.012	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.961	0.035	0.004	0.000	0.000	0.000	0.000	0.000	0.058	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.758	0.223	0.018	0.002	0.000	0.000	0.000	0.000	0.069	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	99.808	0.182	0.010	0.000	0.000	0.000	0.000	0.000	0.044	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.002	99.796	0.188	0.013	0.001	0.000	0.000	0.000	0.000	0.071	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.001	99.775	0.209	0.014	0.001	0.000	0.000	0.000	0.000	0.068	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.002	99.782	0.206	0.010	0.001	0.000	0.000	0.000	0.000	0.074	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.001	99.764	0.230	0.005	0.000	0.000	0.000	0.000	0.000	0.019	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.001	99.802	0.192	0.005	0.001	0.000	0.000	0.000	0.000	0.077	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	99.780	0.208	0.010	0.002	0.000	0.000	0.000	0.000	0.077	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.959	0.036	0.003	0.001	0.000	0.000	0.000	0.000	0.073	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	99.957	0.039	0.003	0.001	0.000	0.000	0.000	0.000	0.088	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	99.943	0.056	0.002	0.000	0.000	0.000	0.000	0.000	0.063	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.951	0.039	0.008	0.002	0.000	0.000	0.000	0.000	0.075	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.730	0.234	0.032	0.004	0.000	0.000	0.000	0.000	0.075	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	99.795	0.191	0.014	0.001	0.000	0.000	0.000	0.000	0.072	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	99.767	0.214	0.016	0.003	0.000	0.000	0.000	0.000	0.074	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	99.755	0.229	0.016	0.000	0.000	0.000	0.000	0.000	0.042	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.000	99.760	0.221	0.018	0.001	0.000	0.000	0.000	0.000	0.076	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.000	99.740	0.251	0.009	0.000	0.000	0.000	0.000	0.000	0.056	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.000	99.779	0.215	0.005	0.001	0.000	0.000	0.000	0.000	0.080	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	99.755	0.220	0.022	0.003	0.000	0.000	0.000	0.000	0.080	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

q500.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
22.585	77.384	0.018	0.013	nonzero	0.001	0.000	0.000	0.000	0.000	0.079	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
21.828	78.141	0.018	0.013	nonzero	0.001	0.000	0.000	0.000	0.000	0.130	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
22.375	77.594	0.018	0.013	nonzero	0.001	0.000	0.000	0.000	0.000	0.104	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
23.201	76.768	0.019	0.012	nonzero	nonzero	0.000	0.000	0.000	0.000	0.078	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
23.654	76.277	0.028	0.033	0.009	0.000	0.000	0.000	0.000	0.000	0.040	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
23.532	76.397	0.028	0.035	0.008	nonzero	0.000	0.000	0.000	0.000	0.070	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
24.364	75.570	0.030	0.033	0.003	0.000	0.000	0.000	0.000	0.000	0.025	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
23.831	76.098	0.030	0.035	0.006	0.000	0.000	0.000	0.000	0.000	0.032	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
23.721	76.207	0.029	0.037	0.005	0.000	0.000	0.000	0.000	0.000	0.049	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
22.379	77.554	0.028	0.035	0.004	nonzero	0.000	0.000	0.000	0.000	0.067	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
22.913	77.019	0.032	0.035	0.001	0.000	0.000	0.000	0.000	0.000	0.032	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
22.855	77.076	0.030	0.034	0.005	0.000	0.000	0.000	0.000	0.000	0.050	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.056	0.940	0.002	0.001	0.000	0.000	0.000	0.000	0.075	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	99.667	0.330	0.002	0.001	0.000	0.000	0.000	0.000	0.080	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	89.235	10.762	0.002	0.001	0.000	0.000	0.000	0.000	0.082	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.849	0.150	0.001	nonzero	0.000	0.000	0.000	0.000	0.077	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	nonzero	99.480	0.408	0.112	nonzero	0.000	0.000	0.000	0.000	0.071	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	99.287	0.622	0.092	nonzero	0.000	0.000	0.000	0.000	0.069	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	95.025	4.865	0.110	nonzero	0.000	0.000	0.000	0.000	0.089	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	99.605	0.332	0.063	nonzero	0.000	0.000	0.000	0.000	0.071	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	nonzero	99.539	0.393	0.068	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	nonzero	99.517	0.427	0.055	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	nonzero	99.651	0.331	0.018	0.000	0.000	0.000	0.000	0.000	0.042	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.001	99.639	0.314	0.046	nonzero	0.000	0.000	0.000	0.000	0.084	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.250	0.736	0.010	0.004	0.000	0.000	0.000	0.000	0.117	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	99.706	0.278	0.011	0.004	0.000	0.000	0.000	0.000	0.098	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	90.149	9.837	0.010	0.004	0.000	0.000	0.000	0.000	0.085	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.856	0.135	0.006	0.002	0.000	0.000	0.000	0.000	0.102	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	99.442	0.419	0.139	nonzero	0.000	0.000	0.000	0.000	0.071	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	99.154	0.734	0.112	nonzero	0.000	0.000	0.000	0.000	0.069	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	95.216	4.661	0.123	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	99.571	0.347	0.082	nonzero	0.000	0.000	0.000	0.000	0.074	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.000	99.514	0.398	0.088	nonzero	0.000	0.000	0.000	0.000	0.082	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.000	99.477	0.452	0.070	nonzero	0.000	0.000	0.000	0.000	0.083	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.000	99.621	0.358	0.021	0.000	0.000	0.000	0.000	0.000	0.046	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	99.603	0.334	0.063	nonzero	0.000	0.000	0.000	0.000	0.085	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

q1000.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
10.786	89.130	0.056	0.028	nonzero	nonzero	0.000	0.000	0.000	0.000	0.068	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
9.545	90.362	0.065	0.029	nonzero	nonzero	0.000	0.000	0.000	0.000	0.073	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
10.172	89.734	0.065	0.029	nonzero	nonzero	0.000	0.000	0.000	0.000	0.069	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
9.888	90.019	0.064	0.028	nonzero	nonzero	0.000	0.000	0.000	0.000	0.070	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
12.031	87.882	0.038	0.023	0.025	0.000	0.000	0.000	0.000	0.000	0.060	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
11.244	88.660	0.046	0.024	0.026	nonzero	0.000	0.000	0.000	0.000	0.079	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
11.353	88.556	0.045	0.029	0.017	nonzero	0.000	0.000	0.000	0.000	0.071	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
11.687	88.216	0.047	0.029	0.020	nonzero	0.000	0.000	0.000	0.000	0.073	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
11.719	88.192	0.039	0.030	0.021	nonzero	0.000	0.000	0.000	0.000	0.068	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
9.492	90.407	0.050	0.031	0.019	0.000	0.000	0.000	0.000	0.000	0.060	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
10.365	89.540	0.049	0.036	0.010	nonzero	0.000	0.000	0.000	0.000	0.076	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
10.572	89.329	0.050	0.028	0.021	0.000	0.000	0.000	0.000	0.000	0.057	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	22.230	68.164	9.604	0.002	0.000	0.000	0.000	0.000	0.094	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	12.650	35.660	51.686	0.004	0.000	0.000	0.000	0.000	0.109	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	16.601	30.946	52.452	0.001	0.000	0.000	0.000	0.000	0.104	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	14.052	32.716	53.230	0.001	0.000	0.000	0.000	0.000	0.078	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	24.915	69.583	5.498	0.004	0.000	0.000	0.000	0.000	0.121	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	15.501	27.523	56.968	0.009	0.000	0.000	0.000	0.000	0.077	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	25.078	41.934	32.987	0.001	0.000	0.000	0.000	0.000	0.085	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	22.839	25.585	51.568	0.008	0.000	0.000	0.000	0.000	0.089	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.000	22.740	72.894	4.365	0.001	0.000	0.000	0.000	0.000	0.078	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.000	19.536	38.326	42.130	0.007	0.000	0.000	0.000	0.000	0.077	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.000	40.729	37.375	21.894	0.003	0.000	0.000	0.000	0.000	0.093	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	21.151	29.762	49.083	0.003	0.000	0.000	0.000	0.000	0.087	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	22.684	67.957	9.356	0.002	0.000	0.000	0.000	0.000	0.094	fbmy5635_20220307_6282_fdo0_lto1.cy9c5_u
0.000	0.000	12.839	36.262	50.894	0.005	0.000	0.000	0.000	0.000	0.122	fbmy5635_20220519_722_fdo0_lto1.cy9c5_u
0.000	0.000	16.692	31.736	51.569	0.002	0.000	0.000	0.000	0.000	0.130	fbmy5635_20220809_731_fdo0_lto1.cy9c5_u
0.000	0.000	14.141	33.452	52.406	0.002	0.000	0.000	0.000	0.000	0.131	fbmy5635_20221011_731_fdo0_lto1.cy9c5_u
0.000	0.000	24.139	69.996	5.860	0.004	0.000	0.000	0.000	0.000	0.121	fbmy5635_20230216_7100_fdo0_lto1.cy9c5_u
0.000	0.000	15.133	26.962	57.895	0.009	0.000	0.000	0.000	0.000	0.087	fbmy5635_20230412_7102_fdo0_lto1.cy9c5_u
0.000	0.000	23.544	42.832	33.622	0.001	0.000	0.000	0.000	0.000	0.085	fbmy5635_20230529_821_fdo0_lto1.cy9c5_u
0.000	0.000	22.367	25.158	52.468	0.008	0.000	0.000	0.000	0.000	0.089	fbmy5635_20230628_821_fdo0_lto1.cy9c5_u
0.000	0.000	21.107	74.248	4.643	0.001	0.000	0.000	0.000	0.000	0.078	fbmy5635_20230628_833_fdo0_lto1.cy9c5_u
0.000	0.000	19.172	37.657	43.165	0.007	0.000	0.000	0.000	0.000	0.076	fbmy5635_20230628_844_fdo0_lto1.cy9c5_u
0.000	0.000	40.089	37.502	22.406	0.003	0.000	0.000	0.000	0.000	0.088	fbmy5635_20230628_853_fdo0_lto1.cy9c5_u
0.000	0.000	20.723	29.327	49.946	0.003	0.000	0.000	0.000	0.000	0.087	fbmy5635_20230628_863_fdo0_lto1.cy9c5_u