Introduction

This is a report for the insert benchmark with 400M docs and 20 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 is c2-standard-60 from GCP with 30 cores, hyperthreading disabled, 240G RAM and 3T of NVMe storage. The benchmark was run with 20 clients and there were 1 or 2 connections per client (1 for queries, 1 for inserts). The benchmark loads 400M rows without secondary indexes, creates secondary indexes, loads another 400M rows then does 3 read+write tests for 1800 seconds each that do queries as fast as possible with 100, 500 and then 1000 writes/second/client concurrent with the queries. There was 1 table per client. The database is cached by the storage engine and the only IO is for writes. Clients and the DBMS share one server. The per-database configs are in the per-database subdirectories here.

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 q*.2. 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
400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60 6230531587698171895699046898066219
400m.fbmy5635_rel_o2.cy9c_gcp_c2s60 6451611351689174749650126395062059
400m.fbmy5635_rel.cy9c_gcp_c2s60 6525281600400174825707106930566862

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.

dbmsl.i0l.xl.i1q100.1q500.1q1000.1
400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60 1.001.001.001.001.001.00
400m.fbmy5635_rel_o2.cy9c_gcp_c2s60 1.040.851.020.930.930.94
400m.fbmy5635_rel.cy9c_gcp_c2s60 1.051.011.021.011.001.01

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_rel_withdbg.cy9c_gcp_c2s601976989019769
fbmy5635_rel_o2.cy9c_gcp_c2s601976988519769
fbmy5635_rel.cy9c_gcp_c2s601976988519769
target20001000020000

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_rel_withdbg.cy9c_gcp_c2s604.24886.9838.7300.0050.0310.0040.570
fbmy5635_rel_o2.cy9c_gcp_c2s603.23191.1985.5310.0050.0280.0070.490
fbmy5635_rel.cy9c_gcp_c2s604.07190.9224.9640.0080.0280.0060.357

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
623053	0	0	0.0	777.9	233.5	0.000	0.000	0.001	0.384	586013	63.3	0.941	30	12.7	13.1	NA	0.570	32465	14389	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
645161	0	0	0.0	811.2	244.4	0.000	0.000	0.001	0.388	599721	63.4	0.930	29	12.6	13.0	NA	0.490	33065	20577	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
652528	0	0	0.0	825.3	247.0	0.000	0.000	0.001	0.388	593150	63.4	0.909	29	13.1	13.5	NA	0.357	32975	18679	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
1587698	0	3	0.2	795.9	230.3	0.000	0.000	0.001	0.149	5402	58.9	0.003	11	27.0	27.4	NA	0.003	NA	NA	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
1351689	0	2	0.2	683.6	196.2	0.000	0.000	0.001	0.149	4832	59.7	0.004	13	27.0	27.4	NA	0.008	NA	NA	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
1600400	0	3	0.2	809.9	233.0	0.000	0.000	0.001	0.149	5729	58.4	0.004	11	26.9	27.3	NA	0.003	NA	NA	400m.fbmy5635_rel.cy9c_gcp_c2s60

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_rel_withdbg.cy9c_gcp_c2s600.11215.78584.0260.0570.0150.0050.399
fbmy5635_rel_o2.cy9c_gcp_c2s600.12416.26283.5770.0170.0190.0010.362
fbmy5635_rel.cy9c_gcp_c2s600.17216.18683.6040.0180.0170.0030.380

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
171895	0	19	4.1	749.4	222.9	0.000	0.024	0.004	1.328	156386	34.1	0.910	60	64.1	65.6	NA	0.399	8795	6443	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
174749	0	19	4.0	781.5	231.8	0.000	0.024	0.004	1.358	161715	33.5	0.925	58	60.3	61.9	NA	0.362	8795	7042	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
174825	0	19	4.1	800.7	236.1	0.000	0.024	0.005	1.383	160082	33.7	0.916	58	56.5	58.0	NA	0.380	8793	6793	400m.fbmy5635_rel.cy9c_gcp_c2s60

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_rel_withdbg.cy9c_gcp_c2s6032.21167.7850.0030.001nonzero0.035
fbmy5635_rel_o2.cy9c_gcp_c2s609.99489.9990.0060.001nonzero0.038
fbmy5635_rel.cy9c_gcp_c2s6034.60865.3880.0030.001nonzero0.031

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_rel_withdbg.cy9c_gcp_c2s600.27198.6101.1110.0080.026
fbmy5635_rel_o2.cy9c_gcp_c2s600.28595.4614.2250.0290.036
fbmy5635_rel.cy9c_gcp_c2s600.54698.1861.2680.009

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
1976	69904	0	0.0	30.4	8.8	0.000	0.000	0.015	4.565	293658	65.0	4.201	279	56.2	58.2	NA	0.035	3548	2638	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
1976	65012	0	0.0	29.1	8.4	0.000	0.000	0.015	4.359	273142	64.9	4.201	299	56.2	58.1	NA	0.038	3244	2942	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
1976	70710	0	0.0	18.8	5.1	0.000	0.000	0.010	2.617	295340	64.8	4.177	275	56.2	58.1	NA	0.031	3566	3069	400m.fbmy5635_rel.cy9c_gcp_c2s60

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_rel_withdbg.cy9c_gcp_c2s6025.87674.0880.0340.0010.0010.040
fbmy5635_rel_o2.cy9c_gcp_c2s607.37492.5850.0390.0010.0010.039
fbmy5635_rel.cy9c_gcp_c2s6027.75372.2130.0330.0010.0010.041

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_rel_withdbg.cy9c_gcp_c2s600.02614.90484.5950.4730.0020.103
fbmy5635_rel_o2.cy9c_gcp_c2s600.04516.89682.6810.3770.045
fbmy5635_rel.cy9c_gcp_c2s600.05715.67883.8590.4020.0040.128

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
9890	68980	0	0.0	61.6	18.0	0.000	0.000	0.006	1.862	283372	66.1	4.108	287	57.4	57.7	NA	0.040	3452	3101	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
9885	63950	0	0.0	61.2	17.9	0.000	0.000	0.006	1.850	263448	65.9	4.120	309	57.4	57.7	NA	0.039	3212	2942	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
9885	69305	0	0.0	63.1	18.5	0.000	0.000	0.006	1.912	284508	66.0	4.105	286	57.4	57.6	NA	0.041	3516	3212	400m.fbmy5635_rel.cy9c_gcp_c2s60

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_rel_withdbg.cy9c_gcp_c2s6016.30383.6380.0580.001nonzero0.054
fbmy5635_rel_o2.cy9c_gcp_c2s604.49895.4340.0670.001nonzero0.053
fbmy5635_rel.cy9c_gcp_c2s6018.87681.0680.0560.001nonzero0.038

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_rel_withdbg.cy9c_gcp_c2s600.05324.18775.3730.3870.034
fbmy5635_rel_o2.cy9c_gcp_c2s600.10025.24374.3970.2600.033
fbmy5635_rel.cy9c_gcp_c2s600.07725.60873.9930.3210.034

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
19769	66219	0	0.0	118.9	35.6	0.000	0.000	0.006	1.842	266215	68.0	4.020	308	60.0	60.9	NA	0.054	3340	3053	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
19769	62059	0	0.0	115.4	33.7	0.000	0.000	0.006	1.746	251422	67.8	4.051	328	60.0	60.8	NA	0.053	3133	2891	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
19769	66862	0	0.0	116.1	34.1	0.000	0.000	0.006	1.765	269484	67.8	4.030	304	60.1	61.0	NA	0.038	3373	3053	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
623053	0	0	0.0	777.9	233.5	0.000	0.000	0.001	0.384	586013	63.3	0.941	30	12.7	13.1	NA	0.570	32465	14389	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
645161	0	0	0.0	811.2	244.4	0.000	0.000	0.001	0.388	599721	63.4	0.930	29	12.6	13.0	NA	0.490	33065	20577	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
652528	0	0	0.0	825.3	247.0	0.000	0.000	0.001	0.388	593150	63.4	0.909	29	13.1	13.5	NA	0.357	32975	18679	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
1587698	0	3	0.2	795.9	230.3	0.000	0.000	0.001	0.149	5402	58.9	0.003	11	27.0	27.4	NA	0.003	NA	NA	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
1351689	0	2	0.2	683.6	196.2	0.000	0.000	0.001	0.149	4832	59.7	0.004	13	27.0	27.4	NA	0.008	NA	NA	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
1600400	0	3	0.2	809.9	233.0	0.000	0.000	0.001	0.149	5729	58.4	0.004	11	26.9	27.3	NA	0.003	NA	NA	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
171895	0	19	4.1	749.4	222.9	0.000	0.024	0.004	1.328	156386	34.1	0.910	60	64.1	65.6	NA	0.399	8795	6443	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
174749	0	19	4.0	781.5	231.8	0.000	0.024	0.004	1.358	161715	33.5	0.925	58	60.3	61.9	NA	0.362	8795	7042	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
174825	0	19	4.1	800.7	236.1	0.000	0.024	0.005	1.383	160082	33.7	0.916	58	56.5	58.0	NA	0.380	8793	6793	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
1976	69904	0	0.0	30.4	8.8	0.000	0.000	0.015	4.565	293658	65.0	4.201	279	56.2	58.2	NA	0.035	3548	2638	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
1976	65012	0	0.0	29.1	8.4	0.000	0.000	0.015	4.359	273142	64.9	4.201	299	56.2	58.1	NA	0.038	3244	2942	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
1976	70710	0	0.0	18.8	5.1	0.000	0.000	0.010	2.617	295340	64.8	4.177	275	56.2	58.1	NA	0.031	3566	3069	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
9890	68980	0	0.0	61.6	18.0	0.000	0.000	0.006	1.862	283372	66.1	4.108	287	57.4	57.7	NA	0.040	3452	3101	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
9885	63950	0	0.0	61.2	17.9	0.000	0.000	0.006	1.850	263448	65.9	4.120	309	57.4	57.7	NA	0.039	3212	2942	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
9885	69305	0	0.0	63.1	18.5	0.000	0.000	0.006	1.912	284508	66.0	4.105	286	57.4	57.6	NA	0.041	3516	3212	400m.fbmy5635_rel.cy9c_gcp_c2s60

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
19769	66219	0	0.0	118.9	35.6	0.000	0.000	0.006	1.842	266215	68.0	4.020	308	60.0	60.9	NA	0.054	3340	3053	400m.fbmy5635_rel_withdbg.cy9c_gcp_c2s60
19769	62059	0	0.0	115.4	33.7	0.000	0.000	0.006	1.746	251422	67.8	4.051	328	60.0	60.8	NA	0.053	3133	2891	400m.fbmy5635_rel_o2.cy9c_gcp_c2s60
19769	66862	0	0.0	116.1	34.1	0.000	0.000	0.006	1.765	269484	67.8	4.030	304	60.1	61.0	NA	0.038	3373	3053	400m.fbmy5635_rel.cy9c_gcp_c2s60

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	4.248	86.983	8.730	0.005	0.031	0.004	0.000	0.000	0.000	0.570	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
0.000	3.231	91.198	5.531	0.005	0.028	0.007	0.000	0.000	0.000	0.490	fbmy5635_rel_o2.cy9c_gcp_c2s60
0.000	4.071	90.922	4.964	0.008	0.028	0.006	0.000	0.000	0.000	0.357	fbmy5635_rel.cy9c_gcp_c2s60

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	0.112	15.785	84.026	0.057	0.015	0.005	0.000	0.000	0.000	0.399	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
0.000	0.124	16.262	83.577	0.017	0.019	0.001	0.000	0.000	0.000	0.362	fbmy5635_rel_o2.cy9c_gcp_c2s60
0.000	0.172	16.186	83.604	0.018	0.017	0.003	0.000	0.000	0.000	0.380	fbmy5635_rel.cy9c_gcp_c2s60

q100.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
32.211	67.785	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
9.994	89.999	0.006	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	fbmy5635_rel_o2.cy9c_gcp_c2s60
34.608	65.388	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.031	fbmy5635_rel.cy9c_gcp_c2s60

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.271	98.610	1.111	0.008	0.000	0.000	0.000	0.000	0.000	0.026	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
0.000	0.285	95.461	4.225	0.029	0.000	0.000	0.000	0.000	0.000	0.036	fbmy5635_rel_o2.cy9c_gcp_c2s60
0.000	0.546	98.186	1.268	0.000	0.000	0.000	0.000	0.000	0.000	0.009	fbmy5635_rel.cy9c_gcp_c2s60

q500.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
25.876	74.088	0.034	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.040	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
7.374	92.585	0.039	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.039	fbmy5635_rel_o2.cy9c_gcp_c2s60
27.753	72.213	0.033	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.041	fbmy5635_rel.cy9c_gcp_c2s60

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.026	14.904	84.595	0.473	0.002	0.000	0.000	0.000	0.000	0.103	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
0.000	0.045	16.896	82.681	0.377	0.000	0.000	0.000	0.000	0.000	0.045	fbmy5635_rel_o2.cy9c_gcp_c2s60
0.000	0.057	15.678	83.859	0.402	0.004	0.000	0.000	0.000	0.000	0.128	fbmy5635_rel.cy9c_gcp_c2s60

q1000.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
16.303	83.638	0.058	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.054	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
4.498	95.434	0.067	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.053	fbmy5635_rel_o2.cy9c_gcp_c2s60
18.876	81.068	0.056	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	fbmy5635_rel.cy9c_gcp_c2s60

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.053	24.187	75.373	0.387	0.000	0.000	0.000	0.000	0.000	0.034	fbmy5635_rel_withdbg.cy9c_gcp_c2s60
0.000	0.100	25.243	74.397	0.260	0.000	0.000	0.000	0.000	0.000	0.033	fbmy5635_rel_o2.cy9c_gcp_c2s60
0.000	0.077	25.608	73.993	0.321	0.000	0.000	0.000	0.000	0.000	0.034	fbmy5635_rel.cy9c_gcp_c2s60