Introduction

This is a report for the insert benchmark with 4000M docs and 8 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 a c2-standard-30 with 15 cores, hyperthreads disabled, 120G RAM and XFS with SW RAID 0 across 4 NVMe SSD. The benchmark was run with 8 clients and there were 1 or 3 connections per client (1 for queries or inserts without rate limits, 1+1 for rate limited inserts+deletes). It uses 8 tables, 1 per client. It loads 500M rows per table without secondary indexes, creates secondary indexes, then inserts 40M 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. There are also deletes to match the inserts and avoid growing the table. The database is larger than RAM. 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
pg153_o3_native_lto.cx7a_gcp_c2s30 1088732154982679231073599103879360
pg153_o3_native_lto.cx7a1_gcp_c2s30 1083717168071462771050939260686199
pg153_o3_native_lto.cx7a3_gcp_c2s30 1088732150323270781072679018579753
pg153_o3_native_lto.cx7a4_gcp_c2s30 1082837148481891021089059661181530
pg153_o3_native_lto.cx7a7_gcp_c2s30 1091703152501077071073568735485311
pg153_o3_native_lto.cx7a10_gcp_c2s30 1079040151404271171060198997879587
pg153_o3_native_lto.cx7a12_gcp_c2s30 1101322151232592061061249103884936
pg153_o3_native_lto.cx7a15_gcp_c2s30 11074201361504969211116310075296531
pg153_o3_native_lto.cx7a16_gcp_c2s30 10790401500413141891028269135472827
pg153_o3_native_lto.cx7a23_gcp_c2s30 10845991512325119811048129513885161
pg153_o3_native_lto.cx7a24_gcp_c2s30 1067806151061290491074869798189136
pg153_o3_native_lto.cx7a25_gcp_c2s30 1072961174524489671083169460869707
pg153_o3_native_lto.cx7a26_gcp_c2s30 10860711501539115591045759532192061
pg153_o3_native_lto.cx7a27_gcp_c2s30 11108021624736114261044679469974007
pg153_o3_native_lto.cx7a28_gcp_c2s30 11142061498726104881026739348472343

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
pg153_o3_native_lto.cx7a_gcp_c2s30 1.001.001.001.001.001.00
pg153_o3_native_lto.cx7a1_gcp_c2s30 1.001.080.790.981.021.09
pg153_o3_native_lto.cx7a3_gcp_c2s30 1.000.970.891.000.991.00
pg153_o3_native_lto.cx7a4_gcp_c2s30 0.990.961.151.011.061.03
pg153_o3_native_lto.cx7a7_gcp_c2s30 1.000.980.971.000.961.07
pg153_o3_native_lto.cx7a10_gcp_c2s30 0.990.980.900.990.991.00
pg153_o3_native_lto.cx7a12_gcp_c2s30 1.010.981.160.991.001.07
pg153_o3_native_lto.cx7a15_gcp_c2s30 1.020.881.221.041.111.22
pg153_o3_native_lto.cx7a16_gcp_c2s30 0.990.971.790.961.000.92
pg153_o3_native_lto.cx7a23_gcp_c2s30 1.000.981.510.981.051.07
pg153_o3_native_lto.cx7a24_gcp_c2s30 0.980.971.141.001.081.12
pg153_o3_native_lto.cx7a25_gcp_c2s30 0.991.131.131.011.040.88
pg153_o3_native_lto.cx7a26_gcp_c2s30 1.000.971.460.971.051.16
pg153_o3_native_lto.cx7a27_gcp_c2s30 1.021.051.440.971.040.93
pg153_o3_native_lto.cx7a28_gcp_c2s30 1.020.971.320.961.030.91

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
pg153_o3_native_lto.cx7a_gcp_c2s3079739467962
pg153_o3_native_lto.cx7a1_gcp_c2s3079839837976
pg153_o3_native_lto.cx7a3_gcp_c2s3079739447923
pg153_o3_native_lto.cx7a4_gcp_c2s3079739747976
pg153_o3_native_lto.cx7a7_gcp_c2s3079839277943
pg153_o3_native_lto.cx7a10_gcp_c2s3079739227914
pg153_o3_native_lto.cx7a12_gcp_c2s3079739477976
pg153_o3_native_lto.cx7a15_gcp_c2s3079739877965
pg153_o3_native_lto.cx7a16_gcp_c2s3079739886818
pg153_o3_native_lto.cx7a23_gcp_c2s3079739877756
pg153_o3_native_lto.cx7a24_gcp_c2s3079739877976
pg153_o3_native_lto.cx7a25_gcp_c2s3079739547969
pg153_o3_native_lto.cx7a26_gcp_c2s3079739877157
pg153_o3_native_lto.cx7a27_gcp_c2s3079839877811
pg153_o3_native_lto.cx7a28_gcp_c2s3079839877717
target80040008000

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
pg153_o3_native_lto.cx7a_gcp_c2s3096.8513.0790.0390.0120.0180.0010.444
pg153_o3_native_lto.cx7a1_gcp_c2s3097.0312.9080.0340.0090.0150.0020.692
pg153_o3_native_lto.cx7a3_gcp_c2s3097.6282.3110.0310.0120.0170.0010.616
pg153_o3_native_lto.cx7a4_gcp_c2s3096.8973.0320.0410.0110.0180.001nonzero1.097
pg153_o3_native_lto.cx7a7_gcp_c2s3096.7693.1550.0430.0200.0130.0010.528
pg153_o3_native_lto.cx7a10_gcp_c2s3096.7463.1830.0390.0130.0180.0010.537
pg153_o3_native_lto.cx7a12_gcp_c2s3096.9762.9700.0370.0080.0080.0010.750
pg153_o3_native_lto.cx7a15_gcp_c2s3096.9153.0090.0510.0180.007nonzerononzerononzero5.092
pg153_o3_native_lto.cx7a16_gcp_c2s3097.3592.5760.0330.0150.0170.001nonzero1.407
pg153_o3_native_lto.cx7a23_gcp_c2s3097.1872.7400.0410.0140.0180.0010.439
pg153_o3_native_lto.cx7a24_gcp_c2s3097.1082.8190.0410.0130.0180.0010.401
pg153_o3_native_lto.cx7a25_gcp_c2s3096.8703.0630.0310.0170.0170.0010.543
pg153_o3_native_lto.cx7a26_gcp_c2s3097.3672.5730.0300.0100.0180.0010.439
pg153_o3_native_lto.cx7a27_gcp_c2s3097.6432.3150.0290.0050.0080.0010.662
pg153_o3_native_lto.cx7a28_gcp_c2s3097.4472.5080.0290.0090.007nonzero0.574

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
1088732	0	563	4.7	1553.8	297.4	0.001	0.004	0.001	0.280	90046	82.5	0.083	11	382.7	452.8	8.6	0.444	143093	51744	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
1083717	0	553	4.7	1507.2	273.1	0.001	0.004	0.001	0.258	89298	82.6	0.082	11	382.7	452.8	14.3	0.692	142845	42154	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
1088732	0	558	5.4	1494.0	259.9	0.001	0.005	0.001	0.244	90672	83.1	0.083	11	382.7	452.8	7.3	0.616	142246	57737	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
1082837	0	552	4.7	1589.5	294.5	0.001	0.004	0.001	0.278	89127	82.7	0.082	11	382.7	452.8	28.9	1.097	142445	49264	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
1091703	0	553	5.0	1760.8	321.0	0.001	0.005	0.002	0.301	91245	83.5	0.084	11	382.7	398.8	10.0	0.528	142843	61333	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
1079040	0	551	4.7	1599.0	297.5	0.001	0.004	0.001	0.282	88599	82.5	0.082	11	382.7	452.8	1.7	0.537	141943	54260	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1101322	0	556	4.6	1616.5	301.4	0.001	0.004	0.001	0.280	90598	84.1	0.082	11	382.7	452.8	14.0	0.750	142593	67826	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
1107420	0	572	4.8	1623.8	313.0	0.001	0.004	0.001	0.289	90594	84.2	0.082	11	382.7	414.8	0.0	5.092	143441	59135	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
1079040	0	530	4.2	1368.6	250.2	0.000	0.004	0.001	0.237	90608	82.6	0.084	11	382.7	452.8	4.9	1.407	141447	51045	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
1084599	0	548	4.3	1364.7	254.6	0.001	0.004	0.001	0.240	90587	82.7	0.084	11	382.7	452.8	7.7	0.439	141946	54559	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
1067806	0	555	4.5	1558.2	288.1	0.001	0.004	0.001	0.276	89197	82.6	0.084	12	382.7	452.8	4.6	0.401	140348	50764	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
1072961	0	675	9.7	1582.7	304.0	0.001	0.009	0.001	0.290	90603	82.0	0.084	11	382.7	412.8	20.7	0.543	141148	50745	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
1086071	0	543	4.3	1380.8	252.5	0.000	0.004	0.001	0.238	91405	82.5	0.084	11	382.7	452.8	9.5	0.439	142246	54840	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
1110802	0	540	4.3	1385.9	253.5	0.000	0.004	0.001	0.234	92534	84.6	0.083	11	382.7	452.8	9.9	0.662	142424	81810	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
1114206	0	545	4.3	1457.4	282.3	0.000	0.004	0.001	0.259	92740	84.7	0.083	11	382.7	414.8	3.3	0.574	143293	83210	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
1549826	0	3679	758.7	1408.4	307.9	0.002	0.501	0.001	0.203	36674	34.3	0.024	3	735.2	798.7	48.9	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
1680714	0	3402	747.4	1423.0	314.7	0.002	0.455	0.001	0.192	13105	37.5	0.008	3	735.2	805.2	53.5	0.017	NA	NA	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
1503232	0	3701	766.3	1316.2	289.7	0.002	0.522	0.001	0.197	36635	33.8	0.024	3	735.2	803.2	52.1	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
1484818	0	3606	752.1	1386.0	302.3	0.002	0.519	0.001	0.209	37729	34.1	0.025	3	735.2	805.2	48.3	0.029	NA	NA	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
1525010	0	3765	741.3	1358.8	295.9	0.002	0.498	0.001	0.199	37707	34.0	0.025	3	735.2	751.2	54.7	0.017	NA	NA	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
1514042	0	3706	763.7	1356.4	298.7	0.002	0.517	0.001	0.202	36901	34.0	0.024	3	735.2	803.5	51.4	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1512325	0	3607	743.1	1432.8	310.0	0.002	0.503	0.001	0.210	35438	34.5	0.023	3	735.2	804.1	55.4	0.020	NA	NA	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
1361504	0	5617	743.0	1321.6	276.7	0.004	0.559	0.001	0.208	19150	32.1	0.014	4	735.2	766.7	0.1	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
1500413	0	3702	759.9	1287.7	287.2	0.002	0.519	0.001	0.196	36972	33.9	0.025	3	735.2	804.9	56.8	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
1512325	0	3628	751.8	1317.8	287.1	0.002	0.509	0.001	0.194	35933	34.5	0.024	3	735.2	802.6	56.9	0.003	NA	NA	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
1510612	0	3635	746.0	1410.6	310.9	0.002	0.506	0.001	0.211	36768	34.6	0.024	3	735.2	803.7	52.2	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
1745244	0	2406	578.4	1582.3	367.3	0.001	0.339	0.001	0.216	47861	36.9	0.027	3	735.2	765.2	12.9	0.017	NA	NA	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
1501539	0	3654	756.0	1289.0	283.7	0.002	0.516	0.001	0.193	37115	34.2	0.025	3	735.2	802.7	56.7	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
1624736	0	3555	768.1	1244.9	277.6	0.002	0.484	0.001	0.175	13241	37.1	0.008	3	735.2	804.7	56.7	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
1498726	0	3618	748.5	1278.2	282.0	0.002	0.511	0.001	0.193	36711	34.2	0.024	3	735.2	767.1	56.7	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
pg153_o3_native_lto.cx7a_gcp_c2s3035.33042.73621.9230.0100.0010.658
pg153_o3_native_lto.cx7a1_gcp_c2s3021.73551.87626.3710.0170.0020.958
pg153_o3_native_lto.cx7a3_gcp_c2s3048.22640.23611.5320.006nonzero0.694
pg153_o3_native_lto.cx7a4_gcp_c2s3039.52342.70917.7480.0160.002nonzero1.033
pg153_o3_native_lto.cx7a7_gcp_c2s3042.22832.90424.8590.0080.0010.690
pg153_o3_native_lto.cx7a10_gcp_c2s3042.77736.69020.4990.0330.0010.781
pg153_o3_native_lto.cx7a12_gcp_c2s3019.70153.43626.8490.0110.0030.848
pg153_o3_native_lto.cx7a15_gcp_c2s300.00614.55354.76230.5640.1070.006nonzero0.0015.370
pg153_o3_native_lto.cx7a16_gcp_c2s3033.18445.50421.2780.0320.0020.907
pg153_o3_native_lto.cx7a23_gcp_c2s3036.94238.23224.7840.0390.0030.660
pg153_o3_native_lto.cx7a24_gcp_c2s3036.27442.61921.0700.0330.003nonzero1.305
pg153_o3_native_lto.cx7a25_gcp_c2s3042.91328.72528.3170.0410.004nonzero1.341
pg153_o3_native_lto.cx7a26_gcp_c2s3031.45541.94126.5830.0190.002nonzero1.201
pg153_o3_native_lto.cx7a27_gcp_c2s3047.40233.85418.7340.0100.0010.771
pg153_o3_native_lto.cx7a28_gcp_c2s3013.58654.97631.4110.0250.0020.921

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
pg153_o3_native_lto.cx7a_gcp_c2s3069.7531.3520.7913.0729.73512.7712.5270.730
pg153_o3_native_lto.cx7a1_gcp_c2s3059.7764.2050.9523.0429.26015.5377.2290.594
pg153_o3_native_lto.cx7a3_gcp_c2s3067.4030.7610.7812.9698.48312.6106.9940.569
pg153_o3_native_lto.cx7a4_gcp_c2s3069.2990.8120.8722.91710.26414.7241.1120.745
pg153_o3_native_lto.cx7a7_gcp_c2s3070.7701.5390.8033.0008.78611.4753.6280.701
pg153_o3_native_lto.cx7a10_gcp_c2s3068.2200.8380.7633.0289.48711.6406.0230.747
pg153_o3_native_lto.cx7a12_gcp_c2s3068.5603.7670.7672.88010.11313.7600.154nonzero1.651
pg153_o3_native_lto.cx7a15_gcp_c2s3068.8442.8311.3084.71814.3817.917nonzerononzerononzero5.100
pg153_o3_native_lto.cx7a16_gcp_c2s3069.0682.2400.7632.86213.82711.2400.0010.475
pg153_o3_native_lto.cx7a23_gcp_c2s3070.4273.2610.7442.8498.80113.9160.0010.545
pg153_o3_native_lto.cx7a24_gcp_c2s3067.1221.6361.0463.8458.69915.5952.0570.643
pg153_o3_native_lto.cx7a25_gcp_c2s3069.3711.6250.8963.58311.00213.1950.3290.673
pg153_o3_native_lto.cx7a26_gcp_c2s3070.8953.7820.7572.7559.23612.5740.0020.594
pg153_o3_native_lto.cx7a27_gcp_c2s3067.9711.7691.1933.60612.28413.1630.0150.408
pg153_o3_native_lto.cx7a28_gcp_c2s3061.0016.2191.9156.38114.40010.0820.0020.952

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
7923	0	6939	65.0	9314.7	152.8	0.876	8.400	1.176	19.744	17808	37.6	2.248	712	791.0	824.9	68.9	0.658	250	200	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
6277	0	6064	60.9	8595.3	114.4	0.966	9.930	1.369	18.660	15183	37.8	2.419	903	784.0	792.3	49.2	0.958	500	350	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
7078	0	5378	50.2	6800.9	70.1	0.760	7.257	0.961	10.135	13482	38.8	1.905	822	793.8	794.7	70.9	0.694	200	150	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
9102	0	6762	64.3	9286.4	157.6	0.743	7.240	1.020	17.735	17961	38.5	1.973	635	785.2	850.4	5.4	1.033	250	200	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
7707	0	6021	52.0	14427.0	209.8	0.781	6.913	1.872	27.870	15898	35.5	2.063	691	797.2	813.2	1.9	0.690	200	150	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
7117	0	5488	47.7	7496.0	127.0	0.771	6.867	1.053	18.273	14544	39.5	2.044	833	794.7	811.4	70.2	0.781	300	250	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
9206	0	9625	89.0	13158.9	201.4	1.045	9.895	1.429	22.400	23775	39.0	2.582	635	787.2	848.8	1.7	0.848	250	200	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
9692	0	9892	99.1	17956.8	280.5	1.021	10.474	1.853	29.633	24989	26.5	2.578	410	780.7	808.6	0.1	5.370	2997	849	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
14189	0	11675	132.2	17671.0	297.4	0.823	9.539	1.245	21.466	30552	38.9	2.153	411	774.4	837.9	70.8	0.907	1498	749	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
11981	0	10192	102.8	13977.0	226.7	0.851	8.782	1.167	19.378	26430	37.9	2.206	474	778.5	821.6	70.6	0.660	300	250	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
9049	0	7498	80.0	10937.4	184.9	0.829	9.050	1.209	20.927	19664	46.5	2.173	771	785.1	846.7	70.8	1.305	250	200	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
8967	0	8777	96.6	15285.1	237.0	0.979	11.030	1.705	27.064	19203	35.5	2.142	594	783.8	813.9	30.6	1.341	1099	250	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
11559	0	10626	118.8	15004.7	249.5	0.919	10.529	1.298	22.107	27194	41.0	2.353	532	772.7	842.8	68.1	1.201	300	200	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
11426	0	7741	92.6	9964.0	143.6	0.677	8.297	0.872	12.869	20934	41.5	1.832	545	773.3	843.4	50.5	0.771	250	200	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
10488	0	11439	129.5	20157.0	310.5	1.091	12.645	1.922	30.315	28728	37.2	2.739	532	773.1	805.1	47.1	0.921	250	200	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
pg153_o3_native_lto.cx7a_gcp_c2s3099.8470.1510.002nonzerononzerononzero0.145
pg153_o3_native_lto.cx7a1_gcp_c2s3099.8620.1360.002nonzerononzerononzero0.144
pg153_o3_native_lto.cx7a3_gcp_c2s3099.8970.1010.001nonzerononzerononzero0.137
pg153_o3_native_lto.cx7a4_gcp_c2s3099.9260.073nonzerononzerononzerononzero0.128
pg153_o3_native_lto.cx7a7_gcp_c2s3099.9300.0700.001nonzerononzerononzero0.144
pg153_o3_native_lto.cx7a10_gcp_c2s3099.9130.086nonzerononzerononzerononzero0.121
pg153_o3_native_lto.cx7a12_gcp_c2s3099.9170.083nonzerononzerononzero0.041
pg153_o3_native_lto.cx7a15_gcp_c2s3099.8920.1070.001nonzerononzerononzerononzero0.470
pg153_o3_native_lto.cx7a16_gcp_c2s3099.7870.2090.004nonzerononzerononzero0.096
pg153_o3_native_lto.cx7a23_gcp_c2s3099.8330.1650.002nonzerononzerononzero0.071
pg153_o3_native_lto.cx7a24_gcp_c2s3099.8800.1190.001nonzerononzerononzero0.139
pg153_o3_native_lto.cx7a25_gcp_c2s3099.8700.1290.001nonzerononzerononzero0.211
pg153_o3_native_lto.cx7a26_gcp_c2s3099.8180.1810.001nonzerononzerononzero0.163
pg153_o3_native_lto.cx7a27_gcp_c2s3099.8250.1720.003nonzerononzerononzero0.113
pg153_o3_native_lto.cx7a28_gcp_c2s3099.8270.1710.001nonzerononzero0.033

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
pg153_o3_native_lto.cx7a_gcp_c2s3023.90876.0820.0100.180
pg153_o3_native_lto.cx7a1_gcp_c2s3021.96978.0070.0240.159
pg153_o3_native_lto.cx7a3_gcp_c2s3049.20850.7590.0330.104
pg153_o3_native_lto.cx7a4_gcp_c2s300.06428.68271.2450.0090.204
pg153_o3_native_lto.cx7a7_gcp_c2s3021.52678.4570.0160.0020.347
pg153_o3_native_lto.cx7a10_gcp_c2s3016.16083.8210.0190.219
pg153_o3_native_lto.cx7a12_gcp_c2s3022.04777.9390.0140.090
pg153_o3_native_lto.cx7a15_gcp_c2s300.14228.68171.1610.0160.124
pg153_o3_native_lto.cx7a16_gcp_c2s308.5627.32384.0710.0430.119
pg153_o3_native_lto.cx7a23_gcp_c2s304.67214.93980.3520.0360.175
pg153_o3_native_lto.cx7a24_gcp_c2s303.27416.40680.3070.0120.166
pg153_o3_native_lto.cx7a25_gcp_c2s3019.06978.3392.2640.3120.0161.791
pg153_o3_native_lto.cx7a26_gcp_c2s3012.4585.40682.1270.0090.093
pg153_o3_native_lto.cx7a27_gcp_c2s3010.5567.23482.1880.0230.104
pg153_o3_native_lto.cx7a28_gcp_c2s3035.14264.8560.0020.074

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
pg153_o3_native_lto.cx7a_gcp_c2s3064.75926.5478.6860.0090.004
pg153_o3_native_lto.cx7a1_gcp_c2s3044.71937.76217.4500.0690.008
pg153_o3_native_lto.cx7a3_gcp_c2s3036.68232.48330.6370.1980.008
pg153_o3_native_lto.cx7a4_gcp_c2s3073.47226.2920.2290.0050.0020.024
pg153_o3_native_lto.cx7a7_gcp_c2s3026.80030.22642.9130.0570.0030.018
pg153_o3_native_lto.cx7a10_gcp_c2s3050.51031.78117.5730.1350.015
pg153_o3_native_lto.cx7a12_gcp_c2s3067.04232.7330.2220.0030.015
pg153_o3_native_lto.cx7a15_gcp_c2s3060.68819.76419.3560.1930.015
pg153_o3_native_lto.cx7a16_gcp_c2s3025.70722.67426.0140.60624.9980.0020.078
pg153_o3_native_lto.cx7a23_gcp_c2s3050.08231.90117.2030.8140.015
pg153_o3_native_lto.cx7a24_gcp_c2s3070.05429.7660.1790.0020.015
pg153_o3_native_lto.cx7a25_gcp_c2s3061.02127.22611.7430.0090.0020.033
pg153_o3_native_lto.cx7a26_gcp_c2s3058.78028.5120.20711.9670.5350.035
pg153_o3_native_lto.cx7a27_gcp_c2s3041.21540.70717.1610.9150.0020.017
pg153_o3_native_lto.cx7a28_gcp_c2s3022.40325.44625.65613.70812.7850.0020.077

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
797	107359	1542	13.0	2558.5	34.0	0.014	0.124	3.209	43.717	412436	53.0	3.842	74	791.1	824.7	70.9	0.145	13489	4827	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
798	105093	1498	12.9	2856.1	36.8	0.014	0.126	3.581	47.306	403484	53.2	3.839	76	784.1	822.6	70.9	0.144	13154	9573	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
797	107267	1498	12.9	2613.3	31.2	0.014	0.123	3.278	40.034	411201	53.0	3.833	74	793.9	796.2	71.0	0.137	13345	13015	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
797	108905	1422	11.9	1012.7	18.0	0.013	0.112	1.270	23.058	417476	53.1	3.833	73	785.4	855.5	70.9	0.128	13649	10964	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
798	107356	1456	12.2	2622.0	36.2	0.014	0.116	3.288	46.417	412130	53.2	3.839	74	797.3	810.0	70.8	0.144	13335	13122	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
797	106019	1439	12.0	2577.1	34.8	0.014	0.116	3.232	44.722	407168	53.1	3.841	75	794.8	827.4	70.9	0.121	13281	10329	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
797	106124	1411	11.8	2535.2	39.8	0.013	0.114	3.180	51.086	407556	53.2	3.840	75	787.4	818.4	70.9	0.041	13249	10521	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
797	111163	1560	14.4	2578.9	33.4	0.014	0.133	3.234	42.870	426902	53.0	3.840	72	780.8	800.8	0.0	0.470	14038	11939	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
797	102826	1658	14.3	2931.5	40.1	0.016	0.143	3.677	51.494	395425	53.8	3.846	78	774.5	807.0	70.9	0.096	13154	4827	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
797	104812	1567	13.5	2607.7	42.0	0.015	0.132	3.271	53.976	402831	53.0	3.843	76	778.5	809.8	70.9	0.071	13138	12610	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
797	107486	1516	13.0	2555.9	33.6	0.014	0.124	3.206	43.145	413016	53.1	3.843	74	785.2	818.2	70.9	0.139	13585	12007	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
797	108316	1677	14.7	2627.4	145.1	0.015	0.139	3.295	186.395	416281	53.0	3.843	73	784.0	802.3	30.4	0.211	13655	8822	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
797	104575	1652	14.2	2594.0	34.9	0.016	0.139	3.254	44.775	402169	53.1	3.846	76	772.8	808.3	70.9	0.163	13169	12423	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
798	104467	1599	13.9	1719.1	24.2	0.015	0.136	2.156	31.133	400895	52.9	3.838	76	773.4	843.4	71.0	0.113	13074	6936	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
798	102673	1559	13.3	1638.1	25.0	0.015	0.132	2.054	32.077	394194	53.5	3.839	78	773.1	805.2	70.9	0.033	12898	9497	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
pg153_o3_native_lto.cx7a_gcp_c2s3099.9480.0500.002nonzerononzerononzerononzero0.652
pg153_o3_native_lto.cx7a1_gcp_c2s3099.9470.0520.001nonzerononzerononzerononzero0.281
pg153_o3_native_lto.cx7a3_gcp_c2s3099.9600.0390.001nonzerononzerononzero0.151
pg153_o3_native_lto.cx7a4_gcp_c2s3099.9480.0500.002nonzerononzero0.050
pg153_o3_native_lto.cx7a7_gcp_c2s3099.9460.0520.002nonzerononzerononzero0.222
pg153_o3_native_lto.cx7a10_gcp_c2s3099.9430.0550.002nonzerononzerononzerononzero0.365
pg153_o3_native_lto.cx7a12_gcp_c2s3099.9540.0450.001nonzerononzerononzero0.159
pg153_o3_native_lto.cx7a15_gcp_c2s3099.9010.0960.002nonzerononzero0.027
pg153_o3_native_lto.cx7a16_gcp_c2s3099.8270.1690.0040.001nonzero0.019
pg153_o3_native_lto.cx7a23_gcp_c2s3099.8550.1410.0030.001nonzero0.025
pg153_o3_native_lto.cx7a24_gcp_c2s3099.9390.0590.001nonzerononzero0.030
pg153_o3_native_lto.cx7a25_gcp_c2s3099.8970.1000.0030.001nonzerononzerononzero0.311
pg153_o3_native_lto.cx7a26_gcp_c2s3099.8180.1790.0030.001nonzero0.022
pg153_o3_native_lto.cx7a27_gcp_c2s3099.8750.1210.003nonzerononzero0.023
pg153_o3_native_lto.cx7a28_gcp_c2s3099.8460.1510.0020.001nonzero0.028

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
pg153_o3_native_lto.cx7a_gcp_c2s3052.86746.4320.4530.2250.0232.488
pg153_o3_native_lto.cx7a1_gcp_c2s3012.48486.9690.5150.0300.0031.547
pg153_o3_native_lto.cx7a3_gcp_c2s3072.54926.7510.3430.3570.906
pg153_o3_native_lto.cx7a4_gcp_c2s3044.06655.1660.6870.0810.571
pg153_o3_native_lto.cx7a7_gcp_c2s3050.22249.0650.2670.4440.0021.891
pg153_o3_native_lto.cx7a10_gcp_c2s3038.02461.4570.1690.3160.035nonzero4.226
pg153_o3_native_lto.cx7a12_gcp_c2s3052.32446.9450.4270.3040.776
pg153_o3_native_lto.cx7a15_gcp_c2s3016.21783.7740.0090.109
pg153_o3_native_lto.cx7a16_gcp_c2s300.00116.51283.4870.059
pg153_o3_native_lto.cx7a23_gcp_c2s309.26290.7380.055
pg153_o3_native_lto.cx7a24_gcp_c2s3019.63080.3210.0490.205
pg153_o3_native_lto.cx7a25_gcp_c2s3012.17683.4904.0390.2900.0061.580
pg153_o3_native_lto.cx7a26_gcp_c2s300.3639.31490.3230.061
pg153_o3_native_lto.cx7a27_gcp_c2s300.0488.83891.1140.050
pg153_o3_native_lto.cx7a28_gcp_c2s308.93491.0600.0060.102

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
pg153_o3_native_lto.cx7a_gcp_c2s3065.2644.8493.84919.7076.3300.001nonzero0.339
pg153_o3_native_lto.cx7a1_gcp_c2s3086.1788.0304.1091.6800.0020.024
pg153_o3_native_lto.cx7a3_gcp_c2s3065.3615.2405.53619.1474.7170.055
pg153_o3_native_lto.cx7a4_gcp_c2s3093.8775.4050.1260.0450.5480.024
pg153_o3_native_lto.cx7a7_gcp_c2s3034.6732.78111.08241.5349.9300.0010.109
pg153_o3_native_lto.cx7a10_gcp_c2s3065.1226.1064.14918.8625.7600.0010.0010.880
pg153_o3_native_lto.cx7a12_gcp_c2s3091.3728.4850.1240.0140.005nonzero0.117
pg153_o3_native_lto.cx7a15_gcp_c2s3067.3536.2003.70422.7080.0350.032
pg153_o3_native_lto.cx7a16_gcp_c2s3035.7066.0603.76920.59333.8650.0080.089
pg153_o3_native_lto.cx7a23_gcp_c2s3059.0899.2702.72215.51013.4080.038
pg153_o3_native_lto.cx7a24_gcp_c2s3093.9395.8770.1700.0150.015
pg153_o3_native_lto.cx7a25_gcp_c2s3073.5665.8191.88611.4177.3100.002nonzero0.259
pg153_o3_native_lto.cx7a26_gcp_c2s3067.4708.3920.1644.05019.9240.046
pg153_o3_native_lto.cx7a27_gcp_c2s3064.8609.9782.84014.0738.2480.032
pg153_o3_native_lto.cx7a28_gcp_c2s3056.5889.9132.66821.1869.644nonzero0.085

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
3946	91038	5931	92.1	8824.3	121.4	0.065	1.036	2.236	31.514	358473	57.7	3.938	95	791.2	831.4	1.5	0.652	11444	10053	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
3983	92606	5926	75.5	8810.1	106.7	0.064	0.835	2.212	27.418	364655	56.9	3.938	92	784.6	811.3	7.5	0.281	11523	10185	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
3944	90185	5954	102.1	8506.9	80.7	0.066	1.160	2.157	20.944	355032	57.2	3.937	95	793.9	795.1	4.4	0.151	11396	9977	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
3974	96611	5933	83.9	8096.2	107.1	0.061	0.890	2.038	27.604	379543	56.1	3.929	87	785.9	856.0	7.0	0.050	12087	9925	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
3927	87354	5932	107.0	11551.9	139.3	0.068	1.255	2.942	36.322	345143	59.3	3.951	102	797.3	813.4	3.0	0.222	10932	9973	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
3922	89978	5920	102.3	8709.5	119.2	0.066	1.164	2.221	31.129	354684	57.6	3.942	96	795.0	834.6	2.6	0.365	11368	9877	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
3947	91038	5894	95.4	8712.2	121.8	0.065	1.073	2.207	31.592	360400	56.4	3.959	93	787.7	828.4	2.5	0.159	11412	9845	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
3987	100752	5897	59.8	9747.0	130.5	0.059	0.608	2.445	33.509	393869	56.8	3.909	85	781.5	813.5	0.1	0.027	12674	11955	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
3988	91354	5868	47.9	9019.0	122.6	0.064	0.537	2.262	31.474	340252	61.8	3.725	101	774.7	816.7	70.9	0.019	11491	10101	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
3987	95138	5863	48.0	8972.3	122.8	0.062	0.517	2.251	31.545	368190	57.7	3.870	91	778.6	820.4	70.9	0.025	11699	11012	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
3987	97981	5890	65.5	8870.0	122.7	0.060	0.685	2.225	31.525	385786	55.9	3.937	86	785.6	826.5	1.5	0.030	12323	11587	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
3954	94608	6298	77.4	11216.2	470.6	0.067	0.838	2.837	121.888	371078	57.2	3.922	91	784.5	814.5	0.8	0.311	11875	10293	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
3987	95321	5865	47.9	9006.5	123.7	0.062	0.515	2.259	31.769	367712	58.0	3.858	91	773.1	814.9	70.9	0.022	11667	11204	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
3987	94699	5886	49.1	7390.2	85.9	0.062	0.530	1.854	22.066	367285	57.4	3.878	91	773.6	843.7	71.0	0.023	11833	11395	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
3987	93484	5885	47.7	10231.0	135.6	0.063	0.522	2.566	34.825	363973	57.6	3.893	92	773.4	805.5	70.9	0.028	11491	10979	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
pg153_o3_native_lto.cx7a_gcp_c2s3099.6750.3140.0080.003nonzerononzero0.127
pg153_o3_native_lto.cx7a1_gcp_c2s3099.7510.2440.0040.001nonzerononzero0.075
pg153_o3_native_lto.cx7a3_gcp_c2s3099.7480.2440.0060.002nonzero0.047
pg153_o3_native_lto.cx7a4_gcp_c2s3099.6740.3190.0060.002nonzerononzero0.069
pg153_o3_native_lto.cx7a7_gcp_c2s3099.7380.2570.0040.001nonzero0.052
pg153_o3_native_lto.cx7a10_gcp_c2s3099.6770.3160.0060.002nonzero0.028
pg153_o3_native_lto.cx7a12_gcp_c2s3099.7100.2860.0040.001nonzero0.038
pg153_o3_native_lto.cx7a15_gcp_c2s3099.7310.2620.0050.001nonzerononzerononzero4.484
pg153_o3_native_lto.cx7a16_gcp_c2s3099.6710.3170.0090.003nonzerononzero0.086
pg153_o3_native_lto.cx7a23_gcp_c2s3099.6370.3510.0090.003nonzero0.028
pg153_o3_native_lto.cx7a24_gcp_c2s3099.7790.2180.0030.001nonzero0.040
pg153_o3_native_lto.cx7a25_gcp_c2s3098.2731.6000.0850.0300.012nonzerononzero0.621
pg153_o3_native_lto.cx7a26_gcp_c2s3099.7430.2430.0100.003nonzero0.036
pg153_o3_native_lto.cx7a27_gcp_c2s3099.5490.4380.0100.003nonzero0.027
pg153_o3_native_lto.cx7a28_gcp_c2s3099.5450.4480.0060.001nonzerononzero0.101

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
pg153_o3_native_lto.cx7a_gcp_c2s3023.97476.0000.0260.152
pg153_o3_native_lto.cx7a1_gcp_c2s303.45396.5290.0180.102
pg153_o3_native_lto.cx7a3_gcp_c2s3059.38940.6030.0080.134
pg153_o3_native_lto.cx7a4_gcp_c2s3017.75282.2330.0150.112
pg153_o3_native_lto.cx7a7_gcp_c2s3025.76974.2260.0040.093
pg153_o3_native_lto.cx7a10_gcp_c2s3013.60686.3920.0020.113
pg153_o3_native_lto.cx7a12_gcp_c2s306.29893.6920.0100.140
pg153_o3_native_lto.cx7a15_gcp_c2s3018.66381.3280.0060.0020.0014.516
pg153_o3_native_lto.cx7a16_gcp_c2s3023.86076.0520.0880.216
pg153_o3_native_lto.cx7a23_gcp_c2s3021.08078.9180.0010.116
pg153_o3_native_lto.cx7a24_gcp_c2s306.61193.3850.0030.100
pg153_o3_native_lto.cx7a25_gcp_c2s308.24786.4485.2750.0300.632
pg153_o3_native_lto.cx7a26_gcp_c2s3034.28165.7170.0020.106
pg153_o3_native_lto.cx7a27_gcp_c2s309.46690.4640.0690.245
pg153_o3_native_lto.cx7a28_gcp_c2s3016.90282.9370.1610.0010.287

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
pg153_o3_native_lto.cx7a_gcp_c2s3062.57312.7170.1360.02924.5370.0080.165
pg153_o3_native_lto.cx7a1_gcp_c2s3075.46524.3290.1730.0310.0020.038
pg153_o3_native_lto.cx7a3_gcp_c2s3066.60112.0470.1030.02221.2250.0010.077
pg153_o3_native_lto.cx7a4_gcp_c2s3068.63112.5720.1600.08118.5440.0120.099
pg153_o3_native_lto.cx7a7_gcp_c2s3054.76312.5950.1370.02632.4760.0020.087
pg153_o3_native_lto.cx7a10_gcp_c2s3069.07117.5790.1390.03713.1710.0030.077
pg153_o3_native_lto.cx7a12_gcp_c2s3075.84720.6870.1710.0303.2650.0010.091
pg153_o3_native_lto.cx7a15_gcp_c2s3037.6208.4510.0954.75149.0770.0040.0010.0014.501
pg153_o3_native_lto.cx7a16_gcp_c2s3048.07215.2321.4223.71827.9223.6360.130
pg153_o3_native_lto.cx7a23_gcp_c2s3043.16816.4140.1610.03940.1000.1180.095
pg153_o3_native_lto.cx7a24_gcp_c2s3083.38016.4470.1480.0240.0010.022
pg153_o3_native_lto.cx7a25_gcp_c2s3047.92916.9740.0940.02434.9660.0110.0020.639
pg153_o3_native_lto.cx7a26_gcp_c2s3027.93115.9560.1960.03352.4313.4540.119
pg153_o3_native_lto.cx7a27_gcp_c2s3050.48523.5020.1500.02925.8320.0020.086
pg153_o3_native_lto.cx7a28_gcp_c2s3055.25221.4600.1440.02523.0920.0280.089

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
7962	79360	11811	96.7	16375.5	217.8	0.149	1.247	2.057	28.004	304068	65.9	3.832	125	791.2	861.2	70.9	0.127	9753	9126	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
7976	86199	11809	97.4	16169.9	206.0	0.137	1.157	2.027	26.455	346940	59.9	4.025	104	785.5	832.9	70.9	0.075	10868	10121	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
7923	79753	11730	100.1	15932.1	141.6	0.147	1.285	2.011	18.295	310750	64.4	3.896	121	794.1	796.2	71.0	0.047	9897	9305	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
7976	81530	11821	96.7	16552.1	216.9	0.145	1.215	2.075	27.846	317380	64.6	3.893	119	786.9	856.9	70.9	0.069	10165	9337	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
7943	85311	11745	95.9	23805.8	283.1	0.138	1.151	2.997	36.498	297852	68.9	3.491	121	797.3	813.4	70.8	0.052	10665	9065	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
7914	79587	11726	95.9	16250.3	217.5	0.147	1.234	2.053	28.141	318077	63.0	3.997	119	795.2	865.3	70.9	0.028	9989	9366	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
7976	84936	11801	96.6	16364.3	244.5	0.139	1.164	2.052	31.391	342921	60.5	4.037	107	788.3	858.3	70.9	0.038	10852	9494	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
7965	96531	11789	95.6	20337.8	259.0	0.122	1.014	2.554	33.301	313719	70.4	3.250	109	782.6	814.7	0.0	4.484	12131	10441	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
6818	72827	10137	91.7	15292.8	205.1	0.139	1.290	2.243	30.799	245478	62.3	3.371	128	775.3	845.4	41.3	0.086	10436	8982	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
7756	85161	11532	94.6	16526.2	220.5	0.135	1.138	2.131	29.113	269549	71.5	3.165	126	779.0	849.0	70.9	0.028	10756	9481	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
7976	89136	11782	96.4	16470.4	232.6	0.132	1.107	2.065	29.866	361442	59.1	4.055	99	786.4	856.5	70.9	0.040	11268	10149	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
7969	69707	13595	127.2	22839.6	842.3	0.195	1.869	2.866	108.228	277063	66.1	3.975	142	785.3	815.4	30.4	0.621	8694	7144	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
7157	92061	10595	87.0	15598.6	211.4	0.115	0.968	2.179	30.250	243882	74.5	2.649	121	773.7	843.8	70.9	0.036	12247	10197	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
7811	74007	11643	107.0	15912.2	185.1	0.157	1.481	2.037	24.267	274272	67.4	3.706	137	774.2	844.2	44.9	0.027	9254	8731	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
7717	72343	11499	112.7	20645.3	274.0	0.159	1.595	2.675	36.362	275131	66.4	3.803	138	774.1	806.1	50.0	0.101	9158	8662	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
1088732	0	563	4.7	1553.8	297.4	0.001	0.004	0.001	0.280	90046	82.5	0.083	11	382.7	452.8	8.6	0.444	143093	51744	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
1083717	0	553	4.7	1507.2	273.1	0.001	0.004	0.001	0.258	89298	82.6	0.082	11	382.7	452.8	14.3	0.692	142845	42154	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
1088732	0	558	5.4	1494.0	259.9	0.001	0.005	0.001	0.244	90672	83.1	0.083	11	382.7	452.8	7.3	0.616	142246	57737	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
1082837	0	552	4.7	1589.5	294.5	0.001	0.004	0.001	0.278	89127	82.7	0.082	11	382.7	452.8	28.9	1.097	142445	49264	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
1091703	0	553	5.0	1760.8	321.0	0.001	0.005	0.002	0.301	91245	83.5	0.084	11	382.7	398.8	10.0	0.528	142843	61333	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
1079040	0	551	4.7	1599.0	297.5	0.001	0.004	0.001	0.282	88599	82.5	0.082	11	382.7	452.8	1.7	0.537	141943	54260	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1101322	0	556	4.6	1616.5	301.4	0.001	0.004	0.001	0.280	90598	84.1	0.082	11	382.7	452.8	14.0	0.750	142593	67826	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
1107420	0	572	4.8	1623.8	313.0	0.001	0.004	0.001	0.289	90594	84.2	0.082	11	382.7	414.8	0.0	5.092	143441	59135	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
1079040	0	530	4.2	1368.6	250.2	0.000	0.004	0.001	0.237	90608	82.6	0.084	11	382.7	452.8	4.9	1.407	141447	51045	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
1084599	0	548	4.3	1364.7	254.6	0.001	0.004	0.001	0.240	90587	82.7	0.084	11	382.7	452.8	7.7	0.439	141946	54559	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
1067806	0	555	4.5	1558.2	288.1	0.001	0.004	0.001	0.276	89197	82.6	0.084	12	382.7	452.8	4.6	0.401	140348	50764	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
1072961	0	675	9.7	1582.7	304.0	0.001	0.009	0.001	0.290	90603	82.0	0.084	11	382.7	412.8	20.7	0.543	141148	50745	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
1086071	0	543	4.3	1380.8	252.5	0.000	0.004	0.001	0.238	91405	82.5	0.084	11	382.7	452.8	9.5	0.439	142246	54840	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
1110802	0	540	4.3	1385.9	253.5	0.000	0.004	0.001	0.234	92534	84.6	0.083	11	382.7	452.8	9.9	0.662	142424	81810	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
1114206	0	545	4.3	1457.4	282.3	0.000	0.004	0.001	0.259	92740	84.7	0.083	11	382.7	414.8	3.3	0.574	143293	83210	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
1549826	0	3679	758.7	1408.4	307.9	0.002	0.501	0.001	0.203	36674	34.3	0.024	3	735.2	798.7	48.9	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
1680714	0	3402	747.4	1423.0	314.7	0.002	0.455	0.001	0.192	13105	37.5	0.008	3	735.2	805.2	53.5	0.017	NA	NA	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
1503232	0	3701	766.3	1316.2	289.7	0.002	0.522	0.001	0.197	36635	33.8	0.024	3	735.2	803.2	52.1	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
1484818	0	3606	752.1	1386.0	302.3	0.002	0.519	0.001	0.209	37729	34.1	0.025	3	735.2	805.2	48.3	0.029	NA	NA	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
1525010	0	3765	741.3	1358.8	295.9	0.002	0.498	0.001	0.199	37707	34.0	0.025	3	735.2	751.2	54.7	0.017	NA	NA	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
1514042	0	3706	763.7	1356.4	298.7	0.002	0.517	0.001	0.202	36901	34.0	0.024	3	735.2	803.5	51.4	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1512325	0	3607	743.1	1432.8	310.0	0.002	0.503	0.001	0.210	35438	34.5	0.023	3	735.2	804.1	55.4	0.020	NA	NA	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
1361504	0	5617	743.0	1321.6	276.7	0.004	0.559	0.001	0.208	19150	32.1	0.014	4	735.2	766.7	0.1	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
1500413	0	3702	759.9	1287.7	287.2	0.002	0.519	0.001	0.196	36972	33.9	0.025	3	735.2	804.9	56.8	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
1512325	0	3628	751.8	1317.8	287.1	0.002	0.509	0.001	0.194	35933	34.5	0.024	3	735.2	802.6	56.9	0.003	NA	NA	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
1510612	0	3635	746.0	1410.6	310.9	0.002	0.506	0.001	0.211	36768	34.6	0.024	3	735.2	803.7	52.2	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
1745244	0	2406	578.4	1582.3	367.3	0.001	0.339	0.001	0.216	47861	36.9	0.027	3	735.2	765.2	12.9	0.017	NA	NA	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
1501539	0	3654	756.0	1289.0	283.7	0.002	0.516	0.001	0.193	37115	34.2	0.025	3	735.2	802.7	56.7	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
1624736	0	3555	768.1	1244.9	277.6	0.002	0.484	0.001	0.175	13241	37.1	0.008	3	735.2	804.7	56.7	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
1498726	0	3618	748.5	1278.2	282.0	0.002	0.511	0.001	0.193	36711	34.2	0.024	3	735.2	767.1	56.7	0.002	NA	NA	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
7923	0	6939	65.0	9314.7	152.8	0.876	8.400	1.176	19.744	17808	37.6	2.248	712	791.0	824.9	68.9	0.658	250	200	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
6277	0	6064	60.9	8595.3	114.4	0.966	9.930	1.369	18.660	15183	37.8	2.419	903	784.0	792.3	49.2	0.958	500	350	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
7078	0	5378	50.2	6800.9	70.1	0.760	7.257	0.961	10.135	13482	38.8	1.905	822	793.8	794.7	70.9	0.694	200	150	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
9102	0	6762	64.3	9286.4	157.6	0.743	7.240	1.020	17.735	17961	38.5	1.973	635	785.2	850.4	5.4	1.033	250	200	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
7707	0	6021	52.0	14427.0	209.8	0.781	6.913	1.872	27.870	15898	35.5	2.063	691	797.2	813.2	1.9	0.690	200	150	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
7117	0	5488	47.7	7496.0	127.0	0.771	6.867	1.053	18.273	14544	39.5	2.044	833	794.7	811.4	70.2	0.781	300	250	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
9206	0	9625	89.0	13158.9	201.4	1.045	9.895	1.429	22.400	23775	39.0	2.582	635	787.2	848.8	1.7	0.848	250	200	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
9692	0	9892	99.1	17956.8	280.5	1.021	10.474	1.853	29.633	24989	26.5	2.578	410	780.7	808.6	0.1	5.370	2997	849	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
14189	0	11675	132.2	17671.0	297.4	0.823	9.539	1.245	21.466	30552	38.9	2.153	411	774.4	837.9	70.8	0.907	1498	749	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
11981	0	10192	102.8	13977.0	226.7	0.851	8.782	1.167	19.378	26430	37.9	2.206	474	778.5	821.6	70.6	0.660	300	250	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
9049	0	7498	80.0	10937.4	184.9	0.829	9.050	1.209	20.927	19664	46.5	2.173	771	785.1	846.7	70.8	1.305	250	200	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
8967	0	8777	96.6	15285.1	237.0	0.979	11.030	1.705	27.064	19203	35.5	2.142	594	783.8	813.9	30.6	1.341	1099	250	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
11559	0	10626	118.8	15004.7	249.5	0.919	10.529	1.298	22.107	27194	41.0	2.353	532	772.7	842.8	68.1	1.201	300	200	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
11426	0	7741	92.6	9964.0	143.6	0.677	8.297	0.872	12.869	20934	41.5	1.832	545	773.3	843.4	50.5	0.771	250	200	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
10488	0	11439	129.5	20157.0	310.5	1.091	12.645	1.922	30.315	28728	37.2	2.739	532	773.1	805.1	47.1	0.921	250	200	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
797	107359	1542	13.0	2558.5	34.0	0.014	0.124	3.209	43.717	412436	53.0	3.842	74	791.1	824.7	70.9	0.145	13489	4827	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
798	105093	1498	12.9	2856.1	36.8	0.014	0.126	3.581	47.306	403484	53.2	3.839	76	784.1	822.6	70.9	0.144	13154	9573	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
797	107267	1498	12.9	2613.3	31.2	0.014	0.123	3.278	40.034	411201	53.0	3.833	74	793.9	796.2	71.0	0.137	13345	13015	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
797	108905	1422	11.9	1012.7	18.0	0.013	0.112	1.270	23.058	417476	53.1	3.833	73	785.4	855.5	70.9	0.128	13649	10964	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
798	107356	1456	12.2	2622.0	36.2	0.014	0.116	3.288	46.417	412130	53.2	3.839	74	797.3	810.0	70.8	0.144	13335	13122	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
797	106019	1439	12.0	2577.1	34.8	0.014	0.116	3.232	44.722	407168	53.1	3.841	75	794.8	827.4	70.9	0.121	13281	10329	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
797	106124	1411	11.8	2535.2	39.8	0.013	0.114	3.180	51.086	407556	53.2	3.840	75	787.4	818.4	70.9	0.041	13249	10521	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
797	111163	1560	14.4	2578.9	33.4	0.014	0.133	3.234	42.870	426902	53.0	3.840	72	780.8	800.8	0.0	0.470	14038	11939	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
797	102826	1658	14.3	2931.5	40.1	0.016	0.143	3.677	51.494	395425	53.8	3.846	78	774.5	807.0	70.9	0.096	13154	4827	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
797	104812	1567	13.5	2607.7	42.0	0.015	0.132	3.271	53.976	402831	53.0	3.843	76	778.5	809.8	70.9	0.071	13138	12610	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
797	107486	1516	13.0	2555.9	33.6	0.014	0.124	3.206	43.145	413016	53.1	3.843	74	785.2	818.2	70.9	0.139	13585	12007	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
797	108316	1677	14.7	2627.4	145.1	0.015	0.139	3.295	186.395	416281	53.0	3.843	73	784.0	802.3	30.4	0.211	13655	8822	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
797	104575	1652	14.2	2594.0	34.9	0.016	0.139	3.254	44.775	402169	53.1	3.846	76	772.8	808.3	70.9	0.163	13169	12423	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
798	104467	1599	13.9	1719.1	24.2	0.015	0.136	2.156	31.133	400895	52.9	3.838	76	773.4	843.4	71.0	0.113	13074	6936	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
798	102673	1559	13.3	1638.1	25.0	0.015	0.132	2.054	32.077	394194	53.5	3.839	78	773.1	805.2	70.9	0.033	12898	9497	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
3946	91038	5931	92.1	8824.3	121.4	0.065	1.036	2.236	31.514	358473	57.7	3.938	95	791.2	831.4	1.5	0.652	11444	10053	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
3983	92606	5926	75.5	8810.1	106.7	0.064	0.835	2.212	27.418	364655	56.9	3.938	92	784.6	811.3	7.5	0.281	11523	10185	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
3944	90185	5954	102.1	8506.9	80.7	0.066	1.160	2.157	20.944	355032	57.2	3.937	95	793.9	795.1	4.4	0.151	11396	9977	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
3974	96611	5933	83.9	8096.2	107.1	0.061	0.890	2.038	27.604	379543	56.1	3.929	87	785.9	856.0	7.0	0.050	12087	9925	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
3927	87354	5932	107.0	11551.9	139.3	0.068	1.255	2.942	36.322	345143	59.3	3.951	102	797.3	813.4	3.0	0.222	10932	9973	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
3922	89978	5920	102.3	8709.5	119.2	0.066	1.164	2.221	31.129	354684	57.6	3.942	96	795.0	834.6	2.6	0.365	11368	9877	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
3947	91038	5894	95.4	8712.2	121.8	0.065	1.073	2.207	31.592	360400	56.4	3.959	93	787.7	828.4	2.5	0.159	11412	9845	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
3987	100752	5897	59.8	9747.0	130.5	0.059	0.608	2.445	33.509	393869	56.8	3.909	85	781.5	813.5	0.1	0.027	12674	11955	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
3988	91354	5868	47.9	9019.0	122.6	0.064	0.537	2.262	31.474	340252	61.8	3.725	101	774.7	816.7	70.9	0.019	11491	10101	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
3987	95138	5863	48.0	8972.3	122.8	0.062	0.517	2.251	31.545	368190	57.7	3.870	91	778.6	820.4	70.9	0.025	11699	11012	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
3987	97981	5890	65.5	8870.0	122.7	0.060	0.685	2.225	31.525	385786	55.9	3.937	86	785.6	826.5	1.5	0.030	12323	11587	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
3954	94608	6298	77.4	11216.2	470.6	0.067	0.838	2.837	121.888	371078	57.2	3.922	91	784.5	814.5	0.8	0.311	11875	10293	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
3987	95321	5865	47.9	9006.5	123.7	0.062	0.515	2.259	31.769	367712	58.0	3.858	91	773.1	814.9	70.9	0.022	11667	11204	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
3987	94699	5886	49.1	7390.2	85.9	0.062	0.530	1.854	22.066	367285	57.4	3.878	91	773.6	843.7	71.0	0.023	11833	11395	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
3987	93484	5885	47.7	10231.0	135.6	0.063	0.522	2.566	34.825	363973	57.6	3.893	92	773.4	805.5	70.9	0.028	11491	10979	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

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
7962	79360	11811	96.7	16375.5	217.8	0.149	1.247	2.057	28.004	304068	65.9	3.832	125	791.2	861.2	70.9	0.127	9753	9126	4000m.pg153_o3_native_lto.cx7a_gcp_c2s30
7976	86199	11809	97.4	16169.9	206.0	0.137	1.157	2.027	26.455	346940	59.9	4.025	104	785.5	832.9	70.9	0.075	10868	10121	4000m.pg153_o3_native_lto.cx7a1_gcp_c2s30
7923	79753	11730	100.1	15932.1	141.6	0.147	1.285	2.011	18.295	310750	64.4	3.896	121	794.1	796.2	71.0	0.047	9897	9305	4000m.pg153_o3_native_lto.cx7a3_gcp_c2s30
7976	81530	11821	96.7	16552.1	216.9	0.145	1.215	2.075	27.846	317380	64.6	3.893	119	786.9	856.9	70.9	0.069	10165	9337	4000m.pg153_o3_native_lto.cx7a4_gcp_c2s30
7943	85311	11745	95.9	23805.8	283.1	0.138	1.151	2.997	36.498	297852	68.9	3.491	121	797.3	813.4	70.8	0.052	10665	9065	4000m.pg153_o3_native_lto.cx7a7_gcp_c2s30
7914	79587	11726	95.9	16250.3	217.5	0.147	1.234	2.053	28.141	318077	63.0	3.997	119	795.2	865.3	70.9	0.028	9989	9366	4000m.pg153_o3_native_lto.cx7a10_gcp_c2s30
7976	84936	11801	96.6	16364.3	244.5	0.139	1.164	2.052	31.391	342921	60.5	4.037	107	788.3	858.3	70.9	0.038	10852	9494	4000m.pg153_o3_native_lto.cx7a12_gcp_c2s30
7965	96531	11789	95.6	20337.8	259.0	0.122	1.014	2.554	33.301	313719	70.4	3.250	109	782.6	814.7	0.0	4.484	12131	10441	4000m.pg153_o3_native_lto.cx7a15_gcp_c2s30
6818	72827	10137	91.7	15292.8	205.1	0.139	1.290	2.243	30.799	245478	62.3	3.371	128	775.3	845.4	41.3	0.086	10436	8982	4000m.pg153_o3_native_lto.cx7a16_gcp_c2s30
7756	85161	11532	94.6	16526.2	220.5	0.135	1.138	2.131	29.113	269549	71.5	3.165	126	779.0	849.0	70.9	0.028	10756	9481	4000m.pg153_o3_native_lto.cx7a23_gcp_c2s30
7976	89136	11782	96.4	16470.4	232.6	0.132	1.107	2.065	29.866	361442	59.1	4.055	99	786.4	856.5	70.9	0.040	11268	10149	4000m.pg153_o3_native_lto.cx7a24_gcp_c2s30
7969	69707	13595	127.2	22839.6	842.3	0.195	1.869	2.866	108.228	277063	66.1	3.975	142	785.3	815.4	30.4	0.621	8694	7144	4000m.pg153_o3_native_lto.cx7a25_gcp_c2s30
7157	92061	10595	87.0	15598.6	211.4	0.115	0.968	2.179	30.250	243882	74.5	2.649	121	773.7	843.8	70.9	0.036	12247	10197	4000m.pg153_o3_native_lto.cx7a26_gcp_c2s30
7811	74007	11643	107.0	15912.2	185.1	0.157	1.481	2.037	24.267	274272	67.4	3.706	137	774.2	844.2	44.9	0.027	9254	8731	4000m.pg153_o3_native_lto.cx7a27_gcp_c2s30
7717	72343	11499	112.7	20645.3	274.0	0.159	1.595	2.675	36.362	275131	66.4	3.803	138	774.1	806.1	50.0	0.101	9158	8662	4000m.pg153_o3_native_lto.cx7a28_gcp_c2s30

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	96.851	3.079	0.039	0.012	0.018	0.001	0.000	0.000	0.000	0.444	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	97.031	2.908	0.034	0.009	0.015	0.002	0.000	0.000	0.000	0.692	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	97.628	2.311	0.031	0.012	0.017	0.001	0.000	0.000	0.000	0.616	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	96.897	3.032	0.041	0.011	0.018	0.001	nonzero	0.000	0.000	1.097	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	96.769	3.155	0.043	0.020	0.013	0.001	0.000	0.000	0.000	0.528	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	96.746	3.183	0.039	0.013	0.018	0.001	0.000	0.000	0.000	0.537	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	96.976	2.970	0.037	0.008	0.008	0.001	0.000	0.000	0.000	0.750	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	96.915	3.009	0.051	0.018	0.007	nonzero	nonzero	nonzero	0.000	5.092	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	97.359	2.576	0.033	0.015	0.017	0.001	nonzero	0.000	0.000	1.407	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	97.187	2.740	0.041	0.014	0.018	0.001	0.000	0.000	0.000	0.439	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	97.108	2.819	0.041	0.013	0.018	0.001	0.000	0.000	0.000	0.401	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	96.870	3.063	0.031	0.017	0.017	0.001	0.000	0.000	0.000	0.543	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	97.367	2.573	0.030	0.010	0.018	0.001	0.000	0.000	0.000	0.439	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	97.643	2.315	0.029	0.005	0.008	0.001	0.000	0.000	0.000	0.662	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	97.447	2.508	0.029	0.009	0.007	nonzero	0.000	0.000	0.000	0.574	pg153_o3_native_lto.cx7a28_gcp_c2s30

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	35.330	42.736	21.923	0.010	0.001	0.000	0.000	0.000	0.658	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.000	21.735	51.876	26.371	0.017	0.002	0.000	0.000	0.000	0.958	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	48.226	40.236	11.532	0.006	nonzero	0.000	0.000	0.000	0.694	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	0.000	39.523	42.709	17.748	0.016	0.002	nonzero	0.000	0.000	1.033	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.000	42.228	32.904	24.859	0.008	0.001	0.000	0.000	0.000	0.690	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	0.000	42.777	36.690	20.499	0.033	0.001	0.000	0.000	0.000	0.781	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	0.000	19.701	53.436	26.849	0.011	0.003	0.000	0.000	0.000	0.848	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	0.006	14.553	54.762	30.564	0.107	0.006	nonzero	0.001	0.000	5.370	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	0.000	33.184	45.504	21.278	0.032	0.002	0.000	0.000	0.000	0.907	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.000	36.942	38.232	24.784	0.039	0.003	0.000	0.000	0.000	0.660	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	36.274	42.619	21.070	0.033	0.003	nonzero	0.000	0.000	1.305	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	42.913	28.725	28.317	0.041	0.004	nonzero	0.000	0.000	1.341	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	31.455	41.941	26.583	0.019	0.002	nonzero	0.000	0.000	1.201	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	47.402	33.854	18.734	0.010	0.001	0.000	0.000	0.000	0.771	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	13.586	54.976	31.411	0.025	0.002	0.000	0.000	0.000	0.921	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
69.753	1.352	0.791	3.072	9.735	12.771	2.527	0.000	0.000	0.000	0.730	pg153_o3_native_lto.cx7a_gcp_c2s30
59.776	4.205	0.952	3.042	9.260	15.537	7.229	0.000	0.000	0.000	0.594	pg153_o3_native_lto.cx7a1_gcp_c2s30
67.403	0.761	0.781	2.969	8.483	12.610	6.994	0.000	0.000	0.000	0.569	pg153_o3_native_lto.cx7a3_gcp_c2s30
69.299	0.812	0.872	2.917	10.264	14.724	1.112	0.000	0.000	0.000	0.745	pg153_o3_native_lto.cx7a4_gcp_c2s30
70.770	1.539	0.803	3.000	8.786	11.475	3.628	0.000	0.000	0.000	0.701	pg153_o3_native_lto.cx7a7_gcp_c2s30
68.220	0.838	0.763	3.028	9.487	11.640	6.023	0.000	0.000	0.000	0.747	pg153_o3_native_lto.cx7a10_gcp_c2s30
68.560	3.767	0.767	2.880	10.113	13.760	0.154	nonzero	0.000	0.000	1.651	pg153_o3_native_lto.cx7a12_gcp_c2s30
68.844	2.831	1.308	4.718	14.381	7.917	nonzero	nonzero	nonzero	0.000	5.100	pg153_o3_native_lto.cx7a15_gcp_c2s30
69.068	2.240	0.763	2.862	13.827	11.240	0.001	0.000	0.000	0.000	0.475	pg153_o3_native_lto.cx7a16_gcp_c2s30
70.427	3.261	0.744	2.849	8.801	13.916	0.001	0.000	0.000	0.000	0.545	pg153_o3_native_lto.cx7a23_gcp_c2s30
67.122	1.636	1.046	3.845	8.699	15.595	2.057	0.000	0.000	0.000	0.643	pg153_o3_native_lto.cx7a24_gcp_c2s30
69.371	1.625	0.896	3.583	11.002	13.195	0.329	0.000	0.000	0.000	0.673	pg153_o3_native_lto.cx7a25_gcp_c2s30
70.895	3.782	0.757	2.755	9.236	12.574	0.002	0.000	0.000	0.000	0.594	pg153_o3_native_lto.cx7a26_gcp_c2s30
67.971	1.769	1.193	3.606	12.284	13.163	0.015	0.000	0.000	0.000	0.408	pg153_o3_native_lto.cx7a27_gcp_c2s30
61.001	6.219	1.915	6.381	14.400	10.082	0.002	0.000	0.000	0.000	0.952	pg153_o3_native_lto.cx7a28_gcp_c2s30

q100.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.847	0.151	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.145	pg153_o3_native_lto.cx7a_gcp_c2s30
99.862	0.136	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.144	pg153_o3_native_lto.cx7a1_gcp_c2s30
99.897	0.101	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.137	pg153_o3_native_lto.cx7a3_gcp_c2s30
99.926	0.073	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.128	pg153_o3_native_lto.cx7a4_gcp_c2s30
99.930	0.070	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.144	pg153_o3_native_lto.cx7a7_gcp_c2s30
99.913	0.086	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.121	pg153_o3_native_lto.cx7a10_gcp_c2s30
99.917	0.083	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	pg153_o3_native_lto.cx7a12_gcp_c2s30
99.892	0.107	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.470	pg153_o3_native_lto.cx7a15_gcp_c2s30
99.787	0.209	0.004	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.096	pg153_o3_native_lto.cx7a16_gcp_c2s30
99.833	0.165	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.071	pg153_o3_native_lto.cx7a23_gcp_c2s30
99.880	0.119	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.139	pg153_o3_native_lto.cx7a24_gcp_c2s30
99.870	0.129	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.211	pg153_o3_native_lto.cx7a25_gcp_c2s30
99.818	0.181	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.163	pg153_o3_native_lto.cx7a26_gcp_c2s30
99.825	0.172	0.003	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.113	pg153_o3_native_lto.cx7a27_gcp_c2s30
99.827	0.171	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.033	pg153_o3_native_lto.cx7a28_gcp_c2s30

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	23.908	76.082	0.010	0.000	0.000	0.000	0.000	0.180	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.000	0.000	21.969	78.007	0.024	0.000	0.000	0.000	0.000	0.159	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	0.000	49.208	50.759	0.033	0.000	0.000	0.000	0.000	0.104	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	0.000	0.064	28.682	71.245	0.009	0.000	0.000	0.000	0.000	0.204	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.000	0.000	21.526	78.457	0.016	0.002	0.000	0.000	0.000	0.347	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	0.000	0.000	16.160	83.821	0.019	0.000	0.000	0.000	0.000	0.219	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	0.000	0.000	22.047	77.939	0.014	0.000	0.000	0.000	0.000	0.090	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	0.000	0.142	28.681	71.161	0.016	0.000	0.000	0.000	0.000	0.124	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	0.000	8.562	7.323	84.071	0.043	0.000	0.000	0.000	0.000	0.119	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.000	4.672	14.939	80.352	0.036	0.000	0.000	0.000	0.000	0.175	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	3.274	16.406	80.307	0.012	0.000	0.000	0.000	0.000	0.166	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	0.000	19.069	78.339	2.264	0.312	0.016	0.000	0.000	1.791	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	12.458	5.406	82.127	0.009	0.000	0.000	0.000	0.000	0.093	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	10.556	7.234	82.188	0.023	0.000	0.000	0.000	0.000	0.104	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	0.000	35.142	64.856	0.002	0.000	0.000	0.000	0.000	0.074	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
64.759	26.547	8.686	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg153_o3_native_lto.cx7a_gcp_c2s30
44.719	37.762	17.450	0.069	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg153_o3_native_lto.cx7a1_gcp_c2s30
36.682	32.483	30.637	0.198	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg153_o3_native_lto.cx7a3_gcp_c2s30
73.472	26.292	0.229	0.005	0.002	0.000	0.000	0.000	0.000	0.000	0.024	pg153_o3_native_lto.cx7a4_gcp_c2s30
26.800	30.226	42.913	0.057	0.003	0.000	0.000	0.000	0.000	0.000	0.018	pg153_o3_native_lto.cx7a7_gcp_c2s30
50.510	31.781	17.573	0.135	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a10_gcp_c2s30
67.042	32.733	0.222	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a12_gcp_c2s30
60.688	19.764	19.356	0.193	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a15_gcp_c2s30
25.707	22.674	26.014	0.606	24.998	0.002	0.000	0.000	0.000	0.000	0.078	pg153_o3_native_lto.cx7a16_gcp_c2s30
50.082	31.901	17.203	0.814	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a23_gcp_c2s30
70.054	29.766	0.179	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a24_gcp_c2s30
61.021	27.226	11.743	0.009	0.002	0.000	0.000	0.000	0.000	0.000	0.033	pg153_o3_native_lto.cx7a25_gcp_c2s30
58.780	28.512	0.207	11.967	0.535	0.000	0.000	0.000	0.000	0.000	0.035	pg153_o3_native_lto.cx7a26_gcp_c2s30
41.215	40.707	17.161	0.915	0.002	0.000	0.000	0.000	0.000	0.000	0.017	pg153_o3_native_lto.cx7a27_gcp_c2s30
22.403	25.446	25.656	13.708	12.785	0.002	0.000	0.000	0.000	0.000	0.077	pg153_o3_native_lto.cx7a28_gcp_c2s30

q500.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.948	0.050	0.002	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.652	pg153_o3_native_lto.cx7a_gcp_c2s30
99.947	0.052	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.281	pg153_o3_native_lto.cx7a1_gcp_c2s30
99.960	0.039	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.151	pg153_o3_native_lto.cx7a3_gcp_c2s30
99.948	0.050	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.050	pg153_o3_native_lto.cx7a4_gcp_c2s30
99.946	0.052	0.002	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.222	pg153_o3_native_lto.cx7a7_gcp_c2s30
99.943	0.055	0.002	nonzero	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.365	pg153_o3_native_lto.cx7a10_gcp_c2s30
99.954	0.045	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.159	pg153_o3_native_lto.cx7a12_gcp_c2s30
99.901	0.096	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg153_o3_native_lto.cx7a15_gcp_c2s30
99.827	0.169	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	pg153_o3_native_lto.cx7a16_gcp_c2s30
99.855	0.141	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	pg153_o3_native_lto.cx7a23_gcp_c2s30
99.939	0.059	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	pg153_o3_native_lto.cx7a24_gcp_c2s30
99.897	0.100	0.003	0.001	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.311	pg153_o3_native_lto.cx7a25_gcp_c2s30
99.818	0.179	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg153_o3_native_lto.cx7a26_gcp_c2s30
99.875	0.121	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg153_o3_native_lto.cx7a27_gcp_c2s30
99.846	0.151	0.002	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg153_o3_native_lto.cx7a28_gcp_c2s30

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	52.867	46.432	0.453	0.225	0.023	0.000	0.000	2.488	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.000	0.000	12.484	86.969	0.515	0.030	0.003	0.000	0.000	1.547	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	0.000	72.549	26.751	0.343	0.357	0.000	0.000	0.000	0.906	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	0.000	0.000	44.066	55.166	0.687	0.081	0.000	0.000	0.000	0.571	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.000	0.000	50.222	49.065	0.267	0.444	0.002	0.000	0.000	1.891	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	0.000	0.000	38.024	61.457	0.169	0.316	0.035	nonzero	0.000	4.226	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	0.000	0.000	52.324	46.945	0.427	0.304	0.000	0.000	0.000	0.776	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	0.000	0.000	16.217	83.774	0.009	0.000	0.000	0.000	0.000	0.109	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	0.000	0.001	16.512	83.487	0.000	0.000	0.000	0.000	0.000	0.059	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.000	0.000	9.262	90.738	0.000	0.000	0.000	0.000	0.000	0.055	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	0.000	19.630	80.321	0.049	0.000	0.000	0.000	0.000	0.205	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	0.000	12.176	83.490	4.039	0.290	0.006	0.000	0.000	1.580	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	0.363	9.314	90.323	0.000	0.000	0.000	0.000	0.000	0.061	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	0.048	8.838	91.114	0.000	0.000	0.000	0.000	0.000	0.050	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	0.000	8.934	91.060	0.006	0.000	0.000	0.000	0.000	0.102	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
65.264	4.849	3.849	19.707	6.330	0.001	nonzero	0.000	0.000	0.000	0.339	pg153_o3_native_lto.cx7a_gcp_c2s30
86.178	8.030	4.109	1.680	0.002	0.000	0.000	0.000	0.000	0.000	0.024	pg153_o3_native_lto.cx7a1_gcp_c2s30
65.361	5.240	5.536	19.147	4.717	0.000	0.000	0.000	0.000	0.000	0.055	pg153_o3_native_lto.cx7a3_gcp_c2s30
93.877	5.405	0.126	0.045	0.548	0.000	0.000	0.000	0.000	0.000	0.024	pg153_o3_native_lto.cx7a4_gcp_c2s30
34.673	2.781	11.082	41.534	9.930	0.001	0.000	0.000	0.000	0.000	0.109	pg153_o3_native_lto.cx7a7_gcp_c2s30
65.122	6.106	4.149	18.862	5.760	0.001	0.001	0.000	0.000	0.000	0.880	pg153_o3_native_lto.cx7a10_gcp_c2s30
91.372	8.485	0.124	0.014	0.005	nonzero	0.000	0.000	0.000	0.000	0.117	pg153_o3_native_lto.cx7a12_gcp_c2s30
67.353	6.200	3.704	22.708	0.035	0.000	0.000	0.000	0.000	0.000	0.032	pg153_o3_native_lto.cx7a15_gcp_c2s30
35.706	6.060	3.769	20.593	33.865	0.008	0.000	0.000	0.000	0.000	0.089	pg153_o3_native_lto.cx7a16_gcp_c2s30
59.089	9.270	2.722	15.510	13.408	0.000	0.000	0.000	0.000	0.000	0.038	pg153_o3_native_lto.cx7a23_gcp_c2s30
93.939	5.877	0.170	0.015	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a24_gcp_c2s30
73.566	5.819	1.886	11.417	7.310	0.002	nonzero	0.000	0.000	0.000	0.259	pg153_o3_native_lto.cx7a25_gcp_c2s30
67.470	8.392	0.164	4.050	19.924	0.000	0.000	0.000	0.000	0.000	0.046	pg153_o3_native_lto.cx7a26_gcp_c2s30
64.860	9.978	2.840	14.073	8.248	0.000	0.000	0.000	0.000	0.000	0.032	pg153_o3_native_lto.cx7a27_gcp_c2s30
56.588	9.913	2.668	21.186	9.644	nonzero	0.000	0.000	0.000	0.000	0.085	pg153_o3_native_lto.cx7a28_gcp_c2s30

q1000.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.675	0.314	0.008	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.127	pg153_o3_native_lto.cx7a_gcp_c2s30
99.751	0.244	0.004	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.075	pg153_o3_native_lto.cx7a1_gcp_c2s30
99.748	0.244	0.006	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.047	pg153_o3_native_lto.cx7a3_gcp_c2s30
99.674	0.319	0.006	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.069	pg153_o3_native_lto.cx7a4_gcp_c2s30
99.738	0.257	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.052	pg153_o3_native_lto.cx7a7_gcp_c2s30
99.677	0.316	0.006	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg153_o3_native_lto.cx7a10_gcp_c2s30
99.710	0.286	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	pg153_o3_native_lto.cx7a12_gcp_c2s30
99.731	0.262	0.005	0.001	nonzero	0.000	0.000	nonzero	nonzero	0.000	4.484	pg153_o3_native_lto.cx7a15_gcp_c2s30
99.671	0.317	0.009	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.086	pg153_o3_native_lto.cx7a16_gcp_c2s30
99.637	0.351	0.009	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg153_o3_native_lto.cx7a23_gcp_c2s30
99.779	0.218	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.040	pg153_o3_native_lto.cx7a24_gcp_c2s30
98.273	1.600	0.085	0.030	0.012	nonzero	nonzero	0.000	0.000	0.000	0.621	pg153_o3_native_lto.cx7a25_gcp_c2s30
99.743	0.243	0.010	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	pg153_o3_native_lto.cx7a26_gcp_c2s30
99.549	0.438	0.010	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg153_o3_native_lto.cx7a27_gcp_c2s30
99.545	0.448	0.006	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.101	pg153_o3_native_lto.cx7a28_gcp_c2s30

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	23.974	76.000	0.026	0.000	0.000	0.000	0.000	0.152	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.000	0.000	3.453	96.529	0.018	0.000	0.000	0.000	0.000	0.102	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	0.000	59.389	40.603	0.008	0.000	0.000	0.000	0.000	0.134	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	0.000	0.000	17.752	82.233	0.015	0.000	0.000	0.000	0.000	0.112	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.000	0.000	25.769	74.226	0.004	0.000	0.000	0.000	0.000	0.093	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	0.000	0.000	13.606	86.392	0.002	0.000	0.000	0.000	0.000	0.113	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	0.000	0.000	6.298	93.692	0.010	0.000	0.000	0.000	0.000	0.140	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	0.000	0.000	18.663	81.328	0.006	0.000	0.002	0.001	0.000	4.516	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	0.000	0.000	23.860	76.052	0.088	0.000	0.000	0.000	0.000	0.216	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.000	0.000	21.080	78.918	0.001	0.000	0.000	0.000	0.000	0.116	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	0.000	6.611	93.385	0.003	0.000	0.000	0.000	0.000	0.100	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	0.000	8.247	86.448	5.275	0.030	0.000	0.000	0.000	0.632	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	0.000	34.281	65.717	0.002	0.000	0.000	0.000	0.000	0.106	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	0.000	9.466	90.464	0.069	0.000	0.000	0.000	0.000	0.245	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	0.000	16.902	82.937	0.161	0.001	0.000	0.000	0.000	0.287	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
62.573	12.717	0.136	0.029	24.537	0.008	0.000	0.000	0.000	0.000	0.165	pg153_o3_native_lto.cx7a_gcp_c2s30
75.465	24.329	0.173	0.031	0.002	0.000	0.000	0.000	0.000	0.000	0.038	pg153_o3_native_lto.cx7a1_gcp_c2s30
66.601	12.047	0.103	0.022	21.225	0.001	0.000	0.000	0.000	0.000	0.077	pg153_o3_native_lto.cx7a3_gcp_c2s30
68.631	12.572	0.160	0.081	18.544	0.012	0.000	0.000	0.000	0.000	0.099	pg153_o3_native_lto.cx7a4_gcp_c2s30
54.763	12.595	0.137	0.026	32.476	0.002	0.000	0.000	0.000	0.000	0.087	pg153_o3_native_lto.cx7a7_gcp_c2s30
69.071	17.579	0.139	0.037	13.171	0.003	0.000	0.000	0.000	0.000	0.077	pg153_o3_native_lto.cx7a10_gcp_c2s30
75.847	20.687	0.171	0.030	3.265	0.001	0.000	0.000	0.000	0.000	0.091	pg153_o3_native_lto.cx7a12_gcp_c2s30
37.620	8.451	0.095	4.751	49.077	0.004	0.000	0.001	0.001	0.000	4.501	pg153_o3_native_lto.cx7a15_gcp_c2s30
48.072	15.232	1.422	3.718	27.922	3.636	0.000	0.000	0.000	0.000	0.130	pg153_o3_native_lto.cx7a16_gcp_c2s30
43.168	16.414	0.161	0.039	40.100	0.118	0.000	0.000	0.000	0.000	0.095	pg153_o3_native_lto.cx7a23_gcp_c2s30
83.380	16.447	0.148	0.024	0.001	0.000	0.000	0.000	0.000	0.000	0.022	pg153_o3_native_lto.cx7a24_gcp_c2s30
47.929	16.974	0.094	0.024	34.966	0.011	0.002	0.000	0.000	0.000	0.639	pg153_o3_native_lto.cx7a25_gcp_c2s30
27.931	15.956	0.196	0.033	52.431	3.454	0.000	0.000	0.000	0.000	0.119	pg153_o3_native_lto.cx7a26_gcp_c2s30
50.485	23.502	0.150	0.029	25.832	0.002	0.000	0.000	0.000	0.000	0.086	pg153_o3_native_lto.cx7a27_gcp_c2s30
55.252	21.460	0.144	0.025	23.092	0.028	0.000	0.000	0.000	0.000	0.089	pg153_o3_native_lto.cx7a28_gcp_c2s30