Introduction

This is a report for the insert benchmark with 160M 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 20M rows per table without secondary indexes, creates secondary indexes, then inserts 200M 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 cached by Postgres. 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 10322582079221152570116289111165106051
pg153_o3_native_lto.cx7a1_gcp_c2s30 10256412223611155885117317111758108494
pg153_o3_native_lto.cx7a3_gcp_c2s30 9937892223611115816114069108054104252
pg153_o3_native_lto.cx7a4_gcp_c2s30 10191082134667152964117815113994110837
pg153_o3_native_lto.cx7a7_gcp_c2s30 10322582389552117578116671109604101037
pg153_o3_native_lto.cx7a10_gcp_c2s30 10322582106579150730116194110323106918
pg153_o3_native_lto.cx7a12_gcp_c2s30 10389611976543152352116460109880104373
pg153_o3_native_lto.cx7a15_gcp_c2s30 10000002223611135720116272109415105096
pg153_o3_native_lto.cx7a16_gcp_c2s30 10062892079221268141116173113005110225
pg153_o3_native_lto.cx7a23_gcp_c2s30 10000002193151243087114857109516107793
pg153_o3_native_lto.cx7a24_gcp_c2s30 10000002193151123134114497109200106769
pg153_o3_native_lto.cx7a25_gcp_c2s30 981595242575897632115654109109105638
pg153_o3_native_lto.cx7a26_gcp_c2s30 10000002193151230150113439108286105756
pg153_o3_native_lto.cx7a27_gcp_c2s30 10126582320290244200114462111191109159
pg153_o3_native_lto.cx7a28_gcp_c2s30 9937892320290192031114191110447108412

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 0.991.071.021.011.011.02
pg153_o3_native_lto.cx7a3_gcp_c2s30 0.961.070.760.980.970.98
pg153_o3_native_lto.cx7a4_gcp_c2s30 0.991.031.001.011.031.05
pg153_o3_native_lto.cx7a7_gcp_c2s30 1.001.150.771.000.990.95
pg153_o3_native_lto.cx7a10_gcp_c2s30 1.001.010.991.000.991.01
pg153_o3_native_lto.cx7a12_gcp_c2s30 1.010.951.001.000.990.98
pg153_o3_native_lto.cx7a15_gcp_c2s30 0.971.070.891.000.980.99
pg153_o3_native_lto.cx7a16_gcp_c2s30 0.971.001.761.001.021.04
pg153_o3_native_lto.cx7a23_gcp_c2s30 0.971.051.590.990.991.02
pg153_o3_native_lto.cx7a24_gcp_c2s30 0.971.050.810.980.981.01
pg153_o3_native_lto.cx7a25_gcp_c2s30 0.951.170.640.990.981.00
pg153_o3_native_lto.cx7a26_gcp_c2s30 0.971.051.510.980.971.00
pg153_o3_native_lto.cx7a27_gcp_c2s30 0.981.121.600.981.001.03
pg153_o3_native_lto.cx7a28_gcp_c2s30 0.961.121.260.980.991.02

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_c2s3079739837971
pg153_o3_native_lto.cx7a1_gcp_c2s3079839767956
pg153_o3_native_lto.cx7a3_gcp_c2s3079839877976
pg153_o3_native_lto.cx7a4_gcp_c2s3079739887973
pg153_o3_native_lto.cx7a7_gcp_c2s3079739717910
pg153_o3_native_lto.cx7a10_gcp_c2s3079739627962
pg153_o3_native_lto.cx7a12_gcp_c2s3079739767958
pg153_o3_native_lto.cx7a15_gcp_c2s3079839727973
pg153_o3_native_lto.cx7a16_gcp_c2s3079739807951
pg153_o3_native_lto.cx7a23_gcp_c2s3079839877976
pg153_o3_native_lto.cx7a24_gcp_c2s3079839877976
pg153_o3_native_lto.cx7a25_gcp_c2s3079739887976
pg153_o3_native_lto.cx7a26_gcp_c2s3079739877976
pg153_o3_native_lto.cx7a27_gcp_c2s3079839877978
pg153_o3_native_lto.cx7a28_gcp_c2s3079739887976
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_c2s3097.7612.1810.0430.0090.0060.0010.375
pg153_o3_native_lto.cx7a1_gcp_c2s3097.6112.3270.0450.0070.0090.0010.771
pg153_o3_native_lto.cx7a3_gcp_c2s3097.9581.9800.0420.0040.0130.0030.413
pg153_o3_native_lto.cx7a4_gcp_c2s3097.6142.3200.0450.0140.0070.0010.288
pg153_o3_native_lto.cx7a7_gcp_c2s3097.6472.2950.0420.0100.0060.177
pg153_o3_native_lto.cx7a10_gcp_c2s3097.7142.2350.0420.0040.0050.252
pg153_o3_native_lto.cx7a12_gcp_c2s3097.5352.4290.036nonzero0.027
pg153_o3_native_lto.cx7a15_gcp_c2s3097.2612.5920.1130.0250.0090.0010.291
pg153_o3_native_lto.cx7a16_gcp_c2s3097.3822.5550.0460.0080.0080.0010.488
pg153_o3_native_lto.cx7a23_gcp_c2s3097.9661.9670.0440.0060.0160.0020.292
pg153_o3_native_lto.cx7a24_gcp_c2s3097.7852.1480.0450.0040.0150.0030.486
pg153_o3_native_lto.cx7a25_gcp_c2s3097.4402.4420.0880.0120.0140.0030.480
pg153_o3_native_lto.cx7a26_gcp_c2s3097.7532.1780.0470.0040.0150.0020.338
pg153_o3_native_lto.cx7a27_gcp_c2s3097.9781.9620.0500.0010.0070.0030.292
pg153_o3_native_lto.cx7a28_gcp_c2s3097.5282.4160.0430.0010.0110.0020.286

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
1032258	0	0	0.0	1012.9	333.7	0.000	0.000	0.001	0.331	83451	77.5	0.081	11	15.3	41.4	0.0	0.375	146140	61133	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
1025641	0	0	0.0	1010.8	333.4	0.000	0.000	0.001	0.333	83894	77.1	0.082	11	15.3	41.4	0.0	0.771	146296	39656	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
993789	0	0	0.0	972.3	321.9	0.000	0.000	0.001	0.332	84544	75.8	0.085	11	15.3	41.4	4.5	0.413	143444	30467	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
1019108	0	0	0.0	1018.7	334.1	0.000	0.000	0.001	0.336	83993	77.4	0.082	11	15.3	41.4	0.0	0.288	144941	58635	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
1032258	0	0	0.0	1214.9	321.0	0.000	0.000	0.001	0.318	84926	77.7	0.082	11	15.3	31.4	0.0	0.177	145141	94496	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
1032258	0	0	0.0	1030.4	335.2	0.000	0.000	0.001	0.333	83696	77.6	0.081	11	15.3	41.4	0.0	0.252	145241	89037	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1038961	0	0	0.0	1037.5	342.7	0.000	0.000	0.001	0.338	85142	79.5	0.082	11	15.3	41.4	0.0	0.027	144740	136147	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
1000000	0	0	0.0	1191.9	371.1	0.000	0.000	0.001	0.380	81952	75.9	0.082	11	15.3	42.7	0.0	0.291	144042	58735	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
1006289	0	0	0.0	1021.1	335.0	0.000	0.000	0.001	0.341	84203	77.2	0.084	12	15.3	41.4	0.0	0.488	144342	45068	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
1000000	0	0	0.0	973.8	324.6	0.000	0.000	0.001	0.332	83994	75.6	0.084	11	15.3	41.4	4.9	0.292	144494	35361	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
1000000	0	0	0.0	974.6	323.4	0.000	0.000	0.001	0.331	84215	75.4	0.084	11	15.3	41.4	1.7	0.486	144744	32665	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
981595	0	0	0.0	1179.9	366.7	0.000	0.000	0.001	0.383	82878	75.9	0.084	12	15.3	42.4	8.7	0.480	142646	34463	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
1000000	0	0	0.0	974.0	322.8	0.000	0.000	0.001	0.331	84166	75.5	0.084	11	15.3	41.4	4.5	0.338	144291	43153	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
1012658	0	0	0.0	997.0	332.9	0.000	0.000	0.001	0.337	85486	77.6	0.084	11	15.3	41.4	5.4	0.292	143445	43268	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
993789	0	0	0.0	1148.8	363.0	0.000	0.000	0.001	0.374	83559	76.0	0.084	11	15.3	41.9	6.4	0.286	143145	47948	160m.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
2079221	0	0	0.0	1513.3	635.7	0.000	0.000	0.001	0.313	14879	36.1	0.007	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
2223611	0	0	0.0	1267.8	549.3	0.000	0.000	0.001	0.253	7304	39.5	0.003	3	29.4	63.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
2223611	0	0	0.0	1222.1	541.7	0.000	0.000	0.001	0.249	16669	38.6	0.007	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
2134667	0	0	0.0	1567.1	646.6	0.000	0.000	0.001	0.310	15630	36.4	0.007	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
2389552	0	0	0.0	1615.8	514.6	0.000	0.000	0.001	0.221	22509	41.0	0.009	3	29.4	45.5	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
2106579	0	0	0.0	1553.9	644.4	0.000	0.000	0.001	0.313	16220	36.2	0.008	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1976543	0	0	0.0	1456.1	602.1	0.000	0.000	0.001	0.312	15207	34.3	0.008	3	29.4	68.3	0.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
2223611	0	0	0.0	1683.2	557.3	0.000	0.000	0.001	0.257	24947	38.8	0.011	3	29.4	61.5	0.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
2079221	0	0	0.0	1504.3	639.6	0.000	0.000	0.001	0.315	17905	36.3	0.009	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
2193151	0	0	0.0	1213.1	541.6	0.000	0.000	0.001	0.253	17764	38.0	0.008	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
2193151	0	0	0.0	1217.4	543.0	0.000	0.000	0.001	0.254	17367	38.3	0.008	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
2425758	0	0	0.0	1329.1	514.9	0.000	0.000	0.001	0.217	14155	41.0	0.006	3	29.4	59.5	13.0	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
2193151	0	0	0.0	1217.4	540.2	0.000	0.000	0.001	0.252	16131	38.1	0.007	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
2320290	0	0	0.0	893.6	403.2	0.000	0.000	0.000	0.178	8089	41.7	0.003	3	29.4	63.3	13.2	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
2320290	0	0	0.0	1290.8	492.4	0.000	0.000	0.001	0.217	19743	40.9	0.009	3	29.4	61.5	13.1	0.002	NA	NA	160m.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_c2s3047.50052.2560.2000.043nonzerononzerononzerononzero5.816
pg153_o3_native_lto.cx7a1_gcp_c2s3046.25153.6660.0720.010nonzerononzerononzerononzero5.368
pg153_o3_native_lto.cx7a3_gcp_c2s300.18999.7940.0160.001nonzerononzero0.293
pg153_o3_native_lto.cx7a4_gcp_c2s3045.24054.4430.2560.061nonzerononzerononzerononzero6.006
pg153_o3_native_lto.cx7a7_gcp_c2s3026.67770.4021.7211.1950.003nonzerononzerononzero6.082
pg153_o3_native_lto.cx7a10_gcp_c2s3044.88254.7650.2810.072nonzerononzerononzerononzero5.314
pg153_o3_native_lto.cx7a12_gcp_c2s3042.44057.3970.0940.0660.002nonzerononzero5.224
pg153_o3_native_lto.cx7a15_gcp_c2s3030.41768.2221.1400.2180.001nonzero0.001nonzero5.863
pg153_o3_native_lto.cx7a16_gcp_c2s3032.19766.9720.6650.167nonzerononzerononzero2.718
pg153_o3_native_lto.cx7a23_gcp_c2s300.15599.0190.6750.1500.0010.148
pg153_o3_native_lto.cx7a24_gcp_c2s300.12399.6610.1810.0340.001nonzero0.277
pg153_o3_native_lto.cx7a25_gcp_c2s300.26399.0420.5810.1060.0080.240
pg153_o3_native_lto.cx7a26_gcp_c2s300.30698.8870.6610.1450.0010.176
pg153_o3_native_lto.cx7a27_gcp_c2s300.04599.7330.1600.0590.0040.167
pg153_o3_native_lto.cx7a28_gcp_c2s300.27198.6720.4300.5780.0480.183

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_c2s3083.6522.8551.8837.5544.055nonzerononzerononzerononzero5.828
pg153_o3_native_lto.cx7a1_gcp_c2s3083.1353.2892.1337.3284.114nonzerononzerononzerononzero5.384
pg153_o3_native_lto.cx7a3_gcp_c2s3084.4901.7322.0554.9126.811nonzerononzero0.302
pg153_o3_native_lto.cx7a4_gcp_c2s3083.2623.1711.9897.4614.1170.001nonzerononzerononzero6.027
pg153_o3_native_lto.cx7a7_gcp_c2s3080.7443.6561.6828.0335.8600.024nonzero0.0010.0016.093
pg153_o3_native_lto.cx7a10_gcp_c2s3083.2853.1821.9177.5584.0570.001nonzerononzerononzero5.323
pg153_o3_native_lto.cx7a12_gcp_c2s3083.1523.2001.9897.5144.1400.005nonzerononzero5.236
pg153_o3_native_lto.cx7a15_gcp_c2s3081.0594.3911.5968.4034.5470.001nonzero0.0010.0015.876
pg153_o3_native_lto.cx7a16_gcp_c2s3077.7459.03810.8312.2940.092nonzerononzerononzero2.719
pg153_o3_native_lto.cx7a23_gcp_c2s3079.3807.18811.0072.3510.0730.0010.147
pg153_o3_native_lto.cx7a24_gcp_c2s3084.1641.8812.3345.3246.2950.001nonzero0.285
pg153_o3_native_lto.cx7a25_gcp_c2s3083.7202.4950.7064.6568.4060.017nonzero0.273
pg153_o3_native_lto.cx7a26_gcp_c2s3079.0247.25311.1062.5430.0730.0010.176
pg153_o3_native_lto.cx7a27_gcp_c2s3078.5428.04211.3692.0280.0180.0020.173
pg153_o3_native_lto.cx7a28_gcp_c2s3076.2299.29010.4713.6420.3340.0330.186

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
152570	0	30	0.2	1697.5	192.7	0.000	0.002	0.011	1.294	67471	65.8	0.442	65	48.9	118.9	0.0	5.816	4395	2048	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
155885	0	1	0.0	1506.6	151.7	0.000	0.000	0.010	0.996	68761	67.8	0.441	65	48.9	119.0	0.0	5.368	4545	2098	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
115816	0	0	0.0	1336.2	112.3	0.000	0.000	0.012	0.993	53698	62.6	0.464	81	48.7	81.5	30.7	0.293	3197	1548	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
152964	0	28	0.2	1721.5	193.9	0.000	0.001	0.011	1.298	67535	66.1	0.442	65	49.2	119.2	0.0	6.006	4844	2099	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
117578	0	2	0.0	14919.4	817.0	0.000	0.000	0.127	7.115	50916	59.0	0.433	75	48.9	64.9	0.0	6.082	4247	0	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
150730	0	27	0.2	1702.1	191.8	0.000	0.001	0.011	1.303	66301	65.0	0.440	65	49.0	119.1	0.0	5.314	4495	2048	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
152352	0	28	0.2	1722.1	194.8	0.000	0.001	0.011	1.309	67249	66.2	0.441	65	49.0	119.1	0.0	5.224	4345	1948	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
135720	0	11	0.1	10363.7	585.2	0.000	0.001	0.076	4.416	58169	65.0	0.429	72	49.2	81.2	0.0	5.863	4245	0	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
268141	0	50	0.4	1741.9	275.8	0.000	0.001	0.006	1.053	101787	74.4	0.380	42	42.0	112.0	0.0	2.718	41504	4995	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
243087	0	0	0.0	1545.7	252.5	0.000	0.000	0.006	1.064	96138	76.0	0.395	47	42.0	112.1	36.5	0.148	36760	5096	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
123134	0	0	0.0	1395.9	158.2	0.000	0.000	0.011	1.316	56494	64.7	0.459	79	48.9	118.9	30.9	0.277	3298	1598	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
97632	0	0	0.0	10671.6	450.5	0.000	0.000	0.109	4.725	46966	62.2	0.481	96	49.1	79.2	19.8	0.240	2297	1199	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
230150	0	0	0.0	1413.3	236.4	0.000	0.000	0.006	1.052	90563	73.9	0.393	48	41.6	111.7	23.0	0.176	35462	4647	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
244200	0	0	0.0	1174.9	192.3	0.000	0.000	0.005	0.807	95317	78.3	0.390	48	41.8	111.9	30.8	0.167	35584	6992	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
192031	0	0	0.0	10420.6	898.6	0.000	0.000	0.054	4.792	76084	69.3	0.396	54	41.4	73.5	34.4	0.183	29320	2448	160m.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_c2s3099.9950.0040.001nonzero0.006
pg153_o3_native_lto.cx7a1_gcp_c2s3099.9960.0030.001nonzero0.010
pg153_o3_native_lto.cx7a3_gcp_c2s3099.9970.0020.001nonzero0.007
pg153_o3_native_lto.cx7a4_gcp_c2s3099.9960.0030.001nonzero0.008
pg153_o3_native_lto.cx7a7_gcp_c2s3099.9960.0040.001nonzerononzero3.490
pg153_o3_native_lto.cx7a10_gcp_c2s3099.9950.0040.001nonzerononzero4.778
pg153_o3_native_lto.cx7a12_gcp_c2s3099.9950.0040.001nonzero0.008
pg153_o3_native_lto.cx7a15_gcp_c2s3099.9950.0040.001nonzero0.014
pg153_o3_native_lto.cx7a16_gcp_c2s3099.9950.0040.001nonzero0.007
pg153_o3_native_lto.cx7a23_gcp_c2s3099.9950.0040.001nonzero0.011
pg153_o3_native_lto.cx7a24_gcp_c2s3099.9950.0040.001nonzero0.014
pg153_o3_native_lto.cx7a25_gcp_c2s3099.9950.0040.001nonzero0.011
pg153_o3_native_lto.cx7a26_gcp_c2s3099.9960.0040.001nonzero0.006
pg153_o3_native_lto.cx7a27_gcp_c2s3099.9960.0030.001nonzero0.010
pg153_o3_native_lto.cx7a28_gcp_c2s3099.9960.0030.001nonzero0.006

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_c2s300.52399.4740.0030.006
pg153_o3_native_lto.cx7a1_gcp_c2s300.40699.4770.1160.006
pg153_o3_native_lto.cx7a3_gcp_c2s3099.9640.0360.006
pg153_o3_native_lto.cx7a4_gcp_c2s309.77490.2240.0020.011
pg153_o3_native_lto.cx7a7_gcp_c2s300.00799.9500.0300.0143.508
pg153_o3_native_lto.cx7a10_gcp_c2s300.23199.7150.0400.0090.0054.785
pg153_o3_native_lto.cx7a12_gcp_c2s300.38499.6110.0050.012
pg153_o3_native_lto.cx7a15_gcp_c2s300.18499.7970.0190.014
pg153_o3_native_lto.cx7a16_gcp_c2s300.37599.6230.0020.005
pg153_o3_native_lto.cx7a23_gcp_c2s3099.9200.0800.007
pg153_o3_native_lto.cx7a24_gcp_c2s3099.9530.0470.006
pg153_o3_native_lto.cx7a25_gcp_c2s3099.8660.1340.009
pg153_o3_native_lto.cx7a26_gcp_c2s3099.9220.0780.007
pg153_o3_native_lto.cx7a27_gcp_c2s3099.8400.1600.007
pg153_o3_native_lto.cx7a28_gcp_c2s3099.9530.0470.006

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_c2s3064.59929.4395.9620.003
pg153_o3_native_lto.cx7a1_gcp_c2s3048.46217.70133.7920.0420.0030.017
pg153_o3_native_lto.cx7a3_gcp_c2s3062.05717.57618.0032.3630.010
pg153_o3_native_lto.cx7a4_gcp_c2s3065.72225.5288.7500.003
pg153_o3_native_lto.cx7a7_gcp_c2s3053.39137.6818.9010.0140.0143.493
pg153_o3_native_lto.cx7a10_gcp_c2s3065.86821.36312.7450.0090.0020.0100.0034.779
pg153_o3_native_lto.cx7a12_gcp_c2s3070.67724.8924.4240.0070.013
pg153_o3_native_lto.cx7a15_gcp_c2s3067.29719.50013.1940.0090.012
pg153_o3_native_lto.cx7a16_gcp_c2s3053.94328.53117.5210.0050.012
pg153_o3_native_lto.cx7a23_gcp_c2s3062.96016.07120.9500.0190.005
pg153_o3_native_lto.cx7a24_gcp_c2s3049.83011.41036.4242.3370.008
pg153_o3_native_lto.cx7a25_gcp_c2s3050.90822.84026.1910.0610.008
pg153_o3_native_lto.cx7a26_gcp_c2s3070.8126.78520.4621.9410.009
pg153_o3_native_lto.cx7a27_gcp_c2s3053.47623.04323.4580.0230.005
pg153_o3_native_lto.cx7a28_gcp_c2s3056.47614.35226.2202.9510.010

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	116289	0	0.0	1918.4	30.5	0.000	0.000	2.406	39.174	443378	53.2	3.813	69	48.9	84.6	0.0	0.006	14480	14070	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
798	117317	0	0.0	1936.9	27.3	0.000	0.000	2.429	35.018	447167	53.3	3.812	68	48.9	93.0	0.0	0.010	14704	14240	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
798	114069	0	0.0	1823.9	22.2	0.000	0.000	2.287	28.558	434378	52.9	3.808	70	48.7	77.2	1.7	0.007	14294	14033	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
797	117815	0	0.0	233.9	11.9	0.000	0.000	0.293	15.238	448430	53.0	3.806	67	49.2	119.2	0.0	0.008	14736	14496	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
797	116671	0	0.0	1891.3	29.7	0.000	0.000	2.372	38.129	444847	53.0	3.813	68	48.9	62.4	0.0	3.490	14630	14368	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
797	116194	0	0.0	1930.6	29.4	0.000	0.000	2.421	37.717	443156	53.1	3.814	69	49.0	83.2	0.0	4.778	14518	14001	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
797	116460	0	0.0	1959.5	30.2	0.000	0.000	2.458	38.742	444083	53.2	3.813	69	49.0	85.3	0.0	0.008	14470	14070	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
798	116272	0	0.0	1929.2	30.1	0.000	0.000	2.419	38.596	443323	53.2	3.813	69	49.2	66.1	0.0	0.014	14486	14097	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
797	116173	0	0.0	1764.9	27.7	0.000	0.000	2.214	35.640	442995	53.1	3.813	69	42.0	75.6	0.0	0.007	14598	14192	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
798	114857	0	0.0	1780.2	28.4	0.000	0.000	2.232	36.526	437870	52.7	3.812	69	42.0	76.3	13.7	0.011	14305	13841	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
798	114497	0	0.0	1929.9	29.2	0.000	0.000	2.420	37.465	436659	52.9	3.814	69	48.9	82.6	14.6	0.014	14320	13441	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
797	115654	0	0.0	2063.4	28.8	0.000	0.000	2.588	36.963	441061	52.8	3.814	68	49.1	64.4	30.4	0.011	14528	14256	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
797	113439	0	0.0	1800.5	27.9	0.000	0.000	2.258	35.891	432737	52.8	3.815	70	41.6	71.4	13.5	0.006	14177	13665	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
798	114462	0	0.0	181.4	9.5	0.000	0.000	0.227	12.249	435556	52.9	3.805	69	41.8	111.9	12.4	0.010	14262	14017	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
797	114191	0	0.0	165.2	9.4	0.000	0.000	0.207	12.133	434712	52.8	3.807	69	41.4	73.5	1.1	0.006	14225	13857	160m.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_c2s3099.9710.0160.0110.001nonzerononzerononzero2.752
pg153_o3_native_lto.cx7a1_gcp_c2s3099.9740.0170.008nonzerononzerononzerononzerononzerononzero4.301
pg153_o3_native_lto.cx7a3_gcp_c2s3099.9870.0070.006nonzerononzero0.021
pg153_o3_native_lto.cx7a4_gcp_c2s3099.9830.0100.007nonzerononzero0.026
pg153_o3_native_lto.cx7a7_gcp_c2s3099.9710.0180.0100.001nonzerononzerononzerononzero6.044
pg153_o3_native_lto.cx7a10_gcp_c2s3099.9720.0160.0100.001nonzerononzerononzero4.867
pg153_o3_native_lto.cx7a12_gcp_c2s3099.9740.0160.009nonzerononzerononzerononzero3.704
pg153_o3_native_lto.cx7a15_gcp_c2s3099.9740.0170.0090.001nonzerononzerononzerononzerononzero5.108
pg153_o3_native_lto.cx7a16_gcp_c2s3099.9720.0160.0100.001nonzerononzerononzerononzero5.008
pg153_o3_native_lto.cx7a23_gcp_c2s3099.9790.0150.006nonzerononzero0.062
pg153_o3_native_lto.cx7a24_gcp_c2s3099.9770.0160.007nonzerononzero0.024
pg153_o3_native_lto.cx7a25_gcp_c2s3099.9780.0160.007nonzerononzero0.022
pg153_o3_native_lto.cx7a26_gcp_c2s3099.9780.0160.006nonzero0.014
pg153_o3_native_lto.cx7a27_gcp_c2s3099.9860.0090.005nonzerononzerononzero0.068
pg153_o3_native_lto.cx7a28_gcp_c2s3099.9860.0090.005nonzerononzero0.058

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_c2s301.74796.0312.1220.0830.0040.0142.755
pg153_o3_native_lto.cx7a1_gcp_c2s300.00499.0470.8970.0250.0050.0020.0160.0054.319
pg153_o3_native_lto.cx7a3_gcp_c2s3099.8840.1140.0010.024
pg153_o3_native_lto.cx7a4_gcp_c2s3044.70155.0070.2740.0180.044
pg153_o3_native_lto.cx7a7_gcp_c2s300.41297.4681.9200.1750.0020.0040.0130.0066.058
pg153_o3_native_lto.cx7a10_gcp_c2s301.81996.0391.9830.1190.0010.0030.0270.0094.869
pg153_o3_native_lto.cx7a12_gcp_c2s301.84497.8180.2770.0170.0080.0080.0283.722
pg153_o3_native_lto.cx7a15_gcp_c2s302.89496.1400.8980.0250.0020.0120.0260.0045.134
pg153_o3_native_lto.cx7a16_gcp_c2s306.41591.4332.0560.0870.0010.0060.0035.021
pg153_o3_native_lto.cx7a23_gcp_c2s3099.8600.1400.015
pg153_o3_native_lto.cx7a24_gcp_c2s3099.6120.3840.0050.036
pg153_o3_native_lto.cx7a25_gcp_c2s3099.8220.1740.0040.017
pg153_o3_native_lto.cx7a26_gcp_c2s3099.8050.1950.015
pg153_o3_native_lto.cx7a27_gcp_c2s3099.7970.2020.0010.018
pg153_o3_native_lto.cx7a28_gcp_c2s3099.9000.0980.0010.022

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_c2s3076.1142.2143.57417.9690.1110.0040.0132.756
pg153_o3_native_lto.cx7a1_gcp_c2s3077.2182.9016.45613.3490.0480.0050.0020.0160.0044.315
pg153_o3_native_lto.cx7a3_gcp_c2s3076.8401.4294.30315.3212.1080.036
pg153_o3_native_lto.cx7a4_gcp_c2s3076.4101.7343.68518.1090.0610.031
pg153_o3_native_lto.cx7a7_gcp_c2s3075.2272.5901.71720.1540.2880.0020.0040.0130.0066.058
pg153_o3_native_lto.cx7a10_gcp_c2s3074.7894.0045.69315.2760.2000.0010.0020.0270.0074.868
pg153_o3_native_lto.cx7a12_gcp_c2s3074.5272.8255.59816.9900.0180.0060.0080.0273.709
pg153_o3_native_lto.cx7a15_gcp_c2s3076.1772.3016.03915.4170.0250.0020.0120.0250.0035.114
pg153_o3_native_lto.cx7a16_gcp_c2s3076.91511.3686.3275.3510.0300.0020.0060.0035.005
pg153_o3_native_lto.cx7a23_gcp_c2s3078.82612.3807.1871.6070.015
pg153_o3_native_lto.cx7a24_gcp_c2s3080.1541.5592.71414.4941.0780.038
pg153_o3_native_lto.cx7a25_gcp_c2s3077.6202.4183.53011.7174.7160.035
pg153_o3_native_lto.cx7a26_gcp_c2s3076.8655.2779.9487.9100.016
pg153_o3_native_lto.cx7a27_gcp_c2s3077.93910.2647.2564.5410.0010.019
pg153_o3_native_lto.cx7a28_gcp_c2s3076.9414.44510.2178.3900.0070.021

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
3983	111165	0	0.0	3115.1	72.3	0.000	0.000	0.782	18.595	424042	54.2	3.815	73	48.9	71.9	0.0	2.752	13873	13063	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
3976	111758	0	0.0	3031.3	63.7	0.000	0.000	0.762	16.395	425744	54.2	3.810	73	48.9	65.8	0.0	4.301	14193	12866	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
3987	108054	0	0.0	2968.8	51.2	0.000	0.000	0.745	13.155	411077	54.5	3.804	76	48.7	71.4	7.7	0.021	13553	12950	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
3988	113994	0	0.0	366.8	18.4	0.000	0.000	0.092	4.724	432569	54.2	3.795	71	49.2	115.6	0.0	0.026	14320	13793	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
3971	109604	0	0.0	4712.3	91.8	0.000	0.000	1.187	23.667	418049	54.2	3.814	74	48.9	64.9	0.0	6.044	13793	9961	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
3962	110323	0	0.0	3112.8	72.6	0.000	0.000	0.786	18.758	421201	53.6	3.818	73	49.0	71.8	0.0	4.867	13990	3182	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
3976	109880	0	0.0	3134.0	72.7	0.000	0.000	0.788	18.713	419843	54.1	3.821	74	49.0	72.2	0.0	3.704	13873	7880	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
3972	109415	0	0.0	3119.1	72.5	0.000	0.000	0.785	18.697	418356	53.9	3.824	74	49.2	70.2	0.0	5.108	13841	6009	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
3980	113005	0	0.0	2539.8	71.1	0.000	0.000	0.638	18.300	431833	53.8	3.821	71	41.9	66.7	0.0	5.008	14129	12035	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
3987	109516	0	0.0	2597.7	69.9	0.000	0.000	0.652	17.957	419085	53.8	3.827	74	42.0	66.4	1.4	0.062	13857	11811	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
3987	109200	0	0.0	3059.8	71.2	0.000	0.000	0.768	18.296	415828	54.4	3.808	75	48.9	71.9	4.4	0.024	13729	13143	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
3988	109109	0	0.0	3126.4	73.0	0.000	0.000	0.784	18.747	415398	54.6	3.807	75	49.1	70.1	30.4	0.022	13649	12994	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
3987	108286	0	0.0	2548.6	69.2	0.000	0.000	0.639	17.779	414174	54.0	3.825	75	41.6	66.3	1.5	0.014	13537	11602	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
3987	111191	0	0.0	280.8	14.7	0.000	0.000	0.070	3.768	423484	53.8	3.809	73	41.8	106.5	13.7	0.068	13953	11747	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
3988	110447	0	0.0	281.5	19.2	0.000	0.000	0.071	4.925	420442	53.8	3.807	73	41.4	73.5	18.2	0.058	13638	11507	160m.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_c2s3099.9350.0440.0170.003nonzerononzerononzerononzero2.196
pg153_o3_native_lto.cx7a1_gcp_c2s3099.9410.0450.0130.001nonzerononzerononzerononzero6.135
pg153_o3_native_lto.cx7a3_gcp_c2s3099.9530.0340.0130.001nonzerononzero0.089
pg153_o3_native_lto.cx7a4_gcp_c2s3099.9550.0310.0130.001nonzerononzero0.069
pg153_o3_native_lto.cx7a7_gcp_c2s3099.9020.0660.0230.0080.001nonzerononzerononzerononzero4.738
pg153_o3_native_lto.cx7a10_gcp_c2s3099.9330.0460.0180.003nonzerononzerononzerononzero5.261
pg153_o3_native_lto.cx7a12_gcp_c2s3099.9420.0430.0140.001nonzerononzerononzerononzero3.654
pg153_o3_native_lto.cx7a15_gcp_c2s3099.9380.0440.0150.002nonzerononzerononzero2.018
pg153_o3_native_lto.cx7a16_gcp_c2s3099.9390.0420.0160.003nonzerononzerononzerononzerononzero4.512
pg153_o3_native_lto.cx7a23_gcp_c2s3099.9360.0470.0150.002nonzerononzero0.084
pg153_o3_native_lto.cx7a24_gcp_c2s3099.9360.0450.0160.003nonzero0.033
pg153_o3_native_lto.cx7a25_gcp_c2s3099.9330.0480.0160.002nonzero0.047
pg153_o3_native_lto.cx7a26_gcp_c2s3099.9440.0440.0110.001nonzero0.023
pg153_o3_native_lto.cx7a27_gcp_c2s3099.9580.0320.009nonzerononzerononzero0.091
pg153_o3_native_lto.cx7a28_gcp_c2s3099.9590.0310.009nonzerononzero0.053

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_c2s3014.27982.4722.9870.2550.0010.0020.0032.040
pg153_o3_native_lto.cx7a1_gcp_c2s300.97197.7311.2500.0410.0010.0010.0030.0017.878
pg153_o3_native_lto.cx7a3_gcp_c2s3099.2860.6900.0240.025
pg153_o3_native_lto.cx7a4_gcp_c2s3043.07455.9640.8650.0970.056
pg153_o3_native_lto.cx7a7_gcp_c2s300.23894.5684.4690.7020.0030.0020.0150.0034.754
pg153_o3_native_lto.cx7a10_gcp_c2s3012.14785.0132.6600.1750.0010.0030.0015.266
pg153_o3_native_lto.cx7a12_gcp_c2s3014.89384.5920.4760.0230.0030.0040.0103.721
pg153_o3_native_lto.cx7a15_gcp_c2s3016.19681.6811.8010.3200.0010.0022.020
pg153_o3_native_lto.cx7a16_gcp_c2s3026.07770.6383.0850.1820.0020.0040.0100.0014.515
pg153_o3_native_lto.cx7a23_gcp_c2s30nonzero96.3073.5680.1250.046
pg153_o3_native_lto.cx7a24_gcp_c2s3096.2923.5400.1680.045
pg153_o3_native_lto.cx7a25_gcp_c2s3097.4412.3090.2500.056
pg153_o3_native_lto.cx7a26_gcp_c2s3098.7521.2000.0480.047
pg153_o3_native_lto.cx7a27_gcp_c2s3099.4610.5230.015nonzero0.072
pg153_o3_native_lto.cx7a28_gcp_c2s3099.4300.5440.0260.057

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_c2s3077.0783.2163.55213.8822.2660.0010.0030.0032.033
pg153_o3_native_lto.cx7a1_gcp_c2s3077.9544.0761.83912.8073.3170.0010.0010.0020.0016.145
pg153_o3_native_lto.cx7a3_gcp_c2s3077.1603.3373.2179.2027.0840.046
pg153_o3_native_lto.cx7a4_gcp_c2s3077.3332.9813.25913.8142.6140.045
pg153_o3_native_lto.cx7a7_gcp_c2s3077.3353.0992.86913.8412.8350.0020.0020.0130.0034.604
pg153_o3_native_lto.cx7a10_gcp_c2s3075.3374.2343.32613.2433.8550.0010.0030.0015.273
pg153_o3_native_lto.cx7a12_gcp_c2s3077.1722.8183.99513.0162.9820.0030.0020.0103.731
pg153_o3_native_lto.cx7a15_gcp_c2s3077.0013.1273.42413.3513.0940.0010.0022.017
pg153_o3_native_lto.cx7a16_gcp_c2s3077.5477.2324.72410.3920.0890.0020.0030.0100.0014.514
pg153_o3_native_lto.cx7a23_gcp_c2s3076.31711.8886.6715.0890.0340.032
pg153_o3_native_lto.cx7a24_gcp_c2s3074.8455.6791.82710.2607.3880.0010.066
pg153_o3_native_lto.cx7a25_gcp_c2s3075.5744.5482.6477.6629.569nonzero0.085
pg153_o3_native_lto.cx7a26_gcp_c2s3076.2897.4349.1447.1110.0230.034
pg153_o3_native_lto.cx7a27_gcp_c2s3078.6387.3806.3527.6160.014nonzero0.070
pg153_o3_native_lto.cx7a28_gcp_c2s3078.7923.6448.9318.6120.0210.058

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
7971	106051	0	0.0	2638.6	94.4	0.000	0.000	0.331	12.133	402610	56.0	3.796	79	48.9	77.4	0.1	2.196	13313	11507	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
7956	108494	0	0.0	2628.7	81.0	0.000	0.000	0.330	10.432	407857	56.2	3.759	78	48.9	67.5	0.1	6.135	13761	12530	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
7976	104252	0	0.0	2588.6	65.2	0.000	0.000	0.325	8.369	389852	56.8	3.740	82	48.7	59.3	8.1	0.089	13154	11352	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
7973	110837	0	0.0	274.2	20.8	0.000	0.000	0.034	2.667	416341	55.8	3.756	76	49.0	110.5	0.1	0.069	13937	12642	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
7910	101037	0	0.0	9871.5	195.3	0.000	0.000	1.248	25.289	386514	55.6	3.825	83	48.8	64.8	0.1	4.738	12807	2573	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
7962	106918	0	0.0	2636.3	94.3	0.000	0.000	0.331	12.133	404482	56.1	3.783	79	49.0	77.8	0.1	5.261	13553	12147	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
7958	104373	0	0.0	2652.0	94.1	0.000	0.000	0.333	12.112	397159	56.1	3.805	81	49.0	77.6	0.1	3.654	13393	11491	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
7973	105096	0	0.0	2506.2	95.3	0.000	0.000	0.314	12.243	400906	56.2	3.815	80	49.2	78.0	0.1	2.018	13127	11786	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
7951	110225	0	0.0	2140.9	89.4	0.000	0.000	0.269	11.514	418926	54.7	3.801	74	41.9	70.4	0.0	4.512	14176	11352	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
7976	107793	0	0.0	2117.1	88.2	0.000	0.000	0.265	11.320	410255	54.9	3.806	76	41.9	70.2	15.5	0.084	13601	11546	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
7976	106769	0	0.0	2649.5	93.8	0.000	0.000	0.332	12.045	395813	57.0	3.707	80	48.9	77.5	18.2	0.033	13521	11715	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
7976	105638	0	0.0	2694.3	99.5	0.000	0.000	0.338	12.779	395674	57.2	3.746	81	49.1	77.9	10.5	0.047	13409	11619	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
7976	105756	0	0.0	2102.3	86.3	0.000	0.000	0.264	11.084	403099	55.2	3.812	78	41.6	70.1	18.9	0.023	13345	11380	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
7978	109159	0	0.0	181.4	16.7	0.000	0.000	0.023	2.146	413001	55.0	3.783	76	41.6	99.3	24.9	0.091	13777	11811	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
7976	108412	0	0.0	327.2	35.0	0.000	0.000	0.041	4.491	410634	55.1	3.788	76	41.4	73.5	22.5	0.053	13585	11539	160m.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
1032258	0	0	0.0	1012.9	333.7	0.000	0.000	0.001	0.331	83451	77.5	0.081	11	15.3	41.4	0.0	0.375	146140	61133	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
1025641	0	0	0.0	1010.8	333.4	0.000	0.000	0.001	0.333	83894	77.1	0.082	11	15.3	41.4	0.0	0.771	146296	39656	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
993789	0	0	0.0	972.3	321.9	0.000	0.000	0.001	0.332	84544	75.8	0.085	11	15.3	41.4	4.5	0.413	143444	30467	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
1019108	0	0	0.0	1018.7	334.1	0.000	0.000	0.001	0.336	83993	77.4	0.082	11	15.3	41.4	0.0	0.288	144941	58635	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
1032258	0	0	0.0	1214.9	321.0	0.000	0.000	0.001	0.318	84926	77.7	0.082	11	15.3	31.4	0.0	0.177	145141	94496	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
1032258	0	0	0.0	1030.4	335.2	0.000	0.000	0.001	0.333	83696	77.6	0.081	11	15.3	41.4	0.0	0.252	145241	89037	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1038961	0	0	0.0	1037.5	342.7	0.000	0.000	0.001	0.338	85142	79.5	0.082	11	15.3	41.4	0.0	0.027	144740	136147	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
1000000	0	0	0.0	1191.9	371.1	0.000	0.000	0.001	0.380	81952	75.9	0.082	11	15.3	42.7	0.0	0.291	144042	58735	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
1006289	0	0	0.0	1021.1	335.0	0.000	0.000	0.001	0.341	84203	77.2	0.084	12	15.3	41.4	0.0	0.488	144342	45068	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
1000000	0	0	0.0	973.8	324.6	0.000	0.000	0.001	0.332	83994	75.6	0.084	11	15.3	41.4	4.9	0.292	144494	35361	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
1000000	0	0	0.0	974.6	323.4	0.000	0.000	0.001	0.331	84215	75.4	0.084	11	15.3	41.4	1.7	0.486	144744	32665	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
981595	0	0	0.0	1179.9	366.7	0.000	0.000	0.001	0.383	82878	75.9	0.084	12	15.3	42.4	8.7	0.480	142646	34463	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
1000000	0	0	0.0	974.0	322.8	0.000	0.000	0.001	0.331	84166	75.5	0.084	11	15.3	41.4	4.5	0.338	144291	43153	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
1012658	0	0	0.0	997.0	332.9	0.000	0.000	0.001	0.337	85486	77.6	0.084	11	15.3	41.4	5.4	0.292	143445	43268	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
993789	0	0	0.0	1148.8	363.0	0.000	0.000	0.001	0.374	83559	76.0	0.084	11	15.3	41.9	6.4	0.286	143145	47948	160m.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
2079221	0	0	0.0	1513.3	635.7	0.000	0.000	0.001	0.313	14879	36.1	0.007	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
2223611	0	0	0.0	1267.8	549.3	0.000	0.000	0.001	0.253	7304	39.5	0.003	3	29.4	63.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
2223611	0	0	0.0	1222.1	541.7	0.000	0.000	0.001	0.249	16669	38.6	0.007	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
2134667	0	0	0.0	1567.1	646.6	0.000	0.000	0.001	0.310	15630	36.4	0.007	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
2389552	0	0	0.0	1615.8	514.6	0.000	0.000	0.001	0.221	22509	41.0	0.009	3	29.4	45.5	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
2106579	0	0	0.0	1553.9	644.4	0.000	0.000	0.001	0.313	16220	36.2	0.008	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
1976543	0	0	0.0	1456.1	602.1	0.000	0.000	0.001	0.312	15207	34.3	0.008	3	29.4	68.3	0.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
2223611	0	0	0.0	1683.2	557.3	0.000	0.000	0.001	0.257	24947	38.8	0.011	3	29.4	61.5	0.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
2079221	0	0	0.0	1504.3	639.6	0.000	0.000	0.001	0.315	17905	36.3	0.009	3	29.4	68.3	0.1	0.001	NA	NA	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
2193151	0	0	0.0	1213.1	541.6	0.000	0.000	0.001	0.253	17764	38.0	0.008	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
2193151	0	0	0.0	1217.4	543.0	0.000	0.000	0.001	0.254	17367	38.3	0.008	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
2425758	0	0	0.0	1329.1	514.9	0.000	0.000	0.001	0.217	14155	41.0	0.006	3	29.4	59.5	13.0	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
2193151	0	0	0.0	1217.4	540.2	0.000	0.000	0.001	0.252	16131	38.1	0.007	3	29.4	68.3	13.1	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
2320290	0	0	0.0	893.6	403.2	0.000	0.000	0.000	0.178	8089	41.7	0.003	3	29.4	63.3	13.2	0.002	NA	NA	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
2320290	0	0	0.0	1290.8	492.4	0.000	0.000	0.001	0.217	19743	40.9	0.009	3	29.4	61.5	13.1	0.002	NA	NA	160m.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
152570	0	30	0.2	1697.5	192.7	0.000	0.002	0.011	1.294	67471	65.8	0.442	65	48.9	118.9	0.0	5.816	4395	2048	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
155885	0	1	0.0	1506.6	151.7	0.000	0.000	0.010	0.996	68761	67.8	0.441	65	48.9	119.0	0.0	5.368	4545	2098	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
115816	0	0	0.0	1336.2	112.3	0.000	0.000	0.012	0.993	53698	62.6	0.464	81	48.7	81.5	30.7	0.293	3197	1548	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
152964	0	28	0.2	1721.5	193.9	0.000	0.001	0.011	1.298	67535	66.1	0.442	65	49.2	119.2	0.0	6.006	4844	2099	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
117578	0	2	0.0	14919.4	817.0	0.000	0.000	0.127	7.115	50916	59.0	0.433	75	48.9	64.9	0.0	6.082	4247	0	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
150730	0	27	0.2	1702.1	191.8	0.000	0.001	0.011	1.303	66301	65.0	0.440	65	49.0	119.1	0.0	5.314	4495	2048	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
152352	0	28	0.2	1722.1	194.8	0.000	0.001	0.011	1.309	67249	66.2	0.441	65	49.0	119.1	0.0	5.224	4345	1948	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
135720	0	11	0.1	10363.7	585.2	0.000	0.001	0.076	4.416	58169	65.0	0.429	72	49.2	81.2	0.0	5.863	4245	0	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
268141	0	50	0.4	1741.9	275.8	0.000	0.001	0.006	1.053	101787	74.4	0.380	42	42.0	112.0	0.0	2.718	41504	4995	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
243087	0	0	0.0	1545.7	252.5	0.000	0.000	0.006	1.064	96138	76.0	0.395	47	42.0	112.1	36.5	0.148	36760	5096	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
123134	0	0	0.0	1395.9	158.2	0.000	0.000	0.011	1.316	56494	64.7	0.459	79	48.9	118.9	30.9	0.277	3298	1598	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
97632	0	0	0.0	10671.6	450.5	0.000	0.000	0.109	4.725	46966	62.2	0.481	96	49.1	79.2	19.8	0.240	2297	1199	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
230150	0	0	0.0	1413.3	236.4	0.000	0.000	0.006	1.052	90563	73.9	0.393	48	41.6	111.7	23.0	0.176	35462	4647	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
244200	0	0	0.0	1174.9	192.3	0.000	0.000	0.005	0.807	95317	78.3	0.390	48	41.8	111.9	30.8	0.167	35584	6992	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
192031	0	0	0.0	10420.6	898.6	0.000	0.000	0.054	4.792	76084	69.3	0.396	54	41.4	73.5	34.4	0.183	29320	2448	160m.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	116289	0	0.0	1918.4	30.5	0.000	0.000	2.406	39.174	443378	53.2	3.813	69	48.9	84.6	0.0	0.006	14480	14070	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
798	117317	0	0.0	1936.9	27.3	0.000	0.000	2.429	35.018	447167	53.3	3.812	68	48.9	93.0	0.0	0.010	14704	14240	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
798	114069	0	0.0	1823.9	22.2	0.000	0.000	2.287	28.558	434378	52.9	3.808	70	48.7	77.2	1.7	0.007	14294	14033	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
797	117815	0	0.0	233.9	11.9	0.000	0.000	0.293	15.238	448430	53.0	3.806	67	49.2	119.2	0.0	0.008	14736	14496	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
797	116671	0	0.0	1891.3	29.7	0.000	0.000	2.372	38.129	444847	53.0	3.813	68	48.9	62.4	0.0	3.490	14630	14368	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
797	116194	0	0.0	1930.6	29.4	0.000	0.000	2.421	37.717	443156	53.1	3.814	69	49.0	83.2	0.0	4.778	14518	14001	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
797	116460	0	0.0	1959.5	30.2	0.000	0.000	2.458	38.742	444083	53.2	3.813	69	49.0	85.3	0.0	0.008	14470	14070	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
798	116272	0	0.0	1929.2	30.1	0.000	0.000	2.419	38.596	443323	53.2	3.813	69	49.2	66.1	0.0	0.014	14486	14097	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
797	116173	0	0.0	1764.9	27.7	0.000	0.000	2.214	35.640	442995	53.1	3.813	69	42.0	75.6	0.0	0.007	14598	14192	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
798	114857	0	0.0	1780.2	28.4	0.000	0.000	2.232	36.526	437870	52.7	3.812	69	42.0	76.3	13.7	0.011	14305	13841	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
798	114497	0	0.0	1929.9	29.2	0.000	0.000	2.420	37.465	436659	52.9	3.814	69	48.9	82.6	14.6	0.014	14320	13441	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
797	115654	0	0.0	2063.4	28.8	0.000	0.000	2.588	36.963	441061	52.8	3.814	68	49.1	64.4	30.4	0.011	14528	14256	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
797	113439	0	0.0	1800.5	27.9	0.000	0.000	2.258	35.891	432737	52.8	3.815	70	41.6	71.4	13.5	0.006	14177	13665	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
798	114462	0	0.0	181.4	9.5	0.000	0.000	0.227	12.249	435556	52.9	3.805	69	41.8	111.9	12.4	0.010	14262	14017	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
797	114191	0	0.0	165.2	9.4	0.000	0.000	0.207	12.133	434712	52.8	3.807	69	41.4	73.5	1.1	0.006	14225	13857	160m.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
3983	111165	0	0.0	3115.1	72.3	0.000	0.000	0.782	18.595	424042	54.2	3.815	73	48.9	71.9	0.0	2.752	13873	13063	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
3976	111758	0	0.0	3031.3	63.7	0.000	0.000	0.762	16.395	425744	54.2	3.810	73	48.9	65.8	0.0	4.301	14193	12866	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
3987	108054	0	0.0	2968.8	51.2	0.000	0.000	0.745	13.155	411077	54.5	3.804	76	48.7	71.4	7.7	0.021	13553	12950	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
3988	113994	0	0.0	366.8	18.4	0.000	0.000	0.092	4.724	432569	54.2	3.795	71	49.2	115.6	0.0	0.026	14320	13793	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
3971	109604	0	0.0	4712.3	91.8	0.000	0.000	1.187	23.667	418049	54.2	3.814	74	48.9	64.9	0.0	6.044	13793	9961	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
3962	110323	0	0.0	3112.8	72.6	0.000	0.000	0.786	18.758	421201	53.6	3.818	73	49.0	71.8	0.0	4.867	13990	3182	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
3976	109880	0	0.0	3134.0	72.7	0.000	0.000	0.788	18.713	419843	54.1	3.821	74	49.0	72.2	0.0	3.704	13873	7880	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
3972	109415	0	0.0	3119.1	72.5	0.000	0.000	0.785	18.697	418356	53.9	3.824	74	49.2	70.2	0.0	5.108	13841	6009	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
3980	113005	0	0.0	2539.8	71.1	0.000	0.000	0.638	18.300	431833	53.8	3.821	71	41.9	66.7	0.0	5.008	14129	12035	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
3987	109516	0	0.0	2597.7	69.9	0.000	0.000	0.652	17.957	419085	53.8	3.827	74	42.0	66.4	1.4	0.062	13857	11811	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
3987	109200	0	0.0	3059.8	71.2	0.000	0.000	0.768	18.296	415828	54.4	3.808	75	48.9	71.9	4.4	0.024	13729	13143	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
3988	109109	0	0.0	3126.4	73.0	0.000	0.000	0.784	18.747	415398	54.6	3.807	75	49.1	70.1	30.4	0.022	13649	12994	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
3987	108286	0	0.0	2548.6	69.2	0.000	0.000	0.639	17.779	414174	54.0	3.825	75	41.6	66.3	1.5	0.014	13537	11602	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
3987	111191	0	0.0	280.8	14.7	0.000	0.000	0.070	3.768	423484	53.8	3.809	73	41.8	106.5	13.7	0.068	13953	11747	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
3988	110447	0	0.0	281.5	19.2	0.000	0.000	0.071	4.925	420442	53.8	3.807	73	41.4	73.5	18.2	0.058	13638	11507	160m.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
7971	106051	0	0.0	2638.6	94.4	0.000	0.000	0.331	12.133	402610	56.0	3.796	79	48.9	77.4	0.1	2.196	13313	11507	160m.pg153_o3_native_lto.cx7a_gcp_c2s30
7956	108494	0	0.0	2628.7	81.0	0.000	0.000	0.330	10.432	407857	56.2	3.759	78	48.9	67.5	0.1	6.135	13761	12530	160m.pg153_o3_native_lto.cx7a1_gcp_c2s30
7976	104252	0	0.0	2588.6	65.2	0.000	0.000	0.325	8.369	389852	56.8	3.740	82	48.7	59.3	8.1	0.089	13154	11352	160m.pg153_o3_native_lto.cx7a3_gcp_c2s30
7973	110837	0	0.0	274.2	20.8	0.000	0.000	0.034	2.667	416341	55.8	3.756	76	49.0	110.5	0.1	0.069	13937	12642	160m.pg153_o3_native_lto.cx7a4_gcp_c2s30
7910	101037	0	0.0	9871.5	195.3	0.000	0.000	1.248	25.289	386514	55.6	3.825	83	48.8	64.8	0.1	4.738	12807	2573	160m.pg153_o3_native_lto.cx7a7_gcp_c2s30
7962	106918	0	0.0	2636.3	94.3	0.000	0.000	0.331	12.133	404482	56.1	3.783	79	49.0	77.8	0.1	5.261	13553	12147	160m.pg153_o3_native_lto.cx7a10_gcp_c2s30
7958	104373	0	0.0	2652.0	94.1	0.000	0.000	0.333	12.112	397159	56.1	3.805	81	49.0	77.6	0.1	3.654	13393	11491	160m.pg153_o3_native_lto.cx7a12_gcp_c2s30
7973	105096	0	0.0	2506.2	95.3	0.000	0.000	0.314	12.243	400906	56.2	3.815	80	49.2	78.0	0.1	2.018	13127	11786	160m.pg153_o3_native_lto.cx7a15_gcp_c2s30
7951	110225	0	0.0	2140.9	89.4	0.000	0.000	0.269	11.514	418926	54.7	3.801	74	41.9	70.4	0.0	4.512	14176	11352	160m.pg153_o3_native_lto.cx7a16_gcp_c2s30
7976	107793	0	0.0	2117.1	88.2	0.000	0.000	0.265	11.320	410255	54.9	3.806	76	41.9	70.2	15.5	0.084	13601	11546	160m.pg153_o3_native_lto.cx7a23_gcp_c2s30
7976	106769	0	0.0	2649.5	93.8	0.000	0.000	0.332	12.045	395813	57.0	3.707	80	48.9	77.5	18.2	0.033	13521	11715	160m.pg153_o3_native_lto.cx7a24_gcp_c2s30
7976	105638	0	0.0	2694.3	99.5	0.000	0.000	0.338	12.779	395674	57.2	3.746	81	49.1	77.9	10.5	0.047	13409	11619	160m.pg153_o3_native_lto.cx7a25_gcp_c2s30
7976	105756	0	0.0	2102.3	86.3	0.000	0.000	0.264	11.084	403099	55.2	3.812	78	41.6	70.1	18.9	0.023	13345	11380	160m.pg153_o3_native_lto.cx7a26_gcp_c2s30
7978	109159	0	0.0	181.4	16.7	0.000	0.000	0.023	2.146	413001	55.0	3.783	76	41.6	99.3	24.9	0.091	13777	11811	160m.pg153_o3_native_lto.cx7a27_gcp_c2s30
7976	108412	0	0.0	327.2	35.0	0.000	0.000	0.041	4.491	410634	55.1	3.788	76	41.4	73.5	22.5	0.053	13585	11539	160m.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	97.761	2.181	0.043	0.009	0.006	0.001	0.000	0.000	0.000	0.375	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	97.611	2.327	0.045	0.007	0.009	0.001	0.000	0.000	0.000	0.771	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	97.958	1.980	0.042	0.004	0.013	0.003	0.000	0.000	0.000	0.413	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	97.614	2.320	0.045	0.014	0.007	0.001	0.000	0.000	0.000	0.288	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	97.647	2.295	0.042	0.010	0.006	0.000	0.000	0.000	0.000	0.177	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	97.714	2.235	0.042	0.004	0.005	0.000	0.000	0.000	0.000	0.252	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	97.535	2.429	0.036	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	97.261	2.592	0.113	0.025	0.009	0.001	0.000	0.000	0.000	0.291	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	97.382	2.555	0.046	0.008	0.008	0.001	0.000	0.000	0.000	0.488	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	97.966	1.967	0.044	0.006	0.016	0.002	0.000	0.000	0.000	0.292	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	97.785	2.148	0.045	0.004	0.015	0.003	0.000	0.000	0.000	0.486	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	97.440	2.442	0.088	0.012	0.014	0.003	0.000	0.000	0.000	0.480	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	97.753	2.178	0.047	0.004	0.015	0.002	0.000	0.000	0.000	0.338	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	97.978	1.962	0.050	0.001	0.007	0.003	0.000	0.000	0.000	0.292	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	97.528	2.416	0.043	0.001	0.011	0.002	0.000	0.000	0.000	0.286	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	47.500	52.256	0.200	0.043	nonzero	nonzero	nonzero	nonzero	0.000	5.816	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	46.251	53.666	0.072	0.010	nonzero	nonzero	nonzero	nonzero	0.000	5.368	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.189	99.794	0.016	0.001	nonzero	nonzero	0.000	0.000	0.000	0.293	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	45.240	54.443	0.256	0.061	nonzero	nonzero	nonzero	nonzero	0.000	6.006	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	26.677	70.402	1.721	1.195	0.003	nonzero	nonzero	nonzero	0.000	6.082	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	44.882	54.765	0.281	0.072	nonzero	nonzero	nonzero	nonzero	0.000	5.314	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	42.440	57.397	0.094	0.066	0.002	0.000	nonzero	nonzero	0.000	5.224	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	30.417	68.222	1.140	0.218	0.001	nonzero	0.001	nonzero	0.000	5.863	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	32.197	66.972	0.665	0.167	nonzero	nonzero	nonzero	0.000	0.000	2.718	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.155	99.019	0.675	0.150	0.001	0.000	0.000	0.000	0.000	0.148	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.123	99.661	0.181	0.034	0.001	nonzero	0.000	0.000	0.000	0.277	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.263	99.042	0.581	0.106	0.008	0.000	0.000	0.000	0.000	0.240	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.306	98.887	0.661	0.145	0.001	0.000	0.000	0.000	0.000	0.176	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.045	99.733	0.160	0.059	0.004	0.000	0.000	0.000	0.000	0.167	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.271	98.672	0.430	0.578	0.048	0.000	0.000	0.000	0.000	0.183	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
83.652	2.855	1.883	7.554	4.055	nonzero	nonzero	nonzero	nonzero	0.000	5.828	pg153_o3_native_lto.cx7a_gcp_c2s30
83.135	3.289	2.133	7.328	4.114	nonzero	nonzero	nonzero	nonzero	0.000	5.384	pg153_o3_native_lto.cx7a1_gcp_c2s30
84.490	1.732	2.055	4.912	6.811	nonzero	nonzero	0.000	0.000	0.000	0.302	pg153_o3_native_lto.cx7a3_gcp_c2s30
83.262	3.171	1.989	7.461	4.117	0.001	nonzero	nonzero	nonzero	0.000	6.027	pg153_o3_native_lto.cx7a4_gcp_c2s30
80.744	3.656	1.682	8.033	5.860	0.024	nonzero	0.001	0.001	0.000	6.093	pg153_o3_native_lto.cx7a7_gcp_c2s30
83.285	3.182	1.917	7.558	4.057	0.001	nonzero	nonzero	nonzero	0.000	5.323	pg153_o3_native_lto.cx7a10_gcp_c2s30
83.152	3.200	1.989	7.514	4.140	0.005	0.000	nonzero	nonzero	0.000	5.236	pg153_o3_native_lto.cx7a12_gcp_c2s30
81.059	4.391	1.596	8.403	4.547	0.001	nonzero	0.001	0.001	0.000	5.876	pg153_o3_native_lto.cx7a15_gcp_c2s30
77.745	9.038	10.831	2.294	0.092	nonzero	nonzero	nonzero	0.000	0.000	2.719	pg153_o3_native_lto.cx7a16_gcp_c2s30
79.380	7.188	11.007	2.351	0.073	0.001	0.000	0.000	0.000	0.000	0.147	pg153_o3_native_lto.cx7a23_gcp_c2s30
84.164	1.881	2.334	5.324	6.295	0.001	nonzero	0.000	0.000	0.000	0.285	pg153_o3_native_lto.cx7a24_gcp_c2s30
83.720	2.495	0.706	4.656	8.406	0.017	nonzero	0.000	0.000	0.000	0.273	pg153_o3_native_lto.cx7a25_gcp_c2s30
79.024	7.253	11.106	2.543	0.073	0.001	0.000	0.000	0.000	0.000	0.176	pg153_o3_native_lto.cx7a26_gcp_c2s30
78.542	8.042	11.369	2.028	0.018	0.002	0.000	0.000	0.000	0.000	0.173	pg153_o3_native_lto.cx7a27_gcp_c2s30
76.229	9.290	10.471	3.642	0.334	0.033	0.000	0.000	0.000	0.000	0.186	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
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a_gcp_c2s30
99.996	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg153_o3_native_lto.cx7a1_gcp_c2s30
99.997	0.002	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg153_o3_native_lto.cx7a3_gcp_c2s30
99.996	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg153_o3_native_lto.cx7a4_gcp_c2s30
99.996	0.004	0.001	nonzero	0.000	0.000	0.000	nonzero	0.000	0.000	3.490	pg153_o3_native_lto.cx7a7_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	nonzero	0.000	4.778	pg153_o3_native_lto.cx7a10_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg153_o3_native_lto.cx7a12_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg153_o3_native_lto.cx7a15_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg153_o3_native_lto.cx7a16_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg153_o3_native_lto.cx7a23_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg153_o3_native_lto.cx7a24_gcp_c2s30
99.995	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg153_o3_native_lto.cx7a25_gcp_c2s30
99.996	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a26_gcp_c2s30
99.996	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg153_o3_native_lto.cx7a27_gcp_c2s30
99.996	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	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	0.523	99.474	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.406	99.477	0.116	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	99.964	0.036	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	9.774	90.224	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.007	99.950	0.030	0.000	0.000	0.000	0.014	0.000	0.000	3.508	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	0.231	99.715	0.040	0.000	0.000	0.000	0.009	0.005	0.000	4.785	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	0.384	99.611	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	0.184	99.797	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	0.375	99.623	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.000	99.920	0.080	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	99.953	0.047	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	99.866	0.134	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	99.922	0.078	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	99.840	0.160	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	99.953	0.047	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
64.599	29.439	5.962	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg153_o3_native_lto.cx7a_gcp_c2s30
48.462	17.701	33.792	0.042	0.003	0.000	0.000	0.000	0.000	0.000	0.017	pg153_o3_native_lto.cx7a1_gcp_c2s30
62.057	17.576	18.003	2.363	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg153_o3_native_lto.cx7a3_gcp_c2s30
65.722	25.528	8.750	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg153_o3_native_lto.cx7a4_gcp_c2s30
53.391	37.681	8.901	0.014	0.000	0.000	0.000	0.014	0.000	0.000	3.493	pg153_o3_native_lto.cx7a7_gcp_c2s30
65.868	21.363	12.745	0.009	0.002	0.000	0.000	0.010	0.003	0.000	4.779	pg153_o3_native_lto.cx7a10_gcp_c2s30
70.677	24.892	4.424	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg153_o3_native_lto.cx7a12_gcp_c2s30
67.297	19.500	13.194	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg153_o3_native_lto.cx7a15_gcp_c2s30
53.943	28.531	17.521	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg153_o3_native_lto.cx7a16_gcp_c2s30
62.960	16.071	20.950	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg153_o3_native_lto.cx7a23_gcp_c2s30
49.830	11.410	36.424	2.337	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg153_o3_native_lto.cx7a24_gcp_c2s30
50.908	22.840	26.191	0.061	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg153_o3_native_lto.cx7a25_gcp_c2s30
70.812	6.785	20.462	1.941	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg153_o3_native_lto.cx7a26_gcp_c2s30
53.476	23.043	23.458	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg153_o3_native_lto.cx7a27_gcp_c2s30
56.476	14.352	26.220	2.951	0.000	0.000	0.000	0.000	0.000	0.000	0.010	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
99.971	0.016	0.011	0.001	nonzero	0.000	nonzero	nonzero	0.000	0.000	2.752	pg153_o3_native_lto.cx7a_gcp_c2s30
99.974	0.017	0.008	nonzero	nonzero	nonzero	nonzero	nonzero	nonzero	0.000	4.301	pg153_o3_native_lto.cx7a1_gcp_c2s30
99.987	0.007	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg153_o3_native_lto.cx7a3_gcp_c2s30
99.983	0.010	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	pg153_o3_native_lto.cx7a4_gcp_c2s30
99.971	0.018	0.010	0.001	nonzero	0.000	nonzero	nonzero	nonzero	0.000	6.044	pg153_o3_native_lto.cx7a7_gcp_c2s30
99.972	0.016	0.010	0.001	nonzero	0.000	0.000	nonzero	nonzero	0.000	4.867	pg153_o3_native_lto.cx7a10_gcp_c2s30
99.974	0.016	0.009	nonzero	nonzero	nonzero	0.000	nonzero	0.000	0.000	3.704	pg153_o3_native_lto.cx7a12_gcp_c2s30
99.974	0.017	0.009	0.001	nonzero	nonzero	nonzero	nonzero	nonzero	0.000	5.108	pg153_o3_native_lto.cx7a15_gcp_c2s30
99.972	0.016	0.010	0.001	nonzero	0.000	nonzero	nonzero	nonzero	0.000	5.008	pg153_o3_native_lto.cx7a16_gcp_c2s30
99.979	0.015	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.062	pg153_o3_native_lto.cx7a23_gcp_c2s30
99.977	0.016	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg153_o3_native_lto.cx7a24_gcp_c2s30
99.978	0.016	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg153_o3_native_lto.cx7a25_gcp_c2s30
99.978	0.016	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg153_o3_native_lto.cx7a26_gcp_c2s30
99.986	0.009	0.005	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.068	pg153_o3_native_lto.cx7a27_gcp_c2s30
99.986	0.009	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.058	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	1.747	96.031	2.122	0.083	0.000	0.004	0.014	0.000	0.000	2.755	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.004	99.047	0.897	0.025	0.005	0.002	0.016	0.005	0.000	4.319	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	99.884	0.114	0.001	0.000	0.000	0.000	0.000	0.000	0.024	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	44.701	55.007	0.274	0.018	0.000	0.000	0.000	0.000	0.000	0.044	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.412	97.468	1.920	0.175	0.002	0.004	0.013	0.006	0.000	6.058	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	1.819	96.039	1.983	0.119	0.001	0.003	0.027	0.009	0.000	4.869	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	1.844	97.818	0.277	0.017	0.008	0.008	0.028	0.000	0.000	3.722	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	2.894	96.140	0.898	0.025	0.002	0.012	0.026	0.004	0.000	5.134	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	6.415	91.433	2.056	0.087	0.000	0.001	0.006	0.003	0.000	5.021	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	0.000	99.860	0.140	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	99.612	0.384	0.005	0.000	0.000	0.000	0.000	0.000	0.036	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	99.822	0.174	0.004	0.000	0.000	0.000	0.000	0.000	0.017	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	99.805	0.195	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	99.797	0.202	0.001	0.000	0.000	0.000	0.000	0.000	0.018	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	99.900	0.098	0.001	0.000	0.000	0.000	0.000	0.000	0.022	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
76.114	2.214	3.574	17.969	0.111	0.000	0.004	0.013	0.000	0.000	2.756	pg153_o3_native_lto.cx7a_gcp_c2s30
77.218	2.901	6.456	13.349	0.048	0.005	0.002	0.016	0.004	0.000	4.315	pg153_o3_native_lto.cx7a1_gcp_c2s30
76.840	1.429	4.303	15.321	2.108	0.000	0.000	0.000	0.000	0.000	0.036	pg153_o3_native_lto.cx7a3_gcp_c2s30
76.410	1.734	3.685	18.109	0.061	0.000	0.000	0.000	0.000	0.000	0.031	pg153_o3_native_lto.cx7a4_gcp_c2s30
75.227	2.590	1.717	20.154	0.288	0.002	0.004	0.013	0.006	0.000	6.058	pg153_o3_native_lto.cx7a7_gcp_c2s30
74.789	4.004	5.693	15.276	0.200	0.001	0.002	0.027	0.007	0.000	4.868	pg153_o3_native_lto.cx7a10_gcp_c2s30
74.527	2.825	5.598	16.990	0.018	0.006	0.008	0.027	0.000	0.000	3.709	pg153_o3_native_lto.cx7a12_gcp_c2s30
76.177	2.301	6.039	15.417	0.025	0.002	0.012	0.025	0.003	0.000	5.114	pg153_o3_native_lto.cx7a15_gcp_c2s30
76.915	11.368	6.327	5.351	0.030	0.000	0.002	0.006	0.003	0.000	5.005	pg153_o3_native_lto.cx7a16_gcp_c2s30
78.826	12.380	7.187	1.607	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg153_o3_native_lto.cx7a23_gcp_c2s30
80.154	1.559	2.714	14.494	1.078	0.000	0.000	0.000	0.000	0.000	0.038	pg153_o3_native_lto.cx7a24_gcp_c2s30
77.620	2.418	3.530	11.717	4.716	0.000	0.000	0.000	0.000	0.000	0.035	pg153_o3_native_lto.cx7a25_gcp_c2s30
76.865	5.277	9.948	7.910	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg153_o3_native_lto.cx7a26_gcp_c2s30
77.939	10.264	7.256	4.541	0.001	0.000	0.000	0.000	0.000	0.000	0.019	pg153_o3_native_lto.cx7a27_gcp_c2s30
76.941	4.445	10.217	8.390	0.007	0.000	0.000	0.000	0.000	0.000	0.021	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
99.935	0.044	0.017	0.003	nonzero	nonzero	nonzero	nonzero	0.000	0.000	2.196	pg153_o3_native_lto.cx7a_gcp_c2s30
99.941	0.045	0.013	0.001	nonzero	nonzero	0.000	nonzero	nonzero	0.000	6.135	pg153_o3_native_lto.cx7a1_gcp_c2s30
99.953	0.034	0.013	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.089	pg153_o3_native_lto.cx7a3_gcp_c2s30
99.955	0.031	0.013	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.069	pg153_o3_native_lto.cx7a4_gcp_c2s30
99.902	0.066	0.023	0.008	0.001	nonzero	nonzero	nonzero	nonzero	0.000	4.738	pg153_o3_native_lto.cx7a7_gcp_c2s30
99.933	0.046	0.018	0.003	nonzero	0.000	nonzero	nonzero	nonzero	0.000	5.261	pg153_o3_native_lto.cx7a10_gcp_c2s30
99.942	0.043	0.014	0.001	nonzero	nonzero	nonzero	nonzero	0.000	0.000	3.654	pg153_o3_native_lto.cx7a12_gcp_c2s30
99.938	0.044	0.015	0.002	nonzero	0.000	nonzero	nonzero	0.000	0.000	2.018	pg153_o3_native_lto.cx7a15_gcp_c2s30
99.939	0.042	0.016	0.003	nonzero	nonzero	nonzero	nonzero	nonzero	0.000	4.512	pg153_o3_native_lto.cx7a16_gcp_c2s30
99.936	0.047	0.015	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	pg153_o3_native_lto.cx7a23_gcp_c2s30
99.936	0.045	0.016	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.033	pg153_o3_native_lto.cx7a24_gcp_c2s30
99.933	0.048	0.016	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.047	pg153_o3_native_lto.cx7a25_gcp_c2s30
99.944	0.044	0.011	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg153_o3_native_lto.cx7a26_gcp_c2s30
99.958	0.032	0.009	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.091	pg153_o3_native_lto.cx7a27_gcp_c2s30
99.959	0.031	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.053	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	14.279	82.472	2.987	0.255	0.001	0.002	0.003	0.000	0.000	2.040	pg153_o3_native_lto.cx7a_gcp_c2s30
0.000	0.971	97.731	1.250	0.041	0.001	0.001	0.003	0.001	0.000	7.878	pg153_o3_native_lto.cx7a1_gcp_c2s30
0.000	0.000	99.286	0.690	0.024	0.000	0.000	0.000	0.000	0.000	0.025	pg153_o3_native_lto.cx7a3_gcp_c2s30
0.000	43.074	55.964	0.865	0.097	0.000	0.000	0.000	0.000	0.000	0.056	pg153_o3_native_lto.cx7a4_gcp_c2s30
0.000	0.238	94.568	4.469	0.702	0.003	0.002	0.015	0.003	0.000	4.754	pg153_o3_native_lto.cx7a7_gcp_c2s30
0.000	12.147	85.013	2.660	0.175	0.000	0.001	0.003	0.001	0.000	5.266	pg153_o3_native_lto.cx7a10_gcp_c2s30
0.000	14.893	84.592	0.476	0.023	0.003	0.004	0.010	0.000	0.000	3.721	pg153_o3_native_lto.cx7a12_gcp_c2s30
0.000	16.196	81.681	1.801	0.320	0.000	0.001	0.002	0.000	0.000	2.020	pg153_o3_native_lto.cx7a15_gcp_c2s30
0.000	26.077	70.638	3.085	0.182	0.002	0.004	0.010	0.001	0.000	4.515	pg153_o3_native_lto.cx7a16_gcp_c2s30
0.000	nonzero	96.307	3.568	0.125	0.000	0.000	0.000	0.000	0.000	0.046	pg153_o3_native_lto.cx7a23_gcp_c2s30
0.000	0.000	96.292	3.540	0.168	0.000	0.000	0.000	0.000	0.000	0.045	pg153_o3_native_lto.cx7a24_gcp_c2s30
0.000	0.000	97.441	2.309	0.250	0.000	0.000	0.000	0.000	0.000	0.056	pg153_o3_native_lto.cx7a25_gcp_c2s30
0.000	0.000	98.752	1.200	0.048	0.000	0.000	0.000	0.000	0.000	0.047	pg153_o3_native_lto.cx7a26_gcp_c2s30
0.000	0.000	99.461	0.523	0.015	nonzero	0.000	0.000	0.000	0.000	0.072	pg153_o3_native_lto.cx7a27_gcp_c2s30
0.000	0.000	99.430	0.544	0.026	0.000	0.000	0.000	0.000	0.000	0.057	pg153_o3_native_lto.cx7a28_gcp_c2s30

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
77.078	3.216	3.552	13.882	2.266	0.001	0.003	0.003	0.000	0.000	2.033	pg153_o3_native_lto.cx7a_gcp_c2s30
77.954	4.076	1.839	12.807	3.317	0.001	0.001	0.002	0.001	0.000	6.145	pg153_o3_native_lto.cx7a1_gcp_c2s30
77.160	3.337	3.217	9.202	7.084	0.000	0.000	0.000	0.000	0.000	0.046	pg153_o3_native_lto.cx7a3_gcp_c2s30
77.333	2.981	3.259	13.814	2.614	0.000	0.000	0.000	0.000	0.000	0.045	pg153_o3_native_lto.cx7a4_gcp_c2s30
77.335	3.099	2.869	13.841	2.835	0.002	0.002	0.013	0.003	0.000	4.604	pg153_o3_native_lto.cx7a7_gcp_c2s30
75.337	4.234	3.326	13.243	3.855	0.000	0.001	0.003	0.001	0.000	5.273	pg153_o3_native_lto.cx7a10_gcp_c2s30
77.172	2.818	3.995	13.016	2.982	0.003	0.002	0.010	0.000	0.000	3.731	pg153_o3_native_lto.cx7a12_gcp_c2s30
77.001	3.127	3.424	13.351	3.094	0.000	0.001	0.002	0.000	0.000	2.017	pg153_o3_native_lto.cx7a15_gcp_c2s30
77.547	7.232	4.724	10.392	0.089	0.002	0.003	0.010	0.001	0.000	4.514	pg153_o3_native_lto.cx7a16_gcp_c2s30
76.317	11.888	6.671	5.089	0.034	0.000	0.000	0.000	0.000	0.000	0.032	pg153_o3_native_lto.cx7a23_gcp_c2s30
74.845	5.679	1.827	10.260	7.388	0.001	0.000	0.000	0.000	0.000	0.066	pg153_o3_native_lto.cx7a24_gcp_c2s30
75.574	4.548	2.647	7.662	9.569	nonzero	0.000	0.000	0.000	0.000	0.085	pg153_o3_native_lto.cx7a25_gcp_c2s30
76.289	7.434	9.144	7.111	0.023	0.000	0.000	0.000	0.000	0.000	0.034	pg153_o3_native_lto.cx7a26_gcp_c2s30
78.638	7.380	6.352	7.616	0.014	nonzero	0.000	0.000	0.000	0.000	0.070	pg153_o3_native_lto.cx7a27_gcp_c2s30
78.792	3.644	8.931	8.612	0.021	0.000	0.000	0.000	0.000	0.000	0.058	pg153_o3_native_lto.cx7a28_gcp_c2s30