Introduction

This is a report for the insert benchmark with 80M 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 has is a c2d-standard-30 with HT off, 16 cores, 64G RAM, Ubuntu 22.04 and ext4 using SW RAID 0 and 2 NVMe devices. 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 table with a table per client. It loads 10M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 40m+10m rows per table with a delete per insert to avoid growing the table. It then does 6 read+write tests for 1800s each that do queries as fast as possible with 100,100,500,500,1000,1000 inserts/s and the same for deletes/s per client concurrent with the queries. The database is cached in memory. 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, l.i1 and l.i2, indexed docs (or rows) /s for l.x and queries/s for qr100, qp100 thru qr1000, qp1000" 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.i1l.i2qr100qp100qr500qp500qr1000qp1000
pg163_o2nofp.cx9a2a_nojit_c24r64 8510641632655222377492001008774529599204450649646644716
pg17beta1_o2nofp.cx9a2a_nojit_c24r64 824742156862922972046811101643455431019534505510105944643
pg17beta2_o2nofp.cx9a2a_nojit_c24r64 833333153846323205245845101929456361002914531510013044908

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.i1l.i2qr100qp100qr500qp500qr1000qp1000
pg163_o2nofp.cx9a2a_nojit_c24r64 1.001.001.001.001.001.001.001.001.001.00
pg17beta1_o2nofp.cx9a2a_nojit_c24r64 0.970.961.030.951.011.011.031.001.051.00
pg17beta2_o2nofp.cx9a2a_nojit_c24r64 0.980.941.040.931.011.011.011.011.041.00

This lists the average rate of inserts/s for the tests that do inserts concurrent with queries. For such tests the query rate is listed in the table above. The read+write tests are setup so that the insert rate should match the target rate every second. Cells that are not at least 95% of the target have a red background to indicate a failure to satisfy the target.

dbmsqr100.L1qp100.L2qr500.L3qp500.L4qr1000.L5qp1000.L6
pg163_o2nofp.cx9a2a_nojit_c24r647967963980398079607960
pg17beta1_o2nofp.cx9a2a_nojit_c24r647967963980398079607960
pg17beta2_o2nofp.cx9a2a_nojit_c24r647967963980398079607960
target8008004000400080008000

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
pg163_o2nofp.cx9a2a_nojit_c24r6498.2021.6870.0900.0030.0030.0150.921
pg17beta1_o2nofp.cx9a2a_nojit_c24r6493.2986.6430.0390.0030.0020.0150.914
pg17beta2_o2nofp.cx9a2a_nojit_c24r6493.8056.1220.0480.0060.0080.0120.896

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
851064	0	0	0.0	1538.8	371.0	0.000	0.000	0.002	0.446	78158	64.4	0.092	12	7.7	20.7	0.2	0.921	142448	12387	pg163_o2nofp.cx9a2a_nojit_c24r64
824742	0	0	0.0	1458.5	351.0	0.000	0.000	0.002	0.436	78740	62.0	0.095	12	7.7	20.7	0.2	0.914	134756	22582	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
833333	0	0	0.0	1450.8	351.1	0.000	0.000	0.002	0.431	78799	61.8	0.095	12	7.7	20.7	0.2	0.896	136056	18381	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

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
1632655	0	0	0.0	1229.5	457.4	0.000	0.000	0.001	0.287	17018	27.8	0.010	3	15.4	35.5	6.5	0.003	NA	NA	pg163_o2nofp.cx9a2a_nojit_c24r64
1568629	0	0	0.0	1138.9	421.4	0.000	0.000	0.001	0.275	8428	25.3	0.005	3	15.4	35.4	6.0	0.002	NA	NA	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
1538463	0	0	0.0	1123.5	414.7	0.000	0.000	0.001	0.276	7809	25.5	0.005	3	15.4	35.4	6.0	0.015	NA	NA	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

l.i1

l.i1: continue load after secondary indexes created with 50 inserts per transaction. 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
pg163_o2nofp.cx9a2a_nojit_c24r6416.51481.2772.0180.1860.004nonzero0.448
pg17beta1_o2nofp.cx9a2a_nojit_c24r6421.79276.5701.4470.1850.0050.0010.775
pg17beta2_o2nofp.cx9a2a_nojit_c24r6423.06375.4731.2760.1830.0050.0010.841

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
pg163_o2nofp.cx9a2a_nojit_c24r6425.84272.9281.0650.1620.003nonzero0.449
pg17beta1_o2nofp.cx9a2a_nojit_c24r6426.05172.9060.8750.1640.0030.0010.775
pg17beta2_o2nofp.cx9a2a_nojit_c24r6426.48872.5450.8010.1620.0040.0010.841

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
222377	0	0	0.0	1397.3	272.1	0.000	0.000	0.006	1.253	83168	74.0	0.374	53	22.9	87.0	15.5	0.448	29775	5544	pg163_o2nofp.cx9a2a_nojit_c24r64
229720	0	0	0.0	1453.5	282.8	0.000	0.000	0.006	1.261	75120	75.0	0.327	52	22.9	86.9	18.1	0.775	31316	5095	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
232052	0	0	0.0	1465.5	284.6	0.000	0.000	0.006	1.256	74310	74.8	0.320	52	22.9	86.9	8.9	0.841	32260	4845	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

l.i2

l.i2: continue load after secondary indexes created with 5 inserts per transaction. 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
pg163_o2nofp.cx9a2a_nojit_c24r6457.96340.8351.1990.0020.0010.057
pg17beta1_o2nofp.cx9a2a_nojit_c24r6468.01331.3760.610nonzerononzero0.050
pg17beta2_o2nofp.cx9a2a_nojit_c24r6467.03632.3600.6020.0010.001nonzero0.103

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
pg163_o2nofp.cx9a2a_nojit_c24r643.53372.21724.2450.0050.0010.057
pg17beta1_o2nofp.cx9a2a_nojit_c24r641.94869.61928.4290.0040.0010.051
pg17beta2_o2nofp.cx9a2a_nojit_c24r641.84574.48223.6680.0040.001nonzero0.086

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
49200	0	0	0.0	262.3	52.4	0.000	0.000	0.005	1.091	170633	71.3	3.468	232	22.8	86.8	14.5	0.057	5035	3272	pg163_o2nofp.cx9a2a_nojit_c24r64
46811	0	0	0.0	250.6	50.7	0.000	0.000	0.005	1.110	154173	68.9	3.294	236	22.8	86.9	0.8	0.050	5549	4096	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
45845	0	0	0.0	245.3	49.9	0.000	0.000	0.005	1.115	150809	66.4	3.290	232	22.8	86.9	0.4	0.103	5494	4225	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr100.L1

qr100.L1: 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
pg163_o2nofp.cx9a2a_nojit_c24r6499.9870.012nonzerononzero0.004
pg17beta1_o2nofp.cx9a2a_nojit_c24r6499.9830.0160.001nonzero0.004
pg17beta2_o2nofp.cx9a2a_nojit_c24r6499.9870.0120.001nonzero0.010

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
pg163_o2nofp.cx9a2a_nojit_c24r644.26795.6770.0560.007
pg17beta1_o2nofp.cx9a2a_nojit_c24r643.00396.9310.0660.007
pg17beta2_o2nofp.cx9a2a_nojit_c24r643.11196.8260.0620.007

Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg163_o2nofp.cx9a2a_nojit_c24r6485.62814.3720.003
pg17beta1_o2nofp.cx9a2a_nojit_c24r6477.87822.1220.004
pg17beta2_o2nofp.cx9a2a_nojit_c24r6475.69824.3020.003

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
796	100877	0	0.0	24.0	3.6	0.000	0.000	0.030	4.637	380504	48.2	3.772	76	22.8	86.8	0.4	0.004	12786	11619	pg163_o2nofp.cx9a2a_nojit_c24r64
796	101643	0	0.0	24.1	3.6	0.000	0.000	0.030	4.635	383799	48.2	3.776	76	22.8	86.8	0.4	0.004	12898	11731	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
796	101929	0	0.0	24.0	3.6	0.000	0.000	0.030	4.636	383749	48.2	3.765	76	22.8	86.9	0.4	0.010	12850	11651	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp100.L2

qp100.L2: point 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
pg163_o2nofp.cx9a2a_nojit_c24r6499.1740.8210.005nonzero0.010
pg17beta1_o2nofp.cx9a2a_nojit_c24r6499.1410.8540.0040.003
pg17beta2_o2nofp.cx9a2a_nojit_c24r6499.1570.8360.007nonzero0.011

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
pg163_o2nofp.cx9a2a_nojit_c24r640.66099.2670.0730.006
pg17beta1_o2nofp.cx9a2a_nojit_c24r640.11899.8190.0620.006
pg17beta2_o2nofp.cx9a2a_nojit_c24r640.47299.4550.0730.006

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
pg163_o2nofp.cx9a2a_nojit_c24r6433.66366.3090.0280.006
pg17beta1_o2nofp.cx9a2a_nojit_c24r646.42493.5490.0280.010
pg17beta2_o2nofp.cx9a2a_nojit_c24r6415.97983.9860.0350.013

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
796	45295	0	0.0	106.4	7.5	0.000	0.000	0.134	9.626	178330	50.9	3.937	180	22.8	86.8	0.4	0.010	5690	5548	pg163_o2nofp.cx9a2a_nojit_c24r64
796	45543	0	0.0	105.8	7.5	0.000	0.000	0.133	9.610	178608	51.2	3.922	180	22.8	86.7	4.1	0.003	5738	5610	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
796	45636	0	0.0	105.5	7.5	0.000	0.000	0.132	9.608	179955	50.9	3.943	178	22.8	86.7	4.0	0.011	5724	5596	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr500.L3

qr500.L3: 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
pg163_o2nofp.cx9a2a_nojit_c24r6499.9720.0230.004nonzerononzero0.027
pg17beta1_o2nofp.cx9a2a_nojit_c24r6499.9790.0180.003nonzerononzero0.028
pg17beta2_o2nofp.cx9a2a_nojit_c24r6499.9750.0220.003nonzerononzero0.038

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg163_o2nofp.cx9a2a_nojit_c24r6443.35755.9580.6570.0280.036
pg17beta1_o2nofp.cx9a2a_nojit_c24r6445.04854.4980.4300.0240.034
pg17beta2_o2nofp.cx9a2a_nojit_c24r6450.11149.4860.3820.0210.031

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
pg163_o2nofp.cx9a2a_nojit_c24r6464.74234.5940.6440.0190.034
pg17beta1_o2nofp.cx9a2a_nojit_c24r6456.02843.4060.5440.0220.031
pg17beta2_o2nofp.cx9a2a_nojit_c24r6459.53540.0260.4190.0190.033

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
3980	99204	0	0.0	166.3	10.6	0.000	0.000	0.042	2.721	369408	49.2	3.724	79	22.8	81.9	22.6	0.027	12435	11316	pg163_o2nofp.cx9a2a_nojit_c24r64
3980	101953	0	0.0	166.5	10.6	0.000	0.000	0.042	2.723	379606	49.5	3.723	78	22.8	81.8	22.4	0.028	12758	12179	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
3980	100291	0	0.0	166.1	10.6	0.000	0.000	0.042	2.720	373047	49.3	3.720	79	22.8	81.8	15.7	0.038	12551	11299	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp500.L4

qp500.L4: point 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
pg163_o2nofp.cx9a2a_nojit_c24r6498.9651.0120.0230.0010.016
pg17beta1_o2nofp.cx9a2a_nojit_c24r6498.8991.0810.020nonzero0.013
pg17beta2_o2nofp.cx9a2a_nojit_c24r6498.9521.0320.016nonzerononzero0.041

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg163_o2nofp.cx9a2a_nojit_c24r6435.29264.1670.5260.0140.024
pg17beta1_o2nofp.cx9a2a_nojit_c24r6431.63867.8920.4650.0060.019
pg17beta2_o2nofp.cx9a2a_nojit_c24r6450.35849.3920.2360.0150.022

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
pg163_o2nofp.cx9a2a_nojit_c24r6460.58838.9690.4400.0030.023
pg17beta1_o2nofp.cx9a2a_nojit_c24r6447.87651.5990.5230.0020.019
pg17beta2_o2nofp.cx9a2a_nojit_c24r6460.25139.5530.1910.0060.021

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
3980	45064	0	0.0	81.5	11.3	0.000	0.000	0.020	2.916	177511	51.6	3.939	183	22.8	77.5	16.0	0.016	5674	5471	pg163_o2nofp.cx9a2a_nojit_c24r64
3980	45055	0	0.0	79.8	11.3	0.000	0.000	0.020	2.910	177414	51.7	3.938	184	22.8	77.4	9.0	0.013	5663	5452	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
3980	45315	0	0.0	80.7	11.3	0.000	0.000	0.020	2.910	178004	51.6	3.928	182	22.8	77.4	2.8	0.041	5709	5546	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr1000.L5

qr1000.L5: 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
pg163_o2nofp.cx9a2a_nojit_c24r6499.9180.0670.0140.001nonzero0.037
pg17beta1_o2nofp.cx9a2a_nojit_c24r6499.9570.0350.0070.001nonzero0.040
pg17beta2_o2nofp.cx9a2a_nojit_c24r6499.9630.0300.0060.001nonzero0.038

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg163_o2nofp.cx9a2a_nojit_c24r6437.18161.0481.6860.0840.040
pg17beta1_o2nofp.cx9a2a_nojit_c24r6445.42753.2021.3180.0530.043
pg17beta2_o2nofp.cx9a2a_nojit_c24r6446.73751.8341.3450.0830.039

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
pg163_o2nofp.cx9a2a_nojit_c24r6459.23939.2031.4990.0590.041
pg17beta1_o2nofp.cx9a2a_nojit_c24r6455.46043.1071.3880.0450.042
pg17beta2_o2nofp.cx9a2a_nojit_c24r6456.59741.9951.3360.0710.050

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
7960	96466	0	0.0	89.3	14.4	0.000	0.000	0.011	1.853	356844	49.9	3.699	83	22.9	73.9	4.8	0.037	12243	10761	pg163_o2nofp.cx9a2a_nojit_c24r64
7960	101059	0	0.0	89.6	14.4	0.000	0.000	0.011	1.853	372964	50.5	3.691	80	22.9	73.8	3.1	0.040	12706	11891	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
7960	100130	0	0.0	89.4	14.4	0.000	0.000	0.011	1.850	369291	50.5	3.688	81	22.8	73.8	9.3	0.038	12626	12023	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp1000.L6

qp1000.L6: point 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
pg163_o2nofp.cx9a2a_nojit_c24r6498.7221.2280.0480.002nonzero0.032
pg17beta1_o2nofp.cx9a2a_nojit_c24r6498.6421.3100.0460.002nonzero0.045
pg17beta2_o2nofp.cx9a2a_nojit_c24r6498.7191.2300.0490.002nonzero0.039

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
pg163_o2nofp.cx9a2a_nojit_c24r6429.75067.8612.3090.0800.041
pg17beta1_o2nofp.cx9a2a_nojit_c24r6426.30971.2812.3250.0840.042
pg17beta2_o2nofp.cx9a2a_nojit_c24r6433.63264.0062.2880.074nonzero0.066

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
pg163_o2nofp.cx9a2a_nojit_c24r6455.38942.7881.7590.0640.039
pg17beta1_o2nofp.cx9a2a_nojit_c24r6449.97547.8722.0850.0680.043
pg17beta2_o2nofp.cx9a2a_nojit_c24r6453.10444.8391.9990.0580.048

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
7960	44716	0	0.0	92.6	14.7	0.000	0.000	0.012	1.891	176707	52.5	3.952	188	22.9	71.5	1.7	0.032	5626	5335	pg163_o2nofp.cx9a2a_nojit_c24r64
7960	44643	0	0.0	90.3	14.5	0.000	0.000	0.011	1.871	175774	52.5	3.937	188	22.9	71.4	19.4	0.045	5626	5306	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
7960	44908	0	0.0	91.2	14.6	0.000	0.000	0.011	1.878	177056	52.4	3.943	187	22.8	71.4	8.8	0.039	5653	5354	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

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
851064	0	0	0.0	1538.8	371.0	0.000	0.000	0.002	0.446	78158	64.4	0.092	12	7.7	20.7	0.2	0.921	142448	12387	pg163_o2nofp.cx9a2a_nojit_c24r64
824742	0	0	0.0	1458.5	351.0	0.000	0.000	0.002	0.436	78740	62.0	0.095	12	7.7	20.7	0.2	0.914	134756	22582	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
833333	0	0	0.0	1450.8	351.1	0.000	0.000	0.002	0.431	78799	61.8	0.095	12	7.7	20.7	0.2	0.896	136056	18381	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

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
1632655	0	0	0.0	1229.5	457.4	0.000	0.000	0.001	0.287	17018	27.8	0.010	3	15.4	35.5	6.5	0.003	NA	NA	pg163_o2nofp.cx9a2a_nojit_c24r64
1568629	0	0	0.0	1138.9	421.4	0.000	0.000	0.001	0.275	8428	25.3	0.005	3	15.4	35.4	6.0	0.002	NA	NA	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
1538463	0	0	0.0	1123.5	414.7	0.000	0.000	0.001	0.276	7809	25.5	0.005	3	15.4	35.4	6.0	0.015	NA	NA	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

l.i1

l.i1: continue load after secondary indexes created with 50 inserts per transaction

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
222377	0	0	0.0	1397.3	272.1	0.000	0.000	0.006	1.253	83168	74.0	0.374	53	22.9	87.0	15.5	0.448	29775	5544	pg163_o2nofp.cx9a2a_nojit_c24r64
229720	0	0	0.0	1453.5	282.8	0.000	0.000	0.006	1.261	75120	75.0	0.327	52	22.9	86.9	18.1	0.775	31316	5095	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
232052	0	0	0.0	1465.5	284.6	0.000	0.000	0.006	1.256	74310	74.8	0.320	52	22.9	86.9	8.9	0.841	32260	4845	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

l.i2

l.i2: continue load after secondary indexes created with 5 inserts per transaction

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
49200	0	0	0.0	262.3	52.4	0.000	0.000	0.005	1.091	170633	71.3	3.468	232	22.8	86.8	14.5	0.057	5035	3272	pg163_o2nofp.cx9a2a_nojit_c24r64
46811	0	0	0.0	250.6	50.7	0.000	0.000	0.005	1.110	154173	68.9	3.294	236	22.8	86.9	0.8	0.050	5549	4096	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
45845	0	0	0.0	245.3	49.9	0.000	0.000	0.005	1.115	150809	66.4	3.290	232	22.8	86.9	0.4	0.103	5494	4225	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr100.L1

qr100.L1: 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
796	100877	0	0.0	24.0	3.6	0.000	0.000	0.030	4.637	380504	48.2	3.772	76	22.8	86.8	0.4	0.004	12786	11619	pg163_o2nofp.cx9a2a_nojit_c24r64
796	101643	0	0.0	24.1	3.6	0.000	0.000	0.030	4.635	383799	48.2	3.776	76	22.8	86.8	0.4	0.004	12898	11731	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
796	101929	0	0.0	24.0	3.6	0.000	0.000	0.030	4.636	383749	48.2	3.765	76	22.8	86.9	0.4	0.010	12850	11651	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp100.L2

qp100.L2: point 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
796	45295	0	0.0	106.4	7.5	0.000	0.000	0.134	9.626	178330	50.9	3.937	180	22.8	86.8	0.4	0.010	5690	5548	pg163_o2nofp.cx9a2a_nojit_c24r64
796	45543	0	0.0	105.8	7.5	0.000	0.000	0.133	9.610	178608	51.2	3.922	180	22.8	86.7	4.1	0.003	5738	5610	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
796	45636	0	0.0	105.5	7.5	0.000	0.000	0.132	9.608	179955	50.9	3.943	178	22.8	86.7	4.0	0.011	5724	5596	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr500.L3

qr500.L3: 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
3980	99204	0	0.0	166.3	10.6	0.000	0.000	0.042	2.721	369408	49.2	3.724	79	22.8	81.9	22.6	0.027	12435	11316	pg163_o2nofp.cx9a2a_nojit_c24r64
3980	101953	0	0.0	166.5	10.6	0.000	0.000	0.042	2.723	379606	49.5	3.723	78	22.8	81.8	22.4	0.028	12758	12179	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
3980	100291	0	0.0	166.1	10.6	0.000	0.000	0.042	2.720	373047	49.3	3.720	79	22.8	81.8	15.7	0.038	12551	11299	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp500.L4

qp500.L4: point 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
3980	45064	0	0.0	81.5	11.3	0.000	0.000	0.020	2.916	177511	51.6	3.939	183	22.8	77.5	16.0	0.016	5674	5471	pg163_o2nofp.cx9a2a_nojit_c24r64
3980	45055	0	0.0	79.8	11.3	0.000	0.000	0.020	2.910	177414	51.7	3.938	184	22.8	77.4	9.0	0.013	5663	5452	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
3980	45315	0	0.0	80.7	11.3	0.000	0.000	0.020	2.910	178004	51.6	3.928	182	22.8	77.4	2.8	0.041	5709	5546	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr1000.L5

qr1000.L5: 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
7960	96466	0	0.0	89.3	14.4	0.000	0.000	0.011	1.853	356844	49.9	3.699	83	22.9	73.9	4.8	0.037	12243	10761	pg163_o2nofp.cx9a2a_nojit_c24r64
7960	101059	0	0.0	89.6	14.4	0.000	0.000	0.011	1.853	372964	50.5	3.691	80	22.9	73.8	3.1	0.040	12706	11891	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
7960	100130	0	0.0	89.4	14.4	0.000	0.000	0.011	1.850	369291	50.5	3.688	81	22.8	73.8	9.3	0.038	12626	12023	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp1000.L6

qp1000.L6: point 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
7960	44716	0	0.0	92.6	14.7	0.000	0.000	0.012	1.891	176707	52.5	3.952	188	22.9	71.5	1.7	0.032	5626	5335	pg163_o2nofp.cx9a2a_nojit_c24r64
7960	44643	0	0.0	90.3	14.5	0.000	0.000	0.011	1.871	175774	52.5	3.937	188	22.9	71.4	19.4	0.045	5626	5306	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
7960	44908	0	0.0	91.2	14.6	0.000	0.000	0.011	1.878	177056	52.4	3.943	187	22.8	71.4	8.8	0.039	5653	5354	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	98.202	1.687	0.090	0.003	0.003	0.015	0.000	0.000	0.000	0.921	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	93.298	6.643	0.039	0.003	0.002	0.015	0.000	0.000	0.000	0.914	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	93.805	6.122	0.048	0.006	0.008	0.012	0.000	0.000	0.000	0.896	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

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	16.514	81.277	2.018	0.186	0.004	nonzero	0.000	0.000	0.000	0.448	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	21.792	76.570	1.447	0.185	0.005	0.001	0.000	0.000	0.000	0.775	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	23.063	75.473	1.276	0.183	0.005	0.001	0.000	0.000	0.000	0.841	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	25.842	72.928	1.065	0.162	0.003	nonzero	0.000	0.000	0.000	0.449	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	26.051	72.906	0.875	0.164	0.003	0.001	0.000	0.000	0.000	0.775	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	26.488	72.545	0.801	0.162	0.004	0.001	0.000	0.000	0.000	0.841	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
57.963	40.835	1.199	0.002	0.001	0.000	0.000	0.000	0.000	0.000	0.057	pg163_o2nofp.cx9a2a_nojit_c24r64
68.013	31.376	0.610	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.050	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
67.036	32.360	0.602	0.001	0.001	nonzero	0.000	0.000	0.000	0.000	0.103	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
3.533	72.217	24.245	0.005	0.001	0.000	0.000	0.000	0.000	0.000	0.057	pg163_o2nofp.cx9a2a_nojit_c24r64
1.948	69.619	28.429	0.004	0.001	0.000	0.000	0.000	0.000	0.000	0.051	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
1.845	74.482	23.668	0.004	0.001	nonzero	0.000	0.000	0.000	0.000	0.086	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.987	0.012	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg163_o2nofp.cx9a2a_nojit_c24r64
99.983	0.016	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
99.987	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	4.267	95.677	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	3.003	96.931	0.066	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	3.111	96.826	0.062	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	85.628	14.372	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	77.878	22.122	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	75.698	24.302	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.174	0.821	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg163_o2nofp.cx9a2a_nojit_c24r64
99.141	0.854	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
99.157	0.836	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.660	99.267	0.073	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	0.118	99.819	0.062	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	0.472	99.455	0.073	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	33.663	66.309	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	6.424	93.549	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	15.979	83.986	0.035	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.972	0.023	0.004	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg163_o2nofp.cx9a2a_nojit_c24r64
99.979	0.018	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
99.975	0.022	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	43.357	55.958	0.657	0.028	0.000	0.000	0.000	0.000	0.000	0.036	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	45.048	54.498	0.430	0.024	0.000	0.000	0.000	0.000	0.000	0.034	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	50.111	49.486	0.382	0.021	0.000	0.000	0.000	0.000	0.000	0.031	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	64.742	34.594	0.644	0.019	0.000	0.000	0.000	0.000	0.000	0.034	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	56.028	43.406	0.544	0.022	0.000	0.000	0.000	0.000	0.000	0.031	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	59.535	40.026	0.419	0.019	0.000	0.000	0.000	0.000	0.000	0.033	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.965	1.012	0.023	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg163_o2nofp.cx9a2a_nojit_c24r64
98.899	1.081	0.020	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
98.952	1.032	0.016	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	35.292	64.167	0.526	0.014	0.000	0.000	0.000	0.000	0.000	0.024	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	31.638	67.892	0.465	0.006	0.000	0.000	0.000	0.000	0.000	0.019	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	50.358	49.392	0.236	0.015	0.000	0.000	0.000	0.000	0.000	0.022	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	60.588	38.969	0.440	0.003	0.000	0.000	0.000	0.000	0.000	0.023	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	47.876	51.599	0.523	0.002	0.000	0.000	0.000	0.000	0.000	0.019	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	60.251	39.553	0.191	0.006	0.000	0.000	0.000	0.000	0.000	0.021	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.918	0.067	0.014	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	pg163_o2nofp.cx9a2a_nojit_c24r64
99.957	0.035	0.007	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.040	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
99.963	0.030	0.006	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	37.181	61.048	1.686	0.084	0.000	0.000	0.000	0.000	0.000	0.040	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	45.427	53.202	1.318	0.053	0.000	0.000	0.000	0.000	0.000	0.043	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	46.737	51.834	1.345	0.083	0.000	0.000	0.000	0.000	0.000	0.039	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	59.239	39.203	1.499	0.059	0.000	0.000	0.000	0.000	0.000	0.041	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	55.460	43.107	1.388	0.045	0.000	0.000	0.000	0.000	0.000	0.042	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	56.597	41.995	1.336	0.071	0.000	0.000	0.000	0.000	0.000	0.050	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.722	1.228	0.048	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.032	pg163_o2nofp.cx9a2a_nojit_c24r64
98.642	1.310	0.046	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.045	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
98.719	1.230	0.049	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	29.750	67.861	2.309	0.080	0.000	0.000	0.000	0.000	0.000	0.041	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	26.309	71.281	2.325	0.084	0.000	0.000	0.000	0.000	0.000	0.042	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	33.632	64.006	2.288	0.074	nonzero	0.000	0.000	0.000	0.000	0.066	pg17beta2_o2nofp.cx9a2a_nojit_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	55.389	42.788	1.759	0.064	0.000	0.000	0.000	0.000	0.000	0.039	pg163_o2nofp.cx9a2a_nojit_c24r64
0.000	49.975	47.872	2.085	0.068	0.000	0.000	0.000	0.000	0.000	0.043	pg17beta1_o2nofp.cx9a2a_nojit_c24r64
0.000	53.104	44.839	1.999	0.058	0.000	0.000	0.000	0.000	0.000	0.048	pg17beta2_o2nofp.cx9a2a_nojit_c24r64