Introduction

This is a report for the insert benchmark with 40M docs and 1 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 8 AMD cores, 32G RAM and an NVMe SSD. It is described here as the Beelink SER7 7840HS. The benchmark was run with 1 client 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 1 table. It loads 40M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 50m+50m 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
pg9023_def.cx9a2_ser7 13333329629789033099205485894160606431156726570
pg9124_def.cx9a2_ser7 139373300753111672849222845771171726407175866429
pg9224_def.cx9a2_ser7 136054300753109864564272876136221866151210776368
pg9325_def.cx9a2_ser7 135135285715157362532274026156206666508190006508
pg9426_def.cx9a2_ser7 173913251573108312277272706632217156962193737002
pg9525_def.cx9a2_ser7 178571279721268825126260446741204476641187876621
pg9624_def.cx9a2_ser7 174672396040215405149270446382214666087192895927
pg1023_def.cx9a2_ser7 171674465117186223368272115937217615801197135993
pg1122_def.cx9a2_ser7 202020476192177863108281766010238226039207665980
pg1217_def.cx9a2_ser7 1951224597713407211481275975900243045980228195973
pg1313_def.cx9a2_ser7 203046459771295206035278766200253056026227126082
pg1410_def.cx9a2_ser7 198020465117411529497283315855259725800238855967
pg155_def.cx9a2_ser7 2040824878063626513072284145688257215824238285796
pg161_def.cx9a2_ser7 2040825000013603610917283325964258295996238575808

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
pg9023_def.cx9a2_ser7 1.001.001.001.001.001.001.001.001.001.00
pg9124_def.cx9a2_ser7 1.051.021.250.921.080.981.071.001.120.98
pg9224_def.cx9a2_ser7 1.021.021.231.471.331.041.380.961.340.97
pg9325_def.cx9a2_ser7 1.010.961.770.821.331.041.291.011.210.99
pg9426_def.cx9a2_ser7 1.300.851.220.731.331.131.351.081.241.07
pg9525_def.cx9a2_ser7 1.340.943.021.651.271.141.271.031.201.01
pg9624_def.cx9a2_ser7 1.311.342.421.661.321.081.340.951.230.90
pg1023_def.cx9a2_ser7 1.291.572.091.091.321.011.350.901.260.91
pg1122_def.cx9a2_ser7 1.521.612.001.001.371.021.480.941.330.91
pg1217_def.cx9a2_ser7 1.461.553.833.701.341.001.510.931.460.91
pg1313_def.cx9a2_ser7 1.521.553.321.951.361.051.580.941.450.93
pg1410_def.cx9a2_ser7 1.491.574.623.061.380.991.620.901.520.91
pg155_def.cx9a2_ser7 1.531.654.074.221.380.971.600.911.520.88
pg161_def.cx9a2_ser7 1.531.694.053.521.381.011.610.931.520.88

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
pg9023_def.cx9a2_ser7100100499499998998
pg9124_def.cx9a2_ser7100100499499998998
pg9224_def.cx9a2_ser7100100499499998998
pg9325_def.cx9a2_ser7100100499499998999
pg9426_def.cx9a2_ser7100100499499998999
pg9525_def.cx9a2_ser7100100499499998998
pg9624_def.cx9a2_ser7100100499499998998
pg1023_def.cx9a2_ser7100100499499998998
pg1122_def.cx9a2_ser7100100499499998998
pg1217_def.cx9a2_ser7100100499499998998
pg1313_def.cx9a2_ser7100100499499998998
pg1410_def.cx9a2_ser7100100499499998998
pg155_def.cx9a2_ser7100100499499998998
pg161_def.cx9a2_ser7100100499499998998
target10010050050010001000

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
pg9023_def.cx9a2_ser798.5600.9700.4040.0660.056
pg9124_def.cx9a2_ser799.2250.6730.1020.0010.054
pg9224_def.cx9a2_ser799.1490.7950.0550.0010.042
pg9325_def.cx9a2_ser798.9990.8950.1050.0010.056
pg9426_def.cx9a2_ser799.7360.1630.0990.0010.043
pg9525_def.cx9a2_ser799.9550.0450.002
pg9624_def.cx9a2_ser799.9510.0490.002
pg1023_def.cx9a2_ser799.9340.0660.002
pg1122_def.cx9a2_ser799.9740.0260.002
pg1217_def.cx9a2_ser799.9690.0310.002
pg1313_def.cx9a2_ser799.9680.0320.003
pg1410_def.cx9a2_ser799.9730.0270.003
pg155_def.cx9a2_ser799.9750.0250.002
pg161_def.cx9a2_ser799.9770.0230.002

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
133333	0	0	0.0	597.8	49.0	0.000	0.000	0.004	0.376	13869	9.6	0.104	6	3.8	4.0	1.1	0.056	132864	116978	pg9023_def.cx9a2_ser7
139373	0	0	0.0	631.0	51.2	0.000	0.000	0.005	0.376	14475	9.2	0.104	5	3.8	4.0	0.4	0.054	138348	131657	pg9124_def.cx9a2_ser7
136054	0	0	0.0	1725.7	50.2	0.000	0.000	0.013	0.378	17655	9.5	0.130	6	3.8	4.0	1.2	0.042	136153	111990	pg9224_def.cx9a2_ser7
135135	0	0	0.0	1460.6	55.9	0.000	0.000	0.011	0.423	16904	9.8	0.125	6	3.8	4.0	3.1	0.056	134860	120772	pg9325_def.cx9a2_ser7
173913	0	0	0.0	1513.8	70.8	0.000	0.000	0.009	0.417	20191	11.2	0.116	5	3.8	4.0	2.5	0.043	173040	156803	pg9426_def.cx9a2_ser7
178571	0	0	0.0	911.7	76.5	0.000	0.000	0.005	0.439	21430	10.7	0.120	5	3.8	10.4	1.2	0.002	178099	172212	pg9525_def.cx9a2_ser7
174672	0	0	0.0	210.0	74.7	0.000	0.000	0.001	0.438	21762	11.1	0.125	5	3.8	10.4	0.5	0.002	173606	167323	pg9624_def.cx9a2_ser7
171674	0	0	0.0	206.7	73.0	0.000	0.000	0.001	0.436	21469	10.8	0.125	5	3.8	10.4	0.5	0.002	170709	156731	pg1023_def.cx9a2_ser7
202020	0	0	0.0	241.0	84.8	0.000	0.000	0.001	0.430	25372	11.5	0.126	5	3.8	10.4	0.5	0.002	201680	188243	pg1122_def.cx9a2_ser7
195122	0	0	0.0	233.0	83.1	0.000	0.000	0.001	0.436	24664	11.7	0.126	5	3.8	10.4	4.0	0.002	194191	181902	pg1217_def.cx9a2_ser7
203046	0	0	0.0	246.0	87.7	0.000	0.000	0.001	0.442	25621	11.8	0.126	5	3.8	10.4	0.5	0.003	202581	190501	pg1313_def.cx9a2_ser7
198020	0	0	0.0	239.3	85.2	0.000	0.000	0.001	0.441	25991	11.4	0.131	5	3.8	10.4	3.4	0.003	196486	183793	pg1410_def.cx9a2_ser7
204082	0	0	0.0	245.9	87.9	0.000	0.000	0.001	0.441	26585	11.4	0.130	4	3.8	10.4	3.5	0.002	202582	190007	pg155_def.cx9a2_ser7
204082	0	0	0.0	245.2	87.8	0.000	0.000	0.001	0.440	26560	11.6	0.130	5	3.8	10.4	1.8	0.002	201774	187668	pg161_def.cx9a2_ser7

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
296297	0	0	0.0	596.7	81.9	0.000	0.000	0.002	0.283	296	6.1	0.001	2	7.7	7.9	3.5	0.002	NA	NA	pg9023_def.cx9a2_ser7
300753	0	0	0.0	584.5	83.1	0.000	0.000	0.002	0.283	454	6.1	0.002	2	7.7	7.9	3.5	0.002	NA	NA	pg9124_def.cx9a2_ser7
300753	0	0	0.0	721.7	83.9	0.000	0.000	0.002	0.286	435	6.0	0.001	2	7.7	7.9	3.5	0.002	NA	NA	pg9224_def.cx9a2_ser7
285715	0	0	0.0	623.6	89.1	0.000	0.000	0.002	0.319	468	6.2	0.002	2	7.7	7.9	4.0	0.002	NA	NA	pg9325_def.cx9a2_ser7
251573	0	0	0.0	510.0	77.4	0.000	0.000	0.002	0.315	392	6.4	0.002	2	7.7	7.9	4.0	0.002	NA	NA	pg9426_def.cx9a2_ser7
279721	0	0	0.0	193.8	88.9	0.000	0.000	0.001	0.326	687	5.9	0.002	2	7.7	17.7	4.0	0.002	NA	NA	pg9525_def.cx9a2_ser7
396040	0	0	0.0	275.8	124.2	0.000	0.000	0.001	0.321	1058	5.9	0.003	1	7.7	17.7	4.0	0.002	NA	NA	pg9624_def.cx9a2_ser7
465117	0	0	0.0	288.4	130.8	0.000	0.000	0.001	0.288	967	5.9	0.002	1	7.7	17.7	4.0	0.002	NA	NA	pg1023_def.cx9a2_ser7
476192	0	0	0.0	253.3	116.2	0.000	0.000	0.001	0.250	808	5.9	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg1122_def.cx9a2_ser7
459771	0	0	0.0	293.0	135.1	0.000	0.000	0.001	0.301	732	6.1	0.002	1	7.7	17.7	4.0	0.002	NA	NA	pg1217_def.cx9a2_ser7
459771	0	0	0.0	300.4	137.1	0.000	0.000	0.001	0.305	847	5.9	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg1313_def.cx9a2_ser7
465117	0	0	0.0	298.8	137.0	0.000	0.000	0.001	0.302	930	6.0	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg1410_def.cx9a2_ser7
487806	0	0	0.0	330.7	147.0	0.000	0.000	0.001	0.309	968	6.0	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg155_def.cx9a2_ser7
500001	0	0	0.0	356.0	161.6	0.000	0.000	0.001	0.331	896	5.9	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser771.05626.8572.0800.0060.121
pg9124_def.cx9a2_ser787.40711.6960.8460.0520.242
pg9224_def.cx9a2_ser781.14117.5841.0580.2160.0010.333
pg9325_def.cx9a2_ser70.82592.6215.5590.8970.099nonzero0.271
pg9426_def.cx9a2_ser72.71078.27718.0250.8910.0980.0010.385
pg9525_def.cx9a2_ser786.72113.2460.0110.022nonzerononzero0.259
pg9624_def.cx9a2_ser782.93817.0320.0220.0080.060
pg1023_def.cx9a2_ser779.74120.2280.0230.008nonzero0.068
pg1122_def.cx9a2_ser781.36018.6390.0010.0010.059
pg1217_def.cx9a2_ser788.15911.8330.0050.0030.056
pg1313_def.cx9a2_ser782.31217.6720.0120.0030.047
pg1410_def.cx9a2_ser781.11918.8700.0090.0030.047
pg155_def.cx9a2_ser782.90817.0710.0090.0120.039
pg161_def.cx9a2_ser781.76418.2270.0070.0020.040

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
pg9023_def.cx9a2_ser72.94067.54315.47911.8302.2040.0040.116
pg9124_def.cx9a2_ser75.45468.0561.03025.1460.3020.0120.157
pg9224_def.cx9a2_ser78.46466.3125.44419.3440.3580.0780.0010.304
pg9325_def.cx9a2_ser724.42756.71413.1040.2695.4300.0530.0020.0011.414
pg9426_def.cx9a2_ser724.34156.6960.91615.6142.3980.0330.0030.887
pg9525_def.cx9a2_ser776.1978.8807.6675.2811.9730.003nonzero0.296
pg9624_def.cx9a2_ser777.1917.8513.03511.2090.7120.002nonzero0.323
pg1023_def.cx9a2_ser773.0439.8600.81816.2570.0190.0020.217
pg1122_def.cx9a2_ser778.3624.3830.69516.2640.2950.058
pg1217_def.cx9a2_ser780.4108.7720.71910.0960.0040.054
pg1313_def.cx9a2_ser777.4436.7370.37915.4370.0030.045
pg1410_def.cx9a2_ser775.8947.17214.9731.9590.0020.045
pg155_def.cx9a2_ser777.6885.7949.2397.2700.0090.037
pg161_def.cx9a2_ser776.6936.35010.7746.1820.0010.040

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
8903	0	0	0.0	18204.9	315.4	0.000	0.001	2.045	36.279	7002	10.1	0.786	91	10.3	10.5	2.9	0.121	10288	2697	pg9023_def.cx9a2_ser7
11167	0	1	0.0	21750.7	392.4	0.000	0.001	1.948	35.979	7435	11.8	0.666	85	10.3	10.6	4.5	0.242	13085	3896	pg9124_def.cx9a2_ser7
10986	0	1	0.0	17267.5	396.0	0.000	0.001	1.572	36.912	10402	12.2	0.947	89	10.3	12.9	1.9	0.333	11295	3846	pg9224_def.cx9a2_ser7
15736	0	2	0.0	9232.4	390.5	0.000	0.001	0.587	25.411	15402	12.3	0.979	63	10.6	14.3	5.3	0.271	14733	2297	pg9325_def.cx9a2_ser7
10831	0	0	0.0	11445.7	294.4	0.000	0.000	1.057	27.830	9013	11.5	0.832	85	10.7	11.3	0.2	0.385	4294	2797	pg9426_def.cx9a2_ser7
26882	0	0	0.0	739.1	49.9	0.000	0.000	0.027	1.902	13019	10.4	0.484	31	10.7	48.8	9.0	0.259	6842	2198	pg9525_def.cx9a2_ser7
21540	0	0	0.0	136.2	40.7	0.000	0.000	0.006	1.932	11158	9.9	0.518	37	10.7	49.1	8.5	0.060	4343	2597	pg9624_def.cx9a2_ser7
18622	0	0	0.0	117.0	34.6	0.000	0.000	0.006	1.903	9642	9.5	0.518	41	10.7	48.7	8.5	0.068	4445	3246	pg1023_def.cx9a2_ser7
17786	0	0	0.0	91.4	26.7	0.000	0.000	0.005	1.535	9130	9.3	0.513	42	10.8	44.8	10.5	0.059	3996	3047	pg1122_def.cx9a2_ser7
34072	0	0	0.0	152.6	46.1	0.000	0.000	0.004	1.385	16976	11.7	0.498	27	10.6	43.3	7.1	0.056	23618	4845	pg1217_def.cx9a2_ser7
29520	0	0	0.0	132.3	40.0	0.000	0.000	0.004	1.387	14814	11.1	0.502	30	10.6	43.4	7.7	0.047	8940	5544	pg1313_def.cx9a2_ser7
41152	0	0	0.0	199.8	60.5	0.000	0.000	0.005	1.507	20834	12.1	0.506	24	10.4	44.7	9.2	0.047	52742	10638	pg1410_def.cx9a2_ser7
36265	0	0	0.0	175.6	53.4	0.000	0.000	0.005	1.507	18433	11.3	0.508	25	10.4	44.6	7.3	0.039	29567	6443	pg155_def.cx9a2_ser7
36036	0	0	0.0	176.8	53.2	0.000	0.000	0.005	1.510	18349	11.3	0.509	25	10.4	44.8	6.6	0.040	23824	6243	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser70.11392.9865.6701.2180.0130.040
pg9124_def.cx9a2_ser71.92595.7352.1500.1580.0300.0020.208
pg9224_def.cx9a2_ser73.02695.6051.1890.1450.0340.0020.151
pg9325_def.cx9a2_ser77.39990.6871.7440.1260.0420.0020.211
pg9426_def.cx9a2_ser714.30983.8121.7210.1220.0330.0030.240
pg9525_def.cx9a2_ser785.22914.766nonzero0.0030.0010.052
pg9624_def.cx9a2_ser784.89715.102nonzerononzero0.008
pg1023_def.cx9a2_ser782.59417.406nonzerononzero0.008
pg1122_def.cx9a2_ser780.53319.4660.0010.002
pg1217_def.cx9a2_ser784.09315.906nonzerononzero0.013
pg1313_def.cx9a2_ser787.99712.003nonzerononzero0.012
pg1410_def.cx9a2_ser781.21018.790nonzerononzerononzero0.035
pg155_def.cx9a2_ser784.76015.240nonzerononzero0.015
pg161_def.cx9a2_ser781.16718.833nonzero0.002

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
pg9023_def.cx9a2_ser770.3208.98410.7129.9180.067nonzero0.090
pg9124_def.cx9a2_ser771.2150.7183.92224.1260.0180.0010.111
pg9224_def.cx9a2_ser773.6507.56914.5474.2070.0250.0020.150
pg9325_def.cx9a2_ser780.5685.0345.6520.0478.6970.002nonzero0.737
pg9426_def.cx9a2_ser780.2830.5440.01019.1320.0280.003nonzero0.385
pg9525_def.cx9a2_ser784.8250.8592.64711.6390.029nonzero0.185
pg9624_def.cx9a2_ser783.9241.8485.5717.6021.054nonzero0.128
pg1023_def.cx9a2_ser782.7100.040nonzero17.250nonzerononzero0.069
pg1122_def.cx9a2_ser780.6290.0330.00319.335nonzero0.019
pg1217_def.cx9a2_ser780.2218.02111.4940.264nonzero0.026
pg1313_def.cx9a2_ser784.0687.7620.5157.655nonzero0.023
pg1410_def.cx9a2_ser780.2450.10219.3730.279nonzero0.035
pg155_def.cx9a2_ser784.3170.21815.4650.004
pg161_def.cx9a2_ser780.6190.15119.2300.0010.007

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
3099	0	13	0.2	6351.4	106.5	0.004	0.066	2.050	35.204	13244	8.5	4.274	219	10.4	10.7	2.1	0.040	484	390	pg9023_def.cx9a2_ser7
2849	0	13	0.2	5665.9	96.5	0.004	0.063	1.989	34.670	11733	8.6	4.118	241	10.5	10.9	1.3	0.208	959	594	pg9124_def.cx9a2_ser7
4564	0	18	0.3	9086.8	160.4	0.004	0.062	1.991	35.977	20165	10.0	4.418	175	10.5	10.9	3.6	0.151	1848	375	pg9224_def.cx9a2_ser7
2532	0	12	0.2	4861.6	86.7	0.005	0.066	1.920	35.069	11420	8.1	4.510	256	10.9	11.2	8.2	0.211	280	250	pg9325_def.cx9a2_ser7
2277	0	0	0.0	4089.6	74.2	0.000	0.000	1.796	33.353	10526	8.1	4.622	285	10.9	11.2	8.9	0.240	499	390	pg9426_def.cx9a2_ser7
5126	0	0	0.0	301.9	8.3	0.000	0.000	0.059	1.649	20705	8.1	4.040	126	11.0	51.0	5.5	0.052	764	539	pg9525_def.cx9a2_ser7
5149	0	0	0.0	34.9	7.9	0.000	0.000	0.007	1.565	23780	8.6	4.618	134	11.1	51.1	11.0	0.008	769	245	pg9624_def.cx9a2_ser7
3368	0	0	0.0	32.3	6.1	0.000	0.000	0.010	1.852	15416	8.1	4.577	192	11.1	50.1	8.8	0.008	624	420	pg1023_def.cx9a2_ser7
3108	0	0	0.0	34.4	6.9	0.000	0.000	0.011	2.267	14464	8.1	4.653	208	11.1	45.2	8.6	0.002	644	434	pg1122_def.cx9a2_ser7
11481	0	0	0.0	77.5	21.2	0.000	0.000	0.007	1.891	52730	11.3	4.593	79	10.8	49.4	6.8	0.013	3667	525	pg1217_def.cx9a2_ser7
6035	0	0	0.0	48.9	11.3	0.000	0.000	0.008	1.909	27938	9.1	4.629	121	10.8	45.8	8.5	0.012	594	524	pg1313_def.cx9a2_ser7
9497	0	0	0.0	52.5	14.5	0.000	0.000	0.006	1.564	43396	9.9	4.570	83	10.5	50.5	0.4	0.035	2577	1224	pg1410_def.cx9a2_ser7
13072	0	0	0.0	70.0	20.0	0.000	0.000	0.005	1.566	59351	10.9	4.540	67	10.6	50.6	6.4	0.015	3571	1823	pg155_def.cx9a2_ser7
10917	0	0	0.0	58.6	16.5	0.000	0.000	0.005	1.550	50451	10.4	4.621	76	10.5	50.6	6.8	0.002	3136	1543	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser799.9860.013nonzero0.001nonzero0.017
pg9124_def.cx9a2_ser799.9890.010nonzero0.0010.010
pg9224_def.cx9a2_ser799.9950.005nonzero0.009
pg9325_def.cx9a2_ser799.9950.005nonzero0.002
pg9426_def.cx9a2_ser799.9950.0050.001
pg9525_def.cx9a2_ser799.9940.0060.001
pg9624_def.cx9a2_ser799.9950.0050.001
pg1023_def.cx9a2_ser799.9940.006nonzero0.002
pg1122_def.cx9a2_ser799.9940.006nonzero0.001
pg1217_def.cx9a2_ser799.9950.005nonzero0.001
pg1313_def.cx9a2_ser799.9950.0050.001
pg1410_def.cx9a2_ser799.9950.005nonzero0.004
pg155_def.cx9a2_ser799.9950.005nonzero0.005
pg161_def.cx9a2_ser799.9950.005nonzero0.003

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
pg9023_def.cx9a2_ser711.08383.0005.9170.027
pg9124_def.cx9a2_ser715.55684.4440.013
pg9224_def.cx9a2_ser710.77889.2220.011
pg9325_def.cx9a2_ser721.91778.0830.010
pg9426_def.cx9a2_ser713.16786.8330.009
pg9525_def.cx9a2_ser70.25099.4170.3330.007
pg9624_def.cx9a2_ser70.11199.5830.3060.007
pg1023_def.cx9a2_ser70.08399.6940.2220.007
pg1122_def.cx9a2_ser70.44499.4720.0830.007
pg1217_def.cx9a2_ser70.33399.3890.2780.006
pg1313_def.cx9a2_ser70.44499.2780.2780.006
pg1410_def.cx9a2_ser70.88998.8060.3060.006
pg155_def.cx9a2_ser70.72299.0280.2500.006
pg161_def.cx9a2_ser70.61199.1670.2220.006

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
pg9023_def.cx9a2_ser70.05614.91782.9442.0280.0560.020
pg9124_def.cx9a2_ser70.05620.55678.8890.5000.005
pg9224_def.cx9a2_ser70.02817.33379.4723.1670.013
pg9325_def.cx9a2_ser70.02817.55680.3612.0560.013
pg9426_def.cx9a2_ser70.19419.72267.69412.3890.006
pg9525_def.cx9a2_ser718.00073.0838.9170.006
pg9624_def.cx9a2_ser70.02827.30672.0280.6390.004
pg1023_def.cx9a2_ser718.91780.7780.3060.005
pg1122_def.cx9a2_ser70.02820.38978.9440.6390.004
pg1217_def.cx9a2_ser70.44452.41747.1390.002
pg1313_def.cx9a2_ser73.16751.16745.6670.003
pg1410_def.cx9a2_ser70.11151.52848.3610.002
pg155_def.cx9a2_ser70.11158.30641.5830.003
pg161_def.cx9a2_ser70.02851.88948.0830.002

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
100	20548	1	0.0	204.4	3.0	0.000	0.001	2.048	30.920	78599	5.0	3.825	19	10.4	10.6	0.3	0.017	19638	15742	pg9023_def.cx9a2_ser7
100	22284	2	0.0	203.4	3.0	0.000	0.001	2.038	30.961	85212	4.9	3.824	18	10.5	10.7	0.3	0.010	24464	15902	pg9124_def.cx9a2_ser7
100	27287	0	0.0	204.6	3.0	0.000	0.000	2.052	31.005	104325	4.3	3.823	13	10.5	10.6	0.2	0.009	27397	22264	pg9224_def.cx9a2_ser7
100	27402	0	0.0	219.0	3.0	0.000	0.000	2.195	30.972	104744	4.6	3.823	13	10.9	11.0	1.7	0.002	27490	21896	pg9325_def.cx9a2_ser7
100	27270	0	0.0	220.5	3.0	0.000	0.000	2.210	31.110	104229	4.3	3.822	13	10.9	11.0	2.7	0.001	27440	21048	pg9426_def.cx9a2_ser7
100	26044	0	0.0	7.8	0.8	0.000	0.000	0.078	7.860	99489	4.5	3.820	14	11.0	50.4	11.2	0.001	26290	19387	pg9525_def.cx9a2_ser7
100	27044	0	0.0	8.6	0.8	0.000	0.000	0.086	8.259	103351	4.0	3.822	12	11.1	50.6	11.3	0.001	27139	21656	pg9624_def.cx9a2_ser7
100	27211	0	0.0	10.0	0.8	0.000	0.000	0.100	8.527	103985	4.3	3.821	13	11.1	50.1	11.3	0.002	27307	21624	pg1023_def.cx9a2_ser7
100	28176	0	0.0	8.7	0.8	0.000	0.000	0.087	8.311	107672	4.1	3.821	12	11.1	42.5	1.4	0.001	28242	25300	pg1122_def.cx9a2_ser7
100	27597	0	0.0	9.5	0.8	0.000	0.000	0.095	8.462	105518	4.4	3.824	13	10.8	49.4	2.7	0.001	27825	20250	pg1217_def.cx9a2_ser7
100	27876	0	0.0	9.1	0.8	0.000	0.000	0.091	8.325	106522	4.0	3.821	11	10.8	45.8	0.5	0.001	28049	20508	pg1313_def.cx9a2_ser7
100	28331	0	0.0	8.4	0.8	0.000	0.000	0.084	8.307	108221	4.0	3.820	11	10.5	50.5	0.7	0.004	28466	20859	pg1410_def.cx9a2_ser7
100	28414	0	0.0	8.2	0.8	0.000	0.000	0.082	8.228	108515	4.0	3.819	11	10.6	50.6	0.5	0.005	28487	25253	pg155_def.cx9a2_ser7
100	28332	0	0.0	8.2	0.8	0.000	0.000	0.082	8.269	108204	4.1	3.819	12	10.5	50.6	0.5	0.003	28610	20778	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser798.6641.335nonzerononzero0.010
pg9124_def.cx9a2_ser798.1461.853nonzerononzero0.012
pg9224_def.cx9a2_ser799.4930.5060.001nonzero0.012
pg9325_def.cx9a2_ser799.3050.6850.009nonzero0.010
pg9426_def.cx9a2_ser799.7860.214nonzero0.003
pg9525_def.cx9a2_ser799.8490.151nonzero0.001
pg9624_def.cx9a2_ser799.6790.321nonzero0.001
pg1023_def.cx9a2_ser799.6040.396nonzero0.002
pg1122_def.cx9a2_ser799.6770.323nonzero0.001
pg1217_def.cx9a2_ser799.7040.295nonzero0.001
pg1313_def.cx9a2_ser799.7120.288nonzero0.001
pg1410_def.cx9a2_ser799.6240.376nonzerononzero0.010
pg155_def.cx9a2_ser799.6680.332nonzerononzero0.004
pg161_def.cx9a2_ser799.6560.344nonzero0.001

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
pg9023_def.cx9a2_ser730.13965.2504.6110.026
pg9124_def.cx9a2_ser734.22265.6940.0830.019
pg9224_def.cx9a2_ser731.77868.2220.010
pg9325_def.cx9a2_ser734.27865.7220.009
pg9426_def.cx9a2_ser732.27867.6940.0280.016
pg9525_def.cx9a2_ser70.02899.6670.3060.006
pg9624_def.cx9a2_ser70.13999.8060.0560.006
pg1023_def.cx9a2_ser799.7220.2780.006
pg1122_def.cx9a2_ser70.36199.5560.0830.007
pg1217_def.cx9a2_ser70.33399.4170.2500.006
pg1313_def.cx9a2_ser70.52899.3610.1110.007
pg1410_def.cx9a2_ser70.55699.2220.2220.006
pg155_def.cx9a2_ser70.72299.1390.1390.006
pg161_def.cx9a2_ser70.11199.7220.1670.006

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
pg9023_def.cx9a2_ser739.30659.3061.3890.022
pg9124_def.cx9a2_ser738.00062.0000.010
pg9224_def.cx9a2_ser738.16761.8330.011
pg9325_def.cx9a2_ser737.77862.2220.014
pg9426_def.cx9a2_ser743.16756.8330.014
pg9525_def.cx9a2_ser730.47269.5280.011
pg9624_def.cx9a2_ser741.75058.2500.010
pg1023_def.cx9a2_ser735.80664.1940.010
pg1122_def.cx9a2_ser733.13966.8610.011
pg1217_def.cx9a2_ser75.44493.6670.8890.004
pg1313_def.cx9a2_ser711.33387.8060.8610.005
pg1410_def.cx9a2_ser78.52890.8060.6670.005
pg155_def.cx9a2_ser77.38992.2780.3330.005
pg161_def.cx9a2_ser77.22289.1673.6110.004

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
100	5894	77	0.6	214.1	3.4	0.013	0.108	2.145	34.535	24497	6.9	4.156	94	10.4	10.6	2.1	0.010	5642	3579	pg9023_def.cx9a2_ser7
100	5771	80	0.7	210.0	3.3	0.014	0.116	2.104	34.112	23992	6.0	4.158	83	10.5	10.7	2.3	0.012	5498	3004	pg9124_def.cx9a2_ser7
100	6136	62	0.6	214.8	3.4	0.010	0.097	2.153	34.523	25319	6.3	4.127	82	10.5	10.6	4.3	0.012	5450	3787	pg9224_def.cx9a2_ser7
100	6156	90	0.8	349.6	4.0	0.015	0.141	3.503	41.286	25885	6.4	4.205	83	10.9	11.0	1.1	0.010	5768	2589	pg9325_def.cx9a2_ser7
100	6632	0	0.0	347.2	4.0	0.000	0.000	3.479	40.736	27659	6.5	4.170	78	10.9	11.0	2.5	0.003	6153	5242	pg9426_def.cx9a2_ser7
100	6741	0	0.0	123.1	1.9	0.000	0.000	1.234	19.073	27654	6.4	4.102	76	11.0	47.4	11.2	0.001	6222	5226	pg9525_def.cx9a2_ser7
100	6382	0	0.0	73.7	1.8	0.000	0.000	0.738	18.939	26207	6.5	4.106	81	11.1	47.2	11.3	0.001	6137	5099	pg9624_def.cx9a2_ser7
100	5937	0	0.0	73.8	1.8	0.000	0.000	0.739	18.897	24425	6.6	4.114	89	11.1	47.0	11.3	0.002	5626	4171	pg1023_def.cx9a2_ser7
100	6010	0	0.0	74.1	1.8	0.000	0.000	0.743	18.917	24707	6.7	4.111	89	11.1	41.3	2.6	0.001	5562	4203	pg1122_def.cx9a2_ser7
100	5900	0	0.0	72.7	1.8	0.000	0.000	0.728	18.866	24268	6.7	4.113	91	10.8	48.5	1.0	0.001	5434	4219	pg1217_def.cx9a2_ser7
100	6200	0	0.0	73.6	1.8	0.000	0.000	0.738	18.888	25475	6.7	4.109	86	10.8	45.2	1.4	0.001	5726	4330	pg1313_def.cx9a2_ser7
100	5855	0	0.0	72.4	1.8	0.000	0.000	0.725	18.808	24109	6.6	4.118	90	10.5	50.1	0.7	0.010	5418	4171	pg1410_def.cx9a2_ser7
100	5688	0	0.0	73.0	1.8	0.000	0.000	0.731	18.810	23167	6.6	4.073	93	10.6	50.2	1.6	0.004	5225	4156	pg155_def.cx9a2_ser7
100	5964	0	0.0	72.5	1.8	0.000	0.000	0.726	18.833	24253	6.7	4.066	90	10.5	50.2	1.0	0.001	5579	4587	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser799.9660.031nonzero0.003nonzero0.021
pg9124_def.cx9a2_ser799.9820.018nonzerononzero0.012
pg9224_def.cx9a2_ser799.9910.009nonzerononzero0.013
pg9325_def.cx9a2_ser799.9850.0140.001nonzero0.014
pg9426_def.cx9a2_ser799.9920.008nonzero0.003
pg9525_def.cx9a2_ser799.9910.009nonzero0.002
pg9624_def.cx9a2_ser799.9910.009nonzero0.002
pg1023_def.cx9a2_ser799.9910.009nonzerononzero0.004
pg1122_def.cx9a2_ser799.9930.007nonzero0.002
pg1217_def.cx9a2_ser799.9930.007nonzero0.002
pg1313_def.cx9a2_ser799.9940.006nonzero0.003
pg1410_def.cx9a2_ser799.9940.006nonzerononzero0.004
pg155_def.cx9a2_ser799.9940.006nonzerononzero0.004
pg161_def.cx9a2_ser799.9940.006nonzero0.002

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
pg9023_def.cx9a2_ser79.59484.9175.4890.029
pg9124_def.cx9a2_ser736.26163.5670.1720.022
pg9224_def.cx9a2_ser717.73982.2560.0060.017
pg9325_def.cx9a2_ser715.20084.7940.0060.016
pg9426_def.cx9a2_ser718.95081.0440.0060.020
pg9525_def.cx9a2_ser71.60698.3610.0330.007
pg9624_def.cx9a2_ser73.02896.9440.0280.006
pg1023_def.cx9a2_ser72.93996.9720.0890.007
pg1122_def.cx9a2_ser75.55694.4390.0060.006
pg1217_def.cx9a2_ser75.72294.2330.0440.006
pg1313_def.cx9a2_ser74.67895.3110.0110.006
pg1410_def.cx9a2_ser79.03990.9560.0060.006
pg155_def.cx9a2_ser76.88993.0670.0440.006
pg161_def.cx9a2_ser76.85093.1440.0060.006

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
pg9023_def.cx9a2_ser728.56770.5060.4390.4280.0610.021
pg9124_def.cx9a2_ser725.92869.0331.0563.9830.009
pg9224_def.cx9a2_ser730.32867.8000.5111.3610.011
pg9325_def.cx9a2_ser727.66166.7060.3115.3220.013
pg9426_def.cx9a2_ser733.23365.5610.0111.1940.012
pg9525_def.cx9a2_ser745.67853.9170.0720.3330.008
pg9624_def.cx9a2_ser732.56762.8000.9393.6940.010
pg1023_def.cx9a2_ser737.82254.2671.2946.6170.009
pg1122_def.cx9a2_ser734.56157.2110.9337.2940.010
pg1217_def.cx9a2_ser734.96161.8833.1500.0060.006
pg1313_def.cx9a2_ser736.79460.8832.2830.0390.006
pg1410_def.cx9a2_ser738.60657.5613.8000.0330.006
pg155_def.cx9a2_ser736.63358.3335.0280.0060.006
pg161_def.cx9a2_ser730.47860.7178.7060.1000.006

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
499	16060	2	0.0	1025.1	15.4	0.000	0.001	2.055	31.531	61712	5.7	3.842	28	10.5	10.6	3.4	0.021	15008	13263	pg9023_def.cx9a2_ser7
499	17172	1	0.0	1022.2	15.3	0.000	0.000	2.049	31.409	65939	5.7	3.840	27	10.5	10.7	3.7	0.012	17737	13521	pg9124_def.cx9a2_ser7
499	22186	1	0.0	1037.6	15.3	0.000	0.000	2.079	31.434	85047	5.2	3.833	19	10.5	10.6	0.5	0.013	23671	17564	pg9224_def.cx9a2_ser7
499	20666	3	0.0	1094.3	15.4	0.000	0.002	2.194	31.630	79480	5.4	3.846	21	10.9	11.1	5.5	0.014	19419	15311	pg9325_def.cx9a2_ser7
499	21715	0	0.0	1096.1	15.3	0.000	0.000	2.197	31.506	83437	5.3	3.842	20	10.9	11.0	1.9	0.003	20195	17961	pg9426_def.cx9a2_ser7
499	20447	0	0.0	123.8	2.6	0.000	0.000	0.248	5.433	78309	5.0	3.830	20	11.0	46.1	11.2	0.002	19115	17485	pg9525_def.cx9a2_ser7
499	21466	0	0.0	76.8	2.6	0.000	0.000	0.154	5.438	82324	5.0	3.835	19	11.1	45.9	11.3	0.002	22710	17576	pg9624_def.cx9a2_ser7
499	21761	0	0.0	76.2	2.7	0.000	0.000	0.153	5.540	83395	5.1	3.832	19	11.1	45.7	11.3	0.004	20457	17916	pg1023_def.cx9a2_ser7
499	23822	0	0.0	76.7	2.7	0.000	0.000	0.154	5.468	91306	4.9	3.833	16	11.1	40.0	1.9	0.002	24745	18339	pg1122_def.cx9a2_ser7
499	24304	0	0.0	75.4	2.7	0.000	0.000	0.151	5.501	93099	4.9	3.831	16	10.8	47.2	1.8	0.002	25173	18900	pg1217_def.cx9a2_ser7
499	25305	0	0.0	76.4	2.7	0.000	0.000	0.153	5.458	96907	4.8	3.830	15	10.8	43.9	1.9	0.003	25555	18524	pg1313_def.cx9a2_ser7
499	25972	0	0.0	73.6	2.6	0.000	0.000	0.147	5.305	99402	4.7	3.827	14	10.5	48.9	1.9	0.004	26165	19485	pg1410_def.cx9a2_ser7
499	25721	0	0.0	74.3	2.6	0.000	0.000	0.149	5.305	98408	4.7	3.826	15	10.6	49.0	5.1	0.004	25912	19410	pg155_def.cx9a2_ser7
499	25829	0	0.0	73.5	2.6	0.000	0.000	0.147	5.301	98878	4.8	3.828	15	10.6	48.9	0.9	0.002	26056	19195	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser799.6150.385nonzero0.002
pg9124_def.cx9a2_ser799.5190.481nonzero0.003
pg9224_def.cx9a2_ser799.7240.276nonzero0.001
pg9325_def.cx9a2_ser799.6850.315nonzerononzerononzero0.024
pg9426_def.cx9a2_ser799.7630.237nonzerononzerononzero0.056
pg9525_def.cx9a2_ser799.8160.184nonzero0.003
pg9624_def.cx9a2_ser799.7480.252nonzerononzero0.004
pg1023_def.cx9a2_ser799.6050.394nonzero0.002
pg1122_def.cx9a2_ser799.5650.435nonzero0.001
pg1217_def.cx9a2_ser799.6070.393nonzero0.002
pg1313_def.cx9a2_ser799.6900.310nonzero0.001
pg1410_def.cx9a2_ser799.6450.355nonzerononzero0.006
pg155_def.cx9a2_ser799.6300.370nonzero0.001
pg161_def.cx9a2_ser799.6930.307nonzerononzero0.005

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
pg9023_def.cx9a2_ser733.31761.7674.9170.033
pg9124_def.cx9a2_ser770.41729.3280.2560.037
pg9224_def.cx9a2_ser737.28362.6560.0610.043
pg9325_def.cx9a2_ser743.51156.4390.0500.031
pg9426_def.cx9a2_ser755.85644.1060.0390.056
pg9525_def.cx9a2_ser720.26779.7060.0220.0060.037
pg9624_def.cx9a2_ser717.31782.6720.0110.006
pg1023_def.cx9a2_ser714.38385.6060.0110.006
pg1122_def.cx9a2_ser720.85079.1390.0110.006
pg1217_def.cx9a2_ser718.96181.0330.0060.006
pg1313_def.cx9a2_ser719.63380.3560.0110.006
pg1410_def.cx9a2_ser719.43380.5560.0110.014
pg155_def.cx9a2_ser717.07882.9060.0110.0060.024
pg161_def.cx9a2_ser720.92879.0610.0110.010

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
pg9023_def.cx9a2_ser725.56139.22224.04410.8280.3440.026
pg9124_def.cx9a2_ser725.32837.05025.83911.7780.0060.020
pg9224_def.cx9a2_ser719.26140.80624.42215.4890.0220.036
pg9325_def.cx9a2_ser737.26752.20610.3830.1440.015
pg9426_def.cx9a2_ser744.88943.81711.0500.2330.0110.017
pg9525_def.cx9a2_ser742.68946.77210.4390.0940.0060.036
pg9624_def.cx9a2_ser744.11743.97211.7940.1170.005
pg1023_def.cx9a2_ser740.37246.91111.6221.0940.005
pg1122_def.cx9a2_ser742.70047.5449.7390.0170.004
pg1217_def.cx9a2_ser743.31152.1334.5560.002
pg1313_def.cx9a2_ser738.61157.0784.3110.003
pg1410_def.cx9a2_ser738.66155.3725.9670.002
pg155_def.cx9a2_ser735.36759.8444.7890.002
pg161_def.cx9a2_ser739.78954.4675.7390.0060.005

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
499	6431	2	0.1	1172.5	21.0	0.000	0.017	2.349	42.994	26640	7.5	4.142	93	10.5	10.6	7.2	0.002	5977	5130	pg9023_def.cx9a2_ser7
499	6407	2	0.1	1158.0	20.7	0.000	0.020	2.320	42.480	26512	6.8	4.138	85	10.5	10.7	3.4	0.003	6041	5102	pg9124_def.cx9a2_ser7
499	6151	1	0.0	1167.0	20.6	0.000	0.006	2.338	42.281	25476	7.1	4.142	92	10.5	10.7	4.2	0.001	5658	4299	pg9224_def.cx9a2_ser7
499	6508	2	0.2	2012.3	29.4	0.000	0.037	4.032	60.316	28512	7.4	4.381	91	10.9	11.1	8.7	0.024	6137	4141	pg9325_def.cx9a2_ser7
499	6962	0	0.0	2038.3	29.1	0.000	0.000	4.084	59.641	30349	7.3	4.359	84	10.9	11.1	7.3	0.056	6826	5082	pg9426_def.cx9a2_ser7
499	6641	0	0.0	184.1	3.8	0.000	0.000	0.369	7.726	27386	6.6	4.124	80	11.0	44.8	8.8	0.003	6153	5146	pg9525_def.cx9a2_ser7
499	6087	0	0.0	35.9	3.8	0.000	0.000	0.072	7.799	25159	6.8	4.133	89	11.1	44.6	8.8	0.004	5769	5098	pg9624_def.cx9a2_ser7
499	5801	0	0.0	35.4	3.8	0.000	0.000	0.071	7.791	24007	6.8	4.138	94	11.1	44.4	8.8	0.002	5338	4095	pg1023_def.cx9a2_ser7
499	6039	0	0.0	35.9	3.8	0.000	0.000	0.072	7.811	24955	6.9	4.132	91	11.1	37.4	1.9	0.001	5599	4171	pg1122_def.cx9a2_ser7
499	5980	0	0.0	35.0	3.8	0.000	0.000	0.070	7.760	24724	6.9	4.134	92	10.8	44.6	8.7	0.002	5482	4186	pg1217_def.cx9a2_ser7
499	6026	0	0.0	35.3	3.8	0.000	0.000	0.071	7.787	24917	6.9	4.135	92	10.8	41.3	8.5	0.001	5546	4171	pg1313_def.cx9a2_ser7
499	5800	0	0.0	43.3	3.7	0.000	0.000	0.087	7.586	24047	6.8	4.146	94	10.6	46.3	1.9	0.006	5368	4155	pg1410_def.cx9a2_ser7
499	5824	0	0.0	44.0	3.7	0.000	0.000	0.088	7.620	23875	6.7	4.099	92	10.7	46.4	5.0	0.001	5354	4985	pg155_def.cx9a2_ser7
499	5996	0	0.0	43.5	3.7	0.000	0.000	0.087	7.587	24514	6.8	4.088	91	10.7	46.4	5.2	0.005	5561	4156	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser799.9470.0490.0010.003nonzero0.021
pg9124_def.cx9a2_ser799.9810.019nonzerononzerononzero0.023
pg9224_def.cx9a2_ser799.9880.012nonzerononzero0.011
pg9325_def.cx9a2_ser799.9650.035nonzerononzero0.021
pg9426_def.cx9a2_ser799.9610.039nonzero0.002
pg9525_def.cx9a2_ser799.9650.035nonzero0.002
pg9624_def.cx9a2_ser799.9600.040nonzero0.002
pg1023_def.cx9a2_ser799.9640.036nonzerononzero0.004
pg1122_def.cx9a2_ser799.9760.024nonzerononzero0.005
pg1217_def.cx9a2_ser799.9920.008nonzero0.003
pg1313_def.cx9a2_ser799.9920.008nonzero0.004
pg1410_def.cx9a2_ser799.9940.006nonzero0.002
pg155_def.cx9a2_ser799.9930.007nonzero0.002
pg161_def.cx9a2_ser799.9930.007nonzero0.002

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
pg9023_def.cx9a2_ser748.61947.6943.6860.036
pg9124_def.cx9a2_ser768.10831.6330.2580.033
pg9224_def.cx9a2_ser751.74248.1890.0690.023
pg9325_def.cx9a2_ser753.70346.2780.0190.019
pg9426_def.cx9a2_ser774.91425.0830.0030.017
pg9525_def.cx9a2_ser74.64495.3500.0060.007
pg9624_def.cx9a2_ser74.71495.2810.0060.006
pg1023_def.cx9a2_ser77.66492.3310.0060.006
pg1122_def.cx9a2_ser77.42592.5580.0170.006
pg1217_def.cx9a2_ser75.54294.4470.0110.006
pg1313_def.cx9a2_ser76.58193.3890.0310.007
pg1410_def.cx9a2_ser75.29494.6810.0250.006
pg155_def.cx9a2_ser78.16991.8280.0030.006
pg161_def.cx9a2_ser75.31794.6610.0220.006

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
pg9023_def.cx9a2_ser713.13362.58914.3069.5750.3970.027
pg9124_def.cx9a2_ser717.71957.96117.4396.8780.0030.022
pg9224_def.cx9a2_ser718.17257.86717.7896.1640.0080.022
pg9325_def.cx9a2_ser718.10667.2449.7474.9030.011
pg9426_def.cx9a2_ser723.55865.3897.6783.3750.011
pg9525_def.cx9a2_ser730.81953.08312.1223.9750.007
pg9624_def.cx9a2_ser729.11156.58310.3253.9810.007
pg1023_def.cx9a2_ser732.18353.26110.8193.7360.007
pg1122_def.cx9a2_ser737.55049.0679.4613.9220.007
pg1217_def.cx9a2_ser730.45852.65316.8890.004
pg1313_def.cx9a2_ser731.61157.63910.7470.0030.004
pg1410_def.cx9a2_ser746.48345.5227.9940.004
pg155_def.cx9a2_ser733.65355.90810.4390.004
pg161_def.cx9a2_ser735.34752.38112.2720.004

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
998	15672	0	0.0	2063.3	34.4	0.000	0.002	2.067	35.238	60514	6.3	3.861	32	10.5	10.7	3.5	0.021	14957	11172	pg9023_def.cx9a2_ser7
998	17586	0	0.0	2057.5	34.2	0.000	0.002	2.061	35.049	67747	6.0	3.852	27	10.6	10.8	2.2	0.023	17710	13233	pg9124_def.cx9a2_ser7
998	21077	0	0.0	2091.2	34.1	0.000	0.000	2.096	34.999	81225	5.8	3.854	22	10.5	10.7	7.0	0.011	19993	14847	pg9224_def.cx9a2_ser7
998	19000	0	0.0	2157.8	31.1	0.000	0.000	2.161	31.859	73538	6.0	3.871	25	10.9	11.1	6.1	0.021	18523	12897	pg9325_def.cx9a2_ser7
998	19373	0	0.0	2176.5	30.8	0.000	0.000	2.180	31.563	74896	5.9	3.866	24	10.9	11.1	2.8	0.002	18635	12962	pg9426_def.cx9a2_ser7
998	18787	0	0.0	201.9	4.4	0.000	0.000	0.202	4.470	72264	5.5	3.846	23	11.0	42.2	11.3	0.002	18248	12833	pg9525_def.cx9a2_ser7
998	19289	0	0.0	24.2	4.4	0.000	0.000	0.024	4.477	74252	5.6	3.850	23	11.1	42.0	11.4	0.002	18268	12755	pg9624_def.cx9a2_ser7
998	19713	0	0.0	24.3	4.4	0.000	0.000	0.024	4.500	75865	5.7	3.848	23	11.1	41.8	11.3	0.004	18587	12836	pg1023_def.cx9a2_ser7
998	20766	0	0.0	24.3	4.4	0.000	0.000	0.024	4.479	79880	5.4	3.847	21	11.1	34.4	2.9	0.005	18987	13201	pg1122_def.cx9a2_ser7
998	22819	0	0.0	23.5	4.4	0.000	0.000	0.024	4.465	87734	5.3	3.845	19	10.8	41.7	2.8	0.003	24269	17577	pg1217_def.cx9a2_ser7
998	22712	0	0.0	23.6	4.4	0.000	0.000	0.024	4.463	87279	5.3	3.843	19	10.8	38.4	2.8	0.004	24064	17372	pg1313_def.cx9a2_ser7
998	23885	0	0.0	23.5	4.3	0.000	0.000	0.023	4.412	91696	5.0	3.839	17	10.6	43.4	3.8	0.002	25013	17162	pg1410_def.cx9a2_ser7
998	23828	0	0.0	23.6	4.3	0.000	0.000	0.024	4.420	91456	5.0	3.838	17	10.7	43.5	5.2	0.002	24950	15391	pg155_def.cx9a2_ser7
998	23857	0	0.0	24.1	4.3	0.000	0.000	0.024	4.404	91569	5.0	3.838	17	10.7	43.5	5.5	0.002	25157	17933	pg161_def.cx9a2_ser7

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
pg9023_def.cx9a2_ser799.5710.429nonzero0.002
pg9124_def.cx9a2_ser799.4680.531nonzerononzero0.015
pg9224_def.cx9a2_ser799.7310.269nonzerononzero0.019
pg9325_def.cx9a2_ser799.6270.373nonzerononzero0.009
pg9426_def.cx9a2_ser799.7190.281nonzerononzero0.008
pg9525_def.cx9a2_ser799.8280.172nonzerononzero0.014
pg9624_def.cx9a2_ser799.6470.353nonzerononzero0.006
pg1023_def.cx9a2_ser799.5750.425nonzerononzero0.008
pg1122_def.cx9a2_ser799.6090.391nonzero0.001
pg1217_def.cx9a2_ser799.5770.423nonzerononzero0.007
pg1313_def.cx9a2_ser799.5590.441nonzero0.001
pg1410_def.cx9a2_ser799.5910.409nonzero0.001
pg155_def.cx9a2_ser799.6460.354nonzero0.001
pg161_def.cx9a2_ser799.6870.313nonzerononzero0.005

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
pg9023_def.cx9a2_ser760.99235.7693.2390.035
pg9124_def.cx9a2_ser784.00315.7360.2610.037
pg9224_def.cx9a2_ser763.99235.9640.0440.032
pg9325_def.cx9a2_ser771.25328.7390.0080.026
pg9426_def.cx9a2_ser780.43319.5640.0030.016
pg9525_def.cx9a2_ser727.28972.6920.0110.0080.032
pg9624_def.cx9a2_ser722.33377.6330.0080.0250.032
pg1023_def.cx9a2_ser720.21779.7530.0110.0190.029
pg1122_def.cx9a2_ser724.81975.1280.0310.0220.031
pg1217_def.cx9a2_ser722.81977.1470.0170.0170.031
pg1313_def.cx9a2_ser724.96774.9970.0080.0280.029
pg1410_def.cx9a2_ser724.12575.8500.0140.0110.024
pg155_def.cx9a2_ser720.12579.8470.0170.0110.033
pg161_def.cx9a2_ser716.51783.4610.0080.0140.046

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
pg9023_def.cx9a2_ser722.84754.47515.4836.8890.3060.026
pg9124_def.cx9a2_ser725.15852.61918.9643.2530.0060.022
pg9224_def.cx9a2_ser720.18955.74720.7583.2920.0140.020
pg9325_def.cx9a2_ser724.66751.53919.4614.3310.0030.022
pg9426_def.cx9a2_ser729.18649.14418.1943.4720.0030.018
pg9525_def.cx9a2_ser741.14440.38316.3082.1560.0080.030
pg9624_def.cx9a2_ser737.31943.19417.5281.9390.0190.030
pg1023_def.cx9a2_ser736.14744.25816.9442.6330.0170.027
pg1122_def.cx9a2_ser739.12837.57520.6002.6810.0170.027
pg1217_def.cx9a2_ser737.77248.36713.8280.0190.0140.029
pg1313_def.cx9a2_ser741.10342.78916.0690.0140.0250.027
pg1410_def.cx9a2_ser739.51142.70817.6780.0920.0110.022
pg155_def.cx9a2_ser737.13147.11715.7250.0190.0080.030
pg161_def.cx9a2_ser739.86950.1589.9580.0030.0110.033

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
998	6570	0	0.0	2443.5	38.0	0.000	0.007	2.448	38.948	27484	7.8	4.183	95	10.5	10.7	2.4	0.002	6174	5149	pg9023_def.cx9a2_ser7
998	6429	1	0.1	2422.8	41.0	0.000	0.012	2.427	42.086	26862	7.5	4.178	93	10.6	10.8	2.9	0.015	6074	4811	pg9124_def.cx9a2_ser7
998	6368	0	0.0	2428.1	41.0	0.000	0.000	2.432	42.080	26708	7.7	4.194	97	10.5	10.7	5.5	0.019	5946	4443	pg9224_def.cx9a2_ser7
999	6508	0	0.0	2999.6	43.5	0.000	0.008	3.003	44.595	28618	7.8	4.398	96	10.9	11.1	7.5	0.009	6201	4411	pg9325_def.cx9a2_ser7
999	7002	0	0.0	3039.8	43.5	0.000	0.000	3.043	44.611	30585	7.8	4.368	89	10.9	11.1	6.3	0.008	6847	5370	pg9426_def.cx9a2_ser7
998	6621	0	0.0	181.4	4.3	0.000	0.000	0.182	4.418	27539	7.0	4.159	85	11.0	39.2	9.1	0.014	6153	4779	pg9525_def.cx9a2_ser7
998	5927	0	0.0	25.5	4.4	0.000	0.000	0.026	4.514	24743	7.2	4.175	97	11.1	39.1	8.8	0.006	5642	4155	pg9624_def.cx9a2_ser7
998	5993	0	0.0	25.6	4.4	0.000	0.000	0.026	4.536	25016	7.1	4.174	95	11.1	38.9	8.9	0.008	5658	4139	pg1023_def.cx9a2_ser7
998	5980	0	0.0	25.5	4.4	0.000	0.000	0.026	4.500	24951	7.2	4.172	96	11.1	31.3	6.9	0.001	5515	4171	pg1122_def.cx9a2_ser7
998	5973	0	0.0	25.1	4.4	0.000	0.000	0.025	4.471	24929	7.2	4.173	96	10.8	38.6	2.8	0.007	5498	4555	pg1217_def.cx9a2_ser7
998	6082	0	0.0	25.3	4.4	0.000	0.000	0.025	4.470	25370	7.2	4.171	95	10.9	35.2	10.8	0.001	5738	4187	pg1313_def.cx9a2_ser7
998	5967	0	0.0	36.1	4.2	0.000	0.000	0.036	4.266	24921	7.0	4.176	94	10.6	40.3	2.8	0.001	5578	4171	pg1410_def.cx9a2_ser7
998	5796	0	0.0	36.8	4.2	0.000	0.000	0.037	4.280	23997	7.0	4.141	97	10.7	40.4	2.8	0.001	5322	4107	pg155_def.cx9a2_ser7
998	5808	0	0.0	36.2	4.1	0.000	0.000	0.036	4.249	23999	7.0	4.132	96	10.7	40.3	2.8	0.005	5402	4151	pg161_def.cx9a2_ser7

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
133333	0	0	0.0	597.8	49.0	0.000	0.000	0.004	0.376	13869	9.6	0.104	6	3.8	4.0	1.1	0.056	132864	116978	pg9023_def.cx9a2_ser7
139373	0	0	0.0	631.0	51.2	0.000	0.000	0.005	0.376	14475	9.2	0.104	5	3.8	4.0	0.4	0.054	138348	131657	pg9124_def.cx9a2_ser7
136054	0	0	0.0	1725.7	50.2	0.000	0.000	0.013	0.378	17655	9.5	0.130	6	3.8	4.0	1.2	0.042	136153	111990	pg9224_def.cx9a2_ser7
135135	0	0	0.0	1460.6	55.9	0.000	0.000	0.011	0.423	16904	9.8	0.125	6	3.8	4.0	3.1	0.056	134860	120772	pg9325_def.cx9a2_ser7
173913	0	0	0.0	1513.8	70.8	0.000	0.000	0.009	0.417	20191	11.2	0.116	5	3.8	4.0	2.5	0.043	173040	156803	pg9426_def.cx9a2_ser7
178571	0	0	0.0	911.7	76.5	0.000	0.000	0.005	0.439	21430	10.7	0.120	5	3.8	10.4	1.2	0.002	178099	172212	pg9525_def.cx9a2_ser7
174672	0	0	0.0	210.0	74.7	0.000	0.000	0.001	0.438	21762	11.1	0.125	5	3.8	10.4	0.5	0.002	173606	167323	pg9624_def.cx9a2_ser7
171674	0	0	0.0	206.7	73.0	0.000	0.000	0.001	0.436	21469	10.8	0.125	5	3.8	10.4	0.5	0.002	170709	156731	pg1023_def.cx9a2_ser7
202020	0	0	0.0	241.0	84.8	0.000	0.000	0.001	0.430	25372	11.5	0.126	5	3.8	10.4	0.5	0.002	201680	188243	pg1122_def.cx9a2_ser7
195122	0	0	0.0	233.0	83.1	0.000	0.000	0.001	0.436	24664	11.7	0.126	5	3.8	10.4	4.0	0.002	194191	181902	pg1217_def.cx9a2_ser7
203046	0	0	0.0	246.0	87.7	0.000	0.000	0.001	0.442	25621	11.8	0.126	5	3.8	10.4	0.5	0.003	202581	190501	pg1313_def.cx9a2_ser7
198020	0	0	0.0	239.3	85.2	0.000	0.000	0.001	0.441	25991	11.4	0.131	5	3.8	10.4	3.4	0.003	196486	183793	pg1410_def.cx9a2_ser7
204082	0	0	0.0	245.9	87.9	0.000	0.000	0.001	0.441	26585	11.4	0.130	4	3.8	10.4	3.5	0.002	202582	190007	pg155_def.cx9a2_ser7
204082	0	0	0.0	245.2	87.8	0.000	0.000	0.001	0.440	26560	11.6	0.130	5	3.8	10.4	1.8	0.002	201774	187668	pg161_def.cx9a2_ser7

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
296297	0	0	0.0	596.7	81.9	0.000	0.000	0.002	0.283	296	6.1	0.001	2	7.7	7.9	3.5	0.002	NA	NA	pg9023_def.cx9a2_ser7
300753	0	0	0.0	584.5	83.1	0.000	0.000	0.002	0.283	454	6.1	0.002	2	7.7	7.9	3.5	0.002	NA	NA	pg9124_def.cx9a2_ser7
300753	0	0	0.0	721.7	83.9	0.000	0.000	0.002	0.286	435	6.0	0.001	2	7.7	7.9	3.5	0.002	NA	NA	pg9224_def.cx9a2_ser7
285715	0	0	0.0	623.6	89.1	0.000	0.000	0.002	0.319	468	6.2	0.002	2	7.7	7.9	4.0	0.002	NA	NA	pg9325_def.cx9a2_ser7
251573	0	0	0.0	510.0	77.4	0.000	0.000	0.002	0.315	392	6.4	0.002	2	7.7	7.9	4.0	0.002	NA	NA	pg9426_def.cx9a2_ser7
279721	0	0	0.0	193.8	88.9	0.000	0.000	0.001	0.326	687	5.9	0.002	2	7.7	17.7	4.0	0.002	NA	NA	pg9525_def.cx9a2_ser7
396040	0	0	0.0	275.8	124.2	0.000	0.000	0.001	0.321	1058	5.9	0.003	1	7.7	17.7	4.0	0.002	NA	NA	pg9624_def.cx9a2_ser7
465117	0	0	0.0	288.4	130.8	0.000	0.000	0.001	0.288	967	5.9	0.002	1	7.7	17.7	4.0	0.002	NA	NA	pg1023_def.cx9a2_ser7
476192	0	0	0.0	253.3	116.2	0.000	0.000	0.001	0.250	808	5.9	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg1122_def.cx9a2_ser7
459771	0	0	0.0	293.0	135.1	0.000	0.000	0.001	0.301	732	6.1	0.002	1	7.7	17.7	4.0	0.002	NA	NA	pg1217_def.cx9a2_ser7
459771	0	0	0.0	300.4	137.1	0.000	0.000	0.001	0.305	847	5.9	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg1313_def.cx9a2_ser7
465117	0	0	0.0	298.8	137.0	0.000	0.000	0.001	0.302	930	6.0	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg1410_def.cx9a2_ser7
487806	0	0	0.0	330.7	147.0	0.000	0.000	0.001	0.309	968	6.0	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg155_def.cx9a2_ser7
500001	0	0	0.0	356.0	161.6	0.000	0.000	0.001	0.331	896	5.9	0.002	1	7.7	17.8	4.0	0.002	NA	NA	pg161_def.cx9a2_ser7

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
8903	0	0	0.0	18204.9	315.4	0.000	0.001	2.045	36.279	7002	10.1	0.786	91	10.3	10.5	2.9	0.121	10288	2697	pg9023_def.cx9a2_ser7
11167	0	1	0.0	21750.7	392.4	0.000	0.001	1.948	35.979	7435	11.8	0.666	85	10.3	10.6	4.5	0.242	13085	3896	pg9124_def.cx9a2_ser7
10986	0	1	0.0	17267.5	396.0	0.000	0.001	1.572	36.912	10402	12.2	0.947	89	10.3	12.9	1.9	0.333	11295	3846	pg9224_def.cx9a2_ser7
15736	0	2	0.0	9232.4	390.5	0.000	0.001	0.587	25.411	15402	12.3	0.979	63	10.6	14.3	5.3	0.271	14733	2297	pg9325_def.cx9a2_ser7
10831	0	0	0.0	11445.7	294.4	0.000	0.000	1.057	27.830	9013	11.5	0.832	85	10.7	11.3	0.2	0.385	4294	2797	pg9426_def.cx9a2_ser7
26882	0	0	0.0	739.1	49.9	0.000	0.000	0.027	1.902	13019	10.4	0.484	31	10.7	48.8	9.0	0.259	6842	2198	pg9525_def.cx9a2_ser7
21540	0	0	0.0	136.2	40.7	0.000	0.000	0.006	1.932	11158	9.9	0.518	37	10.7	49.1	8.5	0.060	4343	2597	pg9624_def.cx9a2_ser7
18622	0	0	0.0	117.0	34.6	0.000	0.000	0.006	1.903	9642	9.5	0.518	41	10.7	48.7	8.5	0.068	4445	3246	pg1023_def.cx9a2_ser7
17786	0	0	0.0	91.4	26.7	0.000	0.000	0.005	1.535	9130	9.3	0.513	42	10.8	44.8	10.5	0.059	3996	3047	pg1122_def.cx9a2_ser7
34072	0	0	0.0	152.6	46.1	0.000	0.000	0.004	1.385	16976	11.7	0.498	27	10.6	43.3	7.1	0.056	23618	4845	pg1217_def.cx9a2_ser7
29520	0	0	0.0	132.3	40.0	0.000	0.000	0.004	1.387	14814	11.1	0.502	30	10.6	43.4	7.7	0.047	8940	5544	pg1313_def.cx9a2_ser7
41152	0	0	0.0	199.8	60.5	0.000	0.000	0.005	1.507	20834	12.1	0.506	24	10.4	44.7	9.2	0.047	52742	10638	pg1410_def.cx9a2_ser7
36265	0	0	0.0	175.6	53.4	0.000	0.000	0.005	1.507	18433	11.3	0.508	25	10.4	44.6	7.3	0.039	29567	6443	pg155_def.cx9a2_ser7
36036	0	0	0.0	176.8	53.2	0.000	0.000	0.005	1.510	18349	11.3	0.509	25	10.4	44.8	6.6	0.040	23824	6243	pg161_def.cx9a2_ser7

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
3099	0	13	0.2	6351.4	106.5	0.004	0.066	2.050	35.204	13244	8.5	4.274	219	10.4	10.7	2.1	0.040	484	390	pg9023_def.cx9a2_ser7
2849	0	13	0.2	5665.9	96.5	0.004	0.063	1.989	34.670	11733	8.6	4.118	241	10.5	10.9	1.3	0.208	959	594	pg9124_def.cx9a2_ser7
4564	0	18	0.3	9086.8	160.4	0.004	0.062	1.991	35.977	20165	10.0	4.418	175	10.5	10.9	3.6	0.151	1848	375	pg9224_def.cx9a2_ser7
2532	0	12	0.2	4861.6	86.7	0.005	0.066	1.920	35.069	11420	8.1	4.510	256	10.9	11.2	8.2	0.211	280	250	pg9325_def.cx9a2_ser7
2277	0	0	0.0	4089.6	74.2	0.000	0.000	1.796	33.353	10526	8.1	4.622	285	10.9	11.2	8.9	0.240	499	390	pg9426_def.cx9a2_ser7
5126	0	0	0.0	301.9	8.3	0.000	0.000	0.059	1.649	20705	8.1	4.040	126	11.0	51.0	5.5	0.052	764	539	pg9525_def.cx9a2_ser7
5149	0	0	0.0	34.9	7.9	0.000	0.000	0.007	1.565	23780	8.6	4.618	134	11.1	51.1	11.0	0.008	769	245	pg9624_def.cx9a2_ser7
3368	0	0	0.0	32.3	6.1	0.000	0.000	0.010	1.852	15416	8.1	4.577	192	11.1	50.1	8.8	0.008	624	420	pg1023_def.cx9a2_ser7
3108	0	0	0.0	34.4	6.9	0.000	0.000	0.011	2.267	14464	8.1	4.653	208	11.1	45.2	8.6	0.002	644	434	pg1122_def.cx9a2_ser7
11481	0	0	0.0	77.5	21.2	0.000	0.000	0.007	1.891	52730	11.3	4.593	79	10.8	49.4	6.8	0.013	3667	525	pg1217_def.cx9a2_ser7
6035	0	0	0.0	48.9	11.3	0.000	0.000	0.008	1.909	27938	9.1	4.629	121	10.8	45.8	8.5	0.012	594	524	pg1313_def.cx9a2_ser7
9497	0	0	0.0	52.5	14.5	0.000	0.000	0.006	1.564	43396	9.9	4.570	83	10.5	50.5	0.4	0.035	2577	1224	pg1410_def.cx9a2_ser7
13072	0	0	0.0	70.0	20.0	0.000	0.000	0.005	1.566	59351	10.9	4.540	67	10.6	50.6	6.4	0.015	3571	1823	pg155_def.cx9a2_ser7
10917	0	0	0.0	58.6	16.5	0.000	0.000	0.005	1.550	50451	10.4	4.621	76	10.5	50.6	6.8	0.002	3136	1543	pg161_def.cx9a2_ser7

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
100	20548	1	0.0	204.4	3.0	0.000	0.001	2.048	30.920	78599	5.0	3.825	19	10.4	10.6	0.3	0.017	19638	15742	pg9023_def.cx9a2_ser7
100	22284	2	0.0	203.4	3.0	0.000	0.001	2.038	30.961	85212	4.9	3.824	18	10.5	10.7	0.3	0.010	24464	15902	pg9124_def.cx9a2_ser7
100	27287	0	0.0	204.6	3.0	0.000	0.000	2.052	31.005	104325	4.3	3.823	13	10.5	10.6	0.2	0.009	27397	22264	pg9224_def.cx9a2_ser7
100	27402	0	0.0	219.0	3.0	0.000	0.000	2.195	30.972	104744	4.6	3.823	13	10.9	11.0	1.7	0.002	27490	21896	pg9325_def.cx9a2_ser7
100	27270	0	0.0	220.5	3.0	0.000	0.000	2.210	31.110	104229	4.3	3.822	13	10.9	11.0	2.7	0.001	27440	21048	pg9426_def.cx9a2_ser7
100	26044	0	0.0	7.8	0.8	0.000	0.000	0.078	7.860	99489	4.5	3.820	14	11.0	50.4	11.2	0.001	26290	19387	pg9525_def.cx9a2_ser7
100	27044	0	0.0	8.6	0.8	0.000	0.000	0.086	8.259	103351	4.0	3.822	12	11.1	50.6	11.3	0.001	27139	21656	pg9624_def.cx9a2_ser7
100	27211	0	0.0	10.0	0.8	0.000	0.000	0.100	8.527	103985	4.3	3.821	13	11.1	50.1	11.3	0.002	27307	21624	pg1023_def.cx9a2_ser7
100	28176	0	0.0	8.7	0.8	0.000	0.000	0.087	8.311	107672	4.1	3.821	12	11.1	42.5	1.4	0.001	28242	25300	pg1122_def.cx9a2_ser7
100	27597	0	0.0	9.5	0.8	0.000	0.000	0.095	8.462	105518	4.4	3.824	13	10.8	49.4	2.7	0.001	27825	20250	pg1217_def.cx9a2_ser7
100	27876	0	0.0	9.1	0.8	0.000	0.000	0.091	8.325	106522	4.0	3.821	11	10.8	45.8	0.5	0.001	28049	20508	pg1313_def.cx9a2_ser7
100	28331	0	0.0	8.4	0.8	0.000	0.000	0.084	8.307	108221	4.0	3.820	11	10.5	50.5	0.7	0.004	28466	20859	pg1410_def.cx9a2_ser7
100	28414	0	0.0	8.2	0.8	0.000	0.000	0.082	8.228	108515	4.0	3.819	11	10.6	50.6	0.5	0.005	28487	25253	pg155_def.cx9a2_ser7
100	28332	0	0.0	8.2	0.8	0.000	0.000	0.082	8.269	108204	4.1	3.819	12	10.5	50.6	0.5	0.003	28610	20778	pg161_def.cx9a2_ser7

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
100	5894	77	0.6	214.1	3.4	0.013	0.108	2.145	34.535	24497	6.9	4.156	94	10.4	10.6	2.1	0.010	5642	3579	pg9023_def.cx9a2_ser7
100	5771	80	0.7	210.0	3.3	0.014	0.116	2.104	34.112	23992	6.0	4.158	83	10.5	10.7	2.3	0.012	5498	3004	pg9124_def.cx9a2_ser7
100	6136	62	0.6	214.8	3.4	0.010	0.097	2.153	34.523	25319	6.3	4.127	82	10.5	10.6	4.3	0.012	5450	3787	pg9224_def.cx9a2_ser7
100	6156	90	0.8	349.6	4.0	0.015	0.141	3.503	41.286	25885	6.4	4.205	83	10.9	11.0	1.1	0.010	5768	2589	pg9325_def.cx9a2_ser7
100	6632	0	0.0	347.2	4.0	0.000	0.000	3.479	40.736	27659	6.5	4.170	78	10.9	11.0	2.5	0.003	6153	5242	pg9426_def.cx9a2_ser7
100	6741	0	0.0	123.1	1.9	0.000	0.000	1.234	19.073	27654	6.4	4.102	76	11.0	47.4	11.2	0.001	6222	5226	pg9525_def.cx9a2_ser7
100	6382	0	0.0	73.7	1.8	0.000	0.000	0.738	18.939	26207	6.5	4.106	81	11.1	47.2	11.3	0.001	6137	5099	pg9624_def.cx9a2_ser7
100	5937	0	0.0	73.8	1.8	0.000	0.000	0.739	18.897	24425	6.6	4.114	89	11.1	47.0	11.3	0.002	5626	4171	pg1023_def.cx9a2_ser7
100	6010	0	0.0	74.1	1.8	0.000	0.000	0.743	18.917	24707	6.7	4.111	89	11.1	41.3	2.6	0.001	5562	4203	pg1122_def.cx9a2_ser7
100	5900	0	0.0	72.7	1.8	0.000	0.000	0.728	18.866	24268	6.7	4.113	91	10.8	48.5	1.0	0.001	5434	4219	pg1217_def.cx9a2_ser7
100	6200	0	0.0	73.6	1.8	0.000	0.000	0.738	18.888	25475	6.7	4.109	86	10.8	45.2	1.4	0.001	5726	4330	pg1313_def.cx9a2_ser7
100	5855	0	0.0	72.4	1.8	0.000	0.000	0.725	18.808	24109	6.6	4.118	90	10.5	50.1	0.7	0.010	5418	4171	pg1410_def.cx9a2_ser7
100	5688	0	0.0	73.0	1.8	0.000	0.000	0.731	18.810	23167	6.6	4.073	93	10.6	50.2	1.6	0.004	5225	4156	pg155_def.cx9a2_ser7
100	5964	0	0.0	72.5	1.8	0.000	0.000	0.726	18.833	24253	6.7	4.066	90	10.5	50.2	1.0	0.001	5579	4587	pg161_def.cx9a2_ser7

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
499	16060	2	0.0	1025.1	15.4	0.000	0.001	2.055	31.531	61712	5.7	3.842	28	10.5	10.6	3.4	0.021	15008	13263	pg9023_def.cx9a2_ser7
499	17172	1	0.0	1022.2	15.3	0.000	0.000	2.049	31.409	65939	5.7	3.840	27	10.5	10.7	3.7	0.012	17737	13521	pg9124_def.cx9a2_ser7
499	22186	1	0.0	1037.6	15.3	0.000	0.000	2.079	31.434	85047	5.2	3.833	19	10.5	10.6	0.5	0.013	23671	17564	pg9224_def.cx9a2_ser7
499	20666	3	0.0	1094.3	15.4	0.000	0.002	2.194	31.630	79480	5.4	3.846	21	10.9	11.1	5.5	0.014	19419	15311	pg9325_def.cx9a2_ser7
499	21715	0	0.0	1096.1	15.3	0.000	0.000	2.197	31.506	83437	5.3	3.842	20	10.9	11.0	1.9	0.003	20195	17961	pg9426_def.cx9a2_ser7
499	20447	0	0.0	123.8	2.6	0.000	0.000	0.248	5.433	78309	5.0	3.830	20	11.0	46.1	11.2	0.002	19115	17485	pg9525_def.cx9a2_ser7
499	21466	0	0.0	76.8	2.6	0.000	0.000	0.154	5.438	82324	5.0	3.835	19	11.1	45.9	11.3	0.002	22710	17576	pg9624_def.cx9a2_ser7
499	21761	0	0.0	76.2	2.7	0.000	0.000	0.153	5.540	83395	5.1	3.832	19	11.1	45.7	11.3	0.004	20457	17916	pg1023_def.cx9a2_ser7
499	23822	0	0.0	76.7	2.7	0.000	0.000	0.154	5.468	91306	4.9	3.833	16	11.1	40.0	1.9	0.002	24745	18339	pg1122_def.cx9a2_ser7
499	24304	0	0.0	75.4	2.7	0.000	0.000	0.151	5.501	93099	4.9	3.831	16	10.8	47.2	1.8	0.002	25173	18900	pg1217_def.cx9a2_ser7
499	25305	0	0.0	76.4	2.7	0.000	0.000	0.153	5.458	96907	4.8	3.830	15	10.8	43.9	1.9	0.003	25555	18524	pg1313_def.cx9a2_ser7
499	25972	0	0.0	73.6	2.6	0.000	0.000	0.147	5.305	99402	4.7	3.827	14	10.5	48.9	1.9	0.004	26165	19485	pg1410_def.cx9a2_ser7
499	25721	0	0.0	74.3	2.6	0.000	0.000	0.149	5.305	98408	4.7	3.826	15	10.6	49.0	5.1	0.004	25912	19410	pg155_def.cx9a2_ser7
499	25829	0	0.0	73.5	2.6	0.000	0.000	0.147	5.301	98878	4.8	3.828	15	10.6	48.9	0.9	0.002	26056	19195	pg161_def.cx9a2_ser7

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
499	6431	2	0.1	1172.5	21.0	0.000	0.017	2.349	42.994	26640	7.5	4.142	93	10.5	10.6	7.2	0.002	5977	5130	pg9023_def.cx9a2_ser7
499	6407	2	0.1	1158.0	20.7	0.000	0.020	2.320	42.480	26512	6.8	4.138	85	10.5	10.7	3.4	0.003	6041	5102	pg9124_def.cx9a2_ser7
499	6151	1	0.0	1167.0	20.6	0.000	0.006	2.338	42.281	25476	7.1	4.142	92	10.5	10.7	4.2	0.001	5658	4299	pg9224_def.cx9a2_ser7
499	6508	2	0.2	2012.3	29.4	0.000	0.037	4.032	60.316	28512	7.4	4.381	91	10.9	11.1	8.7	0.024	6137	4141	pg9325_def.cx9a2_ser7
499	6962	0	0.0	2038.3	29.1	0.000	0.000	4.084	59.641	30349	7.3	4.359	84	10.9	11.1	7.3	0.056	6826	5082	pg9426_def.cx9a2_ser7
499	6641	0	0.0	184.1	3.8	0.000	0.000	0.369	7.726	27386	6.6	4.124	80	11.0	44.8	8.8	0.003	6153	5146	pg9525_def.cx9a2_ser7
499	6087	0	0.0	35.9	3.8	0.000	0.000	0.072	7.799	25159	6.8	4.133	89	11.1	44.6	8.8	0.004	5769	5098	pg9624_def.cx9a2_ser7
499	5801	0	0.0	35.4	3.8	0.000	0.000	0.071	7.791	24007	6.8	4.138	94	11.1	44.4	8.8	0.002	5338	4095	pg1023_def.cx9a2_ser7
499	6039	0	0.0	35.9	3.8	0.000	0.000	0.072	7.811	24955	6.9	4.132	91	11.1	37.4	1.9	0.001	5599	4171	pg1122_def.cx9a2_ser7
499	5980	0	0.0	35.0	3.8	0.000	0.000	0.070	7.760	24724	6.9	4.134	92	10.8	44.6	8.7	0.002	5482	4186	pg1217_def.cx9a2_ser7
499	6026	0	0.0	35.3	3.8	0.000	0.000	0.071	7.787	24917	6.9	4.135	92	10.8	41.3	8.5	0.001	5546	4171	pg1313_def.cx9a2_ser7
499	5800	0	0.0	43.3	3.7	0.000	0.000	0.087	7.586	24047	6.8	4.146	94	10.6	46.3	1.9	0.006	5368	4155	pg1410_def.cx9a2_ser7
499	5824	0	0.0	44.0	3.7	0.000	0.000	0.088	7.620	23875	6.7	4.099	92	10.7	46.4	5.0	0.001	5354	4985	pg155_def.cx9a2_ser7
499	5996	0	0.0	43.5	3.7	0.000	0.000	0.087	7.587	24514	6.8	4.088	91	10.7	46.4	5.2	0.005	5561	4156	pg161_def.cx9a2_ser7

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
998	15672	0	0.0	2063.3	34.4	0.000	0.002	2.067	35.238	60514	6.3	3.861	32	10.5	10.7	3.5	0.021	14957	11172	pg9023_def.cx9a2_ser7
998	17586	0	0.0	2057.5	34.2	0.000	0.002	2.061	35.049	67747	6.0	3.852	27	10.6	10.8	2.2	0.023	17710	13233	pg9124_def.cx9a2_ser7
998	21077	0	0.0	2091.2	34.1	0.000	0.000	2.096	34.999	81225	5.8	3.854	22	10.5	10.7	7.0	0.011	19993	14847	pg9224_def.cx9a2_ser7
998	19000	0	0.0	2157.8	31.1	0.000	0.000	2.161	31.859	73538	6.0	3.871	25	10.9	11.1	6.1	0.021	18523	12897	pg9325_def.cx9a2_ser7
998	19373	0	0.0	2176.5	30.8	0.000	0.000	2.180	31.563	74896	5.9	3.866	24	10.9	11.1	2.8	0.002	18635	12962	pg9426_def.cx9a2_ser7
998	18787	0	0.0	201.9	4.4	0.000	0.000	0.202	4.470	72264	5.5	3.846	23	11.0	42.2	11.3	0.002	18248	12833	pg9525_def.cx9a2_ser7
998	19289	0	0.0	24.2	4.4	0.000	0.000	0.024	4.477	74252	5.6	3.850	23	11.1	42.0	11.4	0.002	18268	12755	pg9624_def.cx9a2_ser7
998	19713	0	0.0	24.3	4.4	0.000	0.000	0.024	4.500	75865	5.7	3.848	23	11.1	41.8	11.3	0.004	18587	12836	pg1023_def.cx9a2_ser7
998	20766	0	0.0	24.3	4.4	0.000	0.000	0.024	4.479	79880	5.4	3.847	21	11.1	34.4	2.9	0.005	18987	13201	pg1122_def.cx9a2_ser7
998	22819	0	0.0	23.5	4.4	0.000	0.000	0.024	4.465	87734	5.3	3.845	19	10.8	41.7	2.8	0.003	24269	17577	pg1217_def.cx9a2_ser7
998	22712	0	0.0	23.6	4.4	0.000	0.000	0.024	4.463	87279	5.3	3.843	19	10.8	38.4	2.8	0.004	24064	17372	pg1313_def.cx9a2_ser7
998	23885	0	0.0	23.5	4.3	0.000	0.000	0.023	4.412	91696	5.0	3.839	17	10.6	43.4	3.8	0.002	25013	17162	pg1410_def.cx9a2_ser7
998	23828	0	0.0	23.6	4.3	0.000	0.000	0.024	4.420	91456	5.0	3.838	17	10.7	43.5	5.2	0.002	24950	15391	pg155_def.cx9a2_ser7
998	23857	0	0.0	24.1	4.3	0.000	0.000	0.024	4.404	91569	5.0	3.838	17	10.7	43.5	5.5	0.002	25157	17933	pg161_def.cx9a2_ser7

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
998	6570	0	0.0	2443.5	38.0	0.000	0.007	2.448	38.948	27484	7.8	4.183	95	10.5	10.7	2.4	0.002	6174	5149	pg9023_def.cx9a2_ser7
998	6429	1	0.1	2422.8	41.0	0.000	0.012	2.427	42.086	26862	7.5	4.178	93	10.6	10.8	2.9	0.015	6074	4811	pg9124_def.cx9a2_ser7
998	6368	0	0.0	2428.1	41.0	0.000	0.000	2.432	42.080	26708	7.7	4.194	97	10.5	10.7	5.5	0.019	5946	4443	pg9224_def.cx9a2_ser7
999	6508	0	0.0	2999.6	43.5	0.000	0.008	3.003	44.595	28618	7.8	4.398	96	10.9	11.1	7.5	0.009	6201	4411	pg9325_def.cx9a2_ser7
999	7002	0	0.0	3039.8	43.5	0.000	0.000	3.043	44.611	30585	7.8	4.368	89	10.9	11.1	6.3	0.008	6847	5370	pg9426_def.cx9a2_ser7
998	6621	0	0.0	181.4	4.3	0.000	0.000	0.182	4.418	27539	7.0	4.159	85	11.0	39.2	9.1	0.014	6153	4779	pg9525_def.cx9a2_ser7
998	5927	0	0.0	25.5	4.4	0.000	0.000	0.026	4.514	24743	7.2	4.175	97	11.1	39.1	8.8	0.006	5642	4155	pg9624_def.cx9a2_ser7
998	5993	0	0.0	25.6	4.4	0.000	0.000	0.026	4.536	25016	7.1	4.174	95	11.1	38.9	8.9	0.008	5658	4139	pg1023_def.cx9a2_ser7
998	5980	0	0.0	25.5	4.4	0.000	0.000	0.026	4.500	24951	7.2	4.172	96	11.1	31.3	6.9	0.001	5515	4171	pg1122_def.cx9a2_ser7
998	5973	0	0.0	25.1	4.4	0.000	0.000	0.025	4.471	24929	7.2	4.173	96	10.8	38.6	2.8	0.007	5498	4555	pg1217_def.cx9a2_ser7
998	6082	0	0.0	25.3	4.4	0.000	0.000	0.025	4.470	25370	7.2	4.171	95	10.9	35.2	10.8	0.001	5738	4187	pg1313_def.cx9a2_ser7
998	5967	0	0.0	36.1	4.2	0.000	0.000	0.036	4.266	24921	7.0	4.176	94	10.6	40.3	2.8	0.001	5578	4171	pg1410_def.cx9a2_ser7
998	5796	0	0.0	36.8	4.2	0.000	0.000	0.037	4.280	23997	7.0	4.141	97	10.7	40.4	2.8	0.001	5322	4107	pg155_def.cx9a2_ser7
998	5808	0	0.0	36.2	4.1	0.000	0.000	0.036	4.249	23999	7.0	4.132	96	10.7	40.3	2.8	0.005	5402	4151	pg161_def.cx9a2_ser7

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	98.560	0.970	0.404	0.066	0.000	0.000	0.000	0.000	0.000	0.056	pg9023_def.cx9a2_ser7
0.000	99.225	0.673	0.102	0.001	0.000	0.000	0.000	0.000	0.000	0.054	pg9124_def.cx9a2_ser7
0.000	99.149	0.795	0.055	0.001	0.000	0.000	0.000	0.000	0.000	0.042	pg9224_def.cx9a2_ser7
0.000	98.999	0.895	0.105	0.001	0.000	0.000	0.000	0.000	0.000	0.056	pg9325_def.cx9a2_ser7
0.000	99.736	0.163	0.099	0.001	0.000	0.000	0.000	0.000	0.000	0.043	pg9426_def.cx9a2_ser7
0.000	99.955	0.045	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9525_def.cx9a2_ser7
0.000	99.951	0.049	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9624_def.cx9a2_ser7
0.000	99.934	0.066	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1023_def.cx9a2_ser7
0.000	99.974	0.026	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1122_def.cx9a2_ser7
0.000	99.969	0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1217_def.cx9a2_ser7
0.000	99.968	0.032	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_ser7
0.000	99.973	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1410_def.cx9a2_ser7
0.000	99.975	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg155_def.cx9a2_ser7
0.000	99.977	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg161_def.cx9a2_ser7

l.x

TODO - determine whether there is data for create index response time


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	71.056	26.857	2.080	0.006	0.000	0.000	0.000	0.000	0.121	pg9023_def.cx9a2_ser7
0.000	0.000	87.407	11.696	0.846	0.052	0.000	0.000	0.000	0.000	0.242	pg9124_def.cx9a2_ser7
0.000	0.000	81.141	17.584	1.058	0.216	0.001	0.000	0.000	0.000	0.333	pg9224_def.cx9a2_ser7
0.000	0.825	92.621	5.559	0.897	0.099	nonzero	0.000	0.000	0.000	0.271	pg9325_def.cx9a2_ser7
0.000	2.710	78.277	18.025	0.891	0.098	0.001	0.000	0.000	0.000	0.385	pg9426_def.cx9a2_ser7
0.000	86.721	13.246	0.011	0.022	nonzero	nonzero	0.000	0.000	0.000	0.259	pg9525_def.cx9a2_ser7
0.000	82.938	17.032	0.022	0.008	0.000	0.000	0.000	0.000	0.000	0.060	pg9624_def.cx9a2_ser7
0.000	79.741	20.228	0.023	0.008	nonzero	0.000	0.000	0.000	0.000	0.068	pg1023_def.cx9a2_ser7
0.000	81.360	18.639	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.059	pg1122_def.cx9a2_ser7
0.000	88.159	11.833	0.005	0.003	0.000	0.000	0.000	0.000	0.000	0.056	pg1217_def.cx9a2_ser7
0.000	82.312	17.672	0.012	0.003	0.000	0.000	0.000	0.000	0.000	0.047	pg1313_def.cx9a2_ser7
0.000	81.119	18.870	0.009	0.003	0.000	0.000	0.000	0.000	0.000	0.047	pg1410_def.cx9a2_ser7
0.000	82.908	17.071	0.009	0.012	0.000	0.000	0.000	0.000	0.000	0.039	pg155_def.cx9a2_ser7
0.000	81.764	18.227	0.007	0.002	0.000	0.000	0.000	0.000	0.000	0.040	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
2.940	67.543	15.479	11.830	2.204	0.004	0.000	0.000	0.000	0.000	0.116	pg9023_def.cx9a2_ser7
5.454	68.056	1.030	25.146	0.302	0.012	0.000	0.000	0.000	0.000	0.157	pg9124_def.cx9a2_ser7
8.464	66.312	5.444	19.344	0.358	0.078	0.001	0.000	0.000	0.000	0.304	pg9224_def.cx9a2_ser7
24.427	56.714	13.104	0.269	5.430	0.053	0.002	0.001	0.000	0.000	1.414	pg9325_def.cx9a2_ser7
24.341	56.696	0.916	15.614	2.398	0.033	0.003	0.000	0.000	0.000	0.887	pg9426_def.cx9a2_ser7
76.197	8.880	7.667	5.281	1.973	0.003	nonzero	0.000	0.000	0.000	0.296	pg9525_def.cx9a2_ser7
77.191	7.851	3.035	11.209	0.712	0.002	nonzero	0.000	0.000	0.000	0.323	pg9624_def.cx9a2_ser7
73.043	9.860	0.818	16.257	0.019	0.002	0.000	0.000	0.000	0.000	0.217	pg1023_def.cx9a2_ser7
78.362	4.383	0.695	16.264	0.295	0.000	0.000	0.000	0.000	0.000	0.058	pg1122_def.cx9a2_ser7
80.410	8.772	0.719	10.096	0.004	0.000	0.000	0.000	0.000	0.000	0.054	pg1217_def.cx9a2_ser7
77.443	6.737	0.379	15.437	0.003	0.000	0.000	0.000	0.000	0.000	0.045	pg1313_def.cx9a2_ser7
75.894	7.172	14.973	1.959	0.002	0.000	0.000	0.000	0.000	0.000	0.045	pg1410_def.cx9a2_ser7
77.688	5.794	9.239	7.270	0.009	0.000	0.000	0.000	0.000	0.000	0.037	pg155_def.cx9a2_ser7
76.693	6.350	10.774	6.182	0.001	0.000	0.000	0.000	0.000	0.000	0.040	pg161_def.cx9a2_ser7

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.113	92.986	5.670	1.218	0.013	0.000	0.000	0.000	0.000	0.000	0.040	pg9023_def.cx9a2_ser7
1.925	95.735	2.150	0.158	0.030	0.002	0.000	0.000	0.000	0.000	0.208	pg9124_def.cx9a2_ser7
3.026	95.605	1.189	0.145	0.034	0.002	0.000	0.000	0.000	0.000	0.151	pg9224_def.cx9a2_ser7
7.399	90.687	1.744	0.126	0.042	0.002	0.000	0.000	0.000	0.000	0.211	pg9325_def.cx9a2_ser7
14.309	83.812	1.721	0.122	0.033	0.003	0.000	0.000	0.000	0.000	0.240	pg9426_def.cx9a2_ser7
85.229	14.766	nonzero	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.052	pg9525_def.cx9a2_ser7
84.897	15.102	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9624_def.cx9a2_ser7
82.594	17.406	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1023_def.cx9a2_ser7
80.533	19.466	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1122_def.cx9a2_ser7
84.093	15.906	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg1217_def.cx9a2_ser7
87.997	12.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg1313_def.cx9a2_ser7
81.210	18.790	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg1410_def.cx9a2_ser7
84.760	15.240	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg155_def.cx9a2_ser7
81.167	18.833	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
70.320	8.984	10.712	9.918	0.067	nonzero	0.000	0.000	0.000	0.000	0.090	pg9023_def.cx9a2_ser7
71.215	0.718	3.922	24.126	0.018	0.001	0.000	0.000	0.000	0.000	0.111	pg9124_def.cx9a2_ser7
73.650	7.569	14.547	4.207	0.025	0.002	0.000	0.000	0.000	0.000	0.150	pg9224_def.cx9a2_ser7
80.568	5.034	5.652	0.047	8.697	0.002	nonzero	0.000	0.000	0.000	0.737	pg9325_def.cx9a2_ser7
80.283	0.544	0.010	19.132	0.028	0.003	nonzero	0.000	0.000	0.000	0.385	pg9426_def.cx9a2_ser7
84.825	0.859	2.647	11.639	0.029	nonzero	0.000	0.000	0.000	0.000	0.185	pg9525_def.cx9a2_ser7
83.924	1.848	5.571	7.602	1.054	nonzero	0.000	0.000	0.000	0.000	0.128	pg9624_def.cx9a2_ser7
82.710	0.040	nonzero	17.250	nonzero	nonzero	0.000	0.000	0.000	0.000	0.069	pg1023_def.cx9a2_ser7
80.629	0.033	0.003	19.335	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	pg1122_def.cx9a2_ser7
80.221	8.021	11.494	0.264	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	pg1217_def.cx9a2_ser7
84.068	7.762	0.515	7.655	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg1313_def.cx9a2_ser7
80.245	0.102	19.373	0.279	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg1410_def.cx9a2_ser7
84.317	0.218	15.465	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_ser7
80.619	0.151	19.230	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg161_def.cx9a2_ser7

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.986	0.013	nonzero	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg9023_def.cx9a2_ser7
99.989	0.010	nonzero	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9124_def.cx9a2_ser7
99.995	0.005	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9224_def.cx9a2_ser7
99.995	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9325_def.cx9a2_ser7
99.995	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg9426_def.cx9a2_ser7
99.994	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg9525_def.cx9a2_ser7
99.995	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg9624_def.cx9a2_ser7
99.994	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1023_def.cx9a2_ser7
99.994	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1122_def.cx9a2_ser7
99.995	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1217_def.cx9a2_ser7
99.995	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1313_def.cx9a2_ser7
99.995	0.005	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1410_def.cx9a2_ser7
99.995	0.005	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg155_def.cx9a2_ser7
99.995	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_ser7

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	11.083	83.000	5.917	0.000	0.000	0.000	0.000	0.000	0.027	pg9023_def.cx9a2_ser7
0.000	0.000	15.556	84.444	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9124_def.cx9a2_ser7
0.000	0.000	10.778	89.222	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9224_def.cx9a2_ser7
0.000	0.000	21.917	78.083	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9325_def.cx9a2_ser7
0.000	0.000	13.167	86.833	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9426_def.cx9a2_ser7
0.000	0.250	99.417	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_ser7
0.000	0.111	99.583	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9624_def.cx9a2_ser7
0.000	0.083	99.694	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1023_def.cx9a2_ser7
0.000	0.444	99.472	0.083	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1122_def.cx9a2_ser7
0.000	0.333	99.389	0.278	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_ser7
0.000	0.444	99.278	0.278	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1313_def.cx9a2_ser7
0.000	0.889	98.806	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_ser7
0.000	0.722	99.028	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_ser7
0.000	0.611	99.167	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.056	14.917	82.944	2.028	0.056	0.000	0.000	0.000	0.000	0.000	0.020	pg9023_def.cx9a2_ser7
0.056	20.556	78.889	0.500	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9124_def.cx9a2_ser7
0.028	17.333	79.472	3.167	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9224_def.cx9a2_ser7
0.028	17.556	80.361	2.056	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9325_def.cx9a2_ser7
0.194	19.722	67.694	12.389	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9426_def.cx9a2_ser7
0.000	18.000	73.083	8.917	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9525_def.cx9a2_ser7
0.028	27.306	72.028	0.639	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9624_def.cx9a2_ser7
0.000	18.917	80.778	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1023_def.cx9a2_ser7
0.028	20.389	78.944	0.639	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1122_def.cx9a2_ser7
0.444	52.417	47.139	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1217_def.cx9a2_ser7
3.167	51.167	45.667	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_ser7
0.111	51.528	48.361	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1410_def.cx9a2_ser7
0.111	58.306	41.583	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg155_def.cx9a2_ser7
0.028	51.889	48.083	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg161_def.cx9a2_ser7

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.664	1.335	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9023_def.cx9a2_ser7
98.146	1.853	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9124_def.cx9a2_ser7
99.493	0.506	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9224_def.cx9a2_ser7
99.305	0.685	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9325_def.cx9a2_ser7
99.786	0.214	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9426_def.cx9a2_ser7
99.849	0.151	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg9525_def.cx9a2_ser7
99.679	0.321	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg9624_def.cx9a2_ser7
99.604	0.396	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1023_def.cx9a2_ser7
99.677	0.323	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1122_def.cx9a2_ser7
99.704	0.295	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1217_def.cx9a2_ser7
99.712	0.288	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1313_def.cx9a2_ser7
99.624	0.376	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1410_def.cx9a2_ser7
99.668	0.332	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_ser7
99.656	0.344	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg161_def.cx9a2_ser7

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	30.139	65.250	4.611	0.000	0.000	0.000	0.000	0.000	0.026	pg9023_def.cx9a2_ser7
0.000	0.000	34.222	65.694	0.083	0.000	0.000	0.000	0.000	0.000	0.019	pg9124_def.cx9a2_ser7
0.000	0.000	31.778	68.222	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9224_def.cx9a2_ser7
0.000	0.000	34.278	65.722	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9325_def.cx9a2_ser7
0.000	0.000	32.278	67.694	0.028	0.000	0.000	0.000	0.000	0.000	0.016	pg9426_def.cx9a2_ser7
0.000	0.028	99.667	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9525_def.cx9a2_ser7
0.000	0.139	99.806	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_ser7
0.000	0.000	99.722	0.278	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1023_def.cx9a2_ser7
0.000	0.361	99.556	0.083	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1122_def.cx9a2_ser7
0.000	0.333	99.417	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_ser7
0.000	0.528	99.361	0.111	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1313_def.cx9a2_ser7
0.000	0.556	99.222	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_ser7
0.000	0.722	99.139	0.139	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_ser7
0.000	0.111	99.722	0.167	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	39.306	59.306	1.389	0.000	0.000	0.000	0.000	0.000	0.022	pg9023_def.cx9a2_ser7
0.000	0.000	38.000	62.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9124_def.cx9a2_ser7
0.000	0.000	38.167	61.833	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9224_def.cx9a2_ser7
0.000	0.000	37.778	62.222	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9325_def.cx9a2_ser7
0.000	0.000	43.167	56.833	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9426_def.cx9a2_ser7
0.000	0.000	30.472	69.528	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9525_def.cx9a2_ser7
0.000	0.000	41.750	58.250	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9624_def.cx9a2_ser7
0.000	0.000	35.806	64.194	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1023_def.cx9a2_ser7
0.000	0.000	33.139	66.861	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1122_def.cx9a2_ser7
0.000	5.444	93.667	0.889	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1217_def.cx9a2_ser7
0.000	11.333	87.806	0.861	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1313_def.cx9a2_ser7
0.000	8.528	90.806	0.667	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1410_def.cx9a2_ser7
0.000	7.389	92.278	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg155_def.cx9a2_ser7
0.000	7.222	89.167	3.611	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg161_def.cx9a2_ser7

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.966	0.031	nonzero	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg9023_def.cx9a2_ser7
99.982	0.018	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9124_def.cx9a2_ser7
99.991	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9224_def.cx9a2_ser7
99.985	0.014	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9325_def.cx9a2_ser7
99.992	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9426_def.cx9a2_ser7
99.991	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9525_def.cx9a2_ser7
99.991	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9624_def.cx9a2_ser7
99.991	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1023_def.cx9a2_ser7
99.993	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1122_def.cx9a2_ser7
99.993	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1217_def.cx9a2_ser7
99.994	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_ser7
99.994	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1410_def.cx9a2_ser7
99.994	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_ser7
99.994	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg161_def.cx9a2_ser7

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	9.594	84.917	5.489	0.000	0.000	0.000	0.000	0.000	0.029	pg9023_def.cx9a2_ser7
0.000	0.000	36.261	63.567	0.172	0.000	0.000	0.000	0.000	0.000	0.022	pg9124_def.cx9a2_ser7
0.000	0.000	17.739	82.256	0.006	0.000	0.000	0.000	0.000	0.000	0.017	pg9224_def.cx9a2_ser7
0.000	0.000	15.200	84.794	0.006	0.000	0.000	0.000	0.000	0.000	0.016	pg9325_def.cx9a2_ser7
0.000	0.000	18.950	81.044	0.006	0.000	0.000	0.000	0.000	0.000	0.020	pg9426_def.cx9a2_ser7
0.000	1.606	98.361	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_ser7
0.000	3.028	96.944	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_ser7
0.000	2.939	96.972	0.089	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1023_def.cx9a2_ser7
0.000	5.556	94.439	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1122_def.cx9a2_ser7
0.000	5.722	94.233	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_ser7
0.000	4.678	95.311	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1313_def.cx9a2_ser7
0.000	9.039	90.956	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_ser7
0.000	6.889	93.067	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_ser7
0.000	6.850	93.144	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
28.567	70.506	0.439	0.428	0.061	0.000	0.000	0.000	0.000	0.000	0.021	pg9023_def.cx9a2_ser7
25.928	69.033	1.056	3.983	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9124_def.cx9a2_ser7
30.328	67.800	0.511	1.361	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9224_def.cx9a2_ser7
27.661	66.706	0.311	5.322	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9325_def.cx9a2_ser7
33.233	65.561	0.011	1.194	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9426_def.cx9a2_ser7
45.678	53.917	0.072	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9525_def.cx9a2_ser7
32.567	62.800	0.939	3.694	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9624_def.cx9a2_ser7
37.822	54.267	1.294	6.617	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1023_def.cx9a2_ser7
34.561	57.211	0.933	7.294	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1122_def.cx9a2_ser7
34.961	61.883	3.150	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_ser7
36.794	60.883	2.283	0.039	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1313_def.cx9a2_ser7
38.606	57.561	3.800	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_ser7
36.633	58.333	5.028	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_ser7
30.478	60.717	8.706	0.100	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg161_def.cx9a2_ser7

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.615	0.385	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9023_def.cx9a2_ser7
99.519	0.481	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9124_def.cx9a2_ser7
99.724	0.276	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg9224_def.cx9a2_ser7
99.685	0.315	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg9325_def.cx9a2_ser7
99.763	0.237	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.056	pg9426_def.cx9a2_ser7
99.816	0.184	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9525_def.cx9a2_ser7
99.748	0.252	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9624_def.cx9a2_ser7
99.605	0.394	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1023_def.cx9a2_ser7
99.565	0.435	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1122_def.cx9a2_ser7
99.607	0.393	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1217_def.cx9a2_ser7
99.690	0.310	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1313_def.cx9a2_ser7
99.645	0.355	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_ser7
99.630	0.370	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg155_def.cx9a2_ser7
99.693	0.307	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg161_def.cx9a2_ser7

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	33.317	61.767	4.917	0.000	0.000	0.000	0.000	0.000	0.033	pg9023_def.cx9a2_ser7
0.000	0.000	70.417	29.328	0.256	0.000	0.000	0.000	0.000	0.000	0.037	pg9124_def.cx9a2_ser7
0.000	0.000	37.283	62.656	0.061	0.000	0.000	0.000	0.000	0.000	0.043	pg9224_def.cx9a2_ser7
0.000	0.000	43.511	56.439	0.050	0.000	0.000	0.000	0.000	0.000	0.031	pg9325_def.cx9a2_ser7
0.000	0.000	55.856	44.106	0.039	0.000	0.000	0.000	0.000	0.000	0.056	pg9426_def.cx9a2_ser7
0.000	20.267	79.706	0.022	0.006	0.000	0.000	0.000	0.000	0.000	0.037	pg9525_def.cx9a2_ser7
0.000	17.317	82.672	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_ser7
0.000	14.383	85.606	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1023_def.cx9a2_ser7
0.000	20.850	79.139	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1122_def.cx9a2_ser7
0.000	18.961	81.033	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_ser7
0.000	19.633	80.356	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1313_def.cx9a2_ser7
0.000	19.433	80.556	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg1410_def.cx9a2_ser7
0.000	17.078	82.906	0.011	0.006	0.000	0.000	0.000	0.000	0.000	0.024	pg155_def.cx9a2_ser7
0.000	20.928	79.061	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
25.561	39.222	24.044	10.828	0.344	0.000	0.000	0.000	0.000	0.000	0.026	pg9023_def.cx9a2_ser7
25.328	37.050	25.839	11.778	0.006	0.000	0.000	0.000	0.000	0.000	0.020	pg9124_def.cx9a2_ser7
19.261	40.806	24.422	15.489	0.022	0.000	0.000	0.000	0.000	0.000	0.036	pg9224_def.cx9a2_ser7
37.267	52.206	10.383	0.144	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9325_def.cx9a2_ser7
44.889	43.817	11.050	0.233	0.011	0.000	0.000	0.000	0.000	0.000	0.017	pg9426_def.cx9a2_ser7
42.689	46.772	10.439	0.094	0.006	0.000	0.000	0.000	0.000	0.000	0.036	pg9525_def.cx9a2_ser7
44.117	43.972	11.794	0.117	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9624_def.cx9a2_ser7
40.372	46.911	11.622	1.094	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1023_def.cx9a2_ser7
42.700	47.544	9.739	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1122_def.cx9a2_ser7
43.311	52.133	4.556	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1217_def.cx9a2_ser7
38.611	57.078	4.311	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_ser7
38.661	55.372	5.967	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1410_def.cx9a2_ser7
35.367	59.844	4.789	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg155_def.cx9a2_ser7
39.789	54.467	5.739	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg161_def.cx9a2_ser7

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.947	0.049	0.001	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg9023_def.cx9a2_ser7
99.981	0.019	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg9124_def.cx9a2_ser7
99.988	0.012	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9224_def.cx9a2_ser7
99.965	0.035	nonzero	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg9325_def.cx9a2_ser7
99.961	0.039	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9426_def.cx9a2_ser7
99.965	0.035	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9525_def.cx9a2_ser7
99.960	0.040	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9624_def.cx9a2_ser7
99.964	0.036	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1023_def.cx9a2_ser7
99.976	0.024	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1122_def.cx9a2_ser7
99.992	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_ser7
99.992	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1313_def.cx9a2_ser7
99.994	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1410_def.cx9a2_ser7
99.993	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg155_def.cx9a2_ser7
99.993	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg161_def.cx9a2_ser7

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	48.619	47.694	3.686	0.000	0.000	0.000	0.000	0.000	0.036	pg9023_def.cx9a2_ser7
0.000	0.000	68.108	31.633	0.258	0.000	0.000	0.000	0.000	0.000	0.033	pg9124_def.cx9a2_ser7
0.000	0.000	51.742	48.189	0.069	0.000	0.000	0.000	0.000	0.000	0.023	pg9224_def.cx9a2_ser7
0.000	0.000	53.703	46.278	0.019	0.000	0.000	0.000	0.000	0.000	0.019	pg9325_def.cx9a2_ser7
0.000	0.000	74.914	25.083	0.003	0.000	0.000	0.000	0.000	0.000	0.017	pg9426_def.cx9a2_ser7
0.000	4.644	95.350	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_ser7
0.000	4.714	95.281	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_ser7
0.000	7.664	92.331	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1023_def.cx9a2_ser7
0.000	7.425	92.558	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1122_def.cx9a2_ser7
0.000	5.542	94.447	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_ser7
0.000	6.581	93.389	0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1313_def.cx9a2_ser7
0.000	5.294	94.681	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_ser7
0.000	8.169	91.828	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_ser7
0.000	5.317	94.661	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
13.133	62.589	14.306	9.575	0.397	0.000	0.000	0.000	0.000	0.000	0.027	pg9023_def.cx9a2_ser7
17.719	57.961	17.439	6.878	0.003	0.000	0.000	0.000	0.000	0.000	0.022	pg9124_def.cx9a2_ser7
18.172	57.867	17.789	6.164	0.008	0.000	0.000	0.000	0.000	0.000	0.022	pg9224_def.cx9a2_ser7
18.106	67.244	9.747	4.903	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9325_def.cx9a2_ser7
23.558	65.389	7.678	3.375	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9426_def.cx9a2_ser7
30.819	53.083	12.122	3.975	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_ser7
29.111	56.583	10.325	3.981	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9624_def.cx9a2_ser7
32.183	53.261	10.819	3.736	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1023_def.cx9a2_ser7
37.550	49.067	9.461	3.922	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1122_def.cx9a2_ser7
30.458	52.653	16.889	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1217_def.cx9a2_ser7
31.611	57.639	10.747	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1313_def.cx9a2_ser7
46.483	45.522	7.994	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1410_def.cx9a2_ser7
33.653	55.908	10.439	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_ser7
35.347	52.381	12.272	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg161_def.cx9a2_ser7

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.571	0.429	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9023_def.cx9a2_ser7
99.468	0.531	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9124_def.cx9a2_ser7
99.731	0.269	nonzero	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	pg9224_def.cx9a2_ser7
99.627	0.373	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9325_def.cx9a2_ser7
99.719	0.281	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9426_def.cx9a2_ser7
99.828	0.172	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9525_def.cx9a2_ser7
99.647	0.353	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_ser7
99.575	0.425	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1023_def.cx9a2_ser7
99.609	0.391	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1122_def.cx9a2_ser7
99.577	0.423	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1217_def.cx9a2_ser7
99.559	0.441	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1313_def.cx9a2_ser7
99.591	0.409	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg1410_def.cx9a2_ser7
99.646	0.354	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	pg155_def.cx9a2_ser7
99.687	0.313	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg161_def.cx9a2_ser7

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	60.992	35.769	3.239	0.000	0.000	0.000	0.000	0.000	0.035	pg9023_def.cx9a2_ser7
0.000	0.000	84.003	15.736	0.261	0.000	0.000	0.000	0.000	0.000	0.037	pg9124_def.cx9a2_ser7
0.000	0.000	63.992	35.964	0.044	0.000	0.000	0.000	0.000	0.000	0.032	pg9224_def.cx9a2_ser7
0.000	0.000	71.253	28.739	0.008	0.000	0.000	0.000	0.000	0.000	0.026	pg9325_def.cx9a2_ser7
0.000	0.000	80.433	19.564	0.003	0.000	0.000	0.000	0.000	0.000	0.016	pg9426_def.cx9a2_ser7
0.000	27.289	72.692	0.011	0.008	0.000	0.000	0.000	0.000	0.000	0.032	pg9525_def.cx9a2_ser7
0.000	22.333	77.633	0.008	0.025	0.000	0.000	0.000	0.000	0.000	0.032	pg9624_def.cx9a2_ser7
0.000	20.217	79.753	0.011	0.019	0.000	0.000	0.000	0.000	0.000	0.029	pg1023_def.cx9a2_ser7
0.000	24.819	75.128	0.031	0.022	0.000	0.000	0.000	0.000	0.000	0.031	pg1122_def.cx9a2_ser7
0.000	22.819	77.147	0.017	0.017	0.000	0.000	0.000	0.000	0.000	0.031	pg1217_def.cx9a2_ser7
0.000	24.967	74.997	0.008	0.028	0.000	0.000	0.000	0.000	0.000	0.029	pg1313_def.cx9a2_ser7
0.000	24.125	75.850	0.014	0.011	0.000	0.000	0.000	0.000	0.000	0.024	pg1410_def.cx9a2_ser7
0.000	20.125	79.847	0.017	0.011	0.000	0.000	0.000	0.000	0.000	0.033	pg155_def.cx9a2_ser7
0.000	16.517	83.461	0.008	0.014	0.000	0.000	0.000	0.000	0.000	0.046	pg161_def.cx9a2_ser7

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
22.847	54.475	15.483	6.889	0.306	0.000	0.000	0.000	0.000	0.000	0.026	pg9023_def.cx9a2_ser7
25.158	52.619	18.964	3.253	0.006	0.000	0.000	0.000	0.000	0.000	0.022	pg9124_def.cx9a2_ser7
20.189	55.747	20.758	3.292	0.014	0.000	0.000	0.000	0.000	0.000	0.020	pg9224_def.cx9a2_ser7
24.667	51.539	19.461	4.331	0.003	0.000	0.000	0.000	0.000	0.000	0.022	pg9325_def.cx9a2_ser7
29.186	49.144	18.194	3.472	0.003	0.000	0.000	0.000	0.000	0.000	0.018	pg9426_def.cx9a2_ser7
41.144	40.383	16.308	2.156	0.008	0.000	0.000	0.000	0.000	0.000	0.030	pg9525_def.cx9a2_ser7
37.319	43.194	17.528	1.939	0.019	0.000	0.000	0.000	0.000	0.000	0.030	pg9624_def.cx9a2_ser7
36.147	44.258	16.944	2.633	0.017	0.000	0.000	0.000	0.000	0.000	0.027	pg1023_def.cx9a2_ser7
39.128	37.575	20.600	2.681	0.017	0.000	0.000	0.000	0.000	0.000	0.027	pg1122_def.cx9a2_ser7
37.772	48.367	13.828	0.019	0.014	0.000	0.000	0.000	0.000	0.000	0.029	pg1217_def.cx9a2_ser7
41.103	42.789	16.069	0.014	0.025	0.000	0.000	0.000	0.000	0.000	0.027	pg1313_def.cx9a2_ser7
39.511	42.708	17.678	0.092	0.011	0.000	0.000	0.000	0.000	0.000	0.022	pg1410_def.cx9a2_ser7
37.131	47.117	15.725	0.019	0.008	0.000	0.000	0.000	0.000	0.000	0.030	pg155_def.cx9a2_ser7
39.869	50.158	9.958	0.003	0.011	0.000	0.000	0.000	0.000	0.000	0.033	pg161_def.cx9a2_ser7