Introduction

This is a report for the insert benchmark with 30M 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, 16G RAM and an NVMe SSD. It is described here as the Beelink. 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 30M 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_bee 6000012875664822082763531616720313868713461
pg9124_def.cx9a2_bee 6135012931174931881783431246953312372693440
pg9224_def.cx9a2_bee 5882413333473561741833336007427363876093617
pg9325_def.cx9a2_bee 6060613215974322290827435307192354371293514
pg9426_def.cx9a2_bee 6593412195275502260841736027189358072173551
pg9525_def.cx9a2_bee 66964140187103172010830135707314360672183648
pg9624_def.cx9a2_bee 64795196079181571976848535177265352773803570
pg1023_def.cx9a2_bee 63830225565189043327846534647479349673603513
pg1119_def.cx9a2_bee 74074223881114511778897635417590355076833540
pg1122_def.cx9a2_bee 74257215828114712344920935297659354677363557
pg1217_def.cx9a2_bee 72115220589181742819870535228284357182623525
pg1310_def.cx9a2_bee 74627214286185366281878735208182352081843523
pg1313_def.cx9a2_bee 74074212767159433594882335138171349481113510
pg1410_def.cx9a2_bee 72639214286190385893846234418223349382413496
pg155_def.cx9a2_bee 75188223881218945176843434748303348882363494
pg161_def.cx9a2_bee 74813232559215635882891834338195344183473461

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_bee 1.001.001.001.001.001.001.001.001.001.00
pg9124_def.cx9a2_bee 1.021.001.160.901.030.991.031.001.060.99
pg9224_def.cx9a2_bee 0.981.041.130.841.091.141.111.161.111.05
pg9325_def.cx9a2_bee 1.011.031.151.101.081.121.071.131.041.02
pg9426_def.cx9a2_bee 1.100.951.161.091.101.141.071.141.051.03
pg9525_def.cx9a2_bee 1.121.091.590.971.091.131.091.151.051.05
pg9624_def.cx9a2_bee 1.081.522.800.951.111.111.081.121.071.03
pg1023_def.cx9a2_bee 1.061.752.921.601.111.101.111.111.071.02
pg1119_def.cx9a2_bee 1.231.741.770.851.181.121.131.131.121.02
pg1122_def.cx9a2_bee 1.241.681.771.131.211.121.141.131.131.03
pg1217_def.cx9a2_bee 1.201.712.801.351.141.111.231.141.201.02
pg1310_def.cx9a2_bee 1.241.662.863.021.151.111.221.121.191.02
pg1313_def.cx9a2_bee 1.231.652.461.731.161.111.221.111.181.01
pg1410_def.cx9a2_bee 1.211.662.942.831.111.091.221.111.201.01
pg155_def.cx9a2_bee 1.251.743.382.491.101.101.241.111.201.01
pg161_def.cx9a2_bee 1.251.813.332.831.171.091.221.101.211.00

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

dbmsqr100.L1qp100.L2qr500.L3qp500.L4qr1000.L5qp1000.L6
pg9023_def.cx9a2_bee100100499499998998
pg9124_def.cx9a2_bee100100499499998999
pg9224_def.cx9a2_bee100100499499997998
pg9325_def.cx9a2_bee100100499499997999
pg9426_def.cx9a2_bee100100499499998998
pg9525_def.cx9a2_bee100100499499998998
pg9624_def.cx9a2_bee100100499499998999
pg1023_def.cx9a2_bee100100499499998998
pg1119_def.cx9a2_bee100100499499998998
pg1122_def.cx9a2_bee100100499499998998
pg1217_def.cx9a2_bee100100499499998998
pg1310_def.cx9a2_bee100100499499998998
pg1313_def.cx9a2_bee100100499499999999
pg1410_def.cx9a2_bee100100499499997998
pg155_def.cx9a2_bee100100499499997998
pg161_def.cx9a2_bee100100499499998998
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_bee99.0470.7180.2350.047
pg9124_def.cx9a2_bee99.9240.0750.0010.040
pg9224_def.cx9a2_bee99.9380.0610.0010.039
pg9325_def.cx9a2_bee99.8930.1060.0010.048
pg9426_def.cx9a2_bee99.8890.1100.0010.057
pg9525_def.cx9a2_bee100.0000.003
pg9624_def.cx9a2_bee100.0000.003
pg1023_def.cx9a2_bee100.0000.003
pg1119_def.cx9a2_bee100.0000.003
pg1122_def.cx9a2_bee100.0000.002
pg1217_def.cx9a2_bee100.0000.003
pg1310_def.cx9a2_bee100.0000.003
pg1313_def.cx9a2_bee100.0000.003
pg1410_def.cx9a2_bee100.0000.003
pg155_def.cx9a2_bee100.0000.003
pg161_def.cx9a2_bee100.0000.003

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
60000	0	0	0.0	265.5	22.3	0.000	0.000	0.004	0.381	6354	21.2	0.106	28	2.9	3.0	2.3	0.047	60235	56935	pg9023_def.cx9a2_bee
61350	0	0	0.0	272.0	22.9	0.000	0.000	0.004	0.382	6486	22.4	0.106	29	2.9	3.0	1.4	0.040	61504	59591	pg9124_def.cx9a2_bee
58824	0	0	0.0	1391.7	21.8	0.000	0.000	0.024	0.380	9859	22.1	0.168	30	2.9	3.0	2.9	0.039	58955	57058	pg9224_def.cx9a2_bee
60606	0	0	0.0	1121.0	25.5	0.000	0.000	0.018	0.431	9038	22.6	0.149	30	2.9	3.0	2.7	0.048	60861	57832	pg9325_def.cx9a2_bee
65934	0	0	0.0	1130.1	27.8	0.000	0.000	0.017	0.431	9378	22.3	0.142	27	2.9	3.0	0.8	0.057	66424	62599	pg9426_def.cx9a2_bee
66964	0	0	0.0	905.7	28.7	0.000	0.000	0.014	0.438	9533	22.1	0.142	26	2.9	7.8	0.2	0.003	67225	65423	pg9525_def.cx9a2_bee
64795	0	0	0.0	75.2	27.7	0.000	0.000	0.001	0.437	8021	23.3	0.124	29	2.9	7.8	0.2	0.003	64928	63027	pg9624_def.cx9a2_bee
63830	0	0	0.0	74.8	27.3	0.000	0.000	0.001	0.437	7874	22.6	0.123	28	2.9	7.8	1.2	0.003	63930	62405	pg1023_def.cx9a2_bee
74074	0	0	0.0	87.0	31.7	0.000	0.000	0.001	0.438	9131	23.3	0.123	25	2.9	7.8	0.2	0.003	74516	72286	pg1119_def.cx9a2_bee
74257	0	0	0.0	86.9	31.8	0.000	0.000	0.001	0.438	9098	23.1	0.123	25	2.9	7.8	0.2	0.002	74618	72616	pg1122_def.cx9a2_bee
72115	0	0	0.0	84.0	30.9	0.000	0.000	0.001	0.438	8934	23.1	0.124	26	2.9	7.8	1.5	0.003	72422	69821	pg1217_def.cx9a2_bee
74627	0	0	0.0	87.2	32.0	0.000	0.000	0.001	0.439	9188	23.0	0.123	25	2.9	7.8	2.9	0.003	75016	72601	pg1310_def.cx9a2_bee
74074	0	0	0.0	86.8	31.8	0.000	0.000	0.001	0.440	9158	23.6	0.124	25	2.9	7.8	0.2	0.003	74517	71917	pg1313_def.cx9a2_bee
72639	0	0	0.0	84.9	31.2	0.000	0.000	0.001	0.440	9065	22.9	0.125	25	2.9	7.8	2.8	0.003	72943	70920	pg1410_def.cx9a2_bee
75188	0	0	0.0	87.5	32.3	0.000	0.000	0.001	0.440	9246	23.2	0.123	25	2.9	7.8	0.9	0.003	75615	72611	pg155_def.cx9a2_bee
74813	0	0	0.0	87.2	32.0	0.000	0.000	0.001	0.438	9247	23.2	0.124	25	2.9	7.8	2.9	0.003	75140	73084	pg161_def.cx9a2_bee

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
128756	0	0	0.0	244.9	42.4	0.000	0.000	0.002	0.337	417	11.7	0.003	7	5.8	5.9	2.7	0.003	NA	NA	pg9023_def.cx9a2_bee
129311	0	0	0.0	237.9	39.6	0.000	0.000	0.002	0.314	407	12.1	0.003	7	5.8	5.9	2.7	0.003	NA	NA	pg9124_def.cx9a2_bee
133334	0	0	0.0	253.2	41.1	0.000	0.000	0.002	0.316	380	12.0	0.003	7	5.8	6.0	2.7	0.003	NA	NA	pg9224_def.cx9a2_bee
132159	0	0	0.0	264.4	47.2	0.000	0.000	0.002	0.366	467	12.2	0.004	7	5.8	5.9	3.0	0.003	NA	NA	pg9325_def.cx9a2_bee
121952	0	0	0.0	230.4	37.2	0.000	0.000	0.002	0.313	369	12.2	0.003	8	5.8	5.9	3.0	0.003	NA	NA	pg9426_def.cx9a2_bee
140187	0	0	0.0	100.3	45.7	0.000	0.000	0.001	0.334	438	11.7	0.003	7	5.8	13.3	3.0	0.004	NA	NA	pg9525_def.cx9a2_bee
196079	0	0	0.0	138.4	63.6	0.000	0.000	0.001	0.332	579	11.8	0.003	5	5.8	13.3	3.0	0.004	NA	NA	pg9624_def.cx9a2_bee
225565	0	0	0.0	158.7	73.3	0.000	0.000	0.001	0.333	591	11.5	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1023_def.cx9a2_bee
223881	0	0	0.0	157.0	72.4	0.000	0.000	0.001	0.331	642	11.4	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1119_def.cx9a2_bee
215828	0	0	0.0	148.2	69.0	0.000	0.000	0.001	0.327	612	11.6	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1122_def.cx9a2_bee
220589	0	0	0.0	161.6	74.8	0.000	0.000	0.001	0.347	642	11.5	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1217_def.cx9a2_bee
214286	0	0	0.0	147.0	68.1	0.000	0.000	0.001	0.326	608	11.6	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1310_def.cx9a2_bee
212767	0	0	0.0	170.7	78.9	0.000	0.000	0.001	0.380	869	11.7	0.004	4	5.8	13.3	3.0	0.004	NA	NA	pg1313_def.cx9a2_bee
214286	0	0	0.0	149.8	69.8	0.000	0.000	0.001	0.333	749	11.7	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1410_def.cx9a2_bee
223881	0	0	0.0	176.8	82.2	0.000	0.000	0.001	0.376	561	11.7	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg155_def.cx9a2_bee
232559	0	0	0.0	167.4	78.2	0.000	0.000	0.001	0.344	496	11.5	0.002	4	5.8	13.3	3.1	0.004	NA	NA	pg161_def.cx9a2_bee

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_bee97.0832.9170.0010.109
pg9124_def.cx9a2_bee99.5080.491nonzero0.080
pg9224_def.cx9a2_bee99.9170.083nonzero0.069
pg9325_def.cx9a2_bee1.73797.9200.2940.049nonzero0.266
pg9426_def.cx9a2_bee0.06499.6230.3010.0120.130
pg9525_def.cx9a2_bee99.9940.0050.001nonzero0.173
pg9624_def.cx9a2_bee99.9920.0070.0010.060
pg1023_def.cx9a2_bee99.9980.002nonzero0.021
pg1119_def.cx9a2_bee99.9970.002nonzerononzero0.065
pg1122_def.cx9a2_bee99.9960.004nonzero0.019
pg1217_def.cx9a2_bee99.9970.003nonzero0.017
pg1310_def.cx9a2_bee99.9960.004nonzero0.025
pg1313_def.cx9a2_bee99.9970.003nonzero0.022
pg1410_def.cx9a2_bee99.6180.3750.0070.029
pg155_def.cx9a2_bee99.9960.003nonzero0.041
pg161_def.cx9a2_bee99.9970.003nonzero0.024

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_bee0.02670.6582.04626.8280.4410.0020.077
pg9124_def.cx9a2_bee0.03473.9950.43025.2870.2500.0030.089
pg9224_def.cx9a2_bee0.02674.7860.36224.8020.0200.0040.094
pg9325_def.cx9a2_bee0.02679.6000.37118.1141.8770.0100.0020.758
pg9426_def.cx9a2_bee0.02779.1000.41920.2340.2150.0040.0010.312
pg9525_def.cx9a2_bee0.32382.4920.4930.77215.9170.003nonzero0.282
pg9624_def.cx9a2_bee0.38981.5309.9096.1062.0630.0020.0010.299
pg1023_def.cx9a2_bee0.24381.13911.2735.2562.0860.0030.0010.334
pg1119_def.cx9a2_bee0.46882.4740.4286.08410.5460.063
pg1122_def.cx9a2_bee0.38682.6740.4615.28611.1930.025
pg1217_def.cx9a2_bee0.19582.7250.65016.429nonzero0.028
pg1310_def.cx9a2_bee0.32882.0323.93513.705nonzero0.022
pg1313_def.cx9a2_bee0.30881.6590.67217.361nonzero0.020
pg1410_def.cx9a2_bee0.12981.7193.75014.401nonzero0.022
pg155_def.cx9a2_bee0.13781.7064.93413.2230.0010.040
pg161_def.cx9a2_bee0.13380.8615.19913.807nonzero0.020

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
6482	0	0	0.0	13112.4	225.3	0.000	0.000	2.023	35.585	4895	20.4	0.755	252	7.9	8.1	3.3	0.109	6693	4043	pg9023_def.cx9a2_bee
7493	0	0	0.0	15134.8	259.3	0.000	0.000	2.020	35.434	4892	23.8	0.653	254	8.0	8.2	3.3	0.080	8440	3795	pg9124_def.cx9a2_bee
7356	0	0	0.0	14826.3	251.8	0.000	0.000	2.016	35.054	5928	23.9	0.806	260	8.0	8.2	2.4	0.069	8540	3396	pg9224_def.cx9a2_bee
7432	0	4	0.2	14369.6	248.4	0.001	0.024	1.933	34.228	5694	23.1	0.766	249	8.2	8.4	5.4	0.266	8788	2549	pg9325_def.cx9a2_bee
7550	0	2	0.0	14914.8	256.1	0.000	0.003	1.975	34.736	4999	23.6	0.662	250	8.2	8.4	6.6	0.130	8740	3246	pg9426_def.cx9a2_bee
10317	0	29	0.1	435.9	17.9	0.003	0.013	0.042	1.776	5404	18.1	0.524	140	8.4	42.1	6.6	0.173	2649	1847	pg9525_def.cx9a2_bee
18157	0	48	0.2	91.6	27.4	0.003	0.012	0.005	1.545	9141	22.6	0.503	100	8.3	41.1	6.2	0.060	27321	1548	pg9624_def.cx9a2_bee
18904	0	50	0.2	93.6	28.2	0.003	0.012	0.005	1.525	9418	23.7	0.498	100	8.2	40.2	8.2	0.021	27121	1498	pg1023_def.cx9a2_bee
11451	0	32	0.1	59.7	15.8	0.003	0.013	0.005	1.411	5841	18.5	0.510	129	8.3	30.7	6.6	0.065	3148	2047	pg1119_def.cx9a2_bee
11471	0	31	0.1	59.4	15.9	0.003	0.013	0.005	1.416	5854	18.6	0.510	130	8.3	31.2	5.6	0.019	3097	2148	pg1122_def.cx9a2_bee
18174	0	50	0.2	90.8	26.3	0.003	0.013	0.005	1.483	9092	22.9	0.500	101	8.2	38.8	4.2	0.017	27570	4645	pg1217_def.cx9a2_bee
18536	0	52	0.2	92.6	27.0	0.003	0.012	0.005	1.490	9281	22.6	0.501	98	8.0	39.2	8.1	0.025	27830	4046	pg1310_def.cx9a2_bee
15943	0	47	0.2	81.7	22.1	0.003	0.012	0.005	1.419	8047	21.8	0.505	109	8.2	36.3	6.5	0.022	5891	3748	pg1313_def.cx9a2_bee
19038	0	136	1.0	89.2	26.6	0.007	0.054	0.005	1.433	9526	21.4	0.500	90	7.9	39.2	5.3	0.029	27669	4246	pg1410_def.cx9a2_bee
21894	0	57	0.3	96.1	29.1	0.003	0.012	0.004	1.360	10719	22.9	0.490	84	7.9	38.4	0.1	0.041	28419	7042	pg155_def.cx9a2_bee
21563	0	56	0.3	95.3	28.8	0.003	0.012	0.004	1.366	10572	22.8	0.490	85	7.9	38.5	7.5	0.024	28318	6193	pg161_def.cx9a2_bee

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_bee83.87214.5071.5930.0280.031
pg9124_def.cx9a2_bee91.6988.1260.1270.0490.036
pg9224_def.cx9a2_bee90.0989.7240.1780.0010.037
pg9325_def.cx9a2_bee94.3625.4450.1910.0010.048
pg9426_def.cx9a2_bee93.8905.9140.1940.002nonzero0.090
pg9525_def.cx9a2_bee25.50274.4930.0030.001nonzero0.036
pg9624_def.cx9a2_bee20.56679.4300.004nonzerononzero0.020
pg1023_def.cx9a2_bee12.12387.8710.005nonzerononzero0.045
pg1119_def.cx9a2_bee34.96665.0310.003nonzero0.005
pg1122_def.cx9a2_bee37.57562.4220.002nonzero0.005
pg1217_def.cx9a2_bee35.33264.6650.003nonzerononzero0.037
pg1310_def.cx9a2_bee37.95062.0450.004nonzero0.006
pg1313_def.cx9a2_bee35.69664.2990.005nonzerononzero0.030
pg1410_def.cx9a2_bee19.50380.4940.003nonzero0.007
pg155_def.cx9a2_bee21.73778.2600.0030.004
pg161_def.cx9a2_bee21.96678.0310.003nonzero0.004

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_bee40.57832.6391.66425.0580.060nonzero0.070
pg9124_def.cx9a2_bee42.69331.7320.02625.5270.021nonzero0.077
pg9224_def.cx9a2_bee38.93335.2670.01525.784nonzerononzero0.078
pg9325_def.cx9a2_bee44.61137.3380.02518.0260.001nonzerononzero0.266
pg9426_def.cx9a2_bee44.14837.2050.02918.6160.001nonzerononzero0.261
pg9525_def.cx9a2_bee61.30920.4150.00317.2760.997nonzero0.108
pg9624_def.cx9a2_bee63.22015.1080.00421.5500.117nonzero0.107
pg1023_def.cx9a2_bee65.87018.8067.9475.3492.028nonzerononzero0.314
pg1119_def.cx9a2_bee64.68213.8970.00520.0241.3930.022
pg1122_def.cx9a2_bee67.96815.0330.00416.4290.5650.019
pg1217_def.cx9a2_bee65.04413.6060.07521.274nonzero0.037
pg1310_def.cx9a2_bee66.21720.81410.1942.7740.0010.026
pg1313_def.cx9a2_bee68.55114.1250.00717.317nonzero0.030
pg1410_def.cx9a2_bee55.52625.37417.5181.5820.009
pg155_def.cx9a2_bee54.55823.25018.2823.9090.011
pg161_def.cx9a2_bee57.90024.36214.1103.6280.009

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
2082	0	0	0.0	4217.9	70.1	0.000	0.000	2.025	34.465	9474	17.1	4.550	657	8.0	8.2	3.0	0.031	769	440	pg9023_def.cx9a2_bee
1881	0	0	0.0	3797.3	62.0	0.000	0.000	2.019	33.774	8314	17.1	4.420	727	8.1	8.3	2.5	0.036	615	405	pg9124_def.cx9a2_bee
1741	0	0	0.0	3713.6	57.0	0.000	0.000	2.133	33.538	8581	17.0	4.928	781	8.1	8.3	0.8	0.037	550	365	pg9224_def.cx9a2_bee
2290	0	0	0.0	4824.4	73.0	0.000	0.000	2.107	32.647	10999	18.0	4.803	629	8.3	8.5	0.1	0.048	579	400	pg9325_def.cx9a2_bee
2260	0	0	0.0	4779.0	73.4	0.000	0.000	2.115	33.248	10687	18.1	4.729	641	8.3	8.5	3.7	0.090	585	390	pg9426_def.cx9a2_bee
2010	0	0	0.0	261.1	4.7	0.000	0.000	0.130	2.376	8617	14.9	4.286	593	8.4	42.2	5.4	0.036	415	285	pg9525_def.cx9a2_bee
1976	0	0	0.0	28.9	5.3	0.000	0.000	0.015	2.762	9700	15.0	4.910	607	8.3	43.3	6.8	0.020	469	315	pg9624_def.cx9a2_bee
3327	0	0	0.0	39.2	8.4	0.000	0.000	0.012	2.574	16081	17.2	4.834	414	8.3	44.1	4.2	0.045	455	170	pg1023_def.cx9a2_bee
1778	0	0	0.0	27.0	4.6	0.000	0.000	0.015	2.665	8769	14.7	4.932	661	8.4	29.6	5.2	0.005	410	270	pg1119_def.cx9a2_bee
2344	0	0	0.0	28.5	5.1	0.000	0.000	0.012	2.242	11473	15.5	4.896	529	8.4	30.5	6.5	0.005	455	295	pg1122_def.cx9a2_bee
2819	0	0	0.0	29.6	5.7	0.000	0.000	0.011	2.073	13678	16.4	4.852	465	8.2	38.4	4.8	0.037	690	534	pg1217_def.cx9a2_bee
6281	0	0	0.0	36.2	8.3	0.000	0.000	0.006	1.355	30236	21.2	4.814	270	8.1	39.3	7.8	0.006	2632	405	pg1310_def.cx9a2_bee
3594	0	0	0.0	32.9	6.7	0.000	0.000	0.009	1.909	17284	17.5	4.809	389	8.2	36.3	5.7	0.030	799	519	pg1313_def.cx9a2_bee
5893	0	0	0.0	37.9	9.2	0.000	0.000	0.006	1.605	28095	20.3	4.768	276	8.0	41.9	0.1	0.007	1933	969	pg1410_def.cx9a2_bee
5176	0	0	0.0	38.0	9.1	0.000	0.000	0.007	1.800	24692	19.3	4.771	298	8.0	41.8	3.6	0.004	1693	1049	pg155_def.cx9a2_bee
5882	0	0	0.0	41.1	10.2	0.000	0.000	0.007	1.774	27906	20.1	4.744	273	8.0	42.4	8.0	0.004	1833	834	pg161_def.cx9a2_bee

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_bee99.9060.093nonzero0.0010.012
pg9124_def.cx9a2_bee99.8930.106nonzero0.004
pg9224_def.cx9a2_bee99.9410.059nonzerononzero0.004
pg9325_def.cx9a2_bee99.9160.083nonzero0.004
pg9426_def.cx9a2_bee99.9160.084nonzerononzero0.005
pg9525_def.cx9a2_bee99.9200.079nonzerononzero0.004
pg9624_def.cx9a2_bee99.9360.064nonzerononzero0.005
pg1023_def.cx9a2_bee99.9290.071nonzerononzero0.004
pg1119_def.cx9a2_bee99.9380.062nonzero0.004
pg1122_def.cx9a2_bee99.9670.033nonzero0.003
pg1217_def.cx9a2_bee99.9370.062nonzero0.003
pg1310_def.cx9a2_bee99.9520.048nonzerononzero0.004
pg1313_def.cx9a2_bee99.9360.063nonzero0.004
pg1410_def.cx9a2_bee99.9390.060nonzerononzero0.006
pg155_def.cx9a2_bee99.9360.0630.001nonzero0.005
pg161_def.cx9a2_bee99.9620.038nonzero0.003

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_bee92.7507.2500.024
pg9124_def.cx9a2_bee99.8330.1670.020
pg9224_def.cx9a2_bee100.0000.014
pg9325_def.cx9a2_bee100.0000.011
pg9426_def.cx9a2_bee100.0000.012
pg9525_def.cx9a2_bee99.6110.3890.007
pg9624_def.cx9a2_bee99.6670.3330.007
pg1023_def.cx9a2_bee99.7220.2780.008
pg1119_def.cx9a2_bee99.6390.3610.008
pg1122_def.cx9a2_bee99.6940.3060.008
pg1217_def.cx9a2_bee99.8060.1940.008
pg1310_def.cx9a2_bee99.8060.1940.008
pg1313_def.cx9a2_bee99.6940.3060.009
pg1410_def.cx9a2_bee99.6670.3330.007
pg155_def.cx9a2_bee99.6390.3610.008
pg161_def.cx9a2_bee99.6110.3890.007

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg9023_def.cx9a2_bee11.75065.72222.4440.0830.020
pg9124_def.cx9a2_bee12.94473.05614.0000.006
pg9224_def.cx9a2_bee10.19464.63925.1670.006
pg9325_def.cx9a2_bee10.66766.66722.6670.006
pg9426_def.cx9a2_bee11.50064.44424.0560.009
pg9525_def.cx9a2_bee10.72267.80621.4720.006
pg9624_def.cx9a2_bee10.80665.16724.0280.006
pg1023_def.cx9a2_bee10.30665.55624.1390.006
pg1119_def.cx9a2_bee9.55661.91728.5280.006
pg1122_def.cx9a2_bee10.50064.38925.1110.006
pg1217_def.cx9a2_bee0.02831.33368.6390.004
pg1310_def.cx9a2_bee31.88968.1110.003
pg1313_def.cx9a2_bee28.00072.0000.003
pg1410_def.cx9a2_bee0.02899.9720.010
pg155_def.cx9a2_bee100.0000.012
pg161_def.cx9a2_bee27.33372.5280.1390.005

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
100	7635	0	0.0	203.9	2.9	0.000	0.000	2.045	30.279	29395	12.7	3.850	133	8.0	8.2	1.5	0.012	7205	6839	pg9023_def.cx9a2_bee
100	7834	0	0.0	198.7	2.9	0.000	0.000	1.993	29.917	30148	12.6	3.849	129	8.1	8.3	1.7	0.004	7449	7190	pg9124_def.cx9a2_bee
100	8333	0	0.0	201.2	2.9	0.000	0.000	2.018	29.886	32017	12.7	3.842	122	8.1	8.2	0.1	0.004	8071	7814	pg9224_def.cx9a2_bee
100	8274	0	0.0	219.0	3.0	0.000	0.000	2.197	30.496	31856	12.8	3.850	124	8.3	8.4	1.0	0.004	7989	7735	pg9325_def.cx9a2_bee
100	8417	0	0.0	218.0	3.0	0.000	0.000	2.187	30.424	32408	12.6	3.850	120	8.3	8.4	0.7	0.005	8084	7799	pg9426_def.cx9a2_bee
100	8301	0	0.0	10.7	0.7	0.000	0.000	0.108	7.411	31850	12.6	3.837	121	8.4	38.6	8.6	0.004	7930	7639	pg9525_def.cx9a2_bee
100	8485	0	0.0	10.3	0.8	0.000	0.000	0.104	7.966	32608	12.6	3.843	119	8.3	43.3	8.5	0.005	8020	7717	pg9624_def.cx9a2_bee
100	8465	0	0.0	9.9	0.8	0.000	0.000	0.099	7.828	32535	13.2	3.843	125	8.3	44.1	0.4	0.004	8071	7785	pg1023_def.cx9a2_bee
100	8976	0	0.0	10.3	0.8	0.000	0.000	0.103	7.886	34495	12.9	3.843	115	8.4	28.4	8.5	0.004	8532	8244	pg1119_def.cx9a2_bee
100	9209	0	0.0	10.3	0.8	0.000	0.000	0.103	7.874	35382	12.5	3.842	109	8.4	28.8	8.6	0.003	8502	8187	pg1122_def.cx9a2_bee
100	8705	0	0.0	10.1	0.8	0.000	0.000	0.101	7.770	33434	13.1	3.841	120	8.2	34.0	1.0	0.003	8456	8277	pg1217_def.cx9a2_bee
100	8787	0	0.0	10.0	0.8	0.000	0.000	0.100	7.830	33731	13.3	3.839	121	8.1	36.5	3.6	0.004	8566	8390	pg1310_def.cx9a2_bee
100	8823	0	0.0	9.6	0.7	0.000	0.000	0.096	7.641	33922	12.9	3.845	117	8.2	33.2	0.4	0.004	8454	8245	pg1313_def.cx9a2_bee
100	8462	0	0.0	8.5	0.8	0.000	0.000	0.086	7.808	32479	12.7	3.838	120	8.0	41.9	1.2	0.006	8145	7929	pg1410_def.cx9a2_bee
100	8434	0	0.0	8.6	0.8	0.000	0.000	0.086	7.934	32387	12.6	3.840	120	8.0	41.8	0.5	0.005	8027	7829	pg155_def.cx9a2_bee
100	8918	0	0.0	8.7	0.7	0.000	0.000	0.087	7.577	34191	12.9	3.834	116	8.0	42.4	0.4	0.003	8652	8469	pg161_def.cx9a2_bee

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_bee34.89965.1000.001nonzero0.005
pg9124_def.cx9a2_bee34.64865.3510.001nonzero0.005
pg9224_def.cx9a2_bee87.44612.5540.001nonzero0.005
pg9325_def.cx9a2_bee85.20714.793nonzerononzero0.004
pg9426_def.cx9a2_bee85.60314.396nonzerononzero0.005
pg9525_def.cx9a2_bee87.09712.9020.0010.004
pg9624_def.cx9a2_bee87.21412.7840.002nonzero0.005
pg1023_def.cx9a2_bee86.80813.1910.001nonzero0.004
pg1119_def.cx9a2_bee87.80312.1950.0020.003
pg1122_def.cx9a2_bee87.70112.2980.0010.003
pg1217_def.cx9a2_bee87.87612.1230.0010.003
pg1310_def.cx9a2_bee87.86312.1360.0010.003
pg1313_def.cx9a2_bee87.90012.0990.0010.004
pg1410_def.cx9a2_bee86.56413.4340.002nonzero0.011
pg155_def.cx9a2_bee87.06812.9300.002nonzero0.006
pg161_def.cx9a2_bee85.39714.6020.001nonzero0.005

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_bee93.1676.8330.025
pg9124_def.cx9a2_bee100.0000.012
pg9224_def.cx9a2_bee100.0000.012
pg9325_def.cx9a2_bee100.0000.013
pg9426_def.cx9a2_bee100.0000.012
pg9525_def.cx9a2_bee99.6670.3330.007
pg9624_def.cx9a2_bee99.7220.2780.007
pg1023_def.cx9a2_bee99.7220.2780.006
pg1119_def.cx9a2_bee99.7780.2220.006
pg1122_def.cx9a2_bee99.8060.1940.008
pg1217_def.cx9a2_bee99.7780.2220.006
pg1310_def.cx9a2_bee99.8610.1390.006
pg1313_def.cx9a2_bee99.7780.2220.008
pg1410_def.cx9a2_bee99.8610.1390.006
pg155_def.cx9a2_bee99.8330.1670.006
pg161_def.cx9a2_bee99.7780.2220.008

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_bee1.69434.6941.22261.3061.0830.024
pg9124_def.cx9a2_bee1.33333.5281.38963.7500.008
pg9224_def.cx9a2_bee0.88955.8890.05643.1670.008
pg9325_def.cx9a2_bee0.69435.3060.08363.9170.009
pg9426_def.cx9a2_bee0.27818.5830.16780.9720.012
pg9525_def.cx9a2_bee0.86135.1390.47263.5280.012
pg9624_def.cx9a2_bee0.25022.6670.11176.9720.011
pg1023_def.cx9a2_bee0.58348.7220.61150.0830.008
pg1119_def.cx9a2_bee0.41713.6110.02885.9440.011
pg1122_def.cx9a2_bee0.55636.8330.30662.3060.009
pg1217_def.cx9a2_bee0.33329.05670.5560.0560.005
pg1310_def.cx9a2_bee0.19430.88968.8060.1110.005
pg1313_def.cx9a2_bee0.25049.22250.4720.0560.005
pg1410_def.cx9a2_bee0.47244.1110.02855.3890.010
pg155_def.cx9a2_bee0.41725.44474.1390.013
pg161_def.cx9a2_bee0.66747.83351.3060.1940.006

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
100	3161	0	0.0	209.6	3.3	0.000	0.000	2.100	33.360	13232	14.7	4.186	372	8.0	8.2	3.1	0.005	3164	2941	pg9023_def.cx9a2_bee
100	3124	0	0.0	214.8	3.3	0.000	0.000	2.154	33.827	13090	13.7	4.190	351	8.1	8.3	2.8	0.005	3118	2925	pg9124_def.cx9a2_bee
100	3600	0	0.0	216.7	3.3	0.000	0.000	2.171	33.758	14968	13.6	4.158	302	8.1	8.2	2.9	0.005	3583	3467	pg9224_def.cx9a2_bee
100	3530	0	0.0	350.8	3.9	0.000	0.000	3.518	40.257	15165	13.4	4.296	304	8.3	8.4	0.6	0.004	3532	3405	pg9325_def.cx9a2_bee
100	3602	0	0.0	353.1	4.0	0.000	0.000	3.542	40.620	15448	13.5	4.289	300	8.3	8.4	1.0	0.005	3598	3468	pg9426_def.cx9a2_bee
100	3570	0	0.0	108.4	1.7	0.000	0.000	1.086	17.265	14862	13.7	4.163	307	8.4	36.0	8.6	0.004	3564	3436	pg9525_def.cx9a2_bee
100	3517	0	0.0	56.8	1.7	0.000	0.000	0.570	16.953	14660	14.3	4.169	325	8.3	40.2	8.5	0.005	3500	3388	pg9624_def.cx9a2_bee
100	3464	0	0.0	57.1	1.7	0.000	0.000	0.572	16.977	14443	14.2	4.170	328	8.3	43.0	3.8	0.004	3452	3327	pg1023_def.cx9a2_bee
100	3541	0	0.0	57.8	1.7	0.000	0.000	0.580	16.973	14764	14.4	4.170	325	8.4	28.4	8.5	0.003	3532	3420	pg1119_def.cx9a2_bee
100	3529	0	0.0	58.1	1.7	0.000	0.000	0.582	16.964	14701	14.3	4.166	324	8.4	28.4	8.6	0.003	3516	3420	pg1122_def.cx9a2_bee
100	3522	0	0.0	57.9	1.7	0.000	0.000	0.581	16.960	14667	14.2	4.165	323	8.2	32.9	0.9	0.003	3503	3404	pg1217_def.cx9a2_bee
100	3520	0	0.0	57.1	1.7	0.000	0.000	0.572	16.955	14669	14.3	4.167	325	8.1	35.4	1.0	0.003	3503	3404	pg1310_def.cx9a2_bee
100	3513	0	0.0	58.1	1.7	0.000	0.000	0.582	17.007	14646	14.1	4.169	321	8.2	32.1	1.0	0.004	3500	3388	pg1313_def.cx9a2_bee
100	3441	0	0.0	56.5	1.7	0.000	0.000	0.567	17.135	14389	13.8	4.182	321	8.0	40.7	0.9	0.011	3436	3340	pg1410_def.cx9a2_bee
100	3474	0	0.0	56.7	1.7	0.000	0.000	0.568	17.238	14326	13.6	4.123	313	8.0	41.8	3.7	0.006	3468	3372	pg155_def.cx9a2_bee
100	3433	0	0.0	56.3	1.6	0.000	0.000	0.564	16.850	14198	13.2	4.136	308	8.0	42.4	1.0	0.005	3406	3305	pg161_def.cx9a2_bee

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_bee98.4631.535nonzero0.001nonzero0.018
pg9124_def.cx9a2_bee98.6211.379nonzerononzerononzero0.021
pg9224_def.cx9a2_bee99.0790.921nonzerononzero0.015
pg9325_def.cx9a2_bee98.7611.239nonzero0.002
pg9426_def.cx9a2_bee98.6551.345nonzerononzero0.004
pg9525_def.cx9a2_bee98.8881.112nonzero0.003
pg9624_def.cx9a2_bee99.0500.950nonzero0.003
pg1023_def.cx9a2_bee99.2220.778nonzero0.003
pg1119_def.cx9a2_bee99.2710.728nonzero0.003
pg1122_def.cx9a2_bee99.3920.608nonzerononzero0.004
pg1217_def.cx9a2_bee99.8860.114nonzero0.003
pg1310_def.cx9a2_bee99.8860.114nonzero0.004
pg1313_def.cx9a2_bee99.8820.118nonzero0.003
pg1410_def.cx9a2_bee99.8970.103nonzerononzero0.017
pg155_def.cx9a2_bee99.8980.102nonzero0.004
pg161_def.cx9a2_bee99.9210.078nonzero0.003

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_bee92.0337.9670.049
pg9124_def.cx9a2_bee99.7940.2060.036
pg9224_def.cx9a2_bee99.9330.0670.027
pg9325_def.cx9a2_bee99.9940.0060.023
pg9426_def.cx9a2_bee99.9890.0110.020
pg9525_def.cx9a2_bee99.9440.0560.007
pg9624_def.cx9a2_bee99.9610.0390.008
pg1023_def.cx9a2_bee99.9390.0610.008
pg1119_def.cx9a2_bee99.9390.0610.011
pg1122_def.cx9a2_bee99.9720.0280.008
pg1217_def.cx9a2_bee99.9670.0330.007
pg1310_def.cx9a2_bee99.9560.0440.008
pg1313_def.cx9a2_bee99.9780.0220.007
pg1410_def.cx9a2_bee99.9560.0390.0060.020
pg155_def.cx9a2_bee99.9610.0390.006
pg161_def.cx9a2_bee99.9830.0170.008

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_bee2.31787.07210.0060.5780.0280.019
pg9124_def.cx9a2_bee2.22886.76111.0060.0060.022
pg9224_def.cx9a2_bee4.05684.15011.7060.0670.0220.018
pg9325_def.cx9a2_bee4.96195.0220.0110.0060.004
pg9426_def.cx9a2_bee6.72893.2390.0280.0060.005
pg9525_def.cx9a2_bee10.72289.2330.0440.003
pg9624_def.cx9a2_bee18.50081.3610.1390.003
pg1023_def.cx9a2_bee17.56782.3110.1220.003
pg1119_def.cx9a2_bee18.38381.5330.0830.003
pg1122_def.cx9a2_bee18.35081.5830.0670.003
pg1217_def.cx9a2_bee14.80685.0890.1060.003
pg1310_def.cx9a2_bee15.96183.9440.0940.003
pg1313_def.cx9a2_bee14.54485.3560.1000.003
pg1410_def.cx9a2_bee7.22892.6390.1280.0060.017
pg155_def.cx9a2_bee8.35691.5110.1330.003
pg161_def.cx9a2_bee7.32292.5220.1560.003

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
499	6720	0	0.0	1029.4	17.7	0.000	0.000	2.064	36.374	26064	13.6	3.878	162	8.0	8.2	3.0	0.018	6554	5642	pg9023_def.cx9a2_bee
499	6953	0	0.0	1025.6	17.7	0.000	0.000	2.056	36.241	26940	13.7	3.875	158	8.1	8.3	3.9	0.021	6778	5881	pg9124_def.cx9a2_bee
499	7427	0	0.0	1041.3	17.7	0.000	0.000	2.089	36.258	28807	13.8	3.879	149	8.1	8.3	2.4	0.015	7304	6166	pg9224_def.cx9a2_bee
499	7192	0	0.0	1105.1	15.1	0.000	0.000	2.216	30.939	28174	13.5	3.917	150	8.3	8.4	2.6	0.002	7082	6201	pg9325_def.cx9a2_bee
499	7189	0	0.0	1104.6	15.1	0.000	0.000	2.215	30.931	28117	13.5	3.911	150	8.3	8.4	3.0	0.004	7048	6153	pg9426_def.cx9a2_bee
499	7314	0	0.0	111.4	2.3	0.000	0.000	0.223	4.780	28284	13.0	3.867	142	8.4	34.9	8.6	0.003	7162	6148	pg9525_def.cx9a2_bee
499	7265	0	0.0	60.5	2.4	0.000	0.000	0.121	4.853	28158	13.1	3.876	144	8.3	39.1	8.5	0.003	7113	6121	pg9624_def.cx9a2_bee
499	7479	0	0.0	60.8	2.3	0.000	0.000	0.122	4.794	28981	13.1	3.875	140	8.3	41.9	0.7	0.003	7306	6153	pg1023_def.cx9a2_bee
499	7590	0	0.0	61.5	2.4	0.000	0.000	0.123	4.838	29370	13.1	3.870	138	8.4	28.4	8.5	0.003	7495	6377	pg1119_def.cx9a2_bee
499	7659	0	0.0	61.3	2.4	0.000	0.000	0.123	4.849	29637	13.2	3.869	138	8.4	28.5	8.6	0.004	7576	6430	pg1122_def.cx9a2_bee
499	8284	0	0.0	61.5	2.3	0.000	0.000	0.123	4.803	32013	13.1	3.864	127	8.2	31.8	1.7	0.003	7978	7350	pg1217_def.cx9a2_bee
499	8182	0	0.0	60.7	2.3	0.000	0.000	0.121	4.801	31616	13.3	3.864	130	8.1	34.3	2.5	0.004	7915	7354	pg1310_def.cx9a2_bee
499	8171	0	0.0	61.8	2.3	0.000	0.000	0.124	4.768	31612	12.8	3.869	125	8.2	31.0	1.7	0.003	7895	7241	pg1313_def.cx9a2_bee
499	8223	0	0.0	59.9	2.3	0.000	0.000	0.120	4.749	31737	12.8	3.860	125	8.0	39.5	1.7	0.017	7850	7064	pg1410_def.cx9a2_bee
499	8303	0	0.0	59.9	2.3	0.000	0.000	0.120	4.771	32030	12.8	3.858	123	8.0	40.6	6.6	0.004	8359	7032	pg155_def.cx9a2_bee
499	8195	0	0.0	59.9	2.2	0.000	0.000	0.120	4.596	31606	12.7	3.857	124	8.0	41.2	4.0	0.003	8003	7416	pg161_def.cx9a2_bee

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_bee34.10765.8890.004nonzero0.005
pg9124_def.cx9a2_bee34.07565.9210.003nonzero0.006
pg9224_def.cx9a2_bee87.77812.2190.003nonzero0.006
pg9325_def.cx9a2_bee80.29819.7000.002nonzero0.005
pg9426_def.cx9a2_bee80.37719.6220.001nonzerononzero0.039
pg9525_def.cx9a2_bee87.48112.5160.003nonzero0.005
pg9624_def.cx9a2_bee87.59612.4030.002nonzero0.006
pg1023_def.cx9a2_bee87.35212.6460.002nonzero0.005
pg1119_def.cx9a2_bee88.07611.9230.002nonzero0.004
pg1122_def.cx9a2_bee87.92312.0760.002nonzero0.004
pg1217_def.cx9a2_bee88.70411.2950.0010.003
pg1310_def.cx9a2_bee87.96112.0370.0020.003
pg1313_def.cx9a2_bee87.58212.4160.0010.003
pg1410_def.cx9a2_bee87.46412.5350.002nonzero0.004
pg155_def.cx9a2_bee87.49912.4990.002nonzero0.004
pg161_def.cx9a2_bee85.65414.3450.0010.003

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_bee92.3507.6500.031
pg9124_def.cx9a2_bee99.9720.0280.020
pg9224_def.cx9a2_bee100.0000.014
pg9325_def.cx9a2_bee0.02299.9780.015
pg9426_def.cx9a2_bee0.00699.9830.0110.019
pg9525_def.cx9a2_bee99.9330.0670.009
pg9624_def.cx9a2_bee99.9440.0560.006
pg1023_def.cx9a2_bee99.9500.0500.007
pg1119_def.cx9a2_bee99.9780.0220.008
pg1122_def.cx9a2_bee99.9560.0440.006
pg1217_def.cx9a2_bee99.9560.0440.007
pg1310_def.cx9a2_bee99.9330.0670.011
pg1313_def.cx9a2_bee99.9780.0220.006
pg1410_def.cx9a2_bee99.9560.0440.008
pg155_def.cx9a2_bee99.9780.0220.008
pg161_def.cx9a2_bee99.9560.0330.0110.017

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_bee15.51163.1564.45616.5110.3670.024
pg9124_def.cx9a2_bee16.09463.9284.30615.6720.010
pg9224_def.cx9a2_bee13.43963.9561.24421.3610.011
pg9325_def.cx9a2_bee13.37851.62213.56121.4330.0060.017
pg9426_def.cx9a2_bee18.05053.50012.97215.4780.015
pg9525_def.cx9a2_bee21.33343.35013.40021.9170.011
pg9624_def.cx9a2_bee21.62848.03313.45616.8830.009
pg1023_def.cx9a2_bee23.60646.61112.73317.0500.009
pg1119_def.cx9a2_bee24.35045.83312.31117.5060.009
pg1122_def.cx9a2_bee22.87846.41712.21118.4940.010
pg1217_def.cx9a2_bee18.59456.28925.1060.0110.005
pg1310_def.cx9a2_bee19.54452.72827.7170.0110.005
pg1313_def.cx9a2_bee18.05653.71127.5390.6940.005
pg1410_def.cx9a2_bee17.61147.7670.25634.3670.010
pg155_def.cx9a2_bee18.77247.6000.09433.5330.013
pg161_def.cx9a2_bee14.89459.11125.8060.1890.015

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	3138	0	0.0	1143.6	16.3	0.000	0.000	2.291	33.347	13302	15.8	4.239	403	8.1	8.2	2.8	0.005	3134	2877	pg9023_def.cx9a2_bee
499	3123	0	0.0	1147.3	16.2	0.000	0.000	2.299	33.251	13231	14.7	4.236	377	8.1	8.3	3.0	0.006	3117	2893	pg9124_def.cx9a2_bee
499	3638	0	0.0	1162.6	16.3	0.000	0.000	2.329	33.521	15341	14.8	4.216	325	8.1	8.3	1.0	0.006	3628	3483	pg9224_def.cx9a2_bee
499	3543	0	0.0	1742.0	23.2	0.000	0.000	3.492	47.553	16443	14.9	4.641	336	8.3	8.4	6.1	0.005	3548	3324	pg9325_def.cx9a2_bee
499	3580	0	0.0	1737.6	23.1	0.000	0.000	3.479	47.437	16544	14.8	4.621	331	8.3	8.5	6.8	0.039	3582	3327	pg9426_def.cx9a2_bee
499	3606	0	0.0	155.9	3.1	0.000	0.000	0.312	6.431	15176	14.2	4.208	315	8.4	33.8	6.7	0.005	3596	3452	pg9525_def.cx9a2_bee
499	3527	0	0.0	24.6	3.1	0.000	0.000	0.049	6.321	14838	14.6	4.207	331	8.4	37.9	6.8	0.006	3516	3404	pg9624_def.cx9a2_bee
499	3496	0	0.0	24.8	3.1	0.000	0.000	0.050	6.324	14737	14.7	4.215	336	8.3	40.8	6.8	0.005	3484	3356	pg1023_def.cx9a2_bee
499	3550	0	0.0	25.2	3.1	0.000	0.000	0.050	6.349	14932	14.7	4.206	331	8.4	28.4	7.1	0.004	3532	3420	pg1119_def.cx9a2_bee
499	3546	0	0.0	25.0	3.1	0.000	0.000	0.050	6.354	14904	14.7	4.203	332	8.4	28.5	1.9	0.004	3532	3420	pg1122_def.cx9a2_bee
499	3571	0	0.0	24.7	3.1	0.000	0.000	0.049	6.342	15002	14.6	4.201	327	8.2	29.7	6.5	0.003	3550	3449	pg1217_def.cx9a2_bee
499	3520	0	0.0	24.4	3.1	0.000	0.000	0.049	6.313	14814	14.6	4.208	332	8.1	32.1	2.5	0.003	3501	3403	pg1310_def.cx9a2_bee
499	3494	0	0.0	24.8	3.1	0.000	0.000	0.050	6.361	14711	14.6	4.210	334	8.2	28.8	6.6	0.003	3484	3370	pg1313_def.cx9a2_bee
499	3493	0	0.0	21.7	3.0	0.000	0.000	0.044	6.172	14733	14.2	4.218	325	8.0	37.3	1.7	0.004	3486	3356	pg1410_def.cx9a2_bee
499	3488	0	0.0	26.4	3.0	0.000	0.000	0.053	6.162	14522	14.0	4.163	321	8.0	38.3	1.7	0.004	3484	3368	pg155_def.cx9a2_bee
499	3441	0	0.0	31.2	3.0	0.000	0.000	0.062	6.101	14369	13.5	4.176	314	8.0	39.1	3.9	0.003	3420	3307	pg161_def.cx9a2_bee

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_bee98.6781.3090.0070.006nonzero0.022
pg9124_def.cx9a2_bee99.0960.9000.004nonzero0.013
pg9224_def.cx9a2_bee99.2130.7840.004nonzero0.010
pg9325_def.cx9a2_bee98.3801.6160.004nonzero0.011
pg9426_def.cx9a2_bee98.5891.4060.004nonzero0.006
pg9525_def.cx9a2_bee98.6331.3630.004nonzero0.005
pg9624_def.cx9a2_bee98.9980.9970.004nonzero0.006
pg1023_def.cx9a2_bee98.9101.0860.004nonzero0.004
pg1119_def.cx9a2_bee99.1250.8720.004nonzerononzero0.026
pg1122_def.cx9a2_bee99.2570.7390.004nonzero0.032
pg1217_def.cx9a2_bee99.8540.1420.004nonzero0.007
pg1310_def.cx9a2_bee99.8500.1470.004nonzero0.006
pg1313_def.cx9a2_bee99.8480.1480.004nonzero0.007
pg1410_def.cx9a2_bee99.8830.1130.003nonzero0.008
pg155_def.cx9a2_bee99.8910.1060.003nonzerononzero0.017
pg161_def.cx9a2_bee99.9030.0940.003nonzero0.009

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_bee94.6865.3140.037
pg9124_def.cx9a2_bee99.8000.2000.036
pg9224_def.cx9a2_bee99.9920.0080.022
pg9325_def.cx9a2_bee0.01499.9860.014
pg9426_def.cx9a2_bee0.00399.9970.016
pg9525_def.cx9a2_bee99.9750.0250.009
pg9624_def.cx9a2_bee99.9690.0310.008
pg1023_def.cx9a2_bee99.9720.0280.009
pg1119_def.cx9a2_bee99.9860.0110.0030.030
pg1122_def.cx9a2_bee99.9830.0170.007
pg1217_def.cx9a2_bee99.9690.0310.008
pg1310_def.cx9a2_bee99.9810.0190.006
pg1313_def.cx9a2_bee99.9750.0250.008
pg1410_def.cx9a2_bee99.9530.0470.009
pg155_def.cx9a2_bee99.9640.0250.0110.030
pg161_def.cx9a2_bee99.9860.0110.0030.023

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_bee0.99762.01711.94424.4280.6140.028
pg9124_def.cx9a2_bee0.99762.59214.15022.2610.015
pg9224_def.cx9a2_bee1.75667.53611.60319.1060.013
pg9325_def.cx9a2_bee1.73378.2476.16713.8530.013
pg9426_def.cx9a2_bee2.48380.5366.28610.6940.013
pg9525_def.cx9a2_bee4.77279.8586.9148.4560.009
pg9624_def.cx9a2_bee6.03976.8146.92810.2190.009
pg1023_def.cx9a2_bee6.09475.6756.06412.1670.011
pg1119_def.cx9a2_bee6.49278.4036.2698.8330.0030.027
pg1122_def.cx9a2_bee6.28675.3617.07211.2810.011
pg1217_def.cx9a2_bee4.45379.83915.6890.0190.006
pg1310_def.cx9a2_bee5.24279.78114.9530.0250.005
pg1313_def.cx9a2_bee4.58380.67214.3500.3940.005
pg1410_def.cx9a2_bee2.94481.6670.61714.7720.008
pg155_def.cx9a2_bee2.70080.7280.09416.4750.0030.028
pg161_def.cx9a2_bee2.78381.21114.8391.1640.0030.020

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	6871	0	0.0	2054.0	35.4	0.000	0.000	2.058	36.271	26933	15.3	3.920	178	8.1	8.2	1.4	0.022	6728	5626	pg9023_def.cx9a2_bee
998	7269	0	0.0	2061.4	35.3	0.000	0.000	2.066	36.230	28423	15.4	3.910	169	8.1	8.3	2.0	0.013	7145	5885	pg9124_def.cx9a2_bee
997	7609	0	0.0	2097.3	35.3	0.000	0.000	2.103	36.209	29908	15.5	3.931	163	8.1	8.3	3.6	0.010	7522	6150	pg9224_def.cx9a2_bee
997	7129	0	0.0	2221.1	33.1	0.000	0.000	2.227	34.008	28586	15.3	4.010	172	8.3	8.5	6.4	0.011	6950	5880	pg9325_def.cx9a2_bee
998	7217	0	0.0	2217.8	33.1	0.000	0.000	2.223	33.977	28789	15.2	3.989	169	8.3	8.5	6.8	0.006	7061	5998	pg9426_def.cx9a2_bee
998	7218	0	0.0	178.3	3.6	0.000	0.000	0.179	3.708	28187	13.8	3.905	153	8.4	31.7	5.7	0.005	7118	5976	pg9525_def.cx9a2_bee
998	7380	0	0.0	26.3	3.6	0.000	0.000	0.026	3.689	28853	14.0	3.910	152	8.4	35.8	8.5	0.006	7223	5948	pg9624_def.cx9a2_bee
998	7360	0	0.0	26.5	3.6	0.000	0.000	0.027	3.659	28788	14.2	3.911	154	8.3	38.6	6.8	0.004	7226	5988	pg1023_def.cx9a2_bee
998	7683	0	0.0	27.0	3.6	0.000	0.000	0.027	3.696	29998	13.9	3.904	145	8.4	28.4	8.5	0.026	7560	6150	pg1119_def.cx9a2_bee
998	7736	0	0.0	27.1	3.6	0.000	0.000	0.027	3.707	30226	14.0	3.907	145	8.4	28.5	7.1	0.032	7655	6199	pg1122_def.cx9a2_bee
998	8262	0	0.0	26.7	3.6	0.000	0.000	0.027	3.676	32204	14.1	3.898	137	8.2	28.3	6.5	0.007	8029	7070	pg1217_def.cx9a2_bee
998	8184	0	0.0	26.3	3.6	0.000	0.000	0.026	3.658	31935	14.4	3.902	141	8.2	29.8	6.5	0.006	8007	7130	pg1310_def.cx9a2_bee
999	8111	0	0.0	26.7	3.6	0.000	0.000	0.027	3.668	31612	14.2	3.898	140	8.2	28.3	0.9	0.007	7940	6956	pg1313_def.cx9a2_bee
997	8241	0	0.0	40.2	3.3	0.000	0.000	0.040	3.388	32092	13.8	3.894	134	8.0	35.2	2.5	0.008	8039	6972	pg1410_def.cx9a2_bee
997	8236	0	0.0	41.6	4.0	0.000	0.000	0.042	4.136	32047	13.9	3.891	135	8.0	36.2	6.7	0.017	8173	6988	pg155_def.cx9a2_bee
998	8347	0	0.0	38.3	3.4	0.000	0.000	0.038	3.497	32433	13.7	3.885	131	8.1	36.8	4.0	0.009	8136	7096	pg161_def.cx9a2_bee

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_bee69.62830.3640.007nonzero0.005
pg9124_def.cx9a2_bee70.72429.2700.006nonzero0.005
pg9224_def.cx9a2_bee87.53312.4620.005nonzero0.007
pg9325_def.cx9a2_bee76.36123.6370.002nonzero0.005
pg9426_def.cx9a2_bee76.66423.3330.003nonzero0.005
pg9525_def.cx9a2_bee88.13211.8630.004nonzero0.004
pg9624_def.cx9a2_bee88.03611.9620.002nonzero0.005
pg1023_def.cx9a2_bee87.57412.4230.0030.004
pg1119_def.cx9a2_bee87.91212.0850.0030.003
pg1122_def.cx9a2_bee88.21911.7790.0020.003
pg1217_def.cx9a2_bee87.92812.0690.0030.003
pg1310_def.cx9a2_bee87.84412.1540.0020.003
pg1313_def.cx9a2_bee87.91212.0850.0020.004
pg1410_def.cx9a2_bee87.61112.3870.002nonzerononzero0.018
pg155_def.cx9a2_bee87.63112.3670.0020.003
pg161_def.cx9a2_bee86.16213.8360.0020.003

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_bee94.9475.0530.034
pg9124_def.cx9a2_bee99.9000.1000.038
pg9224_def.cx9a2_bee99.9860.0140.025
pg9325_def.cx9a2_bee0.01999.9610.0190.019
pg9426_def.cx9a2_bee0.03399.9560.0110.026
pg9525_def.cx9a2_bee99.9670.0330.011
pg9624_def.cx9a2_bee99.9720.0250.0030.017
pg1023_def.cx9a2_bee99.9860.0140.008
pg1119_def.cx9a2_bee99.9830.0170.006
pg1122_def.cx9a2_bee99.9810.0190.008
pg1217_def.cx9a2_bee99.9860.0140.007
pg1310_def.cx9a2_bee99.9810.0190.008
pg1313_def.cx9a2_bee99.9750.0220.0030.021
pg1410_def.cx9a2_bee99.9420.0470.0110.023
pg155_def.cx9a2_bee99.9940.0060.006
pg161_def.cx9a2_bee99.9810.0190.007

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg9023_def.cx9a2_bee7.30673.2976.74212.2940.3610.025
pg9124_def.cx9a2_bee7.08673.8369.8899.1720.0170.025
pg9224_def.cx9a2_bee6.35675.40010.1398.1000.0060.017
pg9325_def.cx9a2_bee8.30674.4696.90810.3140.0030.033
pg9426_def.cx9a2_bee10.09773.3696.7619.7690.0030.030
pg9525_def.cx9a2_bee14.80068.7117.3759.1140.009
pg9624_def.cx9a2_bee13.99771.0867.1427.7750.015
pg1023_def.cx9a2_bee14.22569.8896.7539.1330.010
pg1119_def.cx9a2_bee14.70870.7196.5148.0580.010
pg1122_def.cx9a2_bee14.33368.6367.0429.9890.011
pg1217_def.cx9a2_bee10.88974.63114.4610.0190.007
pg1310_def.cx9a2_bee12.34774.19413.4390.0190.005
pg1313_def.cx9a2_bee10.95871.65014.8192.5690.0030.019
pg1410_def.cx9a2_bee10.42871.1281.85316.5830.0080.020
pg155_def.cx9a2_bee10.52271.7500.18917.5390.010
pg161_def.cx9a2_bee9.80874.66114.0331.4970.005

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
998	3461	0	0.0	2324.3	34.9	0.000	0.000	2.328	35.760	14910	17.2	4.308	398	8.1	8.3	2.9	0.005	3534	2957	pg9023_def.cx9a2_bee
999	3440	0	0.0	2315.5	37.3	0.000	0.000	2.318	38.211	14796	16.3	4.301	379	8.1	8.3	3.3	0.005	3502	2925	pg9124_def.cx9a2_bee
998	3617	0	0.0	2356.3	37.4	0.000	0.000	2.362	38.393	15692	16.3	4.339	361	8.1	8.3	3.1	0.007	3597	3420	pg9224_def.cx9a2_bee
999	3514	0	0.0	3033.7	40.8	0.000	0.000	3.037	41.868	16812	16.0	4.784	364	8.3	8.5	8.1	0.005	3500	3292	pg9325_def.cx9a2_bee
998	3551	0	0.0	3038.5	40.9	0.000	0.000	3.046	41.949	16928	15.9	4.767	358	8.3	8.5	3.9	0.005	3548	3292	pg9426_def.cx9a2_bee
998	3648	0	0.0	175.7	3.7	0.000	0.000	0.176	3.763	15601	14.9	4.276	327	8.4	29.3	5.4	0.004	3628	3499	pg9525_def.cx9a2_bee
999	3570	0	0.0	21.1	3.6	0.000	0.000	0.021	3.740	15232	15.4	4.267	345	8.4	33.4	6.8	0.005	3548	3420	pg9624_def.cx9a2_bee
998	3513	0	0.0	21.2	3.6	0.000	0.000	0.021	3.739	15018	15.4	4.275	351	8.3	36.3	6.8	0.004	3500	3372	pg1023_def.cx9a2_bee
998	3540	0	0.0	21.5	3.7	0.000	0.000	0.022	3.762	15120	15.1	4.271	341	8.4	28.4	6.7	0.003	3518	3406	pg1119_def.cx9a2_bee
998	3557	0	0.0	21.5	3.7	0.000	0.000	0.022	3.769	15186	15.1	4.269	340	8.4	28.5	6.7	0.003	3534	3420	pg1122_def.cx9a2_bee
998	3525	0	0.0	21.1	3.7	0.000	0.000	0.021	3.744	15059	15.1	4.272	343	8.2	28.3	6.5	0.003	3502	3404	pg1217_def.cx9a2_bee
998	3523	0	0.0	20.9	3.6	0.000	0.000	0.021	3.721	15071	15.0	4.278	341	8.2	28.2	6.7	0.003	3503	3404	pg1310_def.cx9a2_bee
999	3510	0	0.0	21.2	3.7	0.000	0.000	0.021	3.749	14995	15.1	4.273	344	8.3	28.3	5.0	0.004	3499	3374	pg1313_def.cx9a2_bee
998	3496	0	0.0	27.5	3.6	0.000	0.000	0.028	3.688	14970	14.7	4.282	336	8.1	32.4	2.5	0.018	3484	3374	pg1410_def.cx9a2_bee
998	3494	0	0.0	25.3	2.9	0.000	0.000	0.025	2.976	14759	14.4	4.224	330	8.1	33.4	4.4	0.003	3484	3372	pg155_def.cx9a2_bee
998	3461	0	0.0	26.7	3.5	0.000	0.000	0.027	3.587	14684	13.9	4.243	321	8.1	34.0	6.6	0.003	3438	3324	pg161_def.cx9a2_bee

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
60000	0	0	0.0	265.5	22.3	0.000	0.000	0.004	0.381	6354	21.2	0.106	28	2.9	3.0	2.3	0.047	60235	56935	pg9023_def.cx9a2_bee
61350	0	0	0.0	272.0	22.9	0.000	0.000	0.004	0.382	6486	22.4	0.106	29	2.9	3.0	1.4	0.040	61504	59591	pg9124_def.cx9a2_bee
58824	0	0	0.0	1391.7	21.8	0.000	0.000	0.024	0.380	9859	22.1	0.168	30	2.9	3.0	2.9	0.039	58955	57058	pg9224_def.cx9a2_bee
60606	0	0	0.0	1121.0	25.5	0.000	0.000	0.018	0.431	9038	22.6	0.149	30	2.9	3.0	2.7	0.048	60861	57832	pg9325_def.cx9a2_bee
65934	0	0	0.0	1130.1	27.8	0.000	0.000	0.017	0.431	9378	22.3	0.142	27	2.9	3.0	0.8	0.057	66424	62599	pg9426_def.cx9a2_bee
66964	0	0	0.0	905.7	28.7	0.000	0.000	0.014	0.438	9533	22.1	0.142	26	2.9	7.8	0.2	0.003	67225	65423	pg9525_def.cx9a2_bee
64795	0	0	0.0	75.2	27.7	0.000	0.000	0.001	0.437	8021	23.3	0.124	29	2.9	7.8	0.2	0.003	64928	63027	pg9624_def.cx9a2_bee
63830	0	0	0.0	74.8	27.3	0.000	0.000	0.001	0.437	7874	22.6	0.123	28	2.9	7.8	1.2	0.003	63930	62405	pg1023_def.cx9a2_bee
74074	0	0	0.0	87.0	31.7	0.000	0.000	0.001	0.438	9131	23.3	0.123	25	2.9	7.8	0.2	0.003	74516	72286	pg1119_def.cx9a2_bee
74257	0	0	0.0	86.9	31.8	0.000	0.000	0.001	0.438	9098	23.1	0.123	25	2.9	7.8	0.2	0.002	74618	72616	pg1122_def.cx9a2_bee
72115	0	0	0.0	84.0	30.9	0.000	0.000	0.001	0.438	8934	23.1	0.124	26	2.9	7.8	1.5	0.003	72422	69821	pg1217_def.cx9a2_bee
74627	0	0	0.0	87.2	32.0	0.000	0.000	0.001	0.439	9188	23.0	0.123	25	2.9	7.8	2.9	0.003	75016	72601	pg1310_def.cx9a2_bee
74074	0	0	0.0	86.8	31.8	0.000	0.000	0.001	0.440	9158	23.6	0.124	25	2.9	7.8	0.2	0.003	74517	71917	pg1313_def.cx9a2_bee
72639	0	0	0.0	84.9	31.2	0.000	0.000	0.001	0.440	9065	22.9	0.125	25	2.9	7.8	2.8	0.003	72943	70920	pg1410_def.cx9a2_bee
75188	0	0	0.0	87.5	32.3	0.000	0.000	0.001	0.440	9246	23.2	0.123	25	2.9	7.8	0.9	0.003	75615	72611	pg155_def.cx9a2_bee
74813	0	0	0.0	87.2	32.0	0.000	0.000	0.001	0.438	9247	23.2	0.124	25	2.9	7.8	2.9	0.003	75140	73084	pg161_def.cx9a2_bee

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
128756	0	0	0.0	244.9	42.4	0.000	0.000	0.002	0.337	417	11.7	0.003	7	5.8	5.9	2.7	0.003	NA	NA	pg9023_def.cx9a2_bee
129311	0	0	0.0	237.9	39.6	0.000	0.000	0.002	0.314	407	12.1	0.003	7	5.8	5.9	2.7	0.003	NA	NA	pg9124_def.cx9a2_bee
133334	0	0	0.0	253.2	41.1	0.000	0.000	0.002	0.316	380	12.0	0.003	7	5.8	6.0	2.7	0.003	NA	NA	pg9224_def.cx9a2_bee
132159	0	0	0.0	264.4	47.2	0.000	0.000	0.002	0.366	467	12.2	0.004	7	5.8	5.9	3.0	0.003	NA	NA	pg9325_def.cx9a2_bee
121952	0	0	0.0	230.4	37.2	0.000	0.000	0.002	0.313	369	12.2	0.003	8	5.8	5.9	3.0	0.003	NA	NA	pg9426_def.cx9a2_bee
140187	0	0	0.0	100.3	45.7	0.000	0.000	0.001	0.334	438	11.7	0.003	7	5.8	13.3	3.0	0.004	NA	NA	pg9525_def.cx9a2_bee
196079	0	0	0.0	138.4	63.6	0.000	0.000	0.001	0.332	579	11.8	0.003	5	5.8	13.3	3.0	0.004	NA	NA	pg9624_def.cx9a2_bee
225565	0	0	0.0	158.7	73.3	0.000	0.000	0.001	0.333	591	11.5	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1023_def.cx9a2_bee
223881	0	0	0.0	157.0	72.4	0.000	0.000	0.001	0.331	642	11.4	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1119_def.cx9a2_bee
215828	0	0	0.0	148.2	69.0	0.000	0.000	0.001	0.327	612	11.6	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1122_def.cx9a2_bee
220589	0	0	0.0	161.6	74.8	0.000	0.000	0.001	0.347	642	11.5	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1217_def.cx9a2_bee
214286	0	0	0.0	147.0	68.1	0.000	0.000	0.001	0.326	608	11.6	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1310_def.cx9a2_bee
212767	0	0	0.0	170.7	78.9	0.000	0.000	0.001	0.380	869	11.7	0.004	4	5.8	13.3	3.0	0.004	NA	NA	pg1313_def.cx9a2_bee
214286	0	0	0.0	149.8	69.8	0.000	0.000	0.001	0.333	749	11.7	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg1410_def.cx9a2_bee
223881	0	0	0.0	176.8	82.2	0.000	0.000	0.001	0.376	561	11.7	0.003	4	5.8	13.3	3.0	0.003	NA	NA	pg155_def.cx9a2_bee
232559	0	0	0.0	167.4	78.2	0.000	0.000	0.001	0.344	496	11.5	0.002	4	5.8	13.3	3.1	0.004	NA	NA	pg161_def.cx9a2_bee

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
6482	0	0	0.0	13112.4	225.3	0.000	0.000	2.023	35.585	4895	20.4	0.755	252	7.9	8.1	3.3	0.109	6693	4043	pg9023_def.cx9a2_bee
7493	0	0	0.0	15134.8	259.3	0.000	0.000	2.020	35.434	4892	23.8	0.653	254	8.0	8.2	3.3	0.080	8440	3795	pg9124_def.cx9a2_bee
7356	0	0	0.0	14826.3	251.8	0.000	0.000	2.016	35.054	5928	23.9	0.806	260	8.0	8.2	2.4	0.069	8540	3396	pg9224_def.cx9a2_bee
7432	0	4	0.2	14369.6	248.4	0.001	0.024	1.933	34.228	5694	23.1	0.766	249	8.2	8.4	5.4	0.266	8788	2549	pg9325_def.cx9a2_bee
7550	0	2	0.0	14914.8	256.1	0.000	0.003	1.975	34.736	4999	23.6	0.662	250	8.2	8.4	6.6	0.130	8740	3246	pg9426_def.cx9a2_bee
10317	0	29	0.1	435.9	17.9	0.003	0.013	0.042	1.776	5404	18.1	0.524	140	8.4	42.1	6.6	0.173	2649	1847	pg9525_def.cx9a2_bee
18157	0	48	0.2	91.6	27.4	0.003	0.012	0.005	1.545	9141	22.6	0.503	100	8.3	41.1	6.2	0.060	27321	1548	pg9624_def.cx9a2_bee
18904	0	50	0.2	93.6	28.2	0.003	0.012	0.005	1.525	9418	23.7	0.498	100	8.2	40.2	8.2	0.021	27121	1498	pg1023_def.cx9a2_bee
11451	0	32	0.1	59.7	15.8	0.003	0.013	0.005	1.411	5841	18.5	0.510	129	8.3	30.7	6.6	0.065	3148	2047	pg1119_def.cx9a2_bee
11471	0	31	0.1	59.4	15.9	0.003	0.013	0.005	1.416	5854	18.6	0.510	130	8.3	31.2	5.6	0.019	3097	2148	pg1122_def.cx9a2_bee
18174	0	50	0.2	90.8	26.3	0.003	0.013	0.005	1.483	9092	22.9	0.500	101	8.2	38.8	4.2	0.017	27570	4645	pg1217_def.cx9a2_bee
18536	0	52	0.2	92.6	27.0	0.003	0.012	0.005	1.490	9281	22.6	0.501	98	8.0	39.2	8.1	0.025	27830	4046	pg1310_def.cx9a2_bee
15943	0	47	0.2	81.7	22.1	0.003	0.012	0.005	1.419	8047	21.8	0.505	109	8.2	36.3	6.5	0.022	5891	3748	pg1313_def.cx9a2_bee
19038	0	136	1.0	89.2	26.6	0.007	0.054	0.005	1.433	9526	21.4	0.500	90	7.9	39.2	5.3	0.029	27669	4246	pg1410_def.cx9a2_bee
21894	0	57	0.3	96.1	29.1	0.003	0.012	0.004	1.360	10719	22.9	0.490	84	7.9	38.4	0.1	0.041	28419	7042	pg155_def.cx9a2_bee
21563	0	56	0.3	95.3	28.8	0.003	0.012	0.004	1.366	10572	22.8	0.490	85	7.9	38.5	7.5	0.024	28318	6193	pg161_def.cx9a2_bee

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
2082	0	0	0.0	4217.9	70.1	0.000	0.000	2.025	34.465	9474	17.1	4.550	657	8.0	8.2	3.0	0.031	769	440	pg9023_def.cx9a2_bee
1881	0	0	0.0	3797.3	62.0	0.000	0.000	2.019	33.774	8314	17.1	4.420	727	8.1	8.3	2.5	0.036	615	405	pg9124_def.cx9a2_bee
1741	0	0	0.0	3713.6	57.0	0.000	0.000	2.133	33.538	8581	17.0	4.928	781	8.1	8.3	0.8	0.037	550	365	pg9224_def.cx9a2_bee
2290	0	0	0.0	4824.4	73.0	0.000	0.000	2.107	32.647	10999	18.0	4.803	629	8.3	8.5	0.1	0.048	579	400	pg9325_def.cx9a2_bee
2260	0	0	0.0	4779.0	73.4	0.000	0.000	2.115	33.248	10687	18.1	4.729	641	8.3	8.5	3.7	0.090	585	390	pg9426_def.cx9a2_bee
2010	0	0	0.0	261.1	4.7	0.000	0.000	0.130	2.376	8617	14.9	4.286	593	8.4	42.2	5.4	0.036	415	285	pg9525_def.cx9a2_bee
1976	0	0	0.0	28.9	5.3	0.000	0.000	0.015	2.762	9700	15.0	4.910	607	8.3	43.3	6.8	0.020	469	315	pg9624_def.cx9a2_bee
3327	0	0	0.0	39.2	8.4	0.000	0.000	0.012	2.574	16081	17.2	4.834	414	8.3	44.1	4.2	0.045	455	170	pg1023_def.cx9a2_bee
1778	0	0	0.0	27.0	4.6	0.000	0.000	0.015	2.665	8769	14.7	4.932	661	8.4	29.6	5.2	0.005	410	270	pg1119_def.cx9a2_bee
2344	0	0	0.0	28.5	5.1	0.000	0.000	0.012	2.242	11473	15.5	4.896	529	8.4	30.5	6.5	0.005	455	295	pg1122_def.cx9a2_bee
2819	0	0	0.0	29.6	5.7	0.000	0.000	0.011	2.073	13678	16.4	4.852	465	8.2	38.4	4.8	0.037	690	534	pg1217_def.cx9a2_bee
6281	0	0	0.0	36.2	8.3	0.000	0.000	0.006	1.355	30236	21.2	4.814	270	8.1	39.3	7.8	0.006	2632	405	pg1310_def.cx9a2_bee
3594	0	0	0.0	32.9	6.7	0.000	0.000	0.009	1.909	17284	17.5	4.809	389	8.2	36.3	5.7	0.030	799	519	pg1313_def.cx9a2_bee
5893	0	0	0.0	37.9	9.2	0.000	0.000	0.006	1.605	28095	20.3	4.768	276	8.0	41.9	0.1	0.007	1933	969	pg1410_def.cx9a2_bee
5176	0	0	0.0	38.0	9.1	0.000	0.000	0.007	1.800	24692	19.3	4.771	298	8.0	41.8	3.6	0.004	1693	1049	pg155_def.cx9a2_bee
5882	0	0	0.0	41.1	10.2	0.000	0.000	0.007	1.774	27906	20.1	4.744	273	8.0	42.4	8.0	0.004	1833	834	pg161_def.cx9a2_bee

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	7635	0	0.0	203.9	2.9	0.000	0.000	2.045	30.279	29395	12.7	3.850	133	8.0	8.2	1.5	0.012	7205	6839	pg9023_def.cx9a2_bee
100	7834	0	0.0	198.7	2.9	0.000	0.000	1.993	29.917	30148	12.6	3.849	129	8.1	8.3	1.7	0.004	7449	7190	pg9124_def.cx9a2_bee
100	8333	0	0.0	201.2	2.9	0.000	0.000	2.018	29.886	32017	12.7	3.842	122	8.1	8.2	0.1	0.004	8071	7814	pg9224_def.cx9a2_bee
100	8274	0	0.0	219.0	3.0	0.000	0.000	2.197	30.496	31856	12.8	3.850	124	8.3	8.4	1.0	0.004	7989	7735	pg9325_def.cx9a2_bee
100	8417	0	0.0	218.0	3.0	0.000	0.000	2.187	30.424	32408	12.6	3.850	120	8.3	8.4	0.7	0.005	8084	7799	pg9426_def.cx9a2_bee
100	8301	0	0.0	10.7	0.7	0.000	0.000	0.108	7.411	31850	12.6	3.837	121	8.4	38.6	8.6	0.004	7930	7639	pg9525_def.cx9a2_bee
100	8485	0	0.0	10.3	0.8	0.000	0.000	0.104	7.966	32608	12.6	3.843	119	8.3	43.3	8.5	0.005	8020	7717	pg9624_def.cx9a2_bee
100	8465	0	0.0	9.9	0.8	0.000	0.000	0.099	7.828	32535	13.2	3.843	125	8.3	44.1	0.4	0.004	8071	7785	pg1023_def.cx9a2_bee
100	8976	0	0.0	10.3	0.8	0.000	0.000	0.103	7.886	34495	12.9	3.843	115	8.4	28.4	8.5	0.004	8532	8244	pg1119_def.cx9a2_bee
100	9209	0	0.0	10.3	0.8	0.000	0.000	0.103	7.874	35382	12.5	3.842	109	8.4	28.8	8.6	0.003	8502	8187	pg1122_def.cx9a2_bee
100	8705	0	0.0	10.1	0.8	0.000	0.000	0.101	7.770	33434	13.1	3.841	120	8.2	34.0	1.0	0.003	8456	8277	pg1217_def.cx9a2_bee
100	8787	0	0.0	10.0	0.8	0.000	0.000	0.100	7.830	33731	13.3	3.839	121	8.1	36.5	3.6	0.004	8566	8390	pg1310_def.cx9a2_bee
100	8823	0	0.0	9.6	0.7	0.000	0.000	0.096	7.641	33922	12.9	3.845	117	8.2	33.2	0.4	0.004	8454	8245	pg1313_def.cx9a2_bee
100	8462	0	0.0	8.5	0.8	0.000	0.000	0.086	7.808	32479	12.7	3.838	120	8.0	41.9	1.2	0.006	8145	7929	pg1410_def.cx9a2_bee
100	8434	0	0.0	8.6	0.8	0.000	0.000	0.086	7.934	32387	12.6	3.840	120	8.0	41.8	0.5	0.005	8027	7829	pg155_def.cx9a2_bee
100	8918	0	0.0	8.7	0.7	0.000	0.000	0.087	7.577	34191	12.9	3.834	116	8.0	42.4	0.4	0.003	8652	8469	pg161_def.cx9a2_bee

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	3161	0	0.0	209.6	3.3	0.000	0.000	2.100	33.360	13232	14.7	4.186	372	8.0	8.2	3.1	0.005	3164	2941	pg9023_def.cx9a2_bee
100	3124	0	0.0	214.8	3.3	0.000	0.000	2.154	33.827	13090	13.7	4.190	351	8.1	8.3	2.8	0.005	3118	2925	pg9124_def.cx9a2_bee
100	3600	0	0.0	216.7	3.3	0.000	0.000	2.171	33.758	14968	13.6	4.158	302	8.1	8.2	2.9	0.005	3583	3467	pg9224_def.cx9a2_bee
100	3530	0	0.0	350.8	3.9	0.000	0.000	3.518	40.257	15165	13.4	4.296	304	8.3	8.4	0.6	0.004	3532	3405	pg9325_def.cx9a2_bee
100	3602	0	0.0	353.1	4.0	0.000	0.000	3.542	40.620	15448	13.5	4.289	300	8.3	8.4	1.0	0.005	3598	3468	pg9426_def.cx9a2_bee
100	3570	0	0.0	108.4	1.7	0.000	0.000	1.086	17.265	14862	13.7	4.163	307	8.4	36.0	8.6	0.004	3564	3436	pg9525_def.cx9a2_bee
100	3517	0	0.0	56.8	1.7	0.000	0.000	0.570	16.953	14660	14.3	4.169	325	8.3	40.2	8.5	0.005	3500	3388	pg9624_def.cx9a2_bee
100	3464	0	0.0	57.1	1.7	0.000	0.000	0.572	16.977	14443	14.2	4.170	328	8.3	43.0	3.8	0.004	3452	3327	pg1023_def.cx9a2_bee
100	3541	0	0.0	57.8	1.7	0.000	0.000	0.580	16.973	14764	14.4	4.170	325	8.4	28.4	8.5	0.003	3532	3420	pg1119_def.cx9a2_bee
100	3529	0	0.0	58.1	1.7	0.000	0.000	0.582	16.964	14701	14.3	4.166	324	8.4	28.4	8.6	0.003	3516	3420	pg1122_def.cx9a2_bee
100	3522	0	0.0	57.9	1.7	0.000	0.000	0.581	16.960	14667	14.2	4.165	323	8.2	32.9	0.9	0.003	3503	3404	pg1217_def.cx9a2_bee
100	3520	0	0.0	57.1	1.7	0.000	0.000	0.572	16.955	14669	14.3	4.167	325	8.1	35.4	1.0	0.003	3503	3404	pg1310_def.cx9a2_bee
100	3513	0	0.0	58.1	1.7	0.000	0.000	0.582	17.007	14646	14.1	4.169	321	8.2	32.1	1.0	0.004	3500	3388	pg1313_def.cx9a2_bee
100	3441	0	0.0	56.5	1.7	0.000	0.000	0.567	17.135	14389	13.8	4.182	321	8.0	40.7	0.9	0.011	3436	3340	pg1410_def.cx9a2_bee
100	3474	0	0.0	56.7	1.7	0.000	0.000	0.568	17.238	14326	13.6	4.123	313	8.0	41.8	3.7	0.006	3468	3372	pg155_def.cx9a2_bee
100	3433	0	0.0	56.3	1.6	0.000	0.000	0.564	16.850	14198	13.2	4.136	308	8.0	42.4	1.0	0.005	3406	3305	pg161_def.cx9a2_bee

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	6720	0	0.0	1029.4	17.7	0.000	0.000	2.064	36.374	26064	13.6	3.878	162	8.0	8.2	3.0	0.018	6554	5642	pg9023_def.cx9a2_bee
499	6953	0	0.0	1025.6	17.7	0.000	0.000	2.056	36.241	26940	13.7	3.875	158	8.1	8.3	3.9	0.021	6778	5881	pg9124_def.cx9a2_bee
499	7427	0	0.0	1041.3	17.7	0.000	0.000	2.089	36.258	28807	13.8	3.879	149	8.1	8.3	2.4	0.015	7304	6166	pg9224_def.cx9a2_bee
499	7192	0	0.0	1105.1	15.1	0.000	0.000	2.216	30.939	28174	13.5	3.917	150	8.3	8.4	2.6	0.002	7082	6201	pg9325_def.cx9a2_bee
499	7189	0	0.0	1104.6	15.1	0.000	0.000	2.215	30.931	28117	13.5	3.911	150	8.3	8.4	3.0	0.004	7048	6153	pg9426_def.cx9a2_bee
499	7314	0	0.0	111.4	2.3	0.000	0.000	0.223	4.780	28284	13.0	3.867	142	8.4	34.9	8.6	0.003	7162	6148	pg9525_def.cx9a2_bee
499	7265	0	0.0	60.5	2.4	0.000	0.000	0.121	4.853	28158	13.1	3.876	144	8.3	39.1	8.5	0.003	7113	6121	pg9624_def.cx9a2_bee
499	7479	0	0.0	60.8	2.3	0.000	0.000	0.122	4.794	28981	13.1	3.875	140	8.3	41.9	0.7	0.003	7306	6153	pg1023_def.cx9a2_bee
499	7590	0	0.0	61.5	2.4	0.000	0.000	0.123	4.838	29370	13.1	3.870	138	8.4	28.4	8.5	0.003	7495	6377	pg1119_def.cx9a2_bee
499	7659	0	0.0	61.3	2.4	0.000	0.000	0.123	4.849	29637	13.2	3.869	138	8.4	28.5	8.6	0.004	7576	6430	pg1122_def.cx9a2_bee
499	8284	0	0.0	61.5	2.3	0.000	0.000	0.123	4.803	32013	13.1	3.864	127	8.2	31.8	1.7	0.003	7978	7350	pg1217_def.cx9a2_bee
499	8182	0	0.0	60.7	2.3	0.000	0.000	0.121	4.801	31616	13.3	3.864	130	8.1	34.3	2.5	0.004	7915	7354	pg1310_def.cx9a2_bee
499	8171	0	0.0	61.8	2.3	0.000	0.000	0.124	4.768	31612	12.8	3.869	125	8.2	31.0	1.7	0.003	7895	7241	pg1313_def.cx9a2_bee
499	8223	0	0.0	59.9	2.3	0.000	0.000	0.120	4.749	31737	12.8	3.860	125	8.0	39.5	1.7	0.017	7850	7064	pg1410_def.cx9a2_bee
499	8303	0	0.0	59.9	2.3	0.000	0.000	0.120	4.771	32030	12.8	3.858	123	8.0	40.6	6.6	0.004	8359	7032	pg155_def.cx9a2_bee
499	8195	0	0.0	59.9	2.2	0.000	0.000	0.120	4.596	31606	12.7	3.857	124	8.0	41.2	4.0	0.003	8003	7416	pg161_def.cx9a2_bee

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	3138	0	0.0	1143.6	16.3	0.000	0.000	2.291	33.347	13302	15.8	4.239	403	8.1	8.2	2.8	0.005	3134	2877	pg9023_def.cx9a2_bee
499	3123	0	0.0	1147.3	16.2	0.000	0.000	2.299	33.251	13231	14.7	4.236	377	8.1	8.3	3.0	0.006	3117	2893	pg9124_def.cx9a2_bee
499	3638	0	0.0	1162.6	16.3	0.000	0.000	2.329	33.521	15341	14.8	4.216	325	8.1	8.3	1.0	0.006	3628	3483	pg9224_def.cx9a2_bee
499	3543	0	0.0	1742.0	23.2	0.000	0.000	3.492	47.553	16443	14.9	4.641	336	8.3	8.4	6.1	0.005	3548	3324	pg9325_def.cx9a2_bee
499	3580	0	0.0	1737.6	23.1	0.000	0.000	3.479	47.437	16544	14.8	4.621	331	8.3	8.5	6.8	0.039	3582	3327	pg9426_def.cx9a2_bee
499	3606	0	0.0	155.9	3.1	0.000	0.000	0.312	6.431	15176	14.2	4.208	315	8.4	33.8	6.7	0.005	3596	3452	pg9525_def.cx9a2_bee
499	3527	0	0.0	24.6	3.1	0.000	0.000	0.049	6.321	14838	14.6	4.207	331	8.4	37.9	6.8	0.006	3516	3404	pg9624_def.cx9a2_bee
499	3496	0	0.0	24.8	3.1	0.000	0.000	0.050	6.324	14737	14.7	4.215	336	8.3	40.8	6.8	0.005	3484	3356	pg1023_def.cx9a2_bee
499	3550	0	0.0	25.2	3.1	0.000	0.000	0.050	6.349	14932	14.7	4.206	331	8.4	28.4	7.1	0.004	3532	3420	pg1119_def.cx9a2_bee
499	3546	0	0.0	25.0	3.1	0.000	0.000	0.050	6.354	14904	14.7	4.203	332	8.4	28.5	1.9	0.004	3532	3420	pg1122_def.cx9a2_bee
499	3571	0	0.0	24.7	3.1	0.000	0.000	0.049	6.342	15002	14.6	4.201	327	8.2	29.7	6.5	0.003	3550	3449	pg1217_def.cx9a2_bee
499	3520	0	0.0	24.4	3.1	0.000	0.000	0.049	6.313	14814	14.6	4.208	332	8.1	32.1	2.5	0.003	3501	3403	pg1310_def.cx9a2_bee
499	3494	0	0.0	24.8	3.1	0.000	0.000	0.050	6.361	14711	14.6	4.210	334	8.2	28.8	6.6	0.003	3484	3370	pg1313_def.cx9a2_bee
499	3493	0	0.0	21.7	3.0	0.000	0.000	0.044	6.172	14733	14.2	4.218	325	8.0	37.3	1.7	0.004	3486	3356	pg1410_def.cx9a2_bee
499	3488	0	0.0	26.4	3.0	0.000	0.000	0.053	6.162	14522	14.0	4.163	321	8.0	38.3	1.7	0.004	3484	3368	pg155_def.cx9a2_bee
499	3441	0	0.0	31.2	3.0	0.000	0.000	0.062	6.101	14369	13.5	4.176	314	8.0	39.1	3.9	0.003	3420	3307	pg161_def.cx9a2_bee

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	6871	0	0.0	2054.0	35.4	0.000	0.000	2.058	36.271	26933	15.3	3.920	178	8.1	8.2	1.4	0.022	6728	5626	pg9023_def.cx9a2_bee
998	7269	0	0.0	2061.4	35.3	0.000	0.000	2.066	36.230	28423	15.4	3.910	169	8.1	8.3	2.0	0.013	7145	5885	pg9124_def.cx9a2_bee
997	7609	0	0.0	2097.3	35.3	0.000	0.000	2.103	36.209	29908	15.5	3.931	163	8.1	8.3	3.6	0.010	7522	6150	pg9224_def.cx9a2_bee
997	7129	0	0.0	2221.1	33.1	0.000	0.000	2.227	34.008	28586	15.3	4.010	172	8.3	8.5	6.4	0.011	6950	5880	pg9325_def.cx9a2_bee
998	7217	0	0.0	2217.8	33.1	0.000	0.000	2.223	33.977	28789	15.2	3.989	169	8.3	8.5	6.8	0.006	7061	5998	pg9426_def.cx9a2_bee
998	7218	0	0.0	178.3	3.6	0.000	0.000	0.179	3.708	28187	13.8	3.905	153	8.4	31.7	5.7	0.005	7118	5976	pg9525_def.cx9a2_bee
998	7380	0	0.0	26.3	3.6	0.000	0.000	0.026	3.689	28853	14.0	3.910	152	8.4	35.8	8.5	0.006	7223	5948	pg9624_def.cx9a2_bee
998	7360	0	0.0	26.5	3.6	0.000	0.000	0.027	3.659	28788	14.2	3.911	154	8.3	38.6	6.8	0.004	7226	5988	pg1023_def.cx9a2_bee
998	7683	0	0.0	27.0	3.6	0.000	0.000	0.027	3.696	29998	13.9	3.904	145	8.4	28.4	8.5	0.026	7560	6150	pg1119_def.cx9a2_bee
998	7736	0	0.0	27.1	3.6	0.000	0.000	0.027	3.707	30226	14.0	3.907	145	8.4	28.5	7.1	0.032	7655	6199	pg1122_def.cx9a2_bee
998	8262	0	0.0	26.7	3.6	0.000	0.000	0.027	3.676	32204	14.1	3.898	137	8.2	28.3	6.5	0.007	8029	7070	pg1217_def.cx9a2_bee
998	8184	0	0.0	26.3	3.6	0.000	0.000	0.026	3.658	31935	14.4	3.902	141	8.2	29.8	6.5	0.006	8007	7130	pg1310_def.cx9a2_bee
999	8111	0	0.0	26.7	3.6	0.000	0.000	0.027	3.668	31612	14.2	3.898	140	8.2	28.3	0.9	0.007	7940	6956	pg1313_def.cx9a2_bee
997	8241	0	0.0	40.2	3.3	0.000	0.000	0.040	3.388	32092	13.8	3.894	134	8.0	35.2	2.5	0.008	8039	6972	pg1410_def.cx9a2_bee
997	8236	0	0.0	41.6	4.0	0.000	0.000	0.042	4.136	32047	13.9	3.891	135	8.0	36.2	6.7	0.017	8173	6988	pg155_def.cx9a2_bee
998	8347	0	0.0	38.3	3.4	0.000	0.000	0.038	3.497	32433	13.7	3.885	131	8.1	36.8	4.0	0.009	8136	7096	pg161_def.cx9a2_bee

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	3461	0	0.0	2324.3	34.9	0.000	0.000	2.328	35.760	14910	17.2	4.308	398	8.1	8.3	2.9	0.005	3534	2957	pg9023_def.cx9a2_bee
999	3440	0	0.0	2315.5	37.3	0.000	0.000	2.318	38.211	14796	16.3	4.301	379	8.1	8.3	3.3	0.005	3502	2925	pg9124_def.cx9a2_bee
998	3617	0	0.0	2356.3	37.4	0.000	0.000	2.362	38.393	15692	16.3	4.339	361	8.1	8.3	3.1	0.007	3597	3420	pg9224_def.cx9a2_bee
999	3514	0	0.0	3033.7	40.8	0.000	0.000	3.037	41.868	16812	16.0	4.784	364	8.3	8.5	8.1	0.005	3500	3292	pg9325_def.cx9a2_bee
998	3551	0	0.0	3038.5	40.9	0.000	0.000	3.046	41.949	16928	15.9	4.767	358	8.3	8.5	3.9	0.005	3548	3292	pg9426_def.cx9a2_bee
998	3648	0	0.0	175.7	3.7	0.000	0.000	0.176	3.763	15601	14.9	4.276	327	8.4	29.3	5.4	0.004	3628	3499	pg9525_def.cx9a2_bee
999	3570	0	0.0	21.1	3.6	0.000	0.000	0.021	3.740	15232	15.4	4.267	345	8.4	33.4	6.8	0.005	3548	3420	pg9624_def.cx9a2_bee
998	3513	0	0.0	21.2	3.6	0.000	0.000	0.021	3.739	15018	15.4	4.275	351	8.3	36.3	6.8	0.004	3500	3372	pg1023_def.cx9a2_bee
998	3540	0	0.0	21.5	3.7	0.000	0.000	0.022	3.762	15120	15.1	4.271	341	8.4	28.4	6.7	0.003	3518	3406	pg1119_def.cx9a2_bee
998	3557	0	0.0	21.5	3.7	0.000	0.000	0.022	3.769	15186	15.1	4.269	340	8.4	28.5	6.7	0.003	3534	3420	pg1122_def.cx9a2_bee
998	3525	0	0.0	21.1	3.7	0.000	0.000	0.021	3.744	15059	15.1	4.272	343	8.2	28.3	6.5	0.003	3502	3404	pg1217_def.cx9a2_bee
998	3523	0	0.0	20.9	3.6	0.000	0.000	0.021	3.721	15071	15.0	4.278	341	8.2	28.2	6.7	0.003	3503	3404	pg1310_def.cx9a2_bee
999	3510	0	0.0	21.2	3.7	0.000	0.000	0.021	3.749	14995	15.1	4.273	344	8.3	28.3	5.0	0.004	3499	3374	pg1313_def.cx9a2_bee
998	3496	0	0.0	27.5	3.6	0.000	0.000	0.028	3.688	14970	14.7	4.282	336	8.1	32.4	2.5	0.018	3484	3374	pg1410_def.cx9a2_bee
998	3494	0	0.0	25.3	2.9	0.000	0.000	0.025	2.976	14759	14.4	4.224	330	8.1	33.4	4.4	0.003	3484	3372	pg155_def.cx9a2_bee
998	3461	0	0.0	26.7	3.5	0.000	0.000	0.027	3.587	14684	13.9	4.243	321	8.1	34.0	6.6	0.003	3438	3324	pg161_def.cx9a2_bee

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.047	0.718	0.235	0.000	0.000	0.000	0.000	0.000	0.047	pg9023_def.cx9a2_bee
0.000	0.000	99.924	0.075	0.001	0.000	0.000	0.000	0.000	0.000	0.040	pg9124_def.cx9a2_bee
0.000	0.000	99.938	0.061	0.001	0.000	0.000	0.000	0.000	0.000	0.039	pg9224_def.cx9a2_bee
0.000	0.000	99.893	0.106	0.001	0.000	0.000	0.000	0.000	0.000	0.048	pg9325_def.cx9a2_bee
0.000	0.000	99.889	0.110	0.001	0.000	0.000	0.000	0.000	0.000	0.057	pg9426_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9525_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9624_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1023_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1119_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg1122_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1310_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1410_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg155_def.cx9a2_bee
0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_bee

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	0.000	97.083	2.917	0.001	0.000	0.000	0.000	0.000	0.109	pg9023_def.cx9a2_bee
0.000	0.000	0.000	99.508	0.491	nonzero	0.000	0.000	0.000	0.000	0.080	pg9124_def.cx9a2_bee
0.000	0.000	0.000	99.917	0.083	nonzero	0.000	0.000	0.000	0.000	0.069	pg9224_def.cx9a2_bee
0.000	0.000	1.737	97.920	0.294	0.049	nonzero	0.000	0.000	0.000	0.266	pg9325_def.cx9a2_bee
0.000	0.000	0.064	99.623	0.301	0.012	0.000	0.000	0.000	0.000	0.130	pg9426_def.cx9a2_bee
0.000	0.000	99.994	0.005	0.001	nonzero	0.000	0.000	0.000	0.000	0.173	pg9525_def.cx9a2_bee
0.000	0.000	99.992	0.007	0.001	0.000	0.000	0.000	0.000	0.000	0.060	pg9624_def.cx9a2_bee
0.000	0.000	99.998	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg1023_def.cx9a2_bee
0.000	0.000	99.997	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.065	pg1119_def.cx9a2_bee
0.000	0.000	99.996	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	pg1122_def.cx9a2_bee
0.000	0.000	99.997	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg1217_def.cx9a2_bee
0.000	0.000	99.996	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	pg1310_def.cx9a2_bee
0.000	0.000	99.997	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg1313_def.cx9a2_bee
0.000	0.000	99.618	0.375	0.007	0.000	0.000	0.000	0.000	0.000	0.029	pg1410_def.cx9a2_bee
0.000	0.000	99.996	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	pg155_def.cx9a2_bee
0.000	0.000	99.997	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.026	70.658	2.046	26.828	0.441	0.002	0.000	0.000	0.000	0.000	0.077	pg9023_def.cx9a2_bee
0.034	73.995	0.430	25.287	0.250	0.003	0.000	0.000	0.000	0.000	0.089	pg9124_def.cx9a2_bee
0.026	74.786	0.362	24.802	0.020	0.004	0.000	0.000	0.000	0.000	0.094	pg9224_def.cx9a2_bee
0.026	79.600	0.371	18.114	1.877	0.010	0.002	0.000	0.000	0.000	0.758	pg9325_def.cx9a2_bee
0.027	79.100	0.419	20.234	0.215	0.004	0.001	0.000	0.000	0.000	0.312	pg9426_def.cx9a2_bee
0.323	82.492	0.493	0.772	15.917	0.003	nonzero	0.000	0.000	0.000	0.282	pg9525_def.cx9a2_bee
0.389	81.530	9.909	6.106	2.063	0.002	0.001	0.000	0.000	0.000	0.299	pg9624_def.cx9a2_bee
0.243	81.139	11.273	5.256	2.086	0.003	0.001	0.000	0.000	0.000	0.334	pg1023_def.cx9a2_bee
0.468	82.474	0.428	6.084	10.546	0.000	0.000	0.000	0.000	0.000	0.063	pg1119_def.cx9a2_bee
0.386	82.674	0.461	5.286	11.193	0.000	0.000	0.000	0.000	0.000	0.025	pg1122_def.cx9a2_bee
0.195	82.725	0.650	16.429	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg1217_def.cx9a2_bee
0.328	82.032	3.935	13.705	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg1310_def.cx9a2_bee
0.308	81.659	0.672	17.361	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg1313_def.cx9a2_bee
0.129	81.719	3.750	14.401	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg1410_def.cx9a2_bee
0.137	81.706	4.934	13.223	0.001	0.000	0.000	0.000	0.000	0.000	0.040	pg155_def.cx9a2_bee
0.133	80.861	5.199	13.807	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg161_def.cx9a2_bee

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	83.872	14.507	1.593	0.028	0.000	0.000	0.000	0.000	0.000	0.031	pg9023_def.cx9a2_bee
0.000	91.698	8.126	0.127	0.049	0.000	0.000	0.000	0.000	0.000	0.036	pg9124_def.cx9a2_bee
0.000	90.098	9.724	0.178	0.001	0.000	0.000	0.000	0.000	0.000	0.037	pg9224_def.cx9a2_bee
0.000	94.362	5.445	0.191	0.001	0.000	0.000	0.000	0.000	0.000	0.048	pg9325_def.cx9a2_bee
0.000	93.890	5.914	0.194	0.002	nonzero	0.000	0.000	0.000	0.000	0.090	pg9426_def.cx9a2_bee
25.502	74.493	0.003	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	pg9525_def.cx9a2_bee
20.566	79.430	0.004	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg9624_def.cx9a2_bee
12.123	87.871	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.045	pg1023_def.cx9a2_bee
34.966	65.031	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1119_def.cx9a2_bee
37.575	62.422	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1122_def.cx9a2_bee
35.332	64.665	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	pg1217_def.cx9a2_bee
37.950	62.045	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1310_def.cx9a2_bee
35.696	64.299	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	pg1313_def.cx9a2_bee
19.503	80.494	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1410_def.cx9a2_bee
21.737	78.260	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_bee
21.966	78.031	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
40.578	32.639	1.664	25.058	0.060	nonzero	0.000	0.000	0.000	0.000	0.070	pg9023_def.cx9a2_bee
42.693	31.732	0.026	25.527	0.021	nonzero	0.000	0.000	0.000	0.000	0.077	pg9124_def.cx9a2_bee
38.933	35.267	0.015	25.784	nonzero	nonzero	0.000	0.000	0.000	0.000	0.078	pg9224_def.cx9a2_bee
44.611	37.338	0.025	18.026	0.001	nonzero	nonzero	0.000	0.000	0.000	0.266	pg9325_def.cx9a2_bee
44.148	37.205	0.029	18.616	0.001	nonzero	nonzero	0.000	0.000	0.000	0.261	pg9426_def.cx9a2_bee
61.309	20.415	0.003	17.276	0.997	nonzero	0.000	0.000	0.000	0.000	0.108	pg9525_def.cx9a2_bee
63.220	15.108	0.004	21.550	0.117	nonzero	0.000	0.000	0.000	0.000	0.107	pg9624_def.cx9a2_bee
65.870	18.806	7.947	5.349	2.028	nonzero	nonzero	0.000	0.000	0.000	0.314	pg1023_def.cx9a2_bee
64.682	13.897	0.005	20.024	1.393	0.000	0.000	0.000	0.000	0.000	0.022	pg1119_def.cx9a2_bee
67.968	15.033	0.004	16.429	0.565	0.000	0.000	0.000	0.000	0.000	0.019	pg1122_def.cx9a2_bee
65.044	13.606	0.075	21.274	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	pg1217_def.cx9a2_bee
66.217	20.814	10.194	2.774	0.001	0.000	0.000	0.000	0.000	0.000	0.026	pg1310_def.cx9a2_bee
68.551	14.125	0.007	17.317	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	pg1313_def.cx9a2_bee
55.526	25.374	17.518	1.582	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1410_def.cx9a2_bee
54.558	23.250	18.282	3.909	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg155_def.cx9a2_bee
57.900	24.362	14.110	3.628	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg161_def.cx9a2_bee

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.906	0.093	nonzero	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9023_def.cx9a2_bee
99.893	0.106	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9124_def.cx9a2_bee
99.941	0.059	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9224_def.cx9a2_bee
99.916	0.083	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9325_def.cx9a2_bee
99.916	0.084	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9426_def.cx9a2_bee
99.920	0.079	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9525_def.cx9a2_bee
99.936	0.064	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9624_def.cx9a2_bee
99.929	0.071	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1023_def.cx9a2_bee
99.938	0.062	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1119_def.cx9a2_bee
99.967	0.033	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1122_def.cx9a2_bee
99.937	0.062	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
99.952	0.048	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1310_def.cx9a2_bee
99.936	0.063	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1313_def.cx9a2_bee
99.939	0.060	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_bee
99.936	0.063	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg155_def.cx9a2_bee
99.962	0.038	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	92.750	7.250	0.000	0.000	0.000	0.000	0.000	0.024	pg9023_def.cx9a2_bee
0.000	0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.020	pg9124_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9224_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9325_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9426_def.cx9a2_bee
0.000	0.000	99.611	0.389	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_bee
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9624_def.cx9a2_bee
0.000	0.000	99.722	0.278	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1023_def.cx9a2_bee
0.000	0.000	99.639	0.361	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1119_def.cx9a2_bee
0.000	0.000	99.694	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1122_def.cx9a2_bee
0.000	0.000	99.806	0.194	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1217_def.cx9a2_bee
0.000	0.000	99.806	0.194	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1310_def.cx9a2_bee
0.000	0.000	99.694	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1313_def.cx9a2_bee
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1410_def.cx9a2_bee
0.000	0.000	99.639	0.361	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg155_def.cx9a2_bee
0.000	0.000	99.611	0.389	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	11.750	65.722	22.444	0.083	0.000	0.000	0.000	0.000	0.000	0.020	pg9023_def.cx9a2_bee
0.000	12.944	73.056	14.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9124_def.cx9a2_bee
0.000	10.194	64.639	25.167	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9224_def.cx9a2_bee
0.000	10.667	66.667	22.667	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9325_def.cx9a2_bee
0.000	11.500	64.444	24.056	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9426_def.cx9a2_bee
0.000	10.722	67.806	21.472	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9525_def.cx9a2_bee
0.000	10.806	65.167	24.028	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_bee
0.000	10.306	65.556	24.139	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1023_def.cx9a2_bee
0.000	9.556	61.917	28.528	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1119_def.cx9a2_bee
0.000	10.500	64.389	25.111	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1122_def.cx9a2_bee
0.028	31.333	68.639	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1217_def.cx9a2_bee
0.000	31.889	68.111	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1310_def.cx9a2_bee
0.000	28.000	72.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_bee
0.000	0.000	0.028	99.972	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1410_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg155_def.cx9a2_bee
0.000	27.333	72.528	0.139	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg161_def.cx9a2_bee

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
34.899	65.100	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9023_def.cx9a2_bee
34.648	65.351	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9124_def.cx9a2_bee
87.446	12.554	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9224_def.cx9a2_bee
85.207	14.793	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9325_def.cx9a2_bee
85.603	14.396	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9426_def.cx9a2_bee
87.097	12.902	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9525_def.cx9a2_bee
87.214	12.784	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9624_def.cx9a2_bee
86.808	13.191	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1023_def.cx9a2_bee
87.803	12.195	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1119_def.cx9a2_bee
87.701	12.298	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1122_def.cx9a2_bee
87.876	12.123	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
87.863	12.136	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1310_def.cx9a2_bee
87.900	12.099	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1313_def.cx9a2_bee
86.564	13.434	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1410_def.cx9a2_bee
87.068	12.930	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_bee
85.397	14.602	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg161_def.cx9a2_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	93.167	6.833	0.000	0.000	0.000	0.000	0.000	0.025	pg9023_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9124_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9224_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9325_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9426_def.cx9a2_bee
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_bee
0.000	0.000	99.722	0.278	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9624_def.cx9a2_bee
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_bee
0.000	0.000	99.778	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1119_def.cx9a2_bee
0.000	0.000	99.806	0.194	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1122_def.cx9a2_bee
0.000	0.000	99.778	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_bee
0.000	0.000	99.861	0.139	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1310_def.cx9a2_bee
0.000	0.000	99.778	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1313_def.cx9a2_bee
0.000	0.000	99.861	0.139	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1410_def.cx9a2_bee
0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_bee
0.000	0.000	99.778	0.222	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
1.694	34.694	1.222	61.306	1.083	0.000	0.000	0.000	0.000	0.000	0.024	pg9023_def.cx9a2_bee
1.333	33.528	1.389	63.750	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9124_def.cx9a2_bee
0.889	55.889	0.056	43.167	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9224_def.cx9a2_bee
0.694	35.306	0.083	63.917	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9325_def.cx9a2_bee
0.278	18.583	0.167	80.972	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9426_def.cx9a2_bee
0.861	35.139	0.472	63.528	0.000	0.000	0.000	0.000	0.000	0.000	0.012	pg9525_def.cx9a2_bee
0.250	22.667	0.111	76.972	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9624_def.cx9a2_bee
0.583	48.722	0.611	50.083	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1023_def.cx9a2_bee
0.417	13.611	0.028	85.944	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1119_def.cx9a2_bee
0.556	36.833	0.306	62.306	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1122_def.cx9a2_bee
0.333	29.056	70.556	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1217_def.cx9a2_bee
0.194	30.889	68.806	0.111	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1310_def.cx9a2_bee
0.250	49.222	50.472	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1313_def.cx9a2_bee
0.472	44.111	0.028	55.389	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1410_def.cx9a2_bee
0.417	25.444	0.000	74.139	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg155_def.cx9a2_bee
0.667	47.833	51.306	0.194	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg161_def.cx9a2_bee

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.463	1.535	nonzero	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg9023_def.cx9a2_bee
98.621	1.379	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg9124_def.cx9a2_bee
99.079	0.921	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9224_def.cx9a2_bee
98.761	1.239	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	pg9325_def.cx9a2_bee
98.655	1.345	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9426_def.cx9a2_bee
98.888	1.112	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9525_def.cx9a2_bee
99.050	0.950	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9624_def.cx9a2_bee
99.222	0.778	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1023_def.cx9a2_bee
99.271	0.728	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1119_def.cx9a2_bee
99.392	0.608	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1122_def.cx9a2_bee
99.886	0.114	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
99.886	0.114	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1310_def.cx9a2_bee
99.882	0.118	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_bee
99.897	0.103	nonzero	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg1410_def.cx9a2_bee
99.898	0.102	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_bee
99.921	0.078	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	92.033	7.967	0.000	0.000	0.000	0.000	0.000	0.049	pg9023_def.cx9a2_bee
0.000	0.000	0.000	99.794	0.206	0.000	0.000	0.000	0.000	0.000	0.036	pg9124_def.cx9a2_bee
0.000	0.000	0.000	99.933	0.067	0.000	0.000	0.000	0.000	0.000	0.027	pg9224_def.cx9a2_bee
0.000	0.000	0.000	99.994	0.006	0.000	0.000	0.000	0.000	0.000	0.023	pg9325_def.cx9a2_bee
0.000	0.000	0.000	99.989	0.011	0.000	0.000	0.000	0.000	0.000	0.020	pg9426_def.cx9a2_bee
0.000	0.000	99.944	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9525_def.cx9a2_bee
0.000	0.000	99.961	0.039	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9624_def.cx9a2_bee
0.000	0.000	99.939	0.061	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1023_def.cx9a2_bee
0.000	0.000	99.939	0.061	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1119_def.cx9a2_bee
0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1122_def.cx9a2_bee
0.000	0.000	99.967	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1217_def.cx9a2_bee
0.000	0.000	99.956	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1310_def.cx9a2_bee
0.000	0.000	99.978	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1313_def.cx9a2_bee
0.000	0.000	99.956	0.039	0.006	0.000	0.000	0.000	0.000	0.000	0.020	pg1410_def.cx9a2_bee
0.000	0.000	99.961	0.039	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_bee
0.000	0.000	99.983	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
2.317	87.072	10.006	0.578	0.028	0.000	0.000	0.000	0.000	0.000	0.019	pg9023_def.cx9a2_bee
2.228	86.761	11.006	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.022	pg9124_def.cx9a2_bee
4.056	84.150	11.706	0.067	0.022	0.000	0.000	0.000	0.000	0.000	0.018	pg9224_def.cx9a2_bee
4.961	95.022	0.011	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9325_def.cx9a2_bee
6.728	93.239	0.028	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9426_def.cx9a2_bee
10.722	89.233	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9525_def.cx9a2_bee
18.500	81.361	0.139	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg9624_def.cx9a2_bee
17.567	82.311	0.122	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1023_def.cx9a2_bee
18.383	81.533	0.083	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1119_def.cx9a2_bee
18.350	81.583	0.067	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1122_def.cx9a2_bee
14.806	85.089	0.106	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
15.961	83.944	0.094	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1310_def.cx9a2_bee
14.544	85.356	0.100	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_bee
7.228	92.639	0.128	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.017	pg1410_def.cx9a2_bee
8.356	91.511	0.133	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg155_def.cx9a2_bee
7.322	92.522	0.156	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_bee

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
34.107	65.889	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9023_def.cx9a2_bee
34.075	65.921	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9124_def.cx9a2_bee
87.778	12.219	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9224_def.cx9a2_bee
80.298	19.700	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9325_def.cx9a2_bee
80.377	19.622	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	pg9426_def.cx9a2_bee
87.481	12.516	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9525_def.cx9a2_bee
87.596	12.403	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_bee
87.352	12.646	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1023_def.cx9a2_bee
88.076	11.923	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1119_def.cx9a2_bee
87.923	12.076	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1122_def.cx9a2_bee
88.704	11.295	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
87.961	12.037	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1310_def.cx9a2_bee
87.582	12.416	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1313_def.cx9a2_bee
87.464	12.535	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1410_def.cx9a2_bee
87.499	12.499	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg155_def.cx9a2_bee
85.654	14.345	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	92.350	7.650	0.000	0.000	0.000	0.000	0.000	0.031	pg9023_def.cx9a2_bee
0.000	0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.020	pg9124_def.cx9a2_bee
0.000	0.000	0.000	100.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9224_def.cx9a2_bee
0.000	0.000	0.022	99.978	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9325_def.cx9a2_bee
0.000	0.000	0.006	99.983	0.011	0.000	0.000	0.000	0.000	0.000	0.019	pg9426_def.cx9a2_bee
0.000	0.000	99.933	0.067	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9525_def.cx9a2_bee
0.000	0.000	99.944	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_bee
0.000	0.000	99.950	0.050	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1023_def.cx9a2_bee
0.000	0.000	99.978	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1119_def.cx9a2_bee
0.000	0.000	99.956	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1122_def.cx9a2_bee
0.000	0.000	99.956	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1217_def.cx9a2_bee
0.000	0.000	99.933	0.067	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1310_def.cx9a2_bee
0.000	0.000	99.978	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1313_def.cx9a2_bee
0.000	0.000	99.956	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1410_def.cx9a2_bee
0.000	0.000	99.978	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg155_def.cx9a2_bee
0.000	0.000	99.956	0.033	0.011	0.000	0.000	0.000	0.000	0.000	0.017	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
15.511	63.156	4.456	16.511	0.367	0.000	0.000	0.000	0.000	0.000	0.024	pg9023_def.cx9a2_bee
16.094	63.928	4.306	15.672	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9124_def.cx9a2_bee
13.439	63.956	1.244	21.361	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9224_def.cx9a2_bee
13.378	51.622	13.561	21.433	0.006	0.000	0.000	0.000	0.000	0.000	0.017	pg9325_def.cx9a2_bee
18.050	53.500	12.972	15.478	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9426_def.cx9a2_bee
21.333	43.350	13.400	21.917	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9525_def.cx9a2_bee
21.628	48.033	13.456	16.883	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9624_def.cx9a2_bee
23.606	46.611	12.733	17.050	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1023_def.cx9a2_bee
24.350	45.833	12.311	17.506	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1119_def.cx9a2_bee
22.878	46.417	12.211	18.494	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1122_def.cx9a2_bee
18.594	56.289	25.106	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1217_def.cx9a2_bee
19.544	52.728	27.717	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1310_def.cx9a2_bee
18.056	53.711	27.539	0.694	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1313_def.cx9a2_bee
17.611	47.767	0.256	34.367	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1410_def.cx9a2_bee
18.772	47.600	0.094	33.533	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg155_def.cx9a2_bee
14.894	59.111	25.806	0.189	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg161_def.cx9a2_bee

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.678	1.309	0.007	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg9023_def.cx9a2_bee
99.096	0.900	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9124_def.cx9a2_bee
99.213	0.784	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg9224_def.cx9a2_bee
98.380	1.616	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9325_def.cx9a2_bee
98.589	1.406	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9426_def.cx9a2_bee
98.633	1.363	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9525_def.cx9a2_bee
98.998	0.997	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg9624_def.cx9a2_bee
98.910	1.086	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1023_def.cx9a2_bee
99.125	0.872	0.004	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	pg1119_def.cx9a2_bee
99.257	0.739	0.004	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.032	pg1122_def.cx9a2_bee
99.854	0.142	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1217_def.cx9a2_bee
99.850	0.147	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1310_def.cx9a2_bee
99.848	0.148	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1313_def.cx9a2_bee
99.883	0.113	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1410_def.cx9a2_bee
99.891	0.106	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	pg155_def.cx9a2_bee
99.903	0.094	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg161_def.cx9a2_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	94.686	5.314	0.000	0.000	0.000	0.000	0.000	0.037	pg9023_def.cx9a2_bee
0.000	0.000	0.000	99.800	0.200	0.000	0.000	0.000	0.000	0.000	0.036	pg9124_def.cx9a2_bee
0.000	0.000	0.000	99.992	0.008	0.000	0.000	0.000	0.000	0.000	0.022	pg9224_def.cx9a2_bee
0.000	0.000	0.014	99.986	0.000	0.000	0.000	0.000	0.000	0.000	0.014	pg9325_def.cx9a2_bee
0.000	0.000	0.003	99.997	0.000	0.000	0.000	0.000	0.000	0.000	0.016	pg9426_def.cx9a2_bee
0.000	0.000	99.975	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9525_def.cx9a2_bee
0.000	0.000	99.969	0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg9624_def.cx9a2_bee
0.000	0.000	99.972	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1023_def.cx9a2_bee
0.000	0.000	99.986	0.011	0.003	0.000	0.000	0.000	0.000	0.000	0.030	pg1119_def.cx9a2_bee
0.000	0.000	99.983	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1122_def.cx9a2_bee
0.000	0.000	99.969	0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1217_def.cx9a2_bee
0.000	0.000	99.981	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1310_def.cx9a2_bee
0.000	0.000	99.975	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1313_def.cx9a2_bee
0.000	0.000	99.953	0.047	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg1410_def.cx9a2_bee
0.000	0.000	99.964	0.025	0.011	0.000	0.000	0.000	0.000	0.000	0.030	pg155_def.cx9a2_bee
0.000	0.000	99.986	0.011	0.003	0.000	0.000	0.000	0.000	0.000	0.023	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.997	62.017	11.944	24.428	0.614	0.000	0.000	0.000	0.000	0.000	0.028	pg9023_def.cx9a2_bee
0.997	62.592	14.150	22.261	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9124_def.cx9a2_bee
1.756	67.536	11.603	19.106	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9224_def.cx9a2_bee
1.733	78.247	6.167	13.853	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9325_def.cx9a2_bee
2.483	80.536	6.286	10.694	0.000	0.000	0.000	0.000	0.000	0.000	0.013	pg9426_def.cx9a2_bee
4.772	79.858	6.914	8.456	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9525_def.cx9a2_bee
6.039	76.814	6.928	10.219	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9624_def.cx9a2_bee
6.094	75.675	6.064	12.167	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1023_def.cx9a2_bee
6.492	78.403	6.269	8.833	0.003	0.000	0.000	0.000	0.000	0.000	0.027	pg1119_def.cx9a2_bee
6.286	75.361	7.072	11.281	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1122_def.cx9a2_bee
4.453	79.839	15.689	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1217_def.cx9a2_bee
5.242	79.781	14.953	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1310_def.cx9a2_bee
4.583	80.672	14.350	0.394	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1313_def.cx9a2_bee
2.944	81.667	0.617	14.772	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1410_def.cx9a2_bee
2.700	80.728	0.094	16.475	0.003	0.000	0.000	0.000	0.000	0.000	0.028	pg155_def.cx9a2_bee
2.783	81.211	14.839	1.164	0.003	0.000	0.000	0.000	0.000	0.000	0.020	pg161_def.cx9a2_bee

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
69.628	30.364	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9023_def.cx9a2_bee
70.724	29.270	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9124_def.cx9a2_bee
87.533	12.462	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg9224_def.cx9a2_bee
76.361	23.637	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9325_def.cx9a2_bee
76.664	23.333	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9426_def.cx9a2_bee
88.132	11.863	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg9525_def.cx9a2_bee
88.036	11.962	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg9624_def.cx9a2_bee
87.574	12.423	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1023_def.cx9a2_bee
87.912	12.085	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1119_def.cx9a2_bee
88.219	11.779	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1122_def.cx9a2_bee
87.928	12.069	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1217_def.cx9a2_bee
87.844	12.154	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg1310_def.cx9a2_bee
87.912	12.085	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	pg1313_def.cx9a2_bee
87.611	12.387	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	pg1410_def.cx9a2_bee
87.631	12.367	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg155_def.cx9a2_bee
86.162	13.836	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	pg161_def.cx9a2_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	94.947	5.053	0.000	0.000	0.000	0.000	0.000	0.034	pg9023_def.cx9a2_bee
0.000	0.000	0.000	99.900	0.100	0.000	0.000	0.000	0.000	0.000	0.038	pg9124_def.cx9a2_bee
0.000	0.000	0.000	99.986	0.014	0.000	0.000	0.000	0.000	0.000	0.025	pg9224_def.cx9a2_bee
0.000	0.000	0.019	99.961	0.019	0.000	0.000	0.000	0.000	0.000	0.019	pg9325_def.cx9a2_bee
0.000	0.000	0.033	99.956	0.011	0.000	0.000	0.000	0.000	0.000	0.026	pg9426_def.cx9a2_bee
0.000	0.000	99.967	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg9525_def.cx9a2_bee
0.000	0.000	99.972	0.025	0.003	0.000	0.000	0.000	0.000	0.000	0.017	pg9624_def.cx9a2_bee
0.000	0.000	99.986	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1023_def.cx9a2_bee
0.000	0.000	99.983	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg1119_def.cx9a2_bee
0.000	0.000	99.981	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1122_def.cx9a2_bee
0.000	0.000	99.986	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1217_def.cx9a2_bee
0.000	0.000	99.981	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.008	pg1310_def.cx9a2_bee
0.000	0.000	99.975	0.022	0.003	0.000	0.000	0.000	0.000	0.000	0.021	pg1313_def.cx9a2_bee
0.000	0.000	99.942	0.047	0.011	0.000	0.000	0.000	0.000	0.000	0.023	pg1410_def.cx9a2_bee
0.000	0.000	99.994	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.006	pg155_def.cx9a2_bee
0.000	0.000	99.981	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg161_def.cx9a2_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
7.306	73.297	6.742	12.294	0.361	0.000	0.000	0.000	0.000	0.000	0.025	pg9023_def.cx9a2_bee
7.086	73.836	9.889	9.172	0.017	0.000	0.000	0.000	0.000	0.000	0.025	pg9124_def.cx9a2_bee
6.356	75.400	10.139	8.100	0.006	0.000	0.000	0.000	0.000	0.000	0.017	pg9224_def.cx9a2_bee
8.306	74.469	6.908	10.314	0.003	0.000	0.000	0.000	0.000	0.000	0.033	pg9325_def.cx9a2_bee
10.097	73.369	6.761	9.769	0.003	0.000	0.000	0.000	0.000	0.000	0.030	pg9426_def.cx9a2_bee
14.800	68.711	7.375	9.114	0.000	0.000	0.000	0.000	0.000	0.000	0.009	pg9525_def.cx9a2_bee
13.997	71.086	7.142	7.775	0.000	0.000	0.000	0.000	0.000	0.000	0.015	pg9624_def.cx9a2_bee
14.225	69.889	6.753	9.133	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1023_def.cx9a2_bee
14.708	70.719	6.514	8.058	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg1119_def.cx9a2_bee
14.333	68.636	7.042	9.989	0.000	0.000	0.000	0.000	0.000	0.000	0.011	pg1122_def.cx9a2_bee
10.889	74.631	14.461	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.007	pg1217_def.cx9a2_bee
12.347	74.194	13.439	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg1310_def.cx9a2_bee
10.958	71.650	14.819	2.569	0.003	0.000	0.000	0.000	0.000	0.000	0.019	pg1313_def.cx9a2_bee
10.428	71.128	1.853	16.583	0.008	0.000	0.000	0.000	0.000	0.000	0.020	pg1410_def.cx9a2_bee
10.522	71.750	0.189	17.539	0.000	0.000	0.000	0.000	0.000	0.000	0.010	pg155_def.cx9a2_bee
9.808	74.661	14.033	1.497	0.000	0.000	0.000	0.000	0.000	0.000	0.005	pg161_def.cx9a2_bee