Introduction

This is a report for the insert benchmark with 40M docs and 8 clients. 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. All configurations are stored here.

The test server is a c3.8xlarge host with 20,000 EBS PIOPs, 60G RAM and 16 CPU cores (HT disabled). Clients and the DBMS share one server.

The tested DBMS are:


Contents


Summary

The numbers are inserts/s for l.i0 and l.i1, indexed docs (or rows) /s for l.x and queries/s for q*.2. The values are the average rate over the entire test for inserts (IPS) and queries (QPS). The range of values for IPS and QPS is split into 3 parts: bottom 25%, middle 50%, top 25%. Values in the bottom 25% have a red background, values in the top 25% have a green background and values in the middle have no color. A gray background is used for values that can be ignored because the DBMS did not sustain the target insert rate. Red backgrounds are not used when the minimum value is within 80% of the max value.

dbmsl.i0l.xl.i1q100.2q200.2q400.2q600.2q800.2q1000.2
pg120.c8b40 363636668333170940339733399634033338593368233417
pg123.c8b40 373832668333171674339893400333970337563365633394
pg123.c8b40part8 366972679661193237143291374613906135321353313209
my5731.c14b40 325203288489136986283622822728037278852774627274
my8018.c14b40 273973301504119760262682627926128258642572025264
my8020.c14b40 268456348696111732261572612825941257202554225111
my8021.c14b40 256410351754109589261492604825877256822557825074
my8021.c14b40part8 248447361261117302194051853818282172851631415380
rx56.c7b40 254777471765110193186791850918249179951770217459

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

dbmsq100.2q200.2q400.2q600.2q800.2q1000.2
pg120.c8b4079015803160473963167899
pg123.c8b4079015793160473963167899
pg123.c8b40part879015803160473763197895
my5731.c14b4079015803160473963197899
my8018.c14b4079015803160473963197899
my8020.c14b4079015803160473963197899
my8021.c14b4078915803160473963197899
my8021.c14b40part879015803160473963197899
rx56.c7b4079015803160473963197899
target80016003200480064008000

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
pg120.c8b4099.2510.7200.0280.0020.067
pg123.c8b4099.2960.6890.0100.0060.116
pg123.c8b40part899.2690.6970.0300.0040.068
my5731.c14b4099.1670.7050.0930.0190.0150.303
my8018.c14b4097.6022.2150.1460.0250.0120.291
my8020.c14b4097.7182.0730.1770.0210.0120.319
my8021.c14b4097.5852.2240.1590.0160.0170.317
my8021.c14b40part897.2732.5280.1580.0280.0130.348
rx56.c7b4098.8881.085nonzero0.0200.0060.321

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
363636	0	0	0	166883	0.000	0.000	0.459	29878	62.5	0.082	28	3.8	10.4	0.0	0.067	62862	13591	pg120.c8b40
373832	0	0	0	168722	0.000	0.000	0.451	29768	62.3	0.080	27	3.8	10.4	0.0	0.116	61631	17591	pg123.c8b40
366972	0	0	0	169059	0.000	0.000	0.461	29438	63.9	0.080	28	3.8	10.4	0.0	0.068	63428	18579	pg123.c8b40part8
325203	0	0	0	91282	0.000	0.000	0.281	30743	62.9	0.095	31	2.7	36.2	6.1	0.303	52241	36179	my5731.c14b40
273973	0	0	0	82198	0.000	0.000	0.300	73473	64.8	0.268	38	2.7	36.2	6.3	0.291	42277	30085	my8018.c14b40
268456	0	0	0	79831	0.000	0.000	0.297	40362	65.6	0.150	39	2.7	36.3	6.3	0.319	40772	27976	my8020.c14b40
256410	0	0	0	75510	0.000	0.000	0.294	38734	64.2	0.151	40	2.7	36.3	6.3	0.317	39769	18279	my8021.c14b40
248447	0	0	0	73510	0.000	0.000	0.296	38098	64.7	0.153	42	2.8	36.4	6.3	0.348	37957	19178	my8021.c14b40part8
254777	0	0	0	72025	0.000	0.000	0.283	26253	61.5	0.103	39	2.0	4.1	0.8	0.321	38776	13385	rx56.c7b40

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
668333	0	0	0	140534	0.000	0.000	0.210	1850	28.3	0.003	7	7.4	15.7	0.0	0.003	NA	NA	pg120.c8b40
668333	0	0	0	139015	0.000	0.000	0.208	1882	28.8	0.003	7	7.4	15.7	0.0	0.003	NA	NA	pg123.c8b40
679661	0	0	0	146241	0.000	0.000	0.215	1829	29.3	0.003	7	7.4	15.7	0.0	0.099	NA	NA	pg123.c8b40part8
288489	0	0	3	179685	0.000	0.000	0.623	19654	13.0	0.068	7	5.9	39.5	11.0	0.042	NA	NA	my5731.c14b40
301504	0	0	33	186077	0.000	0.000	0.617	28390	14.4	0.094	8	5.9	39.5	11.1	0.004	NA	NA	my8018.c14b40
348696	0	17	270	198523	0.000	0.001	0.569	16293	17.3	0.047	8	5.9	39.5	9.0	0.007	NA	NA	my8020.c14b40
351754	0	15	244	210344	0.000	0.001	0.598	19540	18.2	0.056	8	5.9	39.5	8.9	0.005	NA	NA	my8021.c14b40
361261	0	36	580	180987	0.000	0.002	0.501	20661	17.9	0.057	8	6.0	39.6	8.6	0.007	NA	NA	my8021.c14b40part8
471765	0	2	109	103319	0.000	0.000	0.219	1764	39.0	0.004	13	4.6	6.7	3.2	0.005	NA	NA	rx56.c7b40

l.i1

l.i1: continue load after secondary indexes created. Graphs for performance per 1-second interval are here.

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4097.2232.0350.7180.0240.223
pg123.c8b4097.3581.9140.7060.0210.155
pg123.c8b40part80.10099.1740.5870.1080.0310.175
my5731.c14b4097.6341.4070.8940.0600.0040.311
my8018.c14b4095.4033.5520.9660.0780.0010.295
my8020.c14b4095.5583.7660.5310.1070.0390.644
my8021.c14b4095.1904.1440.5170.1130.0360.521
my8021.c14b40part896.6922.8490.3790.0660.0150.575
rx56.c7b4087.78412.1910.0110.0050.0100.321

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
170940	0	0	0	236471	0.000	0.000	1.383	35597	62.0	0.208	58	15.1	42.9	0.0	0.223	27420	1349	pg120.c8b40
171674	0	0	0	236505	0.000	0.000	1.378	35757	61.8	0.208	58	15.1	42.9	0.0	0.155	27220	1348	pg123.c8b40
193237	0	0	0	239821	0.000	0.000	1.241	39292	63.8	0.203	53	16.6	42.1	0.0	0.175	27669	2098	pg123.c8b40part8
136986	0	0	0	145368	0.000	0.000	1.061	33005	54.8	0.241	64	15.9	49.5	19.9	0.311	18928	2797	my5731.c14b40
119760	0	0	0	138254	0.000	0.000	1.154	82734	60.2	0.691	80	15.9	49.5	20.1	0.295	15888	999	my8018.c14b40
111732	0	495	7922	139844	0.004	0.071	1.252	52545	57.1	0.470	82	15.9	49.5	20.1	0.644	16332	150	my8020.c14b40
109589	0	482	7707	138746	0.004	0.070	1.266	51633	56.8	0.471	83	15.9	49.5	20.0	0.521	15932	200	my8021.c14b40
117302	0	227	3627	116619	0.002	0.031	0.994	43703	59.6	0.373	81	14.8	48.3	17.5	0.575	16431	250	my8021.c14b40part8
110193	0	470	7520	96886	0.004	0.068	0.879	33951	46.7	0.308	68	10.5	13.6	3.6	0.321	14084	9389	rx56.c7b40

q100.2

q100.2: range queries with 100 insert/s per client, 2nd loop. 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
pg120.c8b4099.1200.8670.0130.001nonzero0.033
pg123.c8b4099.1340.8540.0120.001nonzero0.027
pg123.c8b40part899.9620.0370.001nonzero0.024
my5731.c14b4060.74939.2470.004nonzerononzero0.034
my8018.c14b404.70295.2920.006nonzerononzero0.035
my8020.c14b402.94697.0470.006nonzerononzerononzero0.070
my8021.c14b402.88697.1070.006nonzerononzero0.036
my8021.c14b40part899.9930.007nonzerononzero0.018
rx56.c7b4099.9890.011nonzerononzero0.016

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
pg120.c8b4091.1940.2998.3920.1150.081
pg123.c8b4091.1010.3448.4170.1390.083
pg123.c8b40part892.7152.1775.0970.0100.066
my5731.c14b4099.2570.1110.6280.0030.093
my8018.c14b4094.8514.5240.6250.040
my8020.c14b4091.0008.3750.6150.0100.078
my8021.c14b4094.2125.1700.6150.0030.074
my8021.c14b40part891.8727.8780.2500.027
rx56.c7b4099.1740.8260.013

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
790	33973	0	0	5154	0.000	0.000	6.525	131704	39.1	3.877	184	15.8	47.1	0.0	0.033	4299	4219	pg120.c8b40
790	33989	0	0	5163	0.000	0.000	6.536	131766	39.1	3.877	184	15.8	47.1	0.0	0.027	4299	4187	pg123.c8b40
790	14329	0	0	4217	0.000	0.000	5.338	56552	43.9	3.947	490	17.2	46.3	0.0	0.024	1774	1742	pg123.c8b40part8
790	28362	0	0	1719	0.000	0.000	2.176	110333	45.8	3.890	258	17.6	51.2	20.9	0.034	3597	3548	my5731.c14b40
790	26268	0	0	1879	0.000	0.000	2.379	103059	46.2	3.923	281	17.6	51.2	21.1	0.035	3324	3260	my8018.c14b40
790	26157	0	0	1972	0.000	0.000	2.496	102593	45.9	3.922	281	17.6	51.2	21.1	0.070	3310	3260	my8020.c14b40
789	26149	0	0	2022	0.000	0.000	2.561	102660	45.6	3.926	279	17.6	51.2	21.1	0.036	3292	3244	my8021.c14b40
790	19405	0	0	482	0.000	0.000	0.610	76154	46.7	3.924	385	15.4	48.9	19.2	0.018	2461	2445	my8021.c14b40part8
790	18679	0	0	276	0.000	0.000	0.349	76692	47.0	4.106	403	9.6	13.2	12.4	0.016	2349	2285	rx56.c7b40

q200.2

q200.2: range queries with 200 insert/s per client, 2nd loop. 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
pg120.c8b4098.9731.0100.0150.001nonzero0.031
pg123.c8b4098.9910.9910.0160.002nonzero0.033
pg123.c8b40part899.9460.0530.001nonzero0.020
my5731.c14b4059.77340.2200.006nonzerononzerononzero0.079
my8018.c14b405.60394.3890.008nonzerononzerononzero0.068
my8020.c14b403.29596.6960.008nonzerononzero0.041
my8021.c14b402.35397.6380.009nonzerononzero0.029
my8021.c14b40part899.9890.0100.001nonzero0.021
rx56.c7b40nonzero99.9780.0210.001nonzero0.025

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
pg120.c8b4086.4292.98810.5730.0100.073
pg123.c8b4086.2223.11510.6530.0100.079
pg123.c8b40part897.5541.7480.6930.0050.095
my5731.c14b4099.0560.7240.2170.0030.092
my8018.c14b4087.25512.5120.2290.0030.070
my8020.c14b4088.39911.3400.2590.0020.074
my8021.c14b4085.39914.2970.3040.033
my8021.c14b40part887.43612.3140.2500.031
rx56.c7b4094.5525.4440.0030.022

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1580	33996	0	0	6656	0.000	0.000	4.213	131364	39.5	3.864	186	18.7	50.1	0.0	0.031	4315	4219	pg120.c8b40
1579	34003	0	0	6666	0.000	0.000	4.222	131455	39.6	3.866	186	18.7	50.0	0.0	0.033	4299	4171	pg123.c8b40
1580	13746	0	0	2507	0.000	0.000	1.587	54277	43.4	3.949	505	18.4	47.5	0.0	0.020	1742	1710	pg123.c8b40part8
1580	28227	0	0	2721	0.000	0.000	1.722	109787	46.1	3.889	261	19.0	52.5	22.1	0.079	3582	3532	my5731.c14b40
1580	26279	0	0	2831	0.000	0.000	1.792	103054	46.0	3.921	280	18.9	52.5	22.1	0.068	3324	3278	my8018.c14b40
1580	26128	0	0	3165	0.000	0.000	2.004	102492	46.2	3.923	283	18.9	52.5	21.8	0.041	3292	3244	my8020.c14b40
1580	26048	0	0	3278	0.000	0.000	2.075	102174	46.2	3.922	284	18.9	52.5	22.0	0.029	3308	3260	my8021.c14b40
1580	18538	0	0	1380	0.000	0.000	0.873	72886	46.9	3.932	405	16.6	50.2	19.8	0.021	2349	2317	my8021.c14b40part8
1580	18509	0	0	1781	0.000	0.000	1.128	76125	47.3	4.113	409	10.3	10.6	15.3	0.025	2349	2190	rx56.c7b40

q400.2

q400.2: range queries with 400 insert/s per client, 2nd loop. 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
pg120.c8b4098.7311.2450.0200.004nonzero0.041
pg123.c8b4098.6541.3210.0200.004nonzero0.048
pg123.c8b40part899.8960.0980.006nonzero0.026
my5731.c14b4058.03841.9520.0090.002nonzero0.025
my8018.c14b405.35694.6260.0150.003nonzero0.026
my8020.c14b402.45697.5250.0150.004nonzero0.024
my8021.c14b401.86798.1160.0140.004nonzero0.021
my8021.c14b40part899.9780.0150.007nonzerononzero0.082
rx56.c7b4099.9250.0650.010nonzerononzero0.074

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
pg120.c8b4082.45611.6945.8490.0010.068
pg123.c8b4082.53211.7485.7170.0030.069
pg123.c8b40part896.0942.8001.1040.0020.066
my5731.c14b4098.4611.4270.1110.0010.117
my8018.c14b4087.61212.1790.2090.033
my8020.c14b4084.43515.2690.2950.0010.068
my8021.c14b4087.84711.8990.2530.039
my8021.c14b40part886.01113.6480.3390.0020.085
rx56.c7b4092.2307.7320.0380.027

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3160	34033	0	0	8151	0.000	0.000	2.580	131056	40.3	3.851	189	23.4	54.8	0.0	0.041	4299	4139	pg120.c8b40
3160	33970	0	0	8157	0.000	0.000	2.582	130886	40.5	3.853	191	23.4	54.7	0.0	0.048	4315	4187	pg123.c8b40
3160	13906	0	0	2850	0.000	0.000	0.902	55112	44.4	3.963	511	20.8	50.0	0.0	0.026	1806	1758	pg123.c8b40part8
3160	28037	0	0	5498	0.000	0.000	1.740	109057	47.2	3.890	269	19.9	53.4	22.8	0.025	3548	3500	my5731.c14b40
3160	26128	0	0	5760	0.000	0.000	1.823	102685	46.6	3.930	285	19.9	53.4	23.0	0.026	3308	3244	my8018.c14b40
3160	25941	0	0	6396	0.000	0.000	2.024	101927	46.9	3.929	289	19.9	53.4	22.2	0.024	3276	3212	my8020.c14b40
3160	25877	0	0	6384	0.000	0.000	2.020	101740	47.0	3.932	291	19.9	53.4	22.5	0.021	3277	3228	my8021.c14b40
3160	18282	0	0	2974	0.000	0.000	0.941	72217	47.5	3.950	416	18.7	52.3	21.4	0.082	2318	2285	my8021.c14b40part8
3160	18249	0	0	5522	0.000	0.000	1.748	74995	48.1	4.109	422	11.6	13.4	22.4	0.074	2317	2110	rx56.c7b40

q600.2

q600.2: range queries with 600 insert/s per client, 2nd loop. 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
pg120.c8b4098.3451.6190.0300.005nonzero0.029
pg123.c8b4098.3121.6520.0300.005nonzero0.030
pg123.c8b40part899.8230.1700.007nonzero0.027
my5731.c14b4056.27143.7110.0160.002nonzero0.028
my8018.c14b404.25695.7030.0340.007nonzero0.035
my8020.c14b402.13297.8310.0320.006nonzero0.031
my8021.c14b402.00597.9590.0300.006nonzero0.027
my8021.c14b40part899.9530.0360.011nonzero0.038
rx56.c7b40nonzero99.8580.1290.013nonzero0.038

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4081.20513.6965.0970.0020.076
pg123.c8b4081.09913.7975.1020.0020.079
pg123.c8b40part897.7841.6900.5260.060
my5731.c14b4097.0772.7680.1550.0010.065
my8018.c14b4075.54323.9180.5360.0030.133
my8020.c14b4078.64920.9220.4280.0010.099
my8021.c14b4078.45521.0650.4800.059
my8021.c14b40part876.53922.9370.5240.050
rx56.c7b4080.94418.9610.0950.033

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
4739	33859	0	0	10648	0.000	0.000	2.247	129833	41.4	3.835	196	25.3	56.7	0.0	0.029	4283	4123	pg120.c8b40
4739	33756	0	0	10645	0.000	0.000	2.246	129461	41.6	3.835	197	25.3	56.7	0.0	0.030	4283	4094	pg123.c8b40
4737	13532	0	0	4164	0.000	0.000	0.879	53857	45.4	3.980	537	24.4	53.6	0.0	0.027	1679	1647	pg123.c8b40part8
4739	27885	0	0	12640	0.000	0.000	2.667	108673	47.3	3.897	271	21.2	54.7	24.0	0.028	3516	3419	my5731.c14b40
4739	25864	0	0	13436	0.000	0.000	2.835	101934	47.5	3.941	294	21.1	54.7	24.2	0.035	3263	3196	my8018.c14b40
4739	25720	0	0	13097	0.000	0.000	2.763	101479	47.9	3.945	298	21.1	54.7	23.4	0.031	3260	3196	my8020.c14b40
4739	25682	0	0	13177	0.000	0.000	2.780	101324	47.9	3.945	298	21.1	54.7	23.4	0.027	3230	3164	my8021.c14b40
4739	17285	0	0	5421	0.000	0.000	1.144	68472	48.5	3.961	449	22.1	55.7	24.0	0.038	2206	2158	my8021.c14b40part8
4739	17995	0	0	7166	0.000	0.000	1.512	74121	48.9	4.119	435	13.6	17.6	32.7	0.038	2271	2046	rx56.c7b40

q800.2

q800.2: range queries with 800 insert/s per client, 2nd loop. 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
pg120.c8b4098.2551.6950.0430.007nonzero0.035
pg123.c8b4098.2211.7300.0420.006nonzero0.040
pg123.c8b40part899.7480.2360.016nonzero0.026
my5731.c14b4056.05643.9020.0370.005nonzero0.045
my8018.c14b403.83196.0950.0660.008nonzerononzero0.167
my8020.c14b401.51098.4190.0630.008nonzero0.035
my8021.c14b401.79098.1400.0620.008nonzero0.035
my8021.c14b40part899.9110.0740.014nonzero0.039
rx56.c7b4099.7310.2510.018nonzerononzero0.084

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
pg120.c8b4081.19913.9404.8550.0060.088
pg123.c8b4081.20413.8954.8900.0110.082
pg123.c8b40part896.6032.9520.444nonzero0.075
my5731.c14b4090.2469.3650.3890.057
my8018.c14b4070.50828.9770.515nonzero0.227
my8020.c14b4071.61527.8980.4850.0020.100
my8021.c14b4071.08728.4190.4940.056
my8021.c14b40part868.29031.1340.5760.048
rx56.c7b4045.94853.5530.4970.0010.071

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
6316	33682	0	0	13125	0.000	0.000	2.078	128377	42.6	3.811	202	27.8	59.2	0.0	0.035	4267	4059	pg120.c8b40
6316	33656	0	0	13103	0.000	0.000	2.075	128278	42.7	3.811	203	27.9	59.2	0.0	0.040	4267	4091	pg123.c8b40
6319	13533	0	0	5496	0.000	0.000	0.870	53781	45.2	3.974	534	29.3	58.4	0.0	0.026	1710	1662	pg123.c8b40part8
6319	27746	0	0	15753	0.000	0.000	2.493	107791	48.5	3.885	280	23.1	56.7	25.6	0.045	3516	3404	my5731.c14b40
6319	25720	0	0	16356	0.000	0.000	2.588	101389	48.6	3.942	302	23.1	56.7	25.9	0.167	3244	3164	my8018.c14b40
6319	25542	0	0	16243	0.000	0.000	2.570	100801	49.0	3.947	307	23.1	56.7	25.1	0.035	3228	3148	my8020.c14b40
6319	25578	0	0	15972	0.000	0.000	2.528	100855	48.4	3.943	303	23.1	56.7	25.1	0.035	3229	3164	my8021.c14b40
6319	16314	0	0	7042	0.000	0.000	1.114	64785	49.6	3.971	486	26.5	60.1	27.9	0.039	2078	2030	my8021.c14b40part8
6319	17702	59	237	9451	0.003	0.013	1.496	73145	49.9	4.132	451	16.2	19.2	41.7	0.084	2238	2030	rx56.c7b40

q1000.2

q1000.2: range queries with 1000 insert/s per client, 2nd loop. 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
pg120.c8b4097.6672.2700.0550.007nonzero0.035
pg123.c8b4097.7322.2040.0560.007nonzero0.046
pg123.c8b40part899.6540.3250.0210.0010.030
my5731.c14b4052.01447.9100.0670.0080.001nonzero0.072
my8018.c14b402.36297.5270.0990.0120.001nonzero0.072
my8020.c14b401.23698.6540.0970.0120.001nonzero0.088
my8021.c14b401.28098.6080.0980.0120.001nonzero0.078
my8021.c14b40part899.8590.1230.017nonzero0.048
rx56.c7b40nonzero99.6120.3680.020nonzero0.062

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
pg120.c8b4083.08212.2324.6720.0150.116
pg123.c8b4081.85913.3514.7700.0200.118
pg123.c8b40part894.9614.4470.5920.047
my5731.c14b4086.27012.7660.9600.0030.101
my8018.c14b4066.86932.1300.9980.0020.129
my8020.c14b4064.50334.4691.0240.0030.095
my8021.c14b4062.89436.1080.9970.0010.087
my8021.c14b40part864.89534.5560.5490.054
rx56.c7b4046.07053.4280.4980.0040.073

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
7899	33417	0	0	18145	0.000	0.000	2.297	126655	43.8	3.790	210	33.4	64.8	0.0	0.035	4235	3980	pg120.c8b40
7899	33394	0	0	18126	0.000	0.000	2.295	126415	43.9	3.786	210	33.4	64.8	0.0	0.046	4236	3997	pg123.c8b40
7895	13209	0	0	7041	0.000	0.000	0.892	52465	46.5	3.972	563	35.3	64.5	0.0	0.030	1678	1615	pg123.c8b40part8
7899	27274	0	0	34405	0.000	0.000	4.356	106423	49.1	3.902	288	36.0	69.5	36.9	0.072	3452	3356	my5731.c14b40
7899	25264	0	0	33035	0.000	0.000	4.182	100310	49.8	3.971	315	35.8	69.4	37.1	0.072	3196	3087	my8018.c14b40
7899	25111	0	0	33133	0.000	0.000	4.195	100011	50.0	3.983	319	35.8	69.4	36.1	0.088	3164	3054	my8020.c14b40
7899	25074	0	0	32774	0.000	0.000	4.149	99767	49.8	3.979	318	35.8	69.4	36.1	0.078	3164	3069	my8021.c14b40
7899	15380	0	0	7950	0.000	0.000	1.006	61238	50.3	3.982	523	31.9	65.5	32.5	0.048	1951	1902	my8021.c14b40part8
7899	17459	95	561	11536	0.005	0.032	1.460	72442	50.7	4.149	465	19.6	22.2	41.7	0.062	2205	1982	rx56.c7b40

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
373832	0	0	0	168722	0.000	0.000	0.451	29768	62.3	0.080	27	3.8	10.4	0.0	0.116	61631	17591	pg123.c8b40
256410	0	0	0	75510	0.000	0.000	0.294	38734	64.2	0.151	40	2.7	36.3	6.3	0.317	39769	18279	my8021.c14b40
254777	0	0	0	72025	0.000	0.000	0.283	26253	61.5	0.103	39	2.0	4.1	0.8	0.321	38776	13385	rx56.c7b40
-
363636	0	0	0	166883	0.000	0.000	0.459	29878	62.5	0.082	28	3.8	10.4	0.0	0.067	62862	13591	pg120.c8b40
373832	0	0	0	168722	0.000	0.000	0.451	29768	62.3	0.080	27	3.8	10.4	0.0	0.116	61631	17591	pg123.c8b40
-
325203	0	0	0	91282	0.000	0.000	0.281	30743	62.9	0.095	31	2.7	36.2	6.1	0.303	52241	36179	my5731.c14b40
273973	0	0	0	82198	0.000	0.000	0.300	73473	64.8	0.268	38	2.7	36.2	6.3	0.291	42277	30085	my8018.c14b40
268456	0	0	0	79831	0.000	0.000	0.297	40362	65.6	0.150	39	2.7	36.3	6.3	0.319	40772	27976	my8020.c14b40
256410	0	0	0	75510	0.000	0.000	0.294	38734	64.2	0.151	40	2.7	36.3	6.3	0.317	39769	18279	my8021.c14b40
-
320000	0	0	0	88568	0.000	0.000	0.277	30840	61.4	0.096	31	2.8	36.3	8.6	0.322	51443	25969	my5731.c15b40
275862	0	0	0	81471	0.000	0.000	0.295	72948	65.6	0.264	38	2.7	36.3	8.8	0.385	42352	3696	my8018.c15b40
264901	0	0	0	77543	0.000	0.000	0.293	40558	65.3	0.153	39	2.7	36.3	8.8	0.359	40882	27269	my8020.c15b40
259740	0	0	0	77134	0.000	0.000	0.297	40353	66.0	0.155	41	2.7	36.3	8.8	0.298	39680	19478	my8021.c15b40
-
254777	0	0	0	72025	0.000	0.000	0.283	26253	61.5	0.103	39	2.0	4.1	0.8	0.321	38776	13385	rx56.c7b40
-
366972	0	0	0	169059	0.000	0.000	0.461	29438	63.9	0.080	28	3.8	10.4	0.0	0.068	63428	18579	pg123.c8b40part8
-
314961	0	0	0	88685	0.000	0.000	0.282	30074	61.3	0.095	31	2.8	36.3	6.1	0.313	51155	34460	my5731.c14b40part8
266667	0	0	0	79995	0.000	0.000	0.300	69989	63.9	0.262	38	2.8	36.3	6.3	0.354	40954	21076	my8018.c14b40part8
254777	0	0	0	76360	0.000	0.000	0.300	39093	64.2	0.153	40	2.8	36.4	6.3	0.332	39555	10288	my8020.c14b40part8
248447	0	0	0	73510	0.000	0.000	0.296	38098	64.7	0.153	42	2.8	36.4	6.3	0.348	37957	19178	my8021.c14b40part8
-
312500	0	0	0	87613	0.000	0.000	0.280	30849	61.7	0.099	32	2.8	36.3	8.6	0.331	50644	35476	my5731.c15b40part8
259740	0	0	0	77786	0.000	0.000	0.299	70860	66.4	0.273	41	2.8	36.3	8.8	0.288	40055	24869	my8018.c15b40part8
254777	0	0	0	74400	0.000	0.000	0.292	39461	65.1	0.155	41	2.8	36.3	8.8	0.376	39474	8690	my8020.c15b40part8
242424	0	0	0	72331	0.000	0.000	0.298	38909	65.3	0.161	43	2.8	36.3	8.8	0.305	37259	5796	my8021.c15b40part8
-
363636	0	0	0	161397	0.000	0.000	0.444	28877	60.8	0.079	27	3.8	10.4	0.0	0.067	61638	26369	pg123.c8b40vac0
366972	0	0	0	167406	0.000	0.000	0.456	30000	62.9	0.082	27	3.8	10.4	0.0	0.094	62626	17479	pg123.c8b40vac1

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
668333	0	0	0	139015	0.000	0.000	0.208	1882	28.8	0.003	7	7.4	15.7	0.0	0.003	NA	NA	pg123.c8b40
351754	0	15	244	210344	0.000	0.001	0.598	19540	18.2	0.056	8	5.9	39.5	8.9	0.005	NA	NA	my8021.c14b40
471765	0	2	109	103319	0.000	0.000	0.219	1764	39.0	0.004	13	4.6	6.7	3.2	0.005	NA	NA	rx56.c7b40
-
668333	0	0	0	140534	0.000	0.000	0.210	1850	28.3	0.003	7	7.4	15.7	0.0	0.003	NA	NA	pg120.c8b40
668333	0	0	0	139015	0.000	0.000	0.208	1882	28.8	0.003	7	7.4	15.7	0.0	0.003	NA	NA	pg123.c8b40
-
288489	0	0	3	179685	0.000	0.000	0.623	19654	13.0	0.068	7	5.9	39.5	11.0	0.042	NA	NA	my5731.c14b40
301504	0	0	33	186077	0.000	0.000	0.617	28390	14.4	0.094	8	5.9	39.5	11.1	0.004	NA	NA	my8018.c14b40
348696	0	17	270	198523	0.000	0.001	0.569	16293	17.3	0.047	8	5.9	39.5	9.0	0.007	NA	NA	my8020.c14b40
351754	0	15	244	210344	0.000	0.001	0.598	19540	18.2	0.056	8	5.9	39.5	8.9	0.005	NA	NA	my8021.c14b40
-
244512	0	0	1	154026	0.000	0.000	0.630	26070	16.3	0.107	11	6.1	39.6	13.5	0.047	NA	NA	my5731.c15b40
219126	0	0	1	135569	0.000	0.000	0.619	33576	14.7	0.153	11	6.0	39.6	14.1	0.017	NA	NA	my8018.c15b40
237278	0	8	66	140776	0.000	0.000	0.593	27402	19.2	0.115	13	6.0	39.6	12.1	0.020	NA	NA	my8020.c15b40
234503	0	9	77	137081	0.000	0.000	0.585	27070	18.1	0.115	12	6.0	39.6	12.1	0.041	NA	NA	my8021.c15b40
-
471765	0	2	109	103319	0.000	0.000	0.219	1764	39.0	0.004	13	4.6	6.7	3.2	0.005	NA	NA	rx56.c7b40
-
679661	0	0	0	146241	0.000	0.000	0.215	1829	29.3	0.003	7	7.4	15.7	0.0	0.099	NA	NA	pg123.c8b40part8
-
313281	0	0	2	174616	0.000	0.000	0.557	20137	13.7	0.064	7	6.0	39.6	11.0	0.003	NA	NA	my5731.c14b40part8
328688	0	0	0	175932	0.000	0.000	0.535	32171	15.7	0.098	8	6.0	39.6	11.2	0.006	NA	NA	my8018.c14b40part8
367890	0	22	350	190406	0.000	0.001	0.518	17159	18.0	0.047	8	6.0	39.6	8.7	0.006	NA	NA	my8020.c14b40part8
361261	0	36	580	180987	0.000	0.002	0.501	20661	17.9	0.057	8	6.0	39.6	8.6	0.007	NA	NA	my8021.c14b40part8
-
180631	0	0	1	100788	0.000	0.000	0.558	23477	12.7	0.130	11	6.1	39.6	13.5	0.017	NA	NA	my5731.c15b40part8
234503	0	0	1	120728	0.000	0.000	0.515	44992	21.8	0.192	15	6.1	39.7	14.1	0.005	NA	NA	my8018.c15b40part8
237278	0	7	56	123088	0.000	0.000	0.519	28023	21.2	0.118	14	6.1	39.7	11.7	0.006	NA	NA	my8020.c15b40part8
225281	0	10	79	115663	0.000	0.000	0.513	28155	20.7	0.125	15	6.1	39.7	11.6	0.006	NA	NA	my8021.c15b40part8
-
657377	0	0	0	137993	0.000	0.000	0.210	1741	29.7	0.003	7	7.4	15.7	0.0	0.031	NA	NA	pg123.c8b40vac0
657377	0	0	0	139611	0.000	0.000	0.212	1833	29.6	0.003	7	7.4	15.7	0.0	0.004	NA	NA	pg123.c8b40vac1

l.i1

l.i1: continue load after secondary indexes created

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

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
171674	0	0	0	236505	0.000	0.000	1.378	35757	61.8	0.208	58	15.1	42.9	0.0	0.155	27220	1348	pg123.c8b40
109589	0	482	7707	138746	0.004	0.070	1.266	51633	56.8	0.471	83	15.9	49.5	20.0	0.521	15932	200	my8021.c14b40
110193	0	470	7520	96886	0.004	0.068	0.879	33951	46.7	0.308	68	10.5	13.6	3.6	0.321	14084	9389	rx56.c7b40
-
170940	0	0	0	236471	0.000	0.000	1.383	35597	62.0	0.208	58	15.1	42.9	0.0	0.223	27420	1349	pg120.c8b40
171674	0	0	0	236505	0.000	0.000	1.378	35757	61.8	0.208	58	15.1	42.9	0.0	0.155	27220	1348	pg123.c8b40
-
136986	0	0	0	145368	0.000	0.000	1.061	33005	54.8	0.241	64	15.9	49.5	19.9	0.311	18928	2797	my5731.c14b40
119760	0	0	0	138254	0.000	0.000	1.154	82734	60.2	0.691	80	15.9	49.5	20.1	0.295	15888	999	my8018.c14b40
111732	0	495	7922	139844	0.004	0.071	1.252	52545	57.1	0.470	82	15.9	49.5	20.1	0.644	16332	150	my8020.c14b40
109589	0	482	7707	138746	0.004	0.070	1.266	51633	56.8	0.471	83	15.9	49.5	20.0	0.521	15932	200	my8021.c14b40
-
136519	0	0	0	123403	0.000	0.000	0.904	34941	56.1	0.256	66	16.2	49.7	22.5	0.323	18927	2597	my5731.c15b40
119048	0	0	0	115813	0.000	0.000	0.973	84155	60.8	0.707	82	16.0	49.5	23.1	0.266	16524	2147	my8018.c15b40
105263	0	962	7693	111834	0.009	0.073	1.062	58989	54.8	0.560	83	16.0	49.5	23.1	1.071	16131	150	my8020.c15b40
98039	0	904	7231	104212	0.009	0.074	1.063	59265	53.1	0.605	87	16.0	49.5	23.0	2.162	15589	150	my8021.c15b40
-
110193	0	470	7520	96886	0.004	0.068	0.879	33951	46.7	0.308	68	10.5	13.6	3.6	0.321	14084	9389	rx56.c7b40
-
193237	0	0	0	239821	0.000	0.000	1.241	39292	63.8	0.203	53	16.6	42.1	0.0	0.175	27669	2098	pg123.c8b40part8
-
147059	0	0	0	131996	0.000	0.000	0.898	32927	57.2	0.224	62	14.8	48.3	18.8	0.329	19977	6093	my5731.c14b40part8
128617	0	0	0	114351	0.000	0.000	0.889	78566	62.3	0.611	78	14.8	48.3	19.0	0.299	17580	10388	my8018.c14b40part8
121951	0	237	3789	119466	0.002	0.031	0.980	44962	59.6	0.369	78	14.8	48.3	17.5	1.290	17031	250	my8020.c14b40part8
117302	0	227	3627	116619	0.002	0.031	0.994	43703	59.6	0.373	81	14.8	48.3	17.5	0.575	16431	250	my8021.c14b40part8
-
146520	0	0	0	118259	0.000	0.000	0.807	34277	57.9	0.234	63	15.2	48.7	21.5	0.317	20178	7840	my5731.c15b40part8
126183	0	0	0	99664	0.000	0.000	0.790	79075	62.0	0.627	79	15.1	48.6	22.1	0.338	17231	7392	my8018.c15b40part8
119760	0	500	3996	110401	0.004	0.033	0.922	49421	59.7	0.413	80	15.1	48.6	20.6	0.378	17031	300	my8020.c15b40part8
114942	0	479	3835	105465	0.004	0.033	0.918	48748	59.2	0.424	82	15.0	48.6	20.5	0.700	16331	250	my8021.c15b40part8
-
171674	0	0	0	237278	0.000	0.000	1.382	35603	62.0	0.207	58	15.1	42.9	0.0	0.142	27218	1299	pg123.c8b40vac0
170213	0	0	1	237230	0.000	0.000	1.394	35464	62.0	0.208	58	15.1	42.9	0.0	0.167	27284	1348	pg123.c8b40vac1

q100.2

q100.2: range queries with 100 insert/s per client, 2nd loop

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
790	33989	0	0	5163	0.000	0.000	6.536	131766	39.1	3.877	184	15.8	47.1	0.0	0.027	4299	4187	pg123.c8b40
789	26149	0	0	2022	0.000	0.000	2.561	102660	45.6	3.926	279	17.6	51.2	21.1	0.036	3292	3244	my8021.c14b40
790	18679	0	0	276	0.000	0.000	0.349	76692	47.0	4.106	403	9.6	13.2	12.4	0.016	2349	2285	rx56.c7b40
-
790	33973	0	0	5154	0.000	0.000	6.525	131704	39.1	3.877	184	15.8	47.1	0.0	0.033	4299	4219	pg120.c8b40
790	33989	0	0	5163	0.000	0.000	6.536	131766	39.1	3.877	184	15.8	47.1	0.0	0.027	4299	4187	pg123.c8b40
-
790	28362	0	0	1719	0.000	0.000	2.176	110333	45.8	3.890	258	17.6	51.2	20.9	0.034	3597	3548	my5731.c14b40
790	26268	0	0	1879	0.000	0.000	2.379	103059	46.2	3.923	281	17.6	51.2	21.1	0.035	3324	3260	my8018.c14b40
790	26157	0	0	1972	0.000	0.000	2.496	102593	45.9	3.922	281	17.6	51.2	21.1	0.070	3310	3260	my8020.c14b40
789	26149	0	0	2022	0.000	0.000	2.561	102660	45.6	3.926	279	17.6	51.2	21.1	0.036	3292	3244	my8021.c14b40
-
790	28316	0	0	1597	0.000	0.000	2.022	110215	45.7	3.892	258	17.7	51.2	23.6	0.030	3580	3532	my5731.c15b40
790	26192	0	0	1684	0.000	0.000	2.132	102787	46.0	3.924	281	17.5	51.1	23.9	0.037	3308	3276	my8018.c15b40
790	26064	0	0	1518	0.000	0.000	1.922	102244	46.3	3.923	284	17.5	51.1	23.8	0.029	3292	3246	my8020.c15b40
790	25926	0	0	1695	0.000	0.000	2.146	101758	45.9	3.925	283	17.5	51.1	23.8	0.024	3276	3244	my8021.c15b40
-
790	18679	0	0	276	0.000	0.000	0.349	76692	47.0	4.106	403	9.6	13.2	12.4	0.016	2349	2285	rx56.c7b40
-
790	14329	0	0	4217	0.000	0.000	5.338	56552	43.9	3.947	490	17.2	46.3	0.0	0.024	1774	1742	pg123.c8b40part8
-
790	21603	0	0	472	0.000	0.000	0.598	84115	46.3	3.894	343	15.3	48.9	18.8	0.022	2765	2701	my5731.c14b40part8
790	19579	0	0	496	0.000	0.000	0.628	76848	46.1	3.925	377	15.4	48.9	19.0	0.109	2478	2459	my8018.c14b40part8
790	19453	0	0	546	0.000	0.000	0.691	76363	46.2	3.926	380	15.3	48.9	19.0	0.029	2461	2429	my8020.c14b40part8
790	19405	0	0	482	0.000	0.000	0.610	76154	46.7	3.924	385	15.4	48.9	19.2	0.018	2461	2445	my8021.c14b40part8
-
790	21314	0	0	743	0.000	0.000	0.940	83074	46.3	3.898	348	15.8	49.3	21.5	0.020	2701	2637	my5731.c15b40part8
790	19412	0	0	776	0.000	0.000	0.982	76404	46.3	3.936	382	15.6	49.2	22.0	0.018	2447	2413	my8018.c15b40part8
790	19339	0	0	714	0.000	0.000	0.904	76005	46.3	3.930	383	15.6	49.2	22.0	0.025	2445	2413	my8020.c15b40part8
790	19195	0	0	732	0.000	0.000	0.926	75469	46.3	3.932	386	15.6	49.2	22.0	0.044	2429	2397	my8021.c15b40part8
-
789	31952	0	0	4950	0.000	0.000	6.271	124046	39.3	3.882	197	15.8	45.0	0.0	0.027	4027	3948	pg123.c8b40vac0
790	33656	0	0	5129	0.000	0.000	6.493	130485	38.1	3.877	181	15.8	47.1	0.0	0.035	4251	4155	pg123.c8b40vac1

q200.2

q200.2: range queries with 200 insert/s per client, 2nd loop

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1579	34003	0	0	6666	0.000	0.000	4.222	131455	39.6	3.866	186	18.7	50.0	0.0	0.033	4299	4171	pg123.c8b40
1580	26048	0	0	3278	0.000	0.000	2.075	102174	46.2	3.922	284	18.9	52.5	22.0	0.029	3308	3260	my8021.c14b40
1580	18509	0	0	1781	0.000	0.000	1.128	76125	47.3	4.113	409	10.3	10.6	15.3	0.025	2349	2190	rx56.c7b40
-
1580	33996	0	0	6656	0.000	0.000	4.213	131364	39.5	3.864	186	18.7	50.1	0.0	0.031	4315	4219	pg120.c8b40
1579	34003	0	0	6666	0.000	0.000	4.222	131455	39.6	3.866	186	18.7	50.0	0.0	0.033	4299	4171	pg123.c8b40
-
1580	28227	0	0	2721	0.000	0.000	1.722	109787	46.1	3.889	261	19.0	52.5	22.1	0.079	3582	3532	my5731.c14b40
1580	26279	0	0	2831	0.000	0.000	1.792	103054	46.0	3.921	280	18.9	52.5	22.1	0.068	3324	3278	my8018.c14b40
1580	26128	0	0	3165	0.000	0.000	2.004	102492	46.2	3.923	283	18.9	52.5	21.8	0.041	3292	3244	my8020.c14b40
1580	26048	0	0	3278	0.000	0.000	2.075	102174	46.2	3.922	284	18.9	52.5	22.0	0.029	3308	3260	my8021.c14b40
-
1580	28131	0	0	2600	0.000	0.000	1.646	109525	46.2	3.893	263	19.2	52.7	24.9	0.026	3564	3516	my5731.c15b40
1580	26067	0	0	2546	0.000	0.000	1.611	102356	46.5	3.927	285	18.9	52.5	25.1	0.060	3292	3244	my8018.c15b40
1580	25965	0	0	2567	0.000	0.000	1.625	101955	46.3	3.927	285	18.9	52.5	24.5	0.027	3276	3228	my8020.c15b40
1580	25838	0	0	2343	0.000	0.000	1.483	101371	46.3	3.923	287	18.9	52.5	24.5	0.027	3260	3212	my8021.c15b40
-
1580	18509	0	0	1781	0.000	0.000	1.128	76125	47.3	4.113	409	10.3	10.6	15.3	0.025	2349	2190	rx56.c7b40
-
1580	13746	0	0	2507	0.000	0.000	1.587	54277	43.4	3.949	505	18.4	47.5	0.0	0.020	1742	1710	pg123.c8b40part8
-
1580	20682	0	0	1389	0.000	0.000	0.879	80581	46.4	3.896	359	16.6	50.1	19.6	0.039	2653	2573	my5731.c14b40part8
1580	18677	0	0	1412	0.000	0.000	0.893	73503	47.1	3.936	403	16.6	50.2	19.8	0.065	2381	2335	my8018.c14b40part8
1580	18595	0	0	1367	0.000	0.000	0.865	73151	46.5	3.934	400	16.6	50.2	19.5	0.158	2365	2333	my8020.c14b40part8
1580	18538	0	0	1380	0.000	0.000	0.873	72886	46.9	3.932	405	16.6	50.2	19.8	0.021	2349	2317	my8021.c14b40part8
-
1580	20298	0	0	1410	0.000	0.000	0.892	79159	46.9	3.900	370	17.0	50.5	22.3	0.028	2542	2509	my5731.c15b40part8
1580	18489	0	0	1424	0.000	0.000	0.901	72936	46.8	3.945	405	16.8	50.4	22.7	0.027	2320	2285	my8018.c15b40part8
1580	18403	0	0	1448	0.000	0.000	0.916	72622	47.2	3.946	410	16.8	50.4	22.4	0.043	2333	2301	my8020.c15b40part8
1580	18293	0	0	1406	0.000	0.000	0.890	72139	46.8	3.944	409	16.8	50.3	22.7	0.034	2317	2285	my8021.c15b40part8
-
1580	31996	0	0	5763	0.000	0.000	3.648	123820	40.0	3.870	200	18.7	47.9	0.0	0.046	4059	3918	pg123.c8b40vac0
1579	33521	0	0	6556	0.000	0.000	4.153	129645	38.6	3.868	184	18.7	50.0	0.0	0.028	4251	4171	pg123.c8b40vac1

q400.2

q400.2: range queries with 400 insert/s per client, 2nd loop

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3160	33970	0	0	8157	0.000	0.000	2.582	130886	40.5	3.853	191	23.4	54.7	0.0	0.048	4315	4187	pg123.c8b40
3160	25877	0	0	6384	0.000	0.000	2.020	101740	47.0	3.932	291	19.9	53.4	22.5	0.021	3277	3228	my8021.c14b40
3160	18249	0	0	5522	0.000	0.000	1.748	74995	48.1	4.109	422	11.6	13.4	22.4	0.074	2317	2110	rx56.c7b40
-
3160	34033	0	0	8151	0.000	0.000	2.580	131056	40.3	3.851	189	23.4	54.8	0.0	0.041	4299	4139	pg120.c8b40
3160	33970	0	0	8157	0.000	0.000	2.582	130886	40.5	3.853	191	23.4	54.7	0.0	0.048	4315	4187	pg123.c8b40
-
3160	28037	0	0	5498	0.000	0.000	1.740	109057	47.2	3.890	269	19.9	53.4	22.8	0.025	3548	3500	my5731.c14b40
3160	26128	0	0	5760	0.000	0.000	1.823	102685	46.6	3.930	285	19.9	53.4	23.0	0.026	3308	3244	my8018.c14b40
3160	25941	0	0	6396	0.000	0.000	2.024	101927	46.9	3.929	289	19.9	53.4	22.2	0.024	3276	3212	my8020.c14b40
3160	25877	0	0	6384	0.000	0.000	2.020	101740	47.0	3.932	291	19.9	53.4	22.5	0.021	3277	3228	my8021.c14b40
-
3160	27882	0	0	5264	0.000	0.000	1.666	108667	46.8	3.897	269	20.4	54.0	25.8	0.039	3532	3468	my5731.c15b40
3160	25837	0	0	5384	0.000	0.000	1.704	101728	47.3	3.937	293	20.1	53.7	26.3	0.085	3276	3212	my8018.c15b40
3160	25740	0	0	5009	0.000	0.000	1.585	101361	47.6	3.938	296	20.1	53.7	25.4	0.029	3244	3196	my8020.c15b40
3160	25575	0	0	4813	0.000	0.000	1.523	100702	47.3	3.938	296	20.2	53.7	25.3	0.033	3244	3180	my8021.c15b40
-
3160	18249	0	0	5522	0.000	0.000	1.748	74995	48.1	4.109	422	11.6	13.4	22.4	0.074	2317	2110	rx56.c7b40
-
3160	13906	0	0	2850	0.000	0.000	0.902	55112	44.4	3.963	511	20.8	50.0	0.0	0.026	1806	1758	pg123.c8b40part8
-
3160	20343	0	0	3040	0.000	0.000	0.962	79315	47.4	3.899	373	18.7	52.2	21.3	0.042	2573	2509	my5731.c14b40part8
3160	18404	0	0	2932	0.000	0.000	0.928	72824	47.9	3.957	416	18.7	52.2	21.7	0.028	2334	2301	my8018.c14b40part8
3160	18303	0	0	2975	0.000	0.000	0.942	72311	47.4	3.951	414	18.7	52.2	21.2	0.042	2319	2285	my8020.c14b40part8
3160	18282	0	0	2974	0.000	0.000	0.941	72217	47.5	3.950	416	18.7	52.3	21.4	0.082	2318	2285	my8021.c14b40part8
-
3160	19955	0	0	2985	0.000	0.000	0.945	77925	47.5	3.905	381	19.1	52.6	24.0	0.035	2543	2461	my5731.c15b40part8
3160	18190	0	0	2936	0.000	0.000	0.929	72001	47.8	3.958	420	18.9	52.5	24.4	0.021	2285	2238	my8018.c15b40part8
3160	18129	0	0	3031	0.000	0.000	0.959	71786	47.7	3.960	421	18.9	52.5	23.8	0.167	2301	2253	my8020.c15b40part8
3158	17986	0	0	2934	0.000	0.000	0.929	71227	47.8	3.960	425	18.9	52.5	24.3	0.063	2270	2237	my8021.c15b40part8
-
3158	31992	0	0	8020	0.000	0.000	2.540	123519	40.6	3.861	203	23.4	52.6	0.0	0.045	4043	3899	pg123.c8b40vac0
3160	33448	0	0	7977	0.000	0.000	2.525	128954	39.5	3.855	189	23.4	54.7	0.0	0.036	4235	4107	pg123.c8b40vac1

q600.2

q600.2: range queries with 600 insert/s per client, 2nd loop

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
4739	33756	0	0	10645	0.000	0.000	2.246	129461	41.6	3.835	197	25.3	56.7	0.0	0.030	4283	4094	pg123.c8b40
4739	25682	0	0	13177	0.000	0.000	2.780	101324	47.9	3.945	298	21.1	54.7	23.4	0.027	3230	3164	my8021.c14b40
4739	17995	0	0	7166	0.000	0.000	1.512	74121	48.9	4.119	435	13.6	17.6	32.7	0.038	2271	2046	rx56.c7b40
-
4739	33859	0	0	10648	0.000	0.000	2.247	129833	41.4	3.835	196	25.3	56.7	0.0	0.029	4283	4123	pg120.c8b40
4739	33756	0	0	10645	0.000	0.000	2.246	129461	41.6	3.835	197	25.3	56.7	0.0	0.030	4283	4094	pg123.c8b40
-
4739	27885	0	0	12640	0.000	0.000	2.667	108673	47.3	3.897	271	21.2	54.7	24.0	0.028	3516	3419	my5731.c14b40
4739	25864	0	0	13436	0.000	0.000	2.835	101934	47.5	3.941	294	21.1	54.7	24.2	0.035	3263	3196	my8018.c14b40
4739	25720	0	0	13097	0.000	0.000	2.763	101479	47.9	3.945	298	21.1	54.7	23.4	0.031	3260	3196	my8020.c14b40
4739	25682	0	0	13177	0.000	0.000	2.780	101324	47.9	3.945	298	21.1	54.7	23.4	0.027	3230	3164	my8021.c14b40
-
4739	27719	0	0	10798	0.000	0.000	2.278	108354	47.4	3.909	274	22.0	55.6	27.3	0.025	3484	3420	my5731.c15b40
4739	25698	0	0	11274	0.000	0.000	2.379	101756	47.7	3.960	297	21.7	55.3	27.2	0.037	3244	3164	my8018.c15b40
4739	25577	0	0	11289	0.000	0.000	2.382	101521	48.0	3.969	300	21.7	55.3	26.9	0.030	3228	3164	my8020.c15b40
4739	25386	0	0	10834	0.000	0.000	2.286	100675	48.0	3.966	303	21.7	55.3	26.6	0.027	3212	3148	my8021.c15b40
-
4739	17995	0	0	7166	0.000	0.000	1.512	74121	48.9	4.119	435	13.6	17.6	32.7	0.038	2271	2046	rx56.c7b40
-
4737	13532	0	0	4164	0.000	0.000	0.879	53857	45.4	3.980	537	24.4	53.6	0.0	0.027	1679	1647	pg123.c8b40part8
-
4739	19234	0	0	5274	0.000	0.000	1.113	75080	48.4	3.903	403	22.2	55.7	24.3	0.033	2461	2365	my5731.c14b40part8
4739	17401	0	0	5468	0.000	0.000	1.154	69071	48.5	3.969	446	22.1	55.7	24.3	0.045	2222	2174	my8018.c14b40part8
4739	17312	0	0	5226	0.000	0.000	1.103	68611	48.6	3.963	449	22.1	55.7	23.8	0.046	2206	2158	my8020.c14b40part8
4739	17285	0	0	5421	0.000	0.000	1.144	68472	48.5	3.961	449	22.1	55.7	24.0	0.038	2206	2158	my8021.c14b40part8
-
4739	18855	0	0	5175	0.000	0.000	1.092	73821	48.1	3.915	408	22.5	56.1	27.0	0.044	2381	2317	my5731.c15b40part8
4739	17183	0	0	5436	0.000	0.000	1.147	68368	48.3	3.979	450	22.3	55.9	27.4	0.048	2160	2110	my8018.c15b40part8
4739	17126	0	0	5295	0.000	0.000	1.117	68070	48.4	3.975	452	22.3	55.9	26.8	0.041	2159	2110	my8020.c15b40part8
4739	16968	0	0	5270	0.000	0.000	1.112	67450	48.6	3.975	458	22.3	55.9	27.0	0.043	2142	2094	my8021.c15b40part8
-
4739	31836	0	0	10682	0.000	0.000	2.254	122315	41.8	3.842	210	25.3	54.5	3.7	0.040	4043	3868	pg123.c8b40vac0
4739	33084	0	0	10572	0.000	0.000	2.231	127074	39.8	3.841	192	25.3	56.7	0.0	0.032	4203	3995	pg123.c8b40vac1

q800.2

q800.2: range queries with 800 insert/s per client, 2nd loop

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
6316	33656	0	0	13103	0.000	0.000	2.075	128278	42.7	3.811	203	27.9	59.2	0.0	0.040	4267	4091	pg123.c8b40
6319	25578	0	0	15972	0.000	0.000	2.528	100855	48.4	3.943	303	23.1	56.7	25.1	0.035	3229	3164	my8021.c14b40
6319	17702	59	237	9451	0.003	0.013	1.496	73145	49.9	4.132	451	16.2	19.2	41.7	0.084	2238	2030	rx56.c7b40
-
6316	33682	0	0	13125	0.000	0.000	2.078	128377	42.6	3.811	202	27.8	59.2	0.0	0.035	4267	4059	pg120.c8b40
6316	33656	0	0	13103	0.000	0.000	2.075	128278	42.7	3.811	203	27.9	59.2	0.0	0.040	4267	4091	pg123.c8b40
-
6319	27746	0	0	15753	0.000	0.000	2.493	107791	48.5	3.885	280	23.1	56.7	25.6	0.045	3516	3404	my5731.c14b40
6319	25720	0	0	16356	0.000	0.000	2.588	101389	48.6	3.942	302	23.1	56.7	25.9	0.167	3244	3164	my8018.c14b40
6319	25542	0	0	16243	0.000	0.000	2.570	100801	49.0	3.947	307	23.1	56.7	25.1	0.035	3228	3148	my8020.c14b40
6319	25578	0	0	15972	0.000	0.000	2.528	100855	48.4	3.943	303	23.1	56.7	25.1	0.035	3229	3164	my8021.c14b40
-
6316	27432	0	0	16284	0.000	0.000	2.578	107422	48.4	3.916	282	25.8	59.3	30.7	0.036	3468	3388	my5731.c15b40
6319	25406	0	0	16291	0.000	0.000	2.578	100931	48.8	3.973	307	25.5	59.0	30.3	0.080	3212	3132	my8018.c15b40
6319	25325	0	0	16205	0.000	0.000	2.564	100951	48.9	3.986	309	25.5	59.0	30.0	0.048	3212	3117	my8020.c15b40
6319	25107	0	0	16237	0.000	0.000	2.569	100023	49.1	3.984	313	25.5	59.0	29.4	0.031	3180	3100	my8021.c15b40
-
6319	17702	59	237	9451	0.003	0.013	1.496	73145	49.9	4.132	451	16.2	19.2	41.7	0.084	2238	2030	rx56.c7b40
-
6319	13533	0	0	5496	0.000	0.000	0.870	53781	45.2	3.974	534	29.3	58.4	0.0	0.026	1710	1662	pg123.c8b40part8
-
6316	18215	0	0	6849	0.000	0.000	1.084	70962	48.7	3.896	428	26.5	60.0	28.2	0.074	2317	2237	my5731.c14b40part8
6319	16422	0	0	6985	0.000	0.000	1.105	65367	49.2	3.980	479	26.5	60.1	28.2	0.049	2094	2046	my8018.c14b40part8
6319	16364	0	0	7023	0.000	0.000	1.111	65015	49.2	3.973	481	26.5	60.1	27.4	0.062	2078	2030	my8020.c14b40part8
6319	16314	0	0	7042	0.000	0.000	1.114	64785	49.6	3.971	486	26.5	60.1	27.9	0.039	2078	2030	my8021.c14b40part8
-
6316	17763	0	0	6784	0.000	0.000	1.074	69363	48.7	3.905	439	27.0	60.5	30.9	0.032	2269	2189	my5731.c15b40part8
6319	16204	0	0	6818	0.000	0.000	1.079	64668	49.4	3.991	488	26.8	60.3	31.3	0.036	2046	1982	my8018.c15b40part8
6319	16136	0	0	6898	0.000	0.000	1.092	64412	49.8	3.992	494	26.7	60.3	30.7	0.040	2046	1998	my8020.c15b40part8
6319	15987	0	0	6856	0.000	0.000	1.085	63798	49.4	3.991	494	26.7	60.3	30.4	0.037	2030	1966	my8021.c15b40part8
-
6316	31661	0	0	13318	0.000	0.000	2.109	120894	42.9	3.818	217	27.8	57.0	0.0	0.039	4011	3803	pg123.c8b40vac0
6316	32746	0	0	13235	0.000	0.000	2.096	124955	40.9	3.816	200	27.9	59.2	0.0	0.030	4139	3916	pg123.c8b40vac1

q1000.2

q1000.2: range queries with 1000 insert/s per client, 2nd loop

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	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
7899	33394	0	0	18126	0.000	0.000	2.295	126415	43.9	3.786	210	33.4	64.8	0.0	0.046	4236	3997	pg123.c8b40
7899	25074	0	0	32774	0.000	0.000	4.149	99767	49.8	3.979	318	35.8	69.4	36.1	0.078	3164	3069	my8021.c14b40
7899	17459	95	561	11536	0.005	0.032	1.460	72442	50.7	4.149	465	19.6	22.2	41.7	0.062	2205	1982	rx56.c7b40
-
7899	33417	0	0	18145	0.000	0.000	2.297	126655	43.8	3.790	210	33.4	64.8	0.0	0.035	4235	3980	pg120.c8b40
7899	33394	0	0	18126	0.000	0.000	2.295	126415	43.9	3.786	210	33.4	64.8	0.0	0.046	4236	3997	pg123.c8b40
-
7899	27274	0	0	34405	0.000	0.000	4.356	106423	49.1	3.902	288	36.0	69.5	36.9	0.072	3452	3356	my5731.c14b40
7899	25264	0	0	33035	0.000	0.000	4.182	100310	49.8	3.971	315	35.8	69.4	37.1	0.072	3196	3087	my8018.c14b40
7899	25111	0	0	33133	0.000	0.000	4.195	100011	50.0	3.983	319	35.8	69.4	36.1	0.088	3164	3054	my8020.c14b40
7899	25074	0	0	32774	0.000	0.000	4.149	99767	49.8	3.979	318	35.8	69.4	36.1	0.078	3164	3069	my8021.c14b40
-
7899	27160	0	0	24467	0.000	0.000	3.097	106669	49.2	3.927	290	34.8	68.4	38.6	0.030	3438	3356	my5731.c15b40
7899	25127	0	0	23522	0.000	0.000	2.978	100466	49.6	3.998	316	34.3	67.9	38.2	0.075	3180	3084	my8018.c15b40
7899	24994	0	0	23455	0.000	0.000	2.969	100395	50.1	4.017	321	34.3	67.9	37.9	0.037	3180	3085	my8020.c15b40
7899	24830	0	0	23532	0.000	0.000	2.979	99634	50.1	4.013	323	34.3	67.9	37.3	0.077	3164	3068	my8021.c15b40
-
7899	17459	95	561	11536	0.005	0.032	1.460	72442	50.7	4.149	465	19.6	22.2	41.7	0.062	2205	1982	rx56.c7b40
-
7895	13209	0	0	7041	0.000	0.000	0.892	52465	46.5	3.972	563	35.3	64.5	0.0	0.030	1678	1615	pg123.c8b40part8
-
7899	17248	0	0	7726	0.000	0.000	0.978	66932	49.3	3.881	457	32.0	65.5	33.1	0.128	2175	2110	my5731.c14b40part8
7899	15503	0	0	8221	0.000	0.000	1.041	61981	50.1	3.998	517	31.9	65.5	33.1	0.043	1967	1918	my8018.c14b40part8
7899	15435	0	0	7993	0.000	0.000	1.012	61539	50.1	3.987	519	31.9	65.5	32.3	0.071	1966	1918	my8020.c14b40part8
7899	15380	0	0	7950	0.000	0.000	1.006	61238	50.3	3.982	523	31.9	65.5	32.5	0.048	1951	1902	my8021.c14b40part8
-
7899	16763	0	0	7605	0.000	0.000	0.963	65360	49.6	3.899	473	32.6	66.1	35.9	0.045	2110	2046	my5731.c15b40part8
7899	15269	0	0	7972	0.000	0.000	1.009	61333	50.4	4.017	528	32.2	65.8	35.9	0.039	1950	1870	my8018.c15b40part8
7899	15235	0	0	7883	0.000	0.000	0.998	61091	50.3	4.010	528	32.2	65.8	35.3	0.071	1934	1886	my8020.c15b40part8
7899	15093	0	0	7915	0.000	0.000	1.002	60472	50.4	4.007	534	32.2	65.8	35.3	0.092	1902	1854	my8021.c15b40part8
-
7899	31443	0	0	18963	0.000	0.000	2.401	119219	44.1	3.792	224	33.4	63.6	0.0	0.124	3995	3676	pg123.c8b40vac0
7899	32455	0	0	18353	0.000	0.000	2.323	123032	42.6	3.791	210	33.4	64.8	0.0	0.043	4123	3772	pg123.c8b40vac1

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.251	0.720	0.028	0.002	0.000	0.000	0.000	0.000	0.067	pg120.c8b40
0.000	0.000	99.296	0.689	0.010	0.006	0.000	0.000	0.000	0.000	0.116	pg123.c8b40
-
0.000	0.000	99.167	0.705	0.093	0.019	0.015	0.000	0.000	0.000	0.303	my5731.c14b40
0.000	0.000	97.602	2.215	0.146	0.025	0.012	0.000	0.000	0.000	0.291	my8018.c14b40
0.000	0.000	97.718	2.073	0.177	0.021	0.012	0.000	0.000	0.000	0.319	my8020.c14b40
0.000	0.000	97.585	2.224	0.159	0.016	0.017	0.000	0.000	0.000	0.317	my8021.c14b40
-
0.000	0.000	99.164	0.701	0.100	0.018	0.017	0.000	0.000	0.000	0.322	my5731.c15b40
0.000	0.000	97.582	2.236	0.143	0.021	0.018	0.000	0.000	0.000	0.385	my8018.c15b40
0.000	0.000	97.701	2.099	0.166	0.019	0.015	0.000	0.000	0.000	0.359	my8020.c15b40
0.000	0.000	97.605	2.169	0.190	0.019	0.017	0.000	0.000	0.000	0.298	my8021.c15b40
-
0.000	0.000	98.888	1.085	nonzero	0.020	0.006	0.000	0.000	0.000	0.321	rx56.c7b40
-
0.000	0.000	99.269	0.697	0.030	0.004	0.000	0.000	0.000	0.000	0.068	pg123.c8b40part8
-
0.000	0.000	99.117	0.751	0.099	0.018	0.015	0.000	0.000	0.000	0.313	my5731.c14b40part8
0.000	0.000	97.488	2.331	0.136	0.032	0.012	0.000	0.000	0.000	0.354	my8018.c14b40part8
0.000	0.000	97.433	2.373	0.160	0.017	0.017	0.000	0.000	0.000	0.332	my8020.c14b40part8
0.000	0.000	97.273	2.528	0.158	0.028	0.013	0.000	0.000	0.000	0.348	my8021.c14b40part8
-
0.000	0.000	99.086	0.779	0.097	0.023	0.013	0.000	0.000	0.000	0.331	my5731.c15b40part8
0.000	0.000	97.236	2.599	0.127	0.024	0.015	0.000	0.000	0.000	0.288	my8018.c15b40part8
0.000	0.000	97.479	2.348	0.143	0.017	0.013	0.000	0.000	0.000	0.376	my8020.c15b40part8
0.000	0.000	97.265	2.533	0.169	0.017	0.015	0.000	0.000	0.000	0.305	my8021.c15b40part8
-
0.000	0.000	99.223	0.749	0.025	0.003	0.000	0.000	0.000	0.000	0.067	pg123.c8b40vac0
0.000	0.000	99.229	0.754	0.014	0.003	0.000	0.000	0.000	0.000	0.094	pg123.c8b40vac1

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	97.223	2.035	0.718	0.024	0.000	0.000	0.000	0.000	0.223	pg120.c8b40
0.000	0.000	97.358	1.914	0.706	0.021	0.000	0.000	0.000	0.000	0.155	pg123.c8b40
-
0.000	0.000	97.634	1.407	0.894	0.060	0.004	0.000	0.000	0.000	0.311	my5731.c14b40
0.000	0.000	95.403	3.552	0.966	0.078	0.001	0.000	0.000	0.000	0.295	my8018.c14b40
0.000	0.000	95.558	3.766	0.531	0.107	0.039	0.000	0.000	0.000	0.644	my8020.c14b40
0.000	0.000	95.190	4.144	0.517	0.113	0.036	0.000	0.000	0.000	0.521	my8021.c14b40
-
0.000	0.000	97.247	1.994	0.719	0.038	0.002	0.000	0.000	0.000	0.323	my5731.c15b40
0.000	0.000	94.678	4.475	0.803	0.043	0.001	0.000	0.000	0.000	0.266	my8018.c15b40
0.000	0.000	95.397	3.819	0.529	0.196	0.058	nonzero	0.000	0.000	1.071	my8020.c15b40
0.000	0.000	94.412	4.784	0.526	0.186	0.091	0.002	0.000	0.000	2.162	my8021.c15b40
-
0.000	0.000	87.784	12.191	0.011	0.005	0.010	0.000	0.000	0.000	0.321	rx56.c7b40
-
0.000	0.100	99.174	0.587	0.108	0.031	0.000	0.000	0.000	0.000	0.175	pg123.c8b40part8
-
0.000	0.000	98.840	0.803	0.307	0.041	0.009	0.000	0.000	0.000	0.329	my5731.c14b40part8
0.000	0.000	97.484	2.115	0.362	0.031	0.009	0.000	0.000	0.000	0.299	my8018.c14b40part8
0.000	0.000	97.226	2.312	0.378	0.068	0.015	nonzero	0.000	0.000	1.290	my8020.c14b40part8
0.000	0.000	96.692	2.849	0.379	0.066	0.015	0.000	0.000	0.000	0.575	my8021.c14b40part8
-
0.000	0.000	98.637	1.076	0.251	0.028	0.009	0.000	0.000	0.000	0.317	my5731.c15b40part8
0.000	0.000	96.855	2.790	0.329	0.019	0.007	0.000	0.000	0.000	0.338	my8018.c15b40part8
0.000	0.000	97.206	2.264	0.406	0.109	0.015	0.000	0.000	0.000	0.378	my8020.c15b40part8
0.000	0.000	96.603	2.856	0.416	0.109	0.016	0.000	0.000	0.000	0.700	my8021.c15b40part8
-
0.000	0.000	97.314	1.959	0.704	0.024	0.000	0.000	0.000	0.000	0.142	pg123.c8b40vac0
0.000	0.000	97.312	1.959	0.710	0.019	0.000	0.000	0.000	0.000	0.167	pg123.c8b40vac1

q100.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.120	0.867	0.013	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.033	pg120.c8b40
99.134	0.854	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40
-
60.749	39.247	0.004	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.034	my5731.c14b40
4.702	95.292	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	my8018.c14b40
2.946	97.047	0.006	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.070	my8020.c14b40
2.886	97.107	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	my8021.c14b40
-
60.660	39.335	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	my5731.c15b40
3.415	96.577	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	my8018.c15b40
2.099	97.894	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.029	my8020.c15b40
1.046	98.947	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	my8021.c15b40
-
0.000	99.989	0.011	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	rx56.c7b40
-
0.000	99.962	0.037	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg123.c8b40part8
-
nonzero	99.995	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	my5731.c14b40part8
0.000	99.993	0.007	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.109	my8018.c14b40part8
0.000	99.992	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.029	my8020.c14b40part8
0.000	99.993	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.c14b40part8
-
nonzero	99.995	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	my5731.c15b40part8
0.000	99.993	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8018.c15b40part8
0.000	99.992	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	my8020.c15b40part8
0.000	99.993	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.044	my8021.c15b40part8
-
98.232	1.755	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40vac0
99.078	0.909	0.011	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	91.194	0.299	8.392	0.115	0.000	0.000	0.000	0.000	0.081	pg120.c8b40
0.000	0.000	91.101	0.344	8.417	0.139	0.000	0.000	0.000	0.000	0.083	pg123.c8b40
-
0.000	0.000	99.257	0.111	0.628	0.003	0.000	0.000	0.000	0.000	0.093	my5731.c14b40
0.000	0.000	94.851	4.524	0.625	0.000	0.000	0.000	0.000	0.000	0.040	my8018.c14b40
0.000	0.000	91.000	8.375	0.615	0.010	0.000	0.000	0.000	0.000	0.078	my8020.c14b40
0.000	0.000	94.212	5.170	0.615	0.003	0.000	0.000	0.000	0.000	0.074	my8021.c14b40
-
0.000	0.000	99.135	0.403	0.462	0.000	0.000	0.000	0.000	0.000	0.038	my5731.c15b40
0.000	0.000	89.910	9.490	0.601	0.000	0.000	0.000	0.000	0.000	0.063	my8018.c15b40
0.000	0.000	90.156	9.240	0.604	0.000	0.000	0.000	0.000	0.000	0.035	my8020.c15b40
0.000	0.000	90.392	8.972	0.635	0.000	0.000	0.000	0.000	0.000	0.045	my8021.c15b40
-
0.000	0.000	99.174	0.826	0.000	0.000	0.000	0.000	0.000	0.000	0.013	rx56.c7b40
-
0.000	0.000	92.715	2.177	5.097	0.010	0.000	0.000	0.000	0.000	0.066	pg123.c8b40part8
-
0.000	0.000	99.656	0.125	0.219	0.000	0.000	0.000	0.000	0.000	0.026	my5731.c14b40part8
0.000	0.000	94.823	4.934	0.236	0.007	0.000	0.000	0.000	0.000	0.112	my8018.c14b40part8
0.000	0.000	93.323	6.403	0.274	0.000	0.000	0.000	0.000	0.000	0.032	my8020.c14b40part8
0.000	0.000	91.872	7.878	0.250	0.000	0.000	0.000	0.000	0.000	0.027	my8021.c14b40part8
-
0.000	0.000	99.670	0.181	0.149	0.000	0.000	0.000	0.000	0.000	0.039	my5731.c15b40part8
0.000	0.000	95.514	4.278	0.208	0.000	0.000	0.000	0.000	0.000	0.032	my8018.c15b40part8
0.000	0.000	91.295	8.493	0.212	0.000	0.000	0.000	0.000	0.000	0.036	my8020.c15b40part8
0.000	0.000	92.875	6.854	0.271	0.000	0.000	0.000	0.000	0.000	0.047	my8021.c15b40part8
-
0.000	0.000	93.149	0.351	6.382	0.118	0.000	0.000	0.000	0.000	0.081	pg123.c8b40vac0
0.000	0.000	91.708	0.292	7.913	0.087	0.000	0.000	0.000	0.000	0.083	pg123.c8b40vac1

q200.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.973	1.010	0.015	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.031	pg120.c8b40
98.991	0.991	0.016	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.033	pg123.c8b40
-
59.773	40.220	0.006	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.079	my5731.c14b40
5.603	94.389	0.008	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.068	my8018.c14b40
3.295	96.696	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	my8020.c14b40
2.353	97.638	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.029	my8021.c14b40
-
59.131	40.862	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	my5731.c15b40
2.796	97.194	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.060	my8018.c15b40
1.633	98.358	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	my8020.c15b40
0.906	99.086	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	my8021.c15b40
-
nonzero	99.978	0.021	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	rx56.c7b40
-
0.000	99.946	0.053	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg123.c8b40part8
-
nonzero	99.992	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	my5731.c14b40part8
0.000	99.989	0.010	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.065	my8018.c14b40part8
0.000	99.988	0.011	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.158	my8020.c14b40part8
0.000	99.989	0.010	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	my8021.c14b40part8
-
0.000	99.993	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	my5731.c15b40part8
0.000	99.989	0.011	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	my8018.c15b40part8
0.000	99.989	0.010	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.043	my8020.c15b40part8
0.000	99.989	0.010	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.034	my8021.c15b40part8
-
98.101	1.882	0.015	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.046	pg123.c8b40vac0
98.904	1.079	0.015	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	86.429	2.988	10.573	0.010	0.000	0.000	0.000	0.000	0.073	pg120.c8b40
0.000	0.000	86.222	3.115	10.653	0.010	0.000	0.000	0.000	0.000	0.079	pg123.c8b40
-
0.000	0.000	99.056	0.724	0.217	0.003	0.000	0.000	0.000	0.000	0.092	my5731.c14b40
0.000	0.000	87.255	12.512	0.229	0.003	0.000	0.000	0.000	0.000	0.070	my8018.c14b40
0.000	0.000	88.399	11.340	0.259	0.002	0.000	0.000	0.000	0.000	0.074	my8020.c14b40
0.000	0.000	85.399	14.297	0.304	0.000	0.000	0.000	0.000	0.000	0.033	my8021.c14b40
-
0.000	0.000	98.990	0.833	0.177	0.000	0.000	0.000	0.000	0.000	0.029	my5731.c15b40
0.000	0.000	88.884	10.868	0.247	0.002	0.000	0.000	0.000	0.000	0.065	my8018.c15b40
0.000	0.000	88.104	11.632	0.264	0.000	0.000	0.000	0.000	0.000	0.037	my8020.c15b40
0.000	0.000	84.868	14.840	0.292	0.000	0.000	0.000	0.000	0.000	0.042	my8021.c15b40
-
0.000	0.000	94.552	5.444	0.003	0.000	0.000	0.000	0.000	0.000	0.022	rx56.c7b40
-
0.000	0.000	97.554	1.748	0.693	0.005	0.000	0.000	0.000	0.000	0.095	pg123.c8b40part8
-
0.000	0.000	99.137	0.694	0.168	0.000	0.000	0.000	0.000	0.000	0.042	my5731.c14b40part8
0.000	0.000	88.345	11.415	0.236	0.003	0.000	0.000	0.000	0.000	0.088	my8018.c14b40part8
0.000	0.000	87.179	12.566	0.253	0.002	0.000	0.000	0.000	0.000	0.162	my8020.c14b40part8
0.000	0.000	87.436	12.314	0.250	0.000	0.000	0.000	0.000	0.000	0.031	my8021.c14b40part8
-
0.000	0.000	99.052	0.807	0.141	0.000	0.000	0.000	0.000	0.000	0.034	my5731.c15b40part8
0.000	0.000	89.104	10.649	0.247	0.000	0.000	0.000	0.000	0.000	0.054	my8018.c15b40part8
0.000	0.000	90.797	8.977	0.226	0.000	0.000	0.000	0.000	0.000	0.052	my8020.c15b40part8
0.000	0.000	85.644	14.120	0.236	0.000	0.000	0.000	0.000	0.000	0.041	my8021.c15b40part8
-
0.000	0.000	89.365	1.530	9.078	0.028	0.000	0.000	0.000	0.000	0.077	pg123.c8b40vac0
0.000	0.000	87.974	2.000	10.007	0.019	0.000	0.000	0.000	0.000	0.074	pg123.c8b40vac1

q400.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.731	1.245	0.020	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	pg120.c8b40
98.654	1.321	0.020	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.048	pg123.c8b40
-
58.038	41.952	0.009	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	my5731.c14b40
5.356	94.626	0.015	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	my8018.c14b40
2.456	97.525	0.015	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	my8020.c14b40
1.867	98.116	0.014	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	my8021.c14b40
-
57.098	42.891	0.009	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	my5731.c15b40
2.019	97.960	0.016	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.085	my8018.c15b40
1.309	98.671	0.015	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.029	my8020.c15b40
0.556	99.425	0.015	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.033	my8021.c15b40
-
0.000	99.925	0.065	0.010	nonzero	nonzero	0.000	0.000	0.000	0.000	0.074	rx56.c7b40
-
0.000	99.896	0.098	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	pg123.c8b40part8
-
0.000	99.987	0.010	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.042	my5731.c14b40part8
0.000	99.980	0.014	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	my8018.c14b40part8
0.000	99.978	0.016	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.042	my8020.c14b40part8
0.000	99.978	0.015	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	my8021.c14b40part8
-
nonzero	99.987	0.010	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	my5731.c15b40part8
0.000	99.977	0.016	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	my8018.c15b40part8
0.000	99.978	0.015	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.167	my8020.c15b40part8
0.000	99.977	0.017	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.063	my8021.c15b40part8
-
97.771	2.203	0.023	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.045	pg123.c8b40vac0
98.606	1.369	0.021	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	82.456	11.694	5.849	0.001	0.000	0.000	0.000	0.000	0.068	pg120.c8b40
0.000	0.000	82.532	11.748	5.717	0.003	0.000	0.000	0.000	0.000	0.069	pg123.c8b40
-
0.000	0.000	98.461	1.427	0.111	0.001	0.000	0.000	0.000	0.000	0.117	my5731.c14b40
0.000	0.000	87.612	12.179	0.209	0.000	0.000	0.000	0.000	0.000	0.033	my8018.c14b40
0.000	0.000	84.435	15.269	0.295	0.001	0.000	0.000	0.000	0.000	0.068	my8020.c14b40
0.000	0.000	87.847	11.899	0.253	0.000	0.000	0.000	0.000	0.000	0.039	my8021.c14b40
-
0.000	0.000	98.374	1.520	0.106	0.000	0.000	0.000	0.000	0.000	0.044	my5731.c15b40
0.000	0.000	85.508	14.160	0.331	0.002	0.000	0.000	0.000	0.000	0.089	my8018.c15b40
0.000	0.000	84.305	15.333	0.361	0.001	0.000	0.000	0.000	0.000	0.130	my8020.c15b40
0.000	0.000	86.450	13.259	0.292	0.000	0.000	0.000	0.000	0.000	0.035	my8021.c15b40
-
0.000	0.000	92.230	7.732	0.038	0.000	0.000	0.000	0.000	0.000	0.027	rx56.c7b40
-
0.000	0.000	96.094	2.800	1.104	0.002	0.000	0.000	0.000	0.000	0.066	pg123.c8b40part8
-
0.000	0.000	98.020	1.740	0.240	0.000	0.000	0.000	0.000	0.000	0.060	my5731.c14b40part8
0.000	0.000	90.793	8.916	0.290	0.001	0.000	0.000	0.000	0.000	0.075	my8018.c14b40part8
0.000	0.000	86.501	13.151	0.348	0.000	0.000	0.000	0.000	0.000	0.052	my8020.c14b40part8
0.000	0.000	86.011	13.648	0.339	0.002	0.000	0.000	0.000	0.000	0.085	my8021.c14b40part8
-
0.000	0.000	98.375	1.445	0.179	0.001	0.000	0.000	0.000	0.000	0.131	my5731.c15b40part8
0.000	0.000	87.207	12.444	0.350	0.000	0.000	0.000	0.000	0.000	0.043	my8018.c15b40part8
0.000	0.000	87.238	12.443	0.319	0.001	0.000	0.000	0.000	0.000	0.175	my8020.c15b40part8
0.000	0.000	85.813	13.799	0.387	0.001	0.000	0.000	0.000	0.000	0.068	my8021.c15b40part8
-
0.000	0.000	86.638	7.621	5.738	0.003	0.000	0.000	0.000	0.000	0.072	pg123.c8b40vac0
0.000	0.000	85.286	8.925	5.786	0.003	0.000	0.000	0.000	0.000	0.072	pg123.c8b40vac1

q600.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.345	1.619	0.030	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.029	pg120.c8b40
98.312	1.652	0.030	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	pg123.c8b40
-
56.271	43.711	0.016	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	my5731.c14b40
4.256	95.703	0.034	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	my8018.c14b40
2.132	97.831	0.032	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.031	my8020.c14b40
2.005	97.959	0.030	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	my8021.c14b40
-
55.396	44.582	0.019	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	my5731.c15b40
2.240	97.717	0.036	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	my8018.c15b40
1.416	98.543	0.034	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	my8020.c15b40
0.627	99.334	0.033	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	my8021.c15b40
-
nonzero	99.858	0.129	0.013	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	rx56.c7b40
-
0.000	99.823	0.170	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40part8
-
0.000	99.975	0.020	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.033	my5731.c14b40part8
0.000	99.953	0.036	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.045	my8018.c14b40part8
0.000	99.952	0.037	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.046	my8020.c14b40part8
0.000	99.953	0.036	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.038	my8021.c14b40part8
-
0.000	99.973	0.022	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.044	my5731.c15b40part8
0.000	99.952	0.037	0.010	nonzero	0.000	0.000	0.000	0.000	0.000	0.048	my8018.c15b40part8
0.000	99.948	0.041	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.041	my8020.c15b40part8
0.000	99.949	0.040	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.043	my8021.c15b40part8
-
97.290	2.672	0.034	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.040	pg123.c8b40vac0
98.133	1.831	0.031	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.032	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	81.205	13.696	5.097	0.002	0.000	0.000	0.000	0.000	0.076	pg120.c8b40
0.000	0.000	81.099	13.797	5.102	0.002	0.000	0.000	0.000	0.000	0.079	pg123.c8b40
-
0.000	0.000	97.077	2.768	0.155	0.001	0.000	0.000	0.000	0.000	0.065	my5731.c14b40
0.000	0.000	75.543	23.918	0.536	0.003	0.000	0.000	0.000	0.000	0.133	my8018.c14b40
0.000	0.000	78.649	20.922	0.428	0.001	0.000	0.000	0.000	0.000	0.099	my8020.c14b40
0.000	0.000	78.455	21.065	0.480	0.000	0.000	0.000	0.000	0.000	0.059	my8021.c14b40
-
0.000	0.000	93.785	5.948	0.266	0.001	0.000	0.000	0.000	0.000	0.204	my5731.c15b40
0.000	0.000	74.337	25.061	0.602	0.000	0.000	0.000	0.000	0.000	0.054	my8018.c15b40
0.000	0.000	74.492	24.903	0.605	0.000	0.000	0.000	0.000	0.000	0.045	my8020.c15b40
0.000	0.000	74.914	24.486	0.596	0.005	0.000	0.000	0.000	0.000	0.097	my8021.c15b40
-
0.000	0.000	80.944	18.961	0.095	0.000	0.000	0.000	0.000	0.000	0.033	rx56.c7b40
-
0.000	0.000	97.784	1.690	0.526	0.000	0.000	0.000	0.000	0.000	0.060	pg123.c8b40part8
-
0.000	0.000	96.819	2.960	0.220	0.001	0.000	0.000	0.000	0.000	0.067	my5731.c14b40part8
0.000	0.000	79.137	20.345	0.517	0.002	0.000	0.000	0.000	0.000	0.085	my8018.c14b40part8
0.000	0.000	76.999	22.453	0.548	0.000	0.000	0.000	0.000	0.000	0.052	my8020.c14b40part8
0.000	0.000	76.539	22.937	0.524	0.000	0.000	0.000	0.000	0.000	0.050	my8021.c14b40part8
-
0.000	0.000	97.518	2.289	0.191	0.002	0.000	0.000	0.000	0.000	0.084	my5731.c15b40part8
0.000	0.000	78.564	20.954	0.481	0.001	0.000	0.000	0.000	0.000	0.069	my8018.c15b40part8
0.000	0.000	75.789	23.667	0.544	0.000	0.000	0.000	0.000	0.000	0.057	my8020.c15b40part8
0.000	0.000	73.624	25.790	0.586	0.000	0.000	0.000	0.000	0.000	0.050	my8021.c15b40part8
-
0.000	0.000	83.927	10.976	5.095	0.002	0.000	0.000	0.000	0.000	0.084	pg123.c8b40vac0
0.000	0.000	82.761	12.282	4.953	0.003	0.000	0.000	0.000	0.000	0.079	pg123.c8b40vac1

q800.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.255	1.695	0.043	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg120.c8b40
98.221	1.730	0.042	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.040	pg123.c8b40
-
56.056	43.902	0.037	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.045	my5731.c14b40
3.831	96.095	0.066	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.167	my8018.c14b40
1.510	98.419	0.063	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	my8020.c14b40
1.790	98.140	0.062	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	my8021.c14b40
-
52.813	47.146	0.036	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	my5731.c15b40
1.133	98.795	0.063	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.080	my8018.c15b40
0.842	99.086	0.064	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.048	my8020.c15b40
0.349	99.579	0.063	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.031	my8021.c15b40
-
0.000	99.731	0.251	0.018	nonzero	nonzero	0.000	0.000	0.000	0.000	0.084	rx56.c7b40
-
0.000	99.748	0.236	0.016	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	pg123.c8b40part8
-
0.000	99.950	0.041	0.008	0.001	nonzero	0.000	0.000	0.000	0.000	0.074	my5731.c14b40part8
0.000	99.909	0.077	0.013	nonzero	0.000	0.000	0.000	0.000	0.000	0.049	my8018.c14b40part8
0.000	99.909	0.077	0.014	nonzero	0.000	0.000	0.000	0.000	0.000	0.062	my8020.c14b40part8
0.000	99.911	0.074	0.014	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	my8021.c14b40part8
-
0.000	99.939	0.050	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.032	my5731.c15b40part8
0.000	99.905	0.080	0.015	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	my8018.c15b40part8
0.000	99.907	0.078	0.014	nonzero	0.000	0.000	0.000	0.000	0.000	0.040	my8020.c15b40part8
0.000	99.907	0.079	0.014	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	my8021.c15b40part8
-
97.014	2.932	0.047	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	pg123.c8b40vac0
97.977	1.970	0.046	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	81.199	13.940	4.855	0.006	0.000	0.000	0.000	0.000	0.088	pg120.c8b40
0.000	0.000	81.204	13.895	4.890	0.011	0.000	0.000	0.000	0.000	0.082	pg123.c8b40
-
0.000	0.000	90.246	9.365	0.389	0.000	0.000	0.000	0.000	0.000	0.057	my5731.c14b40
0.000	0.000	70.508	28.977	0.515	nonzero	0.000	0.000	0.000	0.000	0.227	my8018.c14b40
0.000	0.000	71.615	27.898	0.485	0.002	0.000	0.000	0.000	0.000	0.100	my8020.c14b40
0.000	0.000	71.087	28.419	0.494	0.000	0.000	0.000	0.000	0.000	0.056	my8021.c14b40
-
0.000	0.000	91.105	8.435	0.459	nonzero	0.000	0.000	0.000	0.000	0.083	my5731.c15b40
0.000	0.000	71.237	28.158	0.603	0.001	0.000	0.000	0.000	0.000	0.084	my8018.c15b40
0.000	0.000	69.248	30.121	0.631	nonzero	0.000	0.000	0.000	0.000	0.086	my8020.c15b40
0.000	0.000	66.196	33.142	0.658	0.003	0.000	0.000	0.000	0.000	0.107	my8021.c15b40
-
0.000	0.000	45.948	53.553	0.497	0.001	0.000	0.000	0.000	0.000	0.071	rx56.c7b40
-
0.000	0.000	96.603	2.952	0.444	nonzero	0.000	0.000	0.000	0.000	0.075	pg123.c8b40part8
-
0.000	0.000	92.850	6.750	0.397	0.003	0.000	0.000	0.000	0.000	0.094	my5731.c14b40part8
0.000	0.000	70.803	28.647	0.548	0.002	0.000	0.000	0.000	0.000	0.101	my8018.c14b40part8
0.000	0.000	69.467	29.978	0.554	0.001	0.000	0.000	0.000	0.000	0.068	my8020.c14b40part8
0.000	0.000	68.290	31.134	0.576	0.000	0.000	0.000	0.000	0.000	0.048	my8021.c14b40part8
-
0.000	0.000	90.635	9.000	0.364	0.000	0.000	0.000	0.000	0.000	0.040	my5731.c15b40part8
0.000	0.000	69.122	30.346	0.531	0.001	0.000	0.000	0.000	0.000	0.105	my8018.c15b40part8
0.000	0.000	68.921	30.551	0.527	0.001	0.000	0.000	0.000	0.000	0.069	my8020.c15b40part8
0.000	0.000	66.386	33.063	0.550	0.000	0.000	0.000	0.000	0.000	0.046	my8021.c15b40part8
-
0.000	0.000	82.351	12.739	4.903	0.007	0.000	0.000	0.000	0.000	0.114	pg123.c8b40vac0
0.000	0.000	81.853	13.258	4.878	0.011	0.000	0.000	0.000	0.000	0.089	pg123.c8b40vac1

q1000.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
97.667	2.270	0.055	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg120.c8b40
97.732	2.204	0.056	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.046	pg123.c8b40
-
52.014	47.910	0.067	0.008	0.001	nonzero	0.000	0.000	0.000	0.000	0.072	my5731.c14b40
2.362	97.527	0.099	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.072	my8018.c14b40
1.236	98.654	0.097	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.088	my8020.c14b40
1.280	98.608	0.098	0.012	0.001	nonzero	0.000	0.000	0.000	0.000	0.078	my8021.c14b40
-
49.892	50.035	0.066	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	my5731.c15b40
0.772	99.117	0.101	0.010	nonzero	nonzero	0.000	0.000	0.000	0.000	0.075	my8018.c15b40
0.487	99.405	0.098	0.010	nonzero	0.000	0.000	0.000	0.000	0.000	0.037	my8020.c15b40
0.240	99.652	0.096	0.011	nonzero	nonzero	0.000	0.000	0.000	0.000	0.077	my8021.c15b40
-
nonzero	99.612	0.368	0.020	nonzero	0.000	0.000	0.000	0.000	0.000	0.062	rx56.c7b40
-
0.000	99.654	0.325	0.021	0.001	0.000	0.000	0.000	0.000	0.000	0.030	pg123.c8b40part8
-
0.000	99.912	0.076	0.011	0.001	nonzero	0.000	0.000	0.000	0.000	0.128	my5731.c14b40part8
0.000	99.863	0.120	0.017	nonzero	0.000	0.000	0.000	0.000	0.000	0.043	my8018.c14b40part8
0.000	99.864	0.119	0.017	nonzero	nonzero	0.000	0.000	0.000	0.000	0.071	my8020.c14b40part8
0.000	99.859	0.123	0.017	nonzero	0.000	0.000	0.000	0.000	0.000	0.048	my8021.c14b40part8
-
0.000	99.901	0.086	0.013	nonzero	0.000	0.000	0.000	0.000	0.000	0.045	my5731.c15b40part8
0.000	99.854	0.129	0.017	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	my8018.c15b40part8
0.000	99.859	0.124	0.017	nonzero	nonzero	0.000	0.000	0.000	0.000	0.071	my8020.c15b40part8
0.000	99.854	0.127	0.018	nonzero	nonzero	0.000	0.000	0.000	0.000	0.092	my8021.c15b40part8
-
96.295	3.634	0.063	0.008	nonzero	nonzero	0.000	0.000	0.000	0.000	0.124	pg123.c8b40vac0
97.424	2.508	0.060	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.043	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	83.082	12.232	4.672	0.015	0.000	0.000	0.000	0.000	0.116	pg120.c8b40
0.000	0.000	81.859	13.351	4.770	0.020	0.000	0.000	0.000	0.000	0.118	pg123.c8b40
-
0.000	0.000	86.270	12.766	0.960	0.003	0.000	0.000	0.000	0.000	0.101	my5731.c14b40
0.000	0.000	66.869	32.130	0.998	0.002	0.000	0.000	0.000	0.000	0.129	my8018.c14b40
0.000	0.000	64.503	34.469	1.024	0.003	0.000	0.000	0.000	0.000	0.095	my8020.c14b40
0.000	0.000	62.894	36.108	0.997	0.001	0.000	0.000	0.000	0.000	0.087	my8021.c14b40
-
0.000	0.000	86.890	12.491	0.618	0.001	0.000	0.000	0.000	0.000	0.075	my5731.c15b40
0.000	0.000	68.020	31.299	0.679	0.002	0.000	0.000	0.000	0.000	0.101	my8018.c15b40
0.000	0.000	65.082	34.193	0.725	nonzero	0.000	0.000	0.000	0.000	0.083	my8020.c15b40
0.000	0.000	62.388	36.878	0.733	0.001	0.000	0.000	0.000	0.000	0.084	my8021.c15b40
-
0.000	0.000	46.070	53.428	0.498	0.004	0.000	0.000	0.000	0.000	0.073	rx56.c7b40
-
0.000	0.000	94.961	4.447	0.592	0.000	0.000	0.000	0.000	0.000	0.047	pg123.c8b40part8
-
0.000	0.000	89.074	10.508	0.416	0.002	0.000	0.000	0.000	0.000	0.133	my5731.c14b40part8
0.000	0.000	69.745	29.753	0.499	0.002	0.000	0.000	0.000	0.000	0.248	my8018.c14b40part8
0.000	0.000	67.868	31.614	0.518	0.001	0.000	0.000	0.000	0.000	0.086	my8020.c14b40part8
0.000	0.000	64.895	34.556	0.549	0.000	0.000	0.000	0.000	0.000	0.054	my8021.c14b40part8
-
0.000	0.000	88.816	10.757	0.426	0.001	0.000	0.000	0.000	0.000	0.104	my5731.c15b40part8
0.000	0.000	68.073	31.444	0.481	0.002	0.000	0.000	0.000	0.000	0.111	my8018.c15b40part8
0.000	0.000	66.889	32.595	0.515	0.001	0.000	0.000	0.000	0.000	0.081	my8020.c15b40part8
0.000	0.000	65.557	33.907	0.534	0.003	0.000	0.000	0.000	0.000	0.097	my8021.c15b40part8
-
0.000	0.000	81.807	13.339	4.831	0.023	0.000	0.000	0.000	0.000	0.169	pg123.c8b40vac0
0.000	0.000	81.713	13.477	4.797	0.014	0.000	0.000	0.000	0.000	0.089	pg123.c8b40vac1