Introduction

This is a report for the insert benchmark with 800M 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 46162741413010616326823189329972285892846428628
pg123.c8b40 46430641115111034331503192330215292322933828981
pg123.c8b40part8 466200478529160642667063085736508043803728
my5731.c14b40 37664825279620015526475077102677763555865
my8018.c14b40 30959825726719007538469876664633359265266
my8020.c14b40 30698427242120774448969066577618356634848
my8021.c14b40 29873027878020904355868956570616456704980
my8021.c14b40part8 287047389343112202736273027229715969436853
rx56.c7b40 266312389343105541176991762917346170711683416637
rx56.c8b40 263158396285103359179001793517708174501717016966

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.c8b4079015783158452850394748
pg123.c8b4078915793158431447624669
pg123.c8b40part879015803160473763167899
my5731.c14b4079015803160473963197899
my8018.c14b4079015803160473963197899
my8020.c14b4079015803160473963197899
my8021.c14b4078915803160473963197899
my8021.c14b40part878915793158473963167899
rx56.c7b4079015803158473963197899
rx56.c8b4079015803160473963197899
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.c8b4098.7481.2300.0190.003nonzero0.584
pg123.c8b4098.7491.2280.0180.004nonzero0.300
pg123.c8b40part898.8131.1670.0160.004nonzero0.793
my5731.c14b4098.7621.0230.1620.0330.0210.424
my8018.c14b4096.5763.1690.2030.0380.0130.446
my8020.c14b4096.8202.9550.1860.0220.0170.568
my8021.c14b4096.6943.0690.1960.0240.0160.392
my8021.c14b40part896.5043.2790.1820.0210.0140.384
rx56.c7b4097.7952.1740.0030.0100.0180.417
rx56.c8b4097.3282.6400.0040.0140.0140.568

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
461627	0	167	1388	194746	0.000	0.003	0.422	35168	81.3	0.076	28	76.5	116.6	0.0	0.584	60633	45273	pg120.c8b40
464306	0	171	1423	195628	0.000	0.003	0.421	35749	81.8	0.077	28	76.5	116.6	0.0	0.300	60717	44447	pg123.c8b40
466200	0	0	3	191418	0.000	0.000	0.411	35224	81.7	0.076	28	76.5	116.6	0.0	0.793	60033	43446	pg123.c8b40part8
376648	0	0	3	138012	0.000	0.000	0.366	37774	75.4	0.100	32	52.7	86.2	43.4	0.424	49645	33363	my5731.c14b40
309598	0	0	4	118137	0.000	0.000	0.382	77510	77.0	0.250	40	52.5	86.1	43.6	0.446	40025	27669	my8018.c14b40
306984	0	0	4	116146	0.000	0.000	0.378	46232	76.4	0.151	40	52.5	86.1	43.6	0.568	39971	27665	my8020.c14b40
298730	0	0	3	112937	0.000	0.000	0.378	45105	76.4	0.151	41	52.5	86.1	43.6	0.392	38375	26480	my8021.c14b40
287047	0	0	3	108766	0.000	0.000	0.379	43968	75.6	0.153	42	53.1	86.6	43.6	0.384	36758	25671	my8021.c14b40part8
266312	0	3	11	119083	0.000	0.000	0.447	27543	71.5	0.103	43	39.0	41.1	6.4	0.417	34159	23371	rx56.c7b40
263158	0	0	0	97612	0.000	0.000	0.371	26898	72.8	0.102	44	20.4	22.5	5.8	0.568	33962	22874	rx56.c8b40

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
414130	0	8209	130164	132487	0.020	0.314	0.320	14100	24.1	0.034	9	147.0	187.1	0.0	0.006	NA	NA	pg120.c8b40
411151	0	8149	129159	131389	0.020	0.314	0.320	14034	23.7	0.034	9	147.0	187.1	0.1	0.008	NA	NA	pg123.c8b40
478529	0	7258	115410	136624	0.015	0.241	0.286	12925	26.1	0.027	9	147.0	187.0	0.0	0.005	NA	NA	pg123.c8b40part8
252796	0	1459	124205	187515	0.006	0.491	0.742	16114	13.5	0.064	9	117.7	151.2	45.8	0.043	NA	NA	my5731.c14b40
257267	0	1345	107920	191190	0.005	0.419	0.743	22613	15.6	0.088	10	117.3	150.9	46.0	0.019	NA	NA	my8018.c14b40
272421	0	1598	136576	202184	0.006	0.501	0.742	18442	17.4	0.068	10	117.3	150.9	46.0	0.004	NA	NA	my8020.c14b40
278780	0	1629	139118	207242	0.006	0.499	0.743	19376	17.5	0.070	10	117.3	150.9	46.0	0.006	NA	NA	my8021.c14b40
389343	0	2015	79193	227046	0.005	0.203	0.583	36314	19.8	0.093	8	117.8	151.4	45.8	0.006	NA	NA	my8021.c14b40part8
389343	0	2976	79957	71035	0.008	0.205	0.182	5028	32.5	0.013	13	89.1	91.2	44.2	0.005	NA	NA	rx56.c7b40
396285	0	2241	61367	58052	0.006	0.155	0.146	4269	34.8	0.011	14	38.7	40.8	43.8	0.005	NA	NA	rx56.c8b40

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.c8b4026.68911.97645.37315.9180.043nonzero1.111
pg123.c8b4027.57516.51738.90416.9560.049nonzero1.085
pg123.c8b40part80.02296.5892.4570.7840.1470.0010.556
my5731.c14b403.52587.2964.9932.4111.7690.0061.935
my8018.c14b401.40588.5245.7352.4101.9180.0081.905
my8020.c14b407.23185.2413.4062.4721.6450.0051.499
my8021.c14b406.28086.1953.3832.5501.5900.0021.550
my8021.c14b40part895.3484.1210.4110.1020.0180.697
rx56.c7b4077.59922.3590.0260.0040.0110.451
rx56.c8b4074.73125.2230.0310.0050.0110.540

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
10616	0	3393	28180	131639	0.320	2.655	12.400	11174	18.2	1.053	274	171.2	211.2	0.0	1.111	1049	350	pg120.c8b40
11034	0	3324	27627	133424	0.301	2.504	12.092	11101	18.5	1.006	268	171.1	211.2	0.0	1.085	799	350	pg123.c8b40
160642	0	887	7744	172424	0.006	0.048	1.073	34709	59.7	0.216	59	164.9	205.0	0.0	0.556	25984	549	pg123.c8b40part8
20015	0	2642	42265	165907	0.132	2.112	8.289	30595	18.7	1.529	149	178.4	223.3	45.8	1.935	649	100	my5731.c14b40
19007	0	2532	40510	157596	0.133	2.131	8.292	73199	19.6	3.851	165	177.8	222.6	46.0	1.905	499	50	my8018.c14b40
20774	0	2612	41797	173975	0.126	2.012	8.375	74069	21.4	3.565	165	177.8	221.9	46.0	1.499	450	150	my8020.c14b40
20904	0	2641	42259	175885	0.126	2.022	8.414	73724	21.8	3.527	167	177.8	222.1	46.0	1.550	599	100	my8021.c14b40
112202	0	268	4293	157138	0.002	0.038	1.400	51304	60.9	0.457	87	132.8	166.3	45.8	0.697	15382	200	my8021.c14b40part8
105541	0	531	5500	127407	0.005	0.052	1.207	32547	49.4	0.308	75	98.8	99.1	42.0	0.451	13335	8240	rx56.c7b40
103359	0	764	9460	129827	0.007	0.092	1.256	31532	53.4	0.305	83	48.5	48.9	42.0	0.540	13042	8345	rx56.c8b40

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.c8b4096.6013.2990.0930.007nonzero0.022
pg123.c8b4097.7642.1840.0500.001nonzero0.024
pg123.c8b40part884.6339.1795.9390.2310.018nonzero0.301
my5731.c14b408.57071.7546.05513.2360.3650.0200.0010.618
my8018.c14b400.02883.8774.60710.7520.6940.0390.0020.632
my8020.c14b400.01376.1438.25814.9600.5970.0270.0010.790
my8021.c14b400.00967.24711.76620.2380.7140.0260.0010.630
my8021.c14b40part898.6540.0820.1960.9680.0980.001nonzero2.383
rx56.c7b4099.9890.011nonzerononzero0.028
rx56.c8b4099.9800.0190.001nonzero0.020

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.c8b400.03844.21255.4480.3020.495
pg123.c8b4066.08333.6840.2330.628
pg123.c8b40part817.11879.6182.9790.2850.231
my5731.c14b408.02890.6531.2570.0620.155
my8018.c14b4018.10179.9131.7780.2080.176
my8020.c14b405.23394.1110.6150.0420.126
my8021.c14b402.85896.6770.4410.0240.080
my8021.c14b40part887.34712.4200.2330.033
rx56.c7b4098.3161.6770.0070.020
rx56.c8b4097.0692.8720.0590.039

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	32682	609	5115	18269	0.019	0.157	23.129	126576	41.2	3.873	202	174.1	214.1	0.0	0.022	4174	3948	pg120.c8b40
789	33150	610	5096	9800	0.018	0.154	12.415	129061	40.6	3.893	196	174.0	214.1	0.0	0.024	4157	4075	pg123.c8b40
790	6670	4295	36682	3531	0.644	5.499	4.470	34958	23.6	5.241	566	165.6	205.6	0.0	0.301	799	416	pg123.c8b40part8
790	5264	7052	112834	52599	1.340	21.435	66.590	39505	12.2	7.505	371	178.6	223.5	45.6	0.618	272	112	my5731.c14b40
790	5384	5979	95661	50283	1.111	17.769	63.658	43169	13.2	8.018	392	178.0	222.8	45.5	0.632	240	96	my8018.c14b40
790	4489	6848	109565	50926	1.526	24.410	64.471	42497	11.6	9.468	413	178.0	222.1	45.5	0.790	256	112	my8020.c14b40
789	3558	7233	115725	52576	2.033	32.521	66.603	39868	9.9	11.204	445	178.0	222.3	45.4	0.630	272	144	my8021.c14b40
789	7362	4686	74968	4656	0.636	10.184	5.898	39390	24.8	5.351	539	133.2	166.8	45.3	2.383	1838	1774	my8021.c14b40part8
790	17699	0	0	276	0.000	0.000	0.349	72981	46.9	4.124	424	99.0	99.8	42.1	0.028	2237	2158	rx56.c7b40
790	17900	76	665	2313	0.004	0.037	2.928	73757	47.2	4.120	422	44.1	44.9	42.2	0.020	2237	2126	rx56.c8b40

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.c8b4093.7736.0590.1650.003nonzero0.020
pg123.c8b4093.7286.0770.1910.004nonzero0.036
pg123.c8b40part883.0999.8186.8110.2530.018nonzero0.308
my5731.c14b409.24279.6092.7968.0840.2580.010nonzero0.579
my8018.c14b400.04189.2872.4797.6720.4990.0220.0010.949
my8020.c14b400.01387.7043.2068.7770.2880.012nonzero0.613
my8021.c14b400.01588.4422.8438.2860.3980.0150.0010.642
my8021.c14b40part898.6840.0810.1750.9520.1060.001nonzero2.514
rx56.c7b4099.9710.0280.001nonzero0.025
rx56.c8b4099.9730.0260.001nonzerononzero0.065

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.c8b4051.75948.1220.1200.470
pg123.c8b4034.14465.4440.4110.556
pg123.c8b40part894.6225.0920.2620.0240.186
my5731.c14b4021.30977.7990.8510.0420.102
my8018.c14b4019.88979.3720.7190.0190.0020.310
my8020.c14b407.50591.7570.7290.0070.0020.326
my8021.c14b4011.18688.2050.5900.0170.0020.677
my8021.c14b40part886.38013.2830.3330.0030.107
rx56.c7b4095.0524.9270.0210.025
rx56.c8b4093.8396.0990.0620.041

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
1578	31893	1363	11318	32642	0.043	0.355	20.686	124346	43.2	3.899	217	180.3	220.3	0.0	0.020	4079	3740	pg120.c8b40
1579	31923	1376	11507	34761	0.043	0.360	22.016	124237	43.8	3.892	220	180.3	220.3	0.0	0.036	4139	3662	pg123.c8b40
1580	6308	4556	38945	3358	0.722	6.174	2.126	34102	22.8	5.406	578	166.7	206.8	0.0	0.308	735	400	pg123.c8b40part8
1580	7507	6194	99109	69137	0.825	13.202	43.763	47561	16.7	6.335	356	179.0	223.9	45.0	0.579	256	144	my5731.c14b40
1580	6987	5569	89109	68232	0.797	12.754	43.190	50145	16.9	7.177	387	178.4	223.2	45.2	0.949	240	112	my8018.c14b40
1580	6906	6199	99178	71236	0.898	14.362	45.092	52926	17.2	7.664	399	178.4	222.4	45.2	0.613	256	144	my8020.c14b40
1580	6895	5882	94105	69648	0.853	13.648	44.087	51978	17.0	7.539	394	178.4	222.6	45.2	0.642	240	128	my8021.c14b40
1579	7302	4653	74443	5612	0.637	10.194	3.554	39315	25.2	5.384	552	134.5	168.1	44.8	2.514	1838	1742	my8021.c14b40part8
1580	17629	31	336	2763	0.002	0.019	1.749	72657	47.6	4.122	432	99.7	101.1	42.1	0.025	2237	2046	rx56.c7b40
1580	17935	39	362	2012	0.002	0.020	1.273	73858	47.4	4.118	423	44.5	46.0	42.3	0.065	2285	2109	rx56.c8b40

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.c8b4085.88613.8550.2530.006nonzero0.019
pg123.c8b4087.24612.5140.2350.006nonzero0.048
pg123.c8b40part880.37510.8108.4970.3020.017nonzero0.475
my5731.c14b405.31882.6443.1188.6480.2620.010nonzero0.654
my8018.c14b400.02888.7242.6688.0260.5260.0270.0010.678
my8020.c14b400.01187.1883.3899.0320.3640.0150.0010.688
my8021.c14b400.01287.5353.2138.8060.4160.0170.0010.605
my8021.c14b40part898.7260.0900.1440.9080.1310.001nonzero2.240
rx56.c7b4099.9150.0760.009nonzerononzero0.087
rx56.c8b4099.9260.0650.009nonzerononzero0.083

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.c8b4031.73968.1740.0880.578
pg123.c8b4021.02278.6460.3320.553
pg123.c8b40part899.0970.8760.0240.0030.120
my5731.c14b4013.84384.9591.1860.0120.105
my8018.c14b404.16594.1791.5440.1100.0020.345
my8020.c14b404.01895.0770.8680.0360.0010.363
my8021.c14b401.37497.4701.1320.0230.0010.362
my8021.c14b40part882.73716.9700.2920.0010.092
rx56.c7b4091.7918.1380.0710.038
rx56.c8b4092.6467.2950.0590.031

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
3158	29972	3398	28066	67560	0.113	0.936	21.395	118810	48.0	3.964	256	192.9	233.0	0.0	0.019	3980	3100	pg120.c8b40
3158	30215	3393	28224	67798	0.112	0.934	21.470	119538	48.6	3.956	257	192.9	233.0	0.0	0.048	3931	3132	pg123.c8b40
3160	5736	4955	42252	4277	0.864	7.367	1.354	32934	21.5	5.742	600	169.1	206.2	0.0	0.475	623	336	pg123.c8b40part8
3160	7102	6175	98806	96516	0.869	13.911	30.547	48455	18.0	6.822	405	179.8	224.7	44.7	0.654	256	144	my5731.c14b40
3160	6664	5492	87868	92426	0.824	13.185	29.252	51574	18.1	7.739	435	179.1	223.9	44.6	0.678	224	96	my8018.c14b40
3160	6577	6026	96421	95553	0.916	14.660	30.242	54581	18.5	8.299	450	179.1	223.2	44.9	0.688	240	112	my8020.c14b40
3160	6570	5885	94167	94285	0.896	14.334	29.841	54181	18.5	8.247	451	179.1	223.4	44.9	0.605	240	144	my8021.c14b40
3158	7229	4700	75201	10254	0.650	10.402	3.247	40185	25.8	5.559	571	137.1	170.6	44.3	2.240	1807	1710	my8021.c14b40part8
3158	17346	154	1808	5794	0.009	0.104	1.835	71857	48.6	4.143	448	101.0	104.0	42.2	0.087	2190	2015	rx56.c7b40
3160	17708	81	958	4567	0.005	0.054	1.446	73014	48.5	4.123	438	45.2	48.1	42.7	0.083	2253	2046	rx56.c8b40

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.c8b4079.55420.1390.3000.007nonzero0.056
pg123.c8b4082.90116.7860.3060.006nonzero0.036
pg123.c8b40part876.11412.54210.9740.3460.023nonzero0.484
my5731.c14b404.18382.8033.5619.1730.2710.009nonzero0.540
my8018.c14b400.02087.5233.1788.7040.5540.0200.0010.547
my8020.c14b400.00886.1813.8419.5360.4140.0190.0010.595
my8021.c14b400.00886.3463.7619.3850.4820.017nonzero0.686
my8021.c14b40part898.7190.1140.1230.9040.1380.001nonzero2.288
rx56.c7b4099.8160.1690.014nonzerononzero0.077
rx56.c8b4099.8280.1550.017nonzerononzero0.078

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.c8b4019.59980.2640.1370.493
pg123.c8b4014.44385.2230.3340.537
pg123.c8b40part899.0230.9410.0280.0080.198
my5731.c14b407.05791.7181.1940.0300.0010.464
my8018.c14b402.58195.5041.8660.0490.0010.496
my8020.c14b400.46297.7051.7850.0470.0010.793
my8021.c14b400.49497.5601.8990.0460.0010.335
my8021.c14b40part877.46222.3020.2350.0020.172
rx56.c7b4078.42421.3910.1850.040
rx56.c8b4082.02717.6220.3460.0050.073

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
4528	28589	5543	45290	83730	0.194	1.584	18.490	115923	51.3	4.055	287	206.9	247.0	0.0	0.056	3580	2957	pg120.c8b40
4314	29232	5068	41678	80995	0.173	1.426	18.777	117591	50.8	4.023	278	206.9	246.9	0.0	0.036	3724	3037	pg123.c8b40
4737	5080	5606	47584	6089	1.104	9.368	1.285	31954	19.7	6.291	621	172.9	207.7	0.0	0.484	559	256	pg123.c8b40part8
4739	6777	6227	99628	114410	0.919	14.701	24.140	49244	18.9	7.266	446	180.9	225.8	44.4	0.540	240	144	my5731.c14b40
4739	6333	5624	89976	107164	0.888	14.208	22.611	52598	19.3	8.306	488	180.2	225.1	44.3	0.547	224	112	my8018.c14b40
4739	6183	5955	95277	111914	0.963	15.409	23.614	55520	19.6	8.979	507	180.2	224.3	44.6	0.595	240	112	my8020.c14b40
4739	6164	5894	94300	111589	0.956	15.297	23.545	55263	19.7	8.965	511	180.2	224.5	44.6	0.686	224	128	my8021.c14b40
4739	7159	4762	76193	13337	0.665	10.644	2.814	40807	27.0	5.700	603	139.5	173.0	44.3	2.288	1806	1710	my8021.c14b40part8
4739	17071	303	3454	11194	0.018	0.202	2.362	70966	49.6	4.157	465	103.0	104.2	42.8	0.077	2174	1950	rx56.c7b40
4739	17450	187	1796	8379	0.011	0.103	1.768	72098	49.9	4.132	458	46.0	47.2	42.8	0.078	2206	2014	rx56.c8b40

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.c8b4078.46621.1910.3380.006nonzerononzero0.066
pg123.c8b4082.65417.0720.2680.005nonzerononzero0.131
pg123.c8b40part871.85713.15814.5020.4570.025nonzero0.347
my5731.c14b403.37882.8453.9249.3910.4540.009nonzero0.491
my8018.c14b400.01486.4203.7119.1100.7260.018nonzero0.677
my8020.c14b400.00583.6625.12410.7530.4410.0150.0010.614
my8021.c14b400.00684.4494.74510.2130.5640.0230.0010.647
my8021.c14b40part898.7310.1560.0900.8430.1790.001nonzero3.013
rx56.c7b4099.6420.3370.021nonzerononzero0.082
rx56.c8b4099.6810.2970.022nonzerononzero0.173

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.c8b4028.59171.1600.2490.635
pg123.c8b4025.74173.7110.5490.632
pg123.c8b40part898.6481.3010.0470.0030.168
my5731.c14b401.86295.1542.9320.0500.0010.471
my8018.c14b400.46497.1212.3380.0760.0010.397
my8020.c14b400.03798.4471.4690.0480.221
my8021.c14b400.00798.1921.7570.0440.180
my8021.c14b40part868.14331.2760.5500.0170.0110.0021.725
rx56.c7b4048.70950.1881.1030.061
rx56.c8b4047.34651.7950.8590.050

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
5039	28464	5728	46466	83413	0.201	1.632	16.553	115766	51.2	4.067	288	212.7	252.7	0.0	0.066	3884	2941	pg120.c8b40
4762	29338	5323	43415	76760	0.181	1.480	16.119	118755	50.0	4.048	273	212.7	252.7	0.0	0.131	3822	3052	pg123.c8b40
6316	4380	5985	50499	8301	1.366	11.529	1.314	30306	18.0	6.919	658	177.6	211.0	0.0	0.347	543	240	pg123.c8b40part8
6319	6355	6065	97036	123702	0.954	15.269	19.576	49012	19.8	7.712	499	182.4	227.3	44.2	0.491	224	144	my5731.c14b40
6319	5926	5565	89035	116770	0.939	15.024	18.479	53039	20.4	8.950	551	181.8	226.6	44.3	0.677	208	128	my8018.c14b40
6319	5663	6167	98678	125186	1.089	17.426	19.810	56295	20.6	9.942	582	181.8	225.8	44.6	0.614	224	128	my8020.c14b40
6319	5670	5941	95058	122611	1.048	16.764	19.403	55609	20.7	9.807	584	181.8	226.0	44.6	0.647	224	96	my8021.c14b40
6316	6943	5095	81524	32666	0.734	11.741	5.172	45380	28.6	6.536	659	144.7	178.3	44.3	3.013	1758	1646	my8021.c14b40part8
6319	16834	363	4415	13972	0.022	0.262	2.211	70281	50.6	4.175	481	105.6	105.7	42.4	0.082	2126	1934	rx56.c7b40
6319	17170	327	2863	11537	0.019	0.167	1.826	71272	51.1	4.151	476	47.3	47.5	42.5	0.173	2174	1982	rx56.c8b40

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.c8b4078.99720.6640.3330.006nonzerononzero0.249
pg123.c8b4082.06517.6220.3070.006nonzero0.051
pg123.c8b40part866.17313.76519.4480.5880.025nonzero0.560
my5731.c14b402.87482.4524.3359.5930.7370.010nonzero0.521
my8018.c14b400.00883.9344.93710.1250.9750.0210.0010.621
my8020.c14b400.00479.8286.96112.5110.6780.0170.0010.521
my8021.c14b400.00582.1525.87211.0670.8690.0340.0010.596
my8021.c14b40part898.7270.2280.0710.6740.2990.001nonzero1.088
rx56.c7b4099.4780.4970.025nonzerononzero0.121
rx56.c8b4099.5360.4390.025nonzerononzero0.082

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.c8b4022.38577.2660.3490.572
pg123.c8b4021.83677.7370.4270.736
pg123.c8b40part898.7181.2380.0420.0030.131
my5731.c14b400.27995.5374.1440.0400.160
my8018.c14b400.09795.9403.8950.0690.195
my8020.c14b400.00997.5832.3720.0370.155
my8021.c14b400.00195.2634.5930.1420.0010.387
my8021.c14b40part825.41173.9080.6320.0450.0040.608
rx56.c7b4047.78351.4850.7300.0020.072
rx56.c8b4048.07851.1110.811nonzero0.066

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
4748	28628	5373	43503	79700	0.188	1.520	16.787	115831	51.1	4.046	286	215.7	255.8	0.0	0.249	3676	2957	pg120.c8b40
4669	28981	5268	42872	79442	0.182	1.479	17.014	117138	50.2	4.042	277	215.7	255.8	0.0	0.051	3564	2989	pg123.c8b40
7899	3728	6553	55203	10169	1.758	14.808	1.287	29221	16.4	7.838	704	183.8	216.5	0.0	0.560	479	272	pg123.c8b40part8
7899	5865	5832	93319	129753	0.994	15.911	16.427	48162	20.5	8.211	559	184.3	229.2	43.9	0.521	208	128	my5731.c14b40
7899	5266	5595	89515	124987	1.062	16.999	15.823	52619	20.9	9.992	635	183.7	228.5	44.1	0.621	192	128	my8018.c14b40
7899	4848	6186	98976	133510	1.276	20.417	16.902	55138	20.6	11.374	680	183.7	227.7	44.6	0.521	208	112	my8020.c14b40
7899	4980	5767	92268	127558	1.158	18.529	16.149	54355	20.7	10.915	665	183.7	227.9	44.6	0.596	192	96	my8021.c14b40
7899	6853	5047	80751	42492	0.737	11.784	5.379	46785	30.3	6.827	707	149.5	183.1	44.3	1.088	1742	1615	my8021.c14b40part8
7899	16637	440	5299	16026	0.026	0.319	2.029	69831	51.2	4.197	492	108.7	112.5	42.7	0.121	2110	1918	rx56.c7b40
7899	16966	444	3490	13251	0.026	0.206	1.678	70645	52.0	4.164	490	48.7	52.5	42.8	0.082	2158	1966	rx56.c8b40

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
464306	0	171	1423	195628	0.000	0.003	0.421	35749	81.8	0.077	28	76.5	116.6	0.0	0.300	60717	44447	pg123.c8b40
298730	0	0	3	112937	0.000	0.000	0.378	45105	76.4	0.151	41	52.5	86.1	43.6	0.392	38375	26480	my8021.c14b40
266312	0	3	11	119083	0.000	0.000	0.447	27543	71.5	0.103	43	39.0	41.1	6.4	0.417	34159	23371	rx56.c7b40
263158	0	0	0	97612	0.000	0.000	0.371	26898	72.8	0.102	44	20.4	22.5	5.8	0.568	33962	22874	rx56.c8b40
-
461627	0	167	1388	194746	0.000	0.003	0.422	35168	81.3	0.076	28	76.5	116.6	0.0	0.584	60633	45273	pg120.c8b40
464306	0	171	1423	195628	0.000	0.003	0.421	35749	81.8	0.077	28	76.5	116.6	0.0	0.300	60717	44447	pg123.c8b40
-
376648	0	0	3	138012	0.000	0.000	0.366	37774	75.4	0.100	32	52.7	86.2	43.4	0.424	49645	33363	my5731.c14b40
309598	0	0	4	118137	0.000	0.000	0.382	77510	77.0	0.250	40	52.5	86.1	43.6	0.446	40025	27669	my8018.c14b40
306984	0	0	4	116146	0.000	0.000	0.378	46232	76.4	0.151	40	52.5	86.1	43.6	0.568	39971	27665	my8020.c14b40
298730	0	0	3	112937	0.000	0.000	0.378	45105	76.4	0.151	41	52.5	86.1	43.6	0.392	38375	26480	my8021.c14b40
-
373657	0	0	2	129293	0.000	0.000	0.346	39517	75.4	0.106	32	54.0	87.5	46.0	0.427	49045	33363	my5731.c15b40
304182	0	0	2	114757	0.000	0.000	0.377	78469	76.1	0.258	40	53.1	86.7	46.2	0.637	39776	26771	my8018.c15b40
298619	0	0	2	113312	0.000	0.000	0.379	48260	76.5	0.162	41	53.1	86.7	46.1	0.434	39278	26870	my8020.c15b40
287150	0	0	2	108965	0.000	0.000	0.379	46944	76.1	0.163	42	53.1	86.7	46.1	0.459	37057	25471	my8021.c15b40
-
266312	0	3	11	119083	0.000	0.000	0.447	27543	71.5	0.103	43	39.0	41.1	6.4	0.417	34159	23371	rx56.c7b40
263158	0	0	0	97612	0.000	0.000	0.371	26898	72.8	0.102	44	20.4	22.5	5.8	0.568	33962	22874	rx56.c8b40
-
466200	0	0	3	191418	0.000	0.000	0.411	35224	81.7	0.076	28	76.5	116.6	0.0	0.793	60033	43446	pg123.c8b40part8
-
369515	0	0	2	134626	0.000	0.000	0.364	37349	74.5	0.101	32	53.1	86.6	43.4	0.398	48845	33263	my5731.c14b40part8
304414	0	0	4	115845	0.000	0.000	0.381	75724	75.8	0.249	40	53.1	86.6	43.6	0.529	39655	25072	my8018.c14b40part8
297066	0	0	3	112440	0.000	0.000	0.379	44991	76.1	0.151	41	53.1	86.6	43.6	0.409	38557	26577	my8020.c14b40part8
287047	0	0	3	108766	0.000	0.000	0.379	43968	75.6	0.153	42	53.1	86.6	43.6	0.384	36758	25671	my8021.c14b40part8
-
262553	0	0	1	88859	0.000	0.000	0.338	28386	53.9	0.108	33	54.3	87.8	46.0	6.280	45349	0	my5731.c15b40part8
233372	0	0	2	82121	0.000	0.000	0.352	59217	58.6	0.254	40	53.7	87.2	46.2	7.621	38085	0	my8018.c15b40part8
288184	0	0	2	109608	0.000	0.000	0.380	46952	75.4	0.163	42	53.7	87.2	46.1	0.465	37557	25472	my8020.c15b40part8
276434	0	0	2	105269	0.000	0.000	0.381	45894	74.8	0.166	43	53.7	87.2	46.1	0.353	36059	25372	my8021.c15b40part8
-
467836	0	170	1413	197052	0.000	0.003	0.421	36098	81.4	0.077	28	76.5	116.6	0.8	0.659	60832	47344	pg123.c8b40vac0
463499	0	171	1419	195356	0.000	0.003	0.421	35685	81.7	0.077	28	76.5	116.6	2.8	0.593	59847	44842	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
411151	0	8149	129159	131389	0.020	0.314	0.320	14034	23.7	0.034	9	147.0	187.1	0.1	0.008	NA	NA	pg123.c8b40
278780	0	1629	139118	207242	0.006	0.499	0.743	19376	17.5	0.070	10	117.3	150.9	46.0	0.006	NA	NA	my8021.c14b40
389343	0	2976	79957	71035	0.008	0.205	0.182	5028	32.5	0.013	13	89.1	91.2	44.2	0.005	NA	NA	rx56.c7b40
396285	0	2241	61367	58052	0.006	0.155	0.146	4269	34.8	0.011	14	38.7	40.8	43.8	0.005	NA	NA	rx56.c8b40
-
414130	0	8209	130164	132487	0.020	0.314	0.320	14100	24.1	0.034	9	147.0	187.1	0.0	0.006	NA	NA	pg120.c8b40
411151	0	8149	129159	131389	0.020	0.314	0.320	14034	23.7	0.034	9	147.0	187.1	0.1	0.008	NA	NA	pg123.c8b40
-
252796	0	1459	124205	187515	0.006	0.491	0.742	16114	13.5	0.064	9	117.7	151.2	45.8	0.043	NA	NA	my5731.c14b40
257267	0	1345	107920	191190	0.005	0.419	0.743	22613	15.6	0.088	10	117.3	150.9	46.0	0.019	NA	NA	my8018.c14b40
272421	0	1598	136576	202184	0.006	0.501	0.742	18442	17.4	0.068	10	117.3	150.9	46.0	0.004	NA	NA	my8020.c14b40
278780	0	1629	139118	207242	0.006	0.499	0.743	19376	17.5	0.070	10	117.3	150.9	46.0	0.006	NA	NA	my8021.c14b40
-
237983	0	1995	126223	183098	0.008	0.530	0.769	20075	13.1	0.084	9	120.4	154.0	48.4	0.050	NA	NA	my5731.c15b40
231376	0	1942	122843	173839	0.008	0.531	0.751	31642	14.8	0.137	10	118.6	152.1	49.1	0.024	NA	NA	my8018.c15b40
220717	0	1854	117430	164557	0.008	0.532	0.746	25307	15.0	0.115	11	118.6	152.2	49.1	0.027	NA	NA	my8020.c15b40
225190	0	1886	119623	168086	0.008	0.531	0.746	26030	14.7	0.116	10	118.6	152.2	49.0	0.022	NA	NA	my8021.c15b40
-
389343	0	2976	79957	71035	0.008	0.205	0.182	5028	32.5	0.013	13	89.1	91.2	44.2	0.005	NA	NA	rx56.c7b40
396285	0	2241	61367	58052	0.006	0.155	0.146	4269	34.8	0.011	14	38.7	40.8	43.8	0.005	NA	NA	rx56.c8b40
-
478529	0	7258	115410	136624	0.015	0.241	0.286	12925	26.1	0.027	9	147.0	187.0	0.0	0.005	NA	NA	pg123.c8b40part8
-
329530	0	1660	54912	192823	0.005	0.167	0.585	25977	13.9	0.079	7	118.0	151.6	45.7	0.003	NA	NA	my5731.c14b40part8
331442	0	1703	59525	193750	0.005	0.180	0.585	40674	17.0	0.123	8	117.8	151.4	45.9	0.006	NA	NA	my8018.c14b40part8
375987	0	1951	81016	219196	0.005	0.215	0.583	35566	19.2	0.095	8	117.8	151.4	45.8	0.006	NA	NA	my8020.c14b40part8
389343	0	2015	79193	227046	0.005	0.203	0.583	36314	19.8	0.093	8	117.8	151.4	45.8	0.006	NA	NA	my8021.c14b40part8
-
185681	0	1881	48864	114658	0.010	0.263	0.617	65941	12.1	0.355	10	120.7	154.2	48.2	0.004	NA	NA	my5731.c15b40part8
184355	0	1924	55856	113730	0.010	0.303	0.617	78154	13.1	0.424	11	119.1	152.7	48.8	0.005	NA	NA	my8018.c15b40part8
281924	0	2778	81236	165285	0.010	0.288	0.586	44844	14.9	0.159	8	119.1	152.7	48.8	0.005	NA	NA	my8020.c15b40part8
288845	0	2944	86387	169062	0.010	0.299	0.585	46403	15.4	0.161	9	119.1	152.7	48.8	0.005	NA	NA	my8021.c15b40part8
-
415205	0	8360	129419	132951	0.020	0.312	0.320	14564	23.8	0.035	9	147.0	187.1	0.0	0.005	NA	NA	pg123.c8b40vac0
400651	0	8104	124780	127790	0.020	0.311	0.319	14161	23.0	0.035	9	147.0	187.1	0.2	0.016	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
11034	0	3324	27627	133424	0.301	2.504	12.092	11101	18.5	1.006	268	171.1	211.2	0.0	1.085	799	350	pg123.c8b40
20904	0	2641	42259	175885	0.126	2.022	8.414	73724	21.8	3.527	167	177.8	222.1	46.0	1.550	599	100	my8021.c14b40
105541	0	531	5500	127407	0.005	0.052	1.207	32547	49.4	0.308	75	98.8	99.1	42.0	0.451	13335	8240	rx56.c7b40
103359	0	764	9460	129827	0.007	0.092	1.256	31532	53.4	0.305	83	48.5	48.9	42.0	0.540	13042	8345	rx56.c8b40
-
10616	0	3393	28180	131639	0.320	2.655	12.400	11174	18.2	1.053	274	171.2	211.2	0.0	1.111	1049	350	pg120.c8b40
11034	0	3324	27627	133424	0.301	2.504	12.092	11101	18.5	1.006	268	171.1	211.2	0.0	1.085	799	350	pg123.c8b40
-
20015	0	2642	42265	165907	0.132	2.112	8.289	30595	18.7	1.529	149	178.4	223.3	45.8	1.935	649	100	my5731.c14b40
19007	0	2532	40510	157596	0.133	2.131	8.292	73199	19.6	3.851	165	177.8	222.6	46.0	1.905	499	50	my8018.c14b40
20774	0	2612	41797	173975	0.126	2.012	8.375	74069	21.4	3.565	165	177.8	221.9	46.0	1.499	450	150	my8020.c14b40
20904	0	2641	42259	175885	0.126	2.022	8.414	73724	21.8	3.527	167	177.8	222.1	46.0	1.550	599	100	my8021.c14b40
-
18631	0	3596	28764	121565	0.193	1.544	6.525	38962	14.4	2.091	124	175.5	222.0	48.4	1.540	449	100	my5731.c15b40
17215	0	3364	26916	113137	0.195	1.563	6.572	84069	15.5	4.883	144	172.8	219.0	49.1	1.932	400	100	my8018.c15b40
19389	0	3689	29511	122281	0.190	1.522	6.307	84170	17.0	4.341	140	172.8	217.3	49.1	1.464	350	100	my8020.c15b40
18692	0	3716	29725	122331	0.199	1.590	6.545	84938	17.5	4.544	150	172.8	218.8	49.0	1.611	400	100	my8021.c15b40
-
105541	0	531	5500	127407	0.005	0.052	1.207	32547	49.4	0.308	75	98.8	99.1	42.0	0.451	13335	8240	rx56.c7b40
103359	0	764	9460	129827	0.007	0.092	1.256	31532	53.4	0.305	83	48.5	48.9	42.0	0.540	13042	8345	rx56.c8b40
-
160642	0	887	7744	172424	0.006	0.048	1.073	34709	59.7	0.216	59	164.9	205.0	0.0	0.556	25984	549	pg123.c8b40part8
-
143113	0	1	16	134048	0.000	0.000	0.937	33699	57.1	0.235	64	133.0	166.5	45.7	0.392	19628	3246	my5731.c14b40part8
121951	0	1	15	117827	0.000	0.000	0.966	79396	61.6	0.651	81	132.8	166.4	45.9	0.409	16980	3097	my8018.c14b40part8
115274	0	250	3996	155278	0.002	0.035	1.347	51514	60.7	0.447	84	132.8	166.3	45.8	1.943	15847	150	my8020.c14b40part8
112202	0	268	4293	157138	0.002	0.038	1.400	51304	60.9	0.457	87	132.8	166.3	45.8	0.697	15382	200	my8021.c14b40part8
-
139373	0	1	9	111754	0.000	0.000	0.802	35172	57.8	0.252	66	136.3	169.8	48.2	0.328	18579	4045	my5731.c15b40part8
121212	0	1	10	98857	0.000	0.000	0.816	81973	62.7	0.676	83	134.4	168.0	48.8	0.361	16132	3146	my8018.c15b40part8
109140	0	488	3908	119578	0.004	0.036	1.096	55790	58.4	0.511	86	134.4	168.0	48.8	1.553	15782	200	my8020.c15b40part8
108254	0	477	3816	122123	0.004	0.035	1.128	55339	59.4	0.511	88	134.4	168.0	48.8	0.371	15283	200	my8021.c15b40part8
-
12459	0	3533	29105	142559	0.284	2.336	11.442	11875	19.5	0.953	250	171.2	211.2	0.0	0.808	1149	350	pg123.c8b40vac0
11156	0	3490	28783	137378	0.313	2.580	12.314	11476	19.0	1.029	272	171.1	211.2	0.0	0.765	1099	350	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
789	33150	610	5096	9800	0.018	0.154	12.415	129061	40.6	3.893	196	174.0	214.1	0.0	0.024	4157	4075	pg123.c8b40
789	3558	7233	115725	52576	2.033	32.521	66.603	39868	9.9	11.204	445	178.0	222.3	45.4	0.630	272	144	my8021.c14b40
790	17699	0	0	276	0.000	0.000	0.349	72981	46.9	4.124	424	99.0	99.8	42.1	0.028	2237	2158	rx56.c7b40
790	17900	76	665	2313	0.004	0.037	2.928	73757	47.2	4.120	422	44.1	44.9	42.2	0.020	2237	2126	rx56.c8b40
-
790	32682	609	5115	18269	0.019	0.157	23.129	126576	41.2	3.873	202	174.1	214.1	0.0	0.022	4174	3948	pg120.c8b40
789	33150	610	5096	9800	0.018	0.154	12.415	129061	40.6	3.893	196	174.0	214.1	0.0	0.024	4157	4075	pg123.c8b40
-
790	5264	7052	112834	52599	1.340	21.435	66.590	39505	12.2	7.505	371	178.6	223.5	45.6	0.618	272	112	my5731.c14b40
790	5384	5979	95661	50283	1.111	17.769	63.658	43169	13.2	8.018	392	178.0	222.8	45.5	0.632	240	96	my8018.c14b40
790	4489	6848	109565	50926	1.526	24.410	64.471	42497	11.6	9.468	413	178.0	222.1	45.5	0.790	256	112	my8020.c14b40
789	3558	7233	115725	52576	2.033	32.521	66.603	39868	9.9	11.204	445	178.0	222.3	45.4	0.630	272	144	my8021.c14b40
-
790	4262	8986	71889	33428	2.108	16.868	42.319	43080	10.5	10.108	394	175.7	222.2	48.1	0.740	400	176	my5731.c15b40
790	3693	7919	63355	32729	2.144	17.156	41.435	44277	10.0	11.990	433	173.0	219.2	48.4	0.915	400	144	my8018.c15b40
790	4298	8827	70618	31766	2.054	16.430	40.216	49312	11.5	11.473	428	173.0	217.5	48.7	0.637	479	256	my8020.c15b40
790	4132	8910	71280	33864	2.156	17.249	42.872	50282	11.4	12.168	441	173.0	219.0	48.3	0.556	591	288	my8021.c15b40
-
790	17699	0	0	276	0.000	0.000	0.349	72981	46.9	4.124	424	99.0	99.8	42.1	0.028	2237	2158	rx56.c7b40
790	17900	76	665	2313	0.004	0.037	2.928	73757	47.2	4.120	422	44.1	44.9	42.2	0.020	2237	2126	rx56.c8b40
-
790	6670	4295	36682	3531	0.644	5.499	4.470	34958	23.6	5.241	566	165.6	205.6	0.0	0.301	799	416	pg123.c8b40part8
-
790	8157	4703	75243	4824	0.577	9.225	6.107	41745	24.9	5.118	488	133.5	167.0	45.4	2.352	32	0	my5731.c14b40part8
790	7520	4418	70687	4456	0.587	9.399	5.641	39480	25.0	5.250	532	133.2	166.8	45.4	2.265	32	16	my8018.c14b40part8
790	7275	4613	73807	4480	0.634	10.145	5.671	38912	24.4	5.349	537	133.2	166.8	45.4	3.306	1838	1760	my8020.c14b40part8
789	7362	4686	74968	4656	0.636	10.184	5.898	39390	24.8	5.351	539	133.2	166.8	45.3	2.383	1838	1774	my8021.c14b40part8
-
790	8377	5566	44527	4369	0.664	5.315	5.531	44676	25.5	5.333	487	136.8	170.3	47.7	2.264	80	16	my5731.c15b40part8
790	7715	5551	44406	4452	0.719	5.756	5.636	42944	25.3	5.566	525	134.9	168.5	48.2	2.196	80	32	my8018.c15b40part8
790	7599	5447	43576	4324	0.717	5.734	5.474	42368	25.0	5.575	526	134.9	168.5	48.2	1.730	64	32	my8020.c15b40part8
789	7548	5626	45005	4493	0.745	5.963	5.692	42551	25.2	5.638	534	135.0	168.5	48.2	2.236	1854	1774	my8021.c15b40part8
-
790	15303	6032	49052	26168	0.394	3.205	33.129	71787	22.7	4.691	237	174.1	214.1	0.0	0.243	1119	751	pg123.c8b40vac0
790	32436	608	5094	17996	0.019	0.157	22.782	125814	39.8	3.879	196	174.0	214.1	0.0	0.028	4123	3916	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	31923	1376	11507	34761	0.043	0.360	22.016	124237	43.8	3.892	220	180.3	220.3	0.0	0.036	4139	3662	pg123.c8b40
1580	6895	5882	94105	69648	0.853	13.648	44.087	51978	17.0	7.539	394	178.4	222.6	45.2	0.642	240	128	my8021.c14b40
1580	17629	31	336	2763	0.002	0.019	1.749	72657	47.6	4.122	432	99.7	101.1	42.1	0.025	2237	2046	rx56.c7b40
1580	17935	39	362	2012	0.002	0.020	1.273	73858	47.4	4.118	423	44.5	46.0	42.3	0.065	2285	2109	rx56.c8b40
-
1578	31893	1363	11318	32642	0.043	0.355	20.686	124346	43.2	3.899	217	180.3	220.3	0.0	0.020	4079	3740	pg120.c8b40
1579	31923	1376	11507	34761	0.043	0.360	22.016	124237	43.8	3.892	220	180.3	220.3	0.0	0.036	4139	3662	pg123.c8b40
-
1580	7507	6194	99109	69137	0.825	13.202	43.763	47561	16.7	6.335	356	179.0	223.9	45.0	0.579	256	144	my5731.c14b40
1580	6987	5569	89109	68232	0.797	12.754	43.190	50145	16.9	7.177	387	178.4	223.2	45.2	0.949	240	112	my8018.c14b40
1580	6906	6199	99178	71236	0.898	14.362	45.092	52926	17.2	7.664	399	178.4	222.4	45.2	0.613	256	144	my8020.c14b40
1580	6895	5882	94105	69648	0.853	13.648	44.087	51978	17.0	7.539	394	178.4	222.6	45.2	0.642	240	128	my8021.c14b40
-
1580	6750	7941	63525	35634	1.176	9.410	22.556	48657	15.1	7.208	358	176.1	222.6	47.8	0.784	384	176	my5731.c15b40
1580	5670	7236	57886	34723	1.276	10.210	21.979	48478	14.1	8.550	398	173.4	219.6	48.0	0.941	368	144	my8018.c15b40
1580	6543	7722	61772	34246	1.180	9.440	21.677	54061	16.0	8.262	391	173.4	217.9	48.0	0.734	400	208	my8020.c15b40
1580	4687	8116	64930	35113	1.732	13.853	22.226	48094	12.4	10.261	423	173.4	219.4	48.0	0.636	576	304	my8021.c15b40
-
1580	17629	31	336	2763	0.002	0.019	1.749	72657	47.6	4.122	432	99.7	101.1	42.1	0.025	2237	2046	rx56.c7b40
1580	17935	39	362	2012	0.002	0.020	1.273	73858	47.4	4.118	423	44.5	46.0	42.3	0.065	2285	2109	rx56.c8b40
-
1580	6308	4556	38945	3358	0.722	6.174	2.126	34102	22.8	5.406	578	166.7	206.8	0.0	0.308	735	400	pg123.c8b40part8
-
1580	8135	4622	73958	5679	0.568	9.091	3.595	41622	25.2	5.116	496	134.8	168.3	44.9	2.817	32	0	my5731.c14b40part8
1580	7481	4586	73368	5597	0.613	9.808	3.543	39938	24.8	5.339	530	134.5	168.1	45.1	3.101	32	16	my8018.c14b40part8
1579	7366	4540	72646	5434	0.616	9.863	3.441	39337	25.1	5.341	545	134.5	168.1	45.1	2.876	1838	1758	my8020.c14b40part8
1579	7302	4653	74443	5612	0.637	10.194	3.554	39315	25.2	5.384	552	134.5	168.1	44.8	2.514	1838	1742	my8021.c14b40part8
-
1580	8352	5642	45135	5527	0.676	5.404	3.498	44970	25.5	5.384	489	138.0	171.5	47.2	2.543	64	0	my5731.c15b40part8
1579	7692	5437	43499	5295	0.707	5.655	3.354	42928	25.4	5.581	528	136.1	169.7	47.9	1.551	64	16	my8018.c15b40part8
1580	7553	5642	45140	5538	0.747	5.976	3.505	42859	26.0	5.674	551	136.1	169.7	47.6	1.122	64	32	my8020.c15b40part8
1580	7523	5639	45112	5499	0.750	5.997	3.481	42737	25.7	5.681	547	136.1	169.7	47.8	2.463	1838	1774	my8021.c15b40part8
-
1579	14726	7414	61110	44146	0.503	4.150	27.960	72635	24.2	4.932	263	180.3	220.3	0.0	0.247	607	368	pg123.c8b40vac0
1579	31498	1412	11798	34845	0.045	0.375	22.069	122956	42.6	3.904	216	180.3	220.3	0.0	0.023	4062	3644	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
3158	30215	3393	28224	67798	0.112	0.934	21.470	119538	48.6	3.956	257	192.9	233.0	0.0	0.048	3931	3132	pg123.c8b40
3160	6570	5885	94167	94285	0.896	14.334	29.841	54181	18.5	8.247	451	179.1	223.4	44.9	0.605	240	144	my8021.c14b40
3158	17346	154	1808	5794	0.009	0.104	1.835	71857	48.6	4.143	448	101.0	104.0	42.2	0.087	2190	2015	rx56.c7b40
3160	17708	81	958	4567	0.005	0.054	1.446	73014	48.5	4.123	438	45.2	48.1	42.7	0.083	2253	2046	rx56.c8b40
-
3158	29972	3398	28066	67560	0.113	0.936	21.395	118810	48.0	3.964	256	192.9	233.0	0.0	0.019	3980	3100	pg120.c8b40
3158	30215	3393	28224	67798	0.112	0.934	21.470	119538	48.6	3.956	257	192.9	233.0	0.0	0.048	3931	3132	pg123.c8b40
-
3160	7102	6175	98806	96516	0.869	13.911	30.547	48455	18.0	6.822	405	179.8	224.7	44.7	0.654	256	144	my5731.c14b40
3160	6664	5492	87868	92426	0.824	13.185	29.252	51574	18.1	7.739	435	179.1	223.9	44.6	0.678	224	96	my8018.c14b40
3160	6577	6026	96421	95553	0.916	14.660	30.242	54581	18.5	8.299	450	179.1	223.2	44.9	0.688	240	112	my8020.c14b40
3160	6570	5885	94167	94285	0.896	14.334	29.841	54181	18.5	8.247	451	179.1	223.4	44.9	0.605	240	144	my8021.c14b40
-
3158	7277	7649	61194	51199	1.051	8.409	16.214	52713	17.3	7.244	380	177.4	223.9	47.5	0.664	400	224	my5731.c15b40
3160	6675	7246	57972	50158	1.086	8.685	15.875	56044	17.7	8.396	424	174.7	220.9	48.0	0.704	368	176	my8018.c15b40
3160	6634	7486	59885	49956	1.128	9.027	15.811	58430	17.7	8.807	427	174.7	219.2	47.7	0.589	384	208	my8020.c15b40
3160	6012	7606	60851	50184	1.265	10.122	15.883	56531	16.8	9.403	447	174.7	220.7	48.0	0.727	416	160	my8021.c15b40
-
3158	17346	154	1808	5794	0.009	0.104	1.835	71857	48.6	4.143	448	101.0	104.0	42.2	0.087	2190	2015	rx56.c7b40
3160	17708	81	958	4567	0.005	0.054	1.446	73014	48.5	4.123	438	45.2	48.1	42.7	0.083	2253	2046	rx56.c8b40
-
3160	5736	4955	42252	4277	0.864	7.367	1.354	32934	21.5	5.742	600	169.1	206.2	0.0	0.475	623	336	pg123.c8b40part8
-
3160	8060	4478	71643	8494	0.556	8.889	2.688	41535	25.6	5.153	508	137.2	170.8	44.6	3.591	32	0	my5731.c14b40part8
3158	7420	4278	68440	8019	0.576	9.224	2.539	39996	25.8	5.390	556	137.0	170.6	44.8	2.992	32	0	my8018.c14b40part8
3160	7285	4664	74631	9146	0.640	10.244	2.895	40216	25.7	5.520	564	137.0	170.6	44.6	2.885	1822	1711	my8020.c14b40part8
3158	7229	4700	75201	10254	0.650	10.402	3.247	40185	25.8	5.559	571	137.1	170.6	44.3	2.240	1807	1710	my8021.c14b40part8
-
3160	8264	5698	45588	8208	0.690	5.516	2.598	45316	26.4	5.484	511	140.3	173.9	47.2	3.565	64	16	my5731.c15b40part8
3158	7579	5532	44256	9109	0.730	5.839	2.885	43880	26.6	5.789	562	138.4	172.0	47.2	1.735	48	16	my8018.c15b40part8
3160	7480	5753	46021	9142	0.769	6.152	2.893	44041	26.4	5.888	565	138.4	172.0	47.2	1.860	64	32	my8020.c15b40part8
3160	7428	5770	46159	9176	0.777	6.214	2.904	43846	26.5	5.903	571	138.4	172.0	47.5	2.628	1838	1758	my8021.c15b40part8
-
3112	9938	10439	85224	78271	1.050	8.576	25.153	61169	25.0	6.155	403	192.9	233.0	0.0	0.286	463	288	pg123.c8b40vac0
3160	29795	3426	28514	67727	0.115	0.957	21.435	118158	47.3	3.966	254	192.9	233.0	0.0	0.027	4043	3084	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
4314	29232	5068	41678	80995	0.173	1.426	18.777	117591	50.8	4.023	278	206.9	246.9	0.0	0.036	3724	3037	pg123.c8b40
4739	6164	5894	94300	111589	0.956	15.297	23.545	55263	19.7	8.965	511	180.2	224.5	44.6	0.686	224	128	my8021.c14b40
4739	17071	303	3454	11194	0.018	0.202	2.362	70966	49.6	4.157	465	103.0	104.2	42.8	0.077	2174	1950	rx56.c7b40
4739	17450	187	1796	8379	0.011	0.103	1.768	72098	49.9	4.132	458	46.0	47.2	42.8	0.078	2206	2014	rx56.c8b40
-
4528	28589	5543	45290	83730	0.194	1.584	18.490	115923	51.3	4.055	287	206.9	247.0	0.0	0.056	3580	2957	pg120.c8b40
4314	29232	5068	41678	80995	0.173	1.426	18.777	117591	50.8	4.023	278	206.9	246.9	0.0	0.036	3724	3037	pg123.c8b40
-
4739	6777	6227	99628	114410	0.919	14.701	24.140	49244	18.9	7.266	446	180.9	225.8	44.4	0.540	240	144	my5731.c14b40
4739	6333	5624	89976	107164	0.888	14.208	22.611	52598	19.3	8.306	488	180.2	225.1	44.3	0.547	224	112	my8018.c14b40
4739	6183	5955	95277	111914	0.963	15.409	23.614	55520	19.6	8.979	507	180.2	224.3	44.6	0.595	240	112	my8020.c14b40
4739	6164	5894	94300	111589	0.956	15.297	23.545	55263	19.7	8.965	511	180.2	224.5	44.6	0.686	224	128	my8021.c14b40
-
4737	6218	8077	64619	70223	1.299	10.392	14.825	53136	17.3	8.545	445	182.8	229.3	47.3	0.427	352	192	my5731.c15b40
4737	5491	7777	62214	68748	1.416	11.331	14.514	59007	17.3	10.746	504	180.0	226.2	47.7	0.671	336	160	my8018.c15b40
4739	5299	8272	66175	69631	1.561	12.488	14.692	62179	17.5	11.734	528	180.0	224.5	47.3	0.565	352	192	my8020.c15b40
4739	5260	7849	62790	68673	1.492	11.938	14.490	61595	17.3	11.711	526	180.0	226.0	47.6	0.629	336	144	my8021.c15b40
-
4739	17071	303	3454	11194	0.018	0.202	2.362	70966	49.6	4.157	465	103.0	104.2	42.8	0.077	2174	1950	rx56.c7b40
4739	17450	187	1796	8379	0.011	0.103	1.768	72098	49.9	4.132	458	46.0	47.2	42.8	0.078	2206	2014	rx56.c8b40
-
4737	5080	5606	47584	6089	1.104	9.368	1.285	31954	19.7	6.291	621	172.9	207.7	0.0	0.484	559	256	pg123.c8b40part8
-
4739	7962	4555	72886	12751	0.572	9.154	2.690	41795	26.5	5.249	533	139.8	173.3	44.6	2.579	32	16	my5731.c14b40part8
4739	7327	4338	69402	12410	0.592	9.472	2.619	40658	26.9	5.549	587	139.5	173.1	44.6	3.052	32	0	my8018.c14b40part8
4739	7211	4659	74542	12981	0.646	10.338	2.739	40662	27.1	5.639	601	139.5	173.0	44.3	3.138	1806	1710	my8020.c14b40part8
4739	7159	4762	76193	13337	0.665	10.644	2.814	40807	27.0	5.700	603	139.5	173.0	44.3	2.288	1806	1710	my8021.c14b40part8
-
4739	8141	5904	47230	13837	0.725	5.801	2.920	46294	27.3	5.686	537	143.4	176.9	47.2	1.069	48	32	my5731.c15b40part8
4737	7491	5607	44859	13298	0.749	5.988	2.807	44974	27.1	6.004	579	141.4	175.0	47.2	2.945	48	0	my8018.c15b40part8
4739	7372	5818	46540	13755	0.789	6.313	2.902	45058	27.4	6.112	595	141.4	174.9	47.2	2.084	48	16	my8020.c15b40part8
4739	7322	6033	48266	14170	0.824	6.592	2.990	45457	27.5	6.208	601	141.4	175.0	47.2	1.657	1820	1726	my8021.c15b40part8
-
3509	4540	11824	95469	77929	2.605	21.030	22.206	43588	17.2	9.601	606	206.9	246.9	0.0	0.291	559	192	pg123.c8b40vac0
4472	28306	5603	45859	89344	0.198	1.620	19.979	114941	51.3	4.061	290	206.9	247.0	0.0	0.030	3884	2941	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
4762	29338	5323	43415	76760	0.181	1.480	16.119	118755	50.0	4.048	273	212.7	252.7	0.0	0.131	3822	3052	pg123.c8b40
6319	5670	5941	95058	122611	1.048	16.764	19.403	55609	20.7	9.807	584	181.8	226.0	44.6	0.647	224	96	my8021.c14b40
6319	16834	363	4415	13972	0.022	0.262	2.211	70281	50.6	4.175	481	105.6	105.7	42.4	0.082	2126	1934	rx56.c7b40
6319	17170	327	2863	11537	0.019	0.167	1.826	71272	51.1	4.151	476	47.3	47.5	42.5	0.173	2174	1982	rx56.c8b40
-
5039	28464	5728	46466	83413	0.201	1.632	16.553	115766	51.2	4.067	288	212.7	252.7	0.0	0.066	3884	2941	pg120.c8b40
4762	29338	5323	43415	76760	0.181	1.480	16.119	118755	50.0	4.048	273	212.7	252.7	0.0	0.131	3822	3052	pg123.c8b40
-
6319	6355	6065	97036	123702	0.954	15.269	19.576	49012	19.8	7.712	499	182.4	227.3	44.2	0.491	224	144	my5731.c14b40
6319	5926	5565	89035	116770	0.939	15.024	18.479	53039	20.4	8.950	551	181.8	226.6	44.3	0.677	208	128	my8018.c14b40
6319	5663	6167	98678	125186	1.089	17.426	19.810	56295	20.6	9.942	582	181.8	225.8	44.6	0.614	224	128	my8020.c14b40
6319	5670	5941	95058	122611	1.048	16.764	19.403	55609	20.7	9.807	584	181.8	226.0	44.6	0.647	224	96	my8021.c14b40
-
6316	4376	8715	69723	74690	1.991	15.932	11.826	48921	15.3	11.178	559	188.2	234.7	47.0	0.570	320	192	my5731.c15b40
6319	3724	8202	65616	71981	2.203	17.621	11.391	53949	15.3	14.488	657	185.4	231.5	47.7	0.682	304	160	my8018.c15b40
6319	3693	8688	69505	72809	2.353	18.821	11.522	57651	15.5	15.611	672	185.4	229.9	46.6	0.530	336	176	my8020.c15b40
6319	3579	8345	66763	71994	2.332	18.653	11.393	56636	15.2	15.823	679	185.4	231.4	47.3	0.671	320	160	my8021.c15b40
-
6319	16834	363	4415	13972	0.022	0.262	2.211	70281	50.6	4.175	481	105.6	105.7	42.4	0.082	2126	1934	rx56.c7b40
6319	17170	327	2863	11537	0.019	0.167	1.826	71272	51.1	4.151	476	47.3	47.5	42.5	0.173	2174	1982	rx56.c8b40
-
6316	4380	5985	50499	8301	1.366	11.529	1.314	30306	18.0	6.919	658	177.6	211.0	0.0	0.347	543	240	pg123.c8b40part8
-
6319	7756	4956	79288	30422	0.639	10.223	4.814	43561	27.5	5.616	567	144.9	178.4	44.4	2.122	16	0	my5731.c14b40part8
6319	7143	4696	75133	29849	0.657	10.519	4.724	43983	28.2	6.158	632	144.7	178.2	44.3	2.322	16	0	my8018.c14b40part8
6319	7009	5149	82390	32350	0.735	11.756	5.119	45004	28.5	6.421	651	144.7	178.3	44.0	2.436	1758	1646	my8020.c14b40part8
6316	6943	5095	81524	32666	0.734	11.741	5.172	45380	28.6	6.536	659	144.7	178.3	44.3	3.013	1758	1646	my8021.c14b40part8
-
6316	7969	5898	47188	23640	0.740	5.921	3.743	47415	27.8	5.950	558	148.2	181.8	46.9	4.037	48	0	my5731.c15b40part8
6319	7356	5852	46815	23909	0.796	6.364	3.783	49016	28.5	6.664	620	146.2	179.7	47.2	2.496	32	16	my8018.c15b40part8
6316	7203	5853	46826	23895	0.813	6.501	3.783	49058	28.8	6.811	640	146.2	179.7	46.6	2.774	32	16	my8020.c15b40part8
6319	7165	5967	47734	24107	0.833	6.662	3.815	49006	29.1	6.840	650	146.2	179.7	46.9	2.547	1775	1694	my8021.c15b40part8
-
3810	4325	12291	98500	75418	2.842	22.775	19.797	43757	16.3	10.117	603	212.7	252.7	0.0	0.234	607	176	pg123.c8b40vac0
5055	28086	6033	48485	86877	0.215	1.726	17.187	115056	51.0	4.097	291	212.7	252.7	0.0	0.052	3868	2924	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
4669	28981	5268	42872	79442	0.182	1.479	17.014	117138	50.2	4.042	277	215.7	255.8	0.0	0.051	3564	2989	pg123.c8b40
7899	4980	5767	92268	127558	1.158	18.529	16.149	54355	20.7	10.915	665	183.7	227.9	44.6	0.596	192	96	my8021.c14b40
7899	16637	440	5299	16026	0.026	0.319	2.029	69831	51.2	4.197	492	108.7	112.5	42.7	0.121	2110	1918	rx56.c7b40
7899	16966	444	3490	13251	0.026	0.206	1.678	70645	52.0	4.164	490	48.7	52.5	42.8	0.082	2158	1966	rx56.c8b40
-
4748	28628	5373	43503	79700	0.188	1.520	16.787	115831	51.1	4.046	286	215.7	255.8	0.0	0.249	3676	2957	pg120.c8b40
4669	28981	5268	42872	79442	0.182	1.479	17.014	117138	50.2	4.042	277	215.7	255.8	0.0	0.051	3564	2989	pg123.c8b40
-
7899	5865	5832	93319	129753	0.994	15.911	16.427	48162	20.5	8.211	559	184.3	229.2	43.9	0.521	208	128	my5731.c14b40
7899	5266	5595	89515	124987	1.062	16.999	15.823	52619	20.9	9.992	635	183.7	228.5	44.1	0.621	192	128	my8018.c14b40
7899	4848	6186	98976	133510	1.276	20.417	16.902	55138	20.6	11.374	680	183.7	227.7	44.6	0.521	208	112	my8020.c14b40
7899	4980	5767	92268	127558	1.158	18.529	16.149	54355	20.7	10.915	665	183.7	227.9	44.6	0.596	192	96	my8021.c14b40
-
7899	3043	8928	71428	78977	2.934	23.472	9.998	45960	14.1	15.103	741	191.8	238.4	47.0	0.524	336	208	my5731.c15b40
7899	2814	8707	69656	78337	3.094	24.753	9.917	53622	14.8	19.055	842	188.9	235.1	47.7	0.829	336	176	my8018.c15b40
7899	2823	8786	70284	77832	3.112	24.900	9.853	56886	14.9	20.153	845	188.9	233.4	46.6	0.584	352	192	my8020.c15b40
7899	2771	8642	69135	77270	3.118	24.948	9.782	56454	15.0	20.372	866	188.9	234.9	46.9	0.718	336	160	my8021.c15b40
-
7899	16637	440	5299	16026	0.026	0.319	2.029	69831	51.2	4.197	492	108.7	112.5	42.7	0.121	2110	1918	rx56.c7b40
7899	16966	444	3490	13251	0.026	0.206	1.678	70645	52.0	4.164	490	48.7	52.5	42.8	0.082	2158	1966	rx56.c8b40
-
7899	3728	6553	55203	10169	1.758	14.808	1.287	29221	16.4	7.838	704	183.8	216.5	0.0	0.560	479	272	pg123.c8b40part8
-
7895	7646	4814	77033	41597	0.630	10.075	5.269	44017	28.6	5.757	598	149.9	183.4	44.4	2.127	16	0	my5731.c14b40part8
7899	6988	4986	79773	42734	0.714	11.416	5.410	47255	30.0	6.763	687	149.6	183.1	44.3	2.439	16	16	my8018.c14b40part8
7895	6895	5143	82284	43037	0.746	11.934	5.451	47295	30.2	6.859	701	149.5	183.1	44.0	1.906	1726	1599	my8020.c14b40part8
7899	6853	5047	80751	42492	0.737	11.784	5.379	46785	30.3	6.827	707	149.5	183.1	44.3	1.088	1742	1615	my8021.c14b40part8
-
7877	7810	6142	49136	32548	0.786	6.291	4.132	48914	29.2	6.263	598	154.1	187.6	46.6	3.231	32	16	my5731.c15b40part8
7899	7212	5998	47985	31963	0.832	6.654	4.046	51944	30.3	7.203	672	152.0	185.5	47.2	1.089	32	16	my8018.c15b40part8
7895	7092	5994	47950	32047	0.845	6.761	4.059	53454	30.3	7.537	684	151.9	185.5	46.6	3.044	32	16	my8020.c15b40part8
7899	7036	6136	49092	32210	0.872	6.977	4.078	52865	30.7	7.513	698	151.9	185.5	46.9	2.062	1758	1646	my8021.c15b40part8
-
3737	4285	12216	97389	74739	2.851	22.727	19.998	43415	16.4	10.131	612	215.7	255.8	0.0	0.339	591	224	pg123.c8b40vac0
4878	28203	5911	47533	84344	0.210	1.685	17.291	115012	51.0	4.078	289	215.7	255.8	0.0	0.125	3244	2893	pg123.c8b40vac1

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	98.748	1.230	0.019	0.003	nonzero	0.000	0.000	0.000	0.584	pg120.c8b40
0.000	0.000	98.749	1.228	0.018	0.004	nonzero	0.000	0.000	0.000	0.300	pg123.c8b40
-
0.000	0.000	98.762	1.023	0.162	0.033	0.021	0.000	0.000	0.000	0.424	my5731.c14b40
0.000	0.000	96.576	3.169	0.203	0.038	0.013	0.000	0.000	0.000	0.446	my8018.c14b40
0.000	0.000	96.820	2.955	0.186	0.022	0.017	0.000	0.000	0.000	0.568	my8020.c14b40
0.000	0.000	96.694	3.069	0.196	0.024	0.016	0.000	0.000	0.000	0.392	my8021.c14b40
-
0.000	0.000	98.710	1.103	0.146	0.021	0.021	0.000	0.000	0.000	0.427	my5731.c15b40
0.000	0.000	96.445	3.304	0.201	0.033	0.017	0.000	0.000	0.000	0.637	my8018.c15b40
0.000	0.000	96.654	3.105	0.201	0.023	0.018	0.000	0.000	0.000	0.434	my8020.c15b40
0.000	0.000	96.435	3.319	0.206	0.020	0.020	0.000	0.000	0.000	0.459	my8021.c15b40
-
0.000	0.000	97.795	2.174	0.003	0.010	0.018	0.000	0.000	0.000	0.417	rx56.c7b40
0.000	0.000	97.328	2.640	0.004	0.014	0.014	0.000	0.000	0.000	0.568	rx56.c8b40
-
0.000	0.000	98.813	1.167	0.016	0.004	nonzero	0.000	0.000	0.000	0.793	pg123.c8b40part8
-
0.000	0.000	98.814	0.988	0.144	0.035	0.019	0.000	0.000	0.000	0.398	my5731.c14b40part8
0.000	0.000	96.637	3.105	0.190	0.051	0.017	0.000	0.000	0.000	0.529	my8018.c14b40part8
0.000	0.000	96.629	3.146	0.187	0.020	0.018	0.000	0.000	0.000	0.409	my8020.c14b40part8
0.000	0.000	96.504	3.279	0.182	0.021	0.014	0.000	0.000	0.000	0.384	my8021.c14b40part8
-
0.000	0.000	98.776	1.010	0.143	0.026	0.024	0.012	0.010	0.000	6.280	my5731.c15b40part8
0.000	0.000	96.304	3.450	0.180	0.029	0.020	0.005	0.011	0.000	7.621	my8018.c15b40part8
0.000	0.000	96.439	3.326	0.196	0.020	0.019	0.000	0.000	0.000	0.465	my8020.c15b40part8
0.000	0.000	96.190	3.572	0.200	0.024	0.015	0.000	0.000	0.000	0.353	my8021.c15b40part8
-
0.000	0.000	98.751	1.232	0.014	0.003	nonzero	0.000	0.000	0.000	0.659	pg123.c8b40vac0
0.000	0.000	98.697	1.285	0.015	0.003	nonzero	0.000	0.000	0.000	0.593	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	26.689	11.976	45.373	15.918	0.043	nonzero	0.000	0.000	1.111	pg120.c8b40
0.000	0.000	27.575	16.517	38.904	16.956	0.049	nonzero	0.000	0.000	1.085	pg123.c8b40
-
0.000	0.000	3.525	87.296	4.993	2.411	1.769	0.006	0.000	0.000	1.935	my5731.c14b40
0.000	0.000	1.405	88.524	5.735	2.410	1.918	0.008	0.000	0.000	1.905	my8018.c14b40
0.000	0.000	7.231	85.241	3.406	2.472	1.645	0.005	0.000	0.000	1.499	my8020.c14b40
0.000	0.000	6.280	86.195	3.383	2.550	1.590	0.002	0.000	0.000	1.550	my8021.c14b40
-
0.000	0.000	8.044	76.390	9.013	5.083	1.467	0.003	0.000	0.000	1.540	my5731.c15b40
0.000	0.000	3.073	80.964	9.061	5.051	1.843	0.007	0.000	0.000	1.932	my8018.c15b40
0.000	0.000	8.785	79.557	5.286	4.750	1.619	0.002	0.000	0.000	1.464	my8020.c15b40
0.000	0.000	1.453	85.077	7.104	4.794	1.569	0.004	0.000	0.000	1.611	my8021.c15b40
-
0.000	0.000	77.599	22.359	0.026	0.004	0.011	0.000	0.000	0.000	0.451	rx56.c7b40
0.000	0.000	74.731	25.223	0.031	0.005	0.011	0.000	0.000	0.000	0.540	rx56.c8b40
-
0.000	0.022	96.589	2.457	0.784	0.147	0.001	0.000	0.000	0.000	0.556	pg123.c8b40part8
-
0.000	0.000	98.292	1.068	0.580	0.056	0.005	0.000	0.000	0.000	0.392	my5731.c14b40part8
0.000	0.000	96.166	3.112	0.637	0.080	0.005	0.000	0.000	0.000	0.409	my8018.c14b40part8
0.000	0.000	95.733	3.726	0.416	0.098	0.027	nonzero	0.000	0.000	1.943	my8020.c14b40part8
0.000	0.000	95.348	4.121	0.411	0.102	0.018	0.000	0.000	0.000	0.697	my8021.c14b40part8
-
0.000	0.000	97.872	1.664	0.424	0.036	0.004	0.000	0.000	0.000	0.328	my5731.c15b40part8
0.000	0.000	95.169	4.252	0.529	0.043	0.008	0.000	0.000	0.000	0.361	my8018.c15b40part8
0.000	0.000	95.223	4.162	0.425	0.172	0.017	nonzero	0.000	0.000	1.553	my8020.c15b40part8
0.000	0.000	94.707	4.703	0.412	0.168	0.010	0.000	0.000	0.000	0.371	my8021.c15b40part8
-
0.000	0.000	32.018	15.470	39.647	12.837	0.028	0.000	0.000	0.000	0.808	pg123.c8b40vac0
0.000	0.000	26.789	13.472	45.360	14.352	0.028	0.000	0.000	0.000	0.765	pg123.c8b40vac1

q100.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
96.601	3.299	0.093	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	pg120.c8b40
97.764	2.184	0.050	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	pg123.c8b40
-
8.570	71.754	6.055	13.236	0.365	0.020	0.001	0.000	0.000	0.000	0.618	my5731.c14b40
0.028	83.877	4.607	10.752	0.694	0.039	0.002	0.000	0.000	0.000	0.632	my8018.c14b40
0.013	76.143	8.258	14.960	0.597	0.027	0.001	0.000	0.000	0.000	0.790	my8020.c14b40
0.009	67.247	11.766	20.238	0.714	0.026	0.001	0.000	0.000	0.000	0.630	my8021.c14b40
-
2.205	67.414	13.434	16.401	0.514	0.032	0.001	0.000	0.000	0.000	0.740	my5731.c15b40
0.018	69.027	12.434	17.421	1.024	0.072	0.004	0.000	0.000	0.000	0.915	my8018.c15b40
0.015	69.876	13.292	16.346	0.447	0.021	0.001	0.000	0.000	0.000	0.637	my8020.c15b40
0.013	68.736	14.000	16.659	0.558	0.032	0.001	0.000	0.000	0.000	0.556	my8021.c15b40
-
0.000	99.989	0.011	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	rx56.c7b40
0.000	99.980	0.019	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	rx56.c8b40
-
0.000	84.633	9.179	5.939	0.231	0.018	nonzero	0.000	0.000	0.000	0.301	pg123.c8b40part8
-
0.000	98.777	0.074	0.183	0.882	0.082	0.001	nonzero	0.000	0.000	2.352	my5731.c14b40part8
0.000	98.755	0.076	0.173	0.838	0.156	0.002	nonzero	0.000	0.000	2.265	my8018.c14b40part8
0.000	98.614	0.099	0.209	0.950	0.127	0.002	nonzero	0.000	0.000	3.306	my8020.c14b40part8
0.000	98.654	0.082	0.196	0.968	0.098	0.001	nonzero	0.000	0.000	2.383	my8021.c14b40part8
-
0.000	98.234	0.192	0.451	1.099	0.022	0.001	nonzero	0.000	0.000	2.264	my5731.c15b40part8
0.000	98.085	0.211	0.488	1.189	0.026	0.001	nonzero	0.000	0.000	2.196	my8018.c15b40part8
0.000	98.087	0.209	0.481	1.190	0.031	0.001	nonzero	0.000	0.000	1.730	my8020.c15b40part8
0.000	98.020	0.217	0.511	1.227	0.024	0.001	nonzero	0.000	0.000	2.236	my8021.c15b40part8
-
78.206	16.802	2.109	2.815	0.065	0.002	0.000	0.000	0.000	0.000	0.243	pg123.c8b40vac0
96.526	3.380	0.087	0.007	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	0.000	0.038	44.212	55.448	0.302	0.000	0.000	0.000	0.495	pg120.c8b40
0.000	0.000	0.000	0.000	66.083	33.684	0.233	0.000	0.000	0.000	0.628	pg123.c8b40
-
0.000	0.000	8.028	90.653	1.257	0.062	0.000	0.000	0.000	0.000	0.155	my5731.c14b40
0.000	0.000	18.101	79.913	1.778	0.208	0.000	0.000	0.000	0.000	0.176	my8018.c14b40
0.000	0.000	5.233	94.111	0.615	0.042	0.000	0.000	0.000	0.000	0.126	my8020.c14b40
0.000	0.000	2.858	96.677	0.441	0.024	0.000	0.000	0.000	0.000	0.080	my8021.c14b40
-
0.000	0.000	0.000	4.872	85.424	9.490	0.215	0.000	0.000	0.000	0.603	my5731.c15b40
0.000	0.000	0.000	11.601	76.594	11.472	0.333	0.000	0.000	0.000	0.544	my8018.c15b40
0.000	0.000	0.045	45.458	51.993	2.441	0.062	0.000	0.000	0.000	0.415	my8020.c15b40
0.000	0.000	0.000	7.837	84.135	7.715	0.312	0.000	0.000	0.000	0.535	my8021.c15b40
-
0.000	0.000	98.316	1.677	0.007	0.000	0.000	0.000	0.000	0.000	0.020	rx56.c7b40
0.000	0.000	97.069	2.872	0.059	0.000	0.000	0.000	0.000	0.000	0.039	rx56.c8b40
-
0.000	0.000	17.118	79.618	2.979	0.285	0.000	0.000	0.000	0.000	0.231	pg123.c8b40part8
-
0.000	0.000	98.906	0.847	0.243	0.003	0.000	0.000	0.000	0.000	0.096	my5731.c14b40part8
0.000	0.000	91.694	8.049	0.257	0.000	0.000	0.000	0.000	0.000	0.060	my8018.c14b40part8
0.000	0.000	91.799	7.948	0.250	0.003	0.000	0.000	0.000	0.000	0.120	my8020.c14b40part8
0.000	0.000	87.347	12.420	0.233	0.000	0.000	0.000	0.000	0.000	0.033	my8021.c14b40part8
-
0.000	0.000	95.056	4.628	0.299	0.017	0.000	0.000	0.000	0.000	0.117	my5731.c15b40part8
0.000	0.000	83.948	15.726	0.319	0.003	0.003	0.000	0.000	0.000	0.327	my8018.c15b40part8
0.000	0.000	77.729	21.934	0.323	0.010	0.003	0.000	0.000	0.000	0.751	my8020.c15b40part8
0.000	0.000	74.674	24.983	0.295	0.049	0.000	0.000	0.000	0.000	0.233	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.007	99.441	0.552	0.000	0.000	0.000	0.653	pg123.c8b40vac0
0.000	0.000	0.000	0.226	47.590	52.014	0.170	0.000	0.000	0.000	0.465	pg123.c8b40vac1

q200.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
93.773	6.059	0.165	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	pg120.c8b40
93.728	6.077	0.191	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	pg123.c8b40
-
9.242	79.609	2.796	8.084	0.258	0.010	nonzero	0.000	0.000	0.000	0.579	my5731.c14b40
0.041	89.287	2.479	7.672	0.499	0.022	0.001	0.000	0.000	0.000	0.949	my8018.c14b40
0.013	87.704	3.206	8.777	0.288	0.012	nonzero	0.000	0.000	0.000	0.613	my8020.c14b40
0.015	88.442	2.843	8.286	0.398	0.015	0.001	0.000	0.000	0.000	0.642	my8021.c14b40
-
4.827	78.368	7.049	9.461	0.282	0.012	0.001	0.000	0.000	0.000	0.784	my5731.c15b40
0.021	81.510	7.066	10.863	0.504	0.034	0.002	0.000	0.000	0.000	0.941	my8018.c15b40
0.015	82.947	7.177	9.558	0.286	0.016	0.001	0.000	0.000	0.000	0.734	my8020.c15b40
0.014	73.868	11.388	14.174	0.523	0.030	0.001	0.000	0.000	0.000	0.636	my8021.c15b40
-
0.000	99.971	0.028	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	rx56.c7b40
0.000	99.973	0.026	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.065	rx56.c8b40
-
0.000	83.099	9.818	6.811	0.253	0.018	nonzero	0.000	0.000	0.000	0.308	pg123.c8b40part8
-
0.000	98.825	0.071	0.162	0.841	0.099	0.002	nonzero	0.000	0.000	2.817	my5731.c14b40part8
0.000	98.728	0.079	0.172	0.889	0.130	0.001	nonzero	0.000	0.000	3.101	my8018.c14b40part8
0.000	98.728	0.075	0.168	0.903	0.123	0.002	nonzero	0.000	0.000	2.876	my8020.c14b40part8
0.000	98.684	0.081	0.175	0.952	0.106	0.001	nonzero	0.000	0.000	2.514	my8021.c14b40part8
-
0.000	98.291	0.174	0.417	1.095	0.021	0.001	nonzero	0.000	0.000	2.543	my5731.c15b40part8
0.000	98.203	0.183	0.415	1.163	0.034	0.001	nonzero	0.000	0.000	1.551	my8018.c15b40part8
0.000	98.107	0.190	0.454	1.219	0.029	0.001	nonzero	0.000	0.000	1.122	my8020.c15b40part8
0.000	98.100	0.192	0.461	1.221	0.025	0.002	nonzero	0.000	0.000	2.463	my8021.c15b40part8
-
74.886	20.671	1.314	3.003	0.123	0.002	0.000	0.000	0.000	0.000	0.247	pg123.c8b40vac0
93.096	6.723	0.177	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	51.759	48.122	0.120	0.000	0.000	0.000	0.470	pg120.c8b40
0.000	0.000	0.000	0.000	34.144	65.444	0.411	0.000	0.000	0.000	0.556	pg123.c8b40
-
0.000	0.000	21.309	77.799	0.851	0.042	0.000	0.000	0.000	0.000	0.102	my5731.c14b40
0.000	0.000	19.889	79.372	0.719	0.019	0.002	0.000	0.000	0.000	0.310	my8018.c14b40
0.000	0.000	7.505	91.757	0.729	0.007	0.002	0.000	0.000	0.000	0.326	my8020.c14b40
0.000	0.000	11.186	88.205	0.590	0.017	0.002	0.000	0.000	0.000	0.677	my8021.c14b40
-
0.000	0.000	2.825	94.693	2.347	0.135	0.000	0.000	0.000	0.000	0.146	my5731.c15b40
0.000	0.000	2.807	94.960	2.101	0.130	0.002	0.000	0.000	0.000	0.305	my8018.c15b40
0.000	0.000	5.312	94.036	0.630	0.021	0.000	0.000	0.000	0.000	0.136	my8020.c15b40
0.000	0.000	0.361	97.847	1.712	0.080	0.000	0.000	0.000	0.000	0.159	my8021.c15b40
-
0.000	0.000	95.052	4.927	0.021	0.000	0.000	0.000	0.000	0.000	0.025	rx56.c7b40
0.000	0.000	93.839	6.099	0.062	0.000	0.000	0.000	0.000	0.000	0.041	rx56.c8b40
-
0.000	0.000	94.622	5.092	0.262	0.024	0.000	0.000	0.000	0.000	0.186	pg123.c8b40part8
-
0.000	0.000	98.302	1.361	0.337	0.000	0.000	0.000	0.000	0.000	0.039	my5731.c14b40part8
0.000	0.000	91.743	7.905	0.351	0.002	0.000	0.000	0.000	0.000	0.067	my8018.c14b40part8
0.000	0.000	91.418	8.241	0.335	0.005	0.000	0.000	0.000	0.000	0.113	my8020.c14b40part8
0.000	0.000	86.380	13.283	0.333	0.003	0.000	0.000	0.000	0.000	0.107	my8021.c14b40part8
-
0.000	0.000	96.538	3.069	0.366	0.019	0.007	0.000	0.000	0.000	0.458	my5731.c15b40part8
0.000	0.000	85.986	13.630	0.373	0.010	0.000	0.000	0.000	0.000	0.201	my8018.c15b40part8
0.000	0.000	82.906	16.759	0.333	0.002	0.000	0.000	0.000	0.000	0.111	my8020.c15b40part8
0.000	0.000	78.714	20.943	0.337	0.007	0.000	0.000	0.000	0.000	0.219	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.009	99.500	0.491	0.000	0.000	0.000	0.795	pg123.c8b40vac0
0.000	0.000	0.000	0.000	48.490	51.436	0.075	0.000	0.000	0.000	0.477	pg123.c8b40vac1

q400.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
85.886	13.855	0.253	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	pg120.c8b40
87.246	12.514	0.235	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.048	pg123.c8b40
-
5.318	82.644	3.118	8.648	0.262	0.010	nonzero	0.000	0.000	0.000	0.654	my5731.c14b40
0.028	88.724	2.668	8.026	0.526	0.027	0.001	0.000	0.000	0.000	0.678	my8018.c14b40
0.011	87.188	3.389	9.032	0.364	0.015	0.001	0.000	0.000	0.000	0.688	my8020.c14b40
0.012	87.535	3.213	8.806	0.416	0.017	0.001	0.000	0.000	0.000	0.605	my8021.c14b40
-
4.575	80.501	5.798	8.877	0.237	0.011	nonzero	0.000	0.000	0.000	0.664	my5731.c15b40
0.016	84.460	5.828	9.332	0.344	0.020	0.001	0.000	0.000	0.000	0.704	my8018.c15b40
0.012	83.676	6.373	9.624	0.302	0.012	0.001	0.000	0.000	0.000	0.589	my8020.c15b40
0.011	81.347	7.640	10.606	0.369	0.025	0.001	0.000	0.000	0.000	0.727	my8021.c15b40
-
0.000	99.915	0.076	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.087	rx56.c7b40
0.000	99.926	0.065	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.083	rx56.c8b40
-
0.000	80.375	10.810	8.497	0.302	0.017	nonzero	0.000	0.000	0.000	0.475	pg123.c8b40part8
-
0.000	98.915	0.067	0.120	0.753	0.143	0.002	nonzero	0.000	0.000	3.591	my5731.c14b40part8
0.000	98.859	0.080	0.123	0.742	0.192	0.003	nonzero	0.000	0.000	2.992	my8018.c14b40part8
0.000	98.746	0.085	0.139	0.895	0.133	0.001	nonzero	0.000	0.000	2.885	my8020.c14b40part8
0.000	98.726	0.090	0.144	0.908	0.131	0.001	nonzero	0.000	0.000	2.240	my8021.c14b40part8
-
0.000	98.390	0.149	0.340	1.093	0.026	0.001	nonzero	0.000	0.000	3.565	my5731.c15b40part8
0.000	98.279	0.166	0.352	1.165	0.036	0.001	nonzero	0.000	0.000	1.735	my8018.c15b40part8
0.000	98.193	0.172	0.386	1.218	0.030	0.001	nonzero	0.000	0.000	1.860	my8020.c15b40part8
0.000	98.176	0.175	0.392	1.231	0.024	0.001	nonzero	0.000	0.000	2.628	my8021.c15b40part8
-
54.914	37.965	1.502	5.384	0.229	0.005	nonzero	0.000	0.000	0.000	0.286	pg123.c8b40vac0
85.877	13.846	0.270	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	31.739	68.174	0.088	0.000	0.000	0.000	0.578	pg120.c8b40
0.000	0.000	0.000	0.000	21.022	78.646	0.332	0.000	0.000	0.000	0.553	pg123.c8b40
-
0.000	0.000	13.843	84.959	1.186	0.012	0.000	0.000	0.000	0.000	0.105	my5731.c14b40
0.000	0.000	4.165	94.179	1.544	0.110	0.002	0.000	0.000	0.000	0.345	my8018.c14b40
0.000	0.000	4.018	95.077	0.868	0.036	0.001	0.000	0.000	0.000	0.363	my8020.c14b40
0.000	0.000	1.374	97.470	1.132	0.023	0.001	0.000	0.000	0.000	0.362	my8021.c14b40
-
0.000	0.000	7.997	88.633	3.264	0.106	0.000	0.000	0.000	0.000	0.241	my5731.c15b40
0.000	0.000	1.052	94.221	4.523	0.191	0.012	0.000	0.000	0.000	0.512	my8018.c15b40
0.000	0.000	0.785	94.655	4.424	0.132	0.003	0.000	0.000	0.000	0.427	my8020.c15b40
0.000	0.000	0.109	94.816	4.812	0.252	0.012	0.000	0.000	0.000	0.743	my8021.c15b40
-
0.000	0.000	91.791	8.138	0.071	0.000	0.000	0.000	0.000	0.000	0.038	rx56.c7b40
0.000	0.000	92.646	7.295	0.059	0.000	0.000	0.000	0.000	0.000	0.031	rx56.c8b40
-
0.000	0.000	99.097	0.876	0.024	0.003	0.000	0.000	0.000	0.000	0.120	pg123.c8b40part8
-
0.000	0.000	98.181	1.522	0.293	0.003	0.001	0.000	0.000	0.000	0.346	my5731.c14b40part8
0.000	0.000	89.506	10.184	0.308	0.002	0.000	0.000	0.000	0.000	0.183	my8018.c14b40part8
0.000	0.000	87.390	12.312	0.294	0.003	0.001	0.000	0.000	0.000	0.295	my8020.c14b40part8
0.000	0.000	82.737	16.970	0.292	0.001	0.000	0.000	0.000	0.000	0.092	my8021.c14b40part8
-
0.000	0.000	97.066	2.606	0.322	0.005	0.001	0.000	0.000	0.000	0.259	my5731.c15b40part8
0.000	0.000	85.429	14.200	0.366	0.005	0.000	0.000	0.000	0.000	0.249	my8018.c15b40part8
0.000	0.000	82.389	17.289	0.319	0.003	0.000	0.000	0.000	0.000	0.148	my8020.c15b40part8
0.000	0.000	79.289	20.379	0.328	0.003	0.000	0.000	0.000	0.000	0.106	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.217	99.365	0.418	0.000	0.000	0.000	0.879	pg123.c8b40vac0
0.000	0.000	0.000	0.000	26.924	73.036	0.041	0.000	0.000	0.000	0.733	pg123.c8b40vac1

q600.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
79.554	20.139	0.300	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.056	pg120.c8b40
82.901	16.786	0.306	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	pg123.c8b40
-
4.183	82.803	3.561	9.173	0.271	0.009	nonzero	0.000	0.000	0.000	0.540	my5731.c14b40
0.020	87.523	3.178	8.704	0.554	0.020	0.001	0.000	0.000	0.000	0.547	my8018.c14b40
0.008	86.181	3.841	9.536	0.414	0.019	0.001	0.000	0.000	0.000	0.595	my8020.c14b40
0.008	86.346	3.761	9.385	0.482	0.017	nonzero	0.000	0.000	0.000	0.686	my8021.c14b40
-
2.631	79.527	6.541	10.971	0.319	0.011	nonzero	0.000	0.000	0.000	0.427	my5731.c15b40
0.010	80.246	7.083	12.204	0.435	0.020	0.001	0.000	0.000	0.000	0.671	my8018.c15b40
0.006	77.787	8.592	13.271	0.328	0.014	0.001	0.000	0.000	0.000	0.565	my8020.c15b40
0.009	78.971	7.814	12.710	0.469	0.026	0.001	0.000	0.000	0.000	0.629	my8021.c15b40
-
0.000	99.816	0.169	0.014	nonzero	nonzero	0.000	0.000	0.000	0.000	0.077	rx56.c7b40
0.000	99.828	0.155	0.017	nonzero	nonzero	0.000	0.000	0.000	0.000	0.078	rx56.c8b40
-
0.000	76.114	12.542	10.974	0.346	0.023	nonzero	0.000	0.000	0.000	0.484	pg123.c8b40part8
-
0.000	98.902	0.089	0.108	0.736	0.163	0.002	nonzero	0.000	0.000	2.579	my5731.c14b40part8
0.000	98.841	0.116	0.105	0.726	0.209	0.003	nonzero	0.000	0.000	3.052	my8018.c14b40part8
0.000	98.753	0.110	0.122	0.877	0.136	0.002	nonzero	0.000	0.000	3.138	my8020.c14b40part8
0.000	98.719	0.114	0.123	0.904	0.138	0.001	nonzero	0.000	0.000	2.288	my8021.c14b40part8
-
0.000	98.452	0.140	0.276	1.107	0.025	0.001	nonzero	0.000	0.000	1.069	my5731.c15b40part8
0.000	98.375	0.168	0.276	1.136	0.044	0.002	nonzero	0.000	0.000	2.945	my8018.c15b40part8
0.000	98.297	0.169	0.298	1.201	0.034	0.001	nonzero	0.000	0.000	2.084	my8020.c15b40part8
0.000	98.229	0.173	0.322	1.248	0.026	0.001	nonzero	0.000	0.000	1.657	my8021.c15b40part8
-
39.040	42.165	3.559	14.414	0.801	0.021	nonzero	0.000	0.000	0.000	0.291	pg123.c8b40vac0
78.457	21.203	0.333	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	0.000	0.000	19.599	80.264	0.137	0.000	0.000	0.000	0.493	pg120.c8b40
0.000	0.000	0.000	0.000	14.443	85.223	0.334	0.000	0.000	0.000	0.537	pg123.c8b40
-
0.000	0.000	7.057	91.718	1.194	0.030	0.001	0.000	0.000	0.000	0.464	my5731.c14b40
0.000	0.000	2.581	95.504	1.866	0.049	0.001	0.000	0.000	0.000	0.496	my8018.c14b40
0.000	0.000	0.462	97.705	1.785	0.047	0.001	0.000	0.000	0.000	0.793	my8020.c14b40
0.000	0.000	0.494	97.560	1.899	0.046	0.001	0.000	0.000	0.000	0.335	my8021.c14b40
-
0.000	0.000	2.793	88.095	8.841	0.265	0.005	0.000	0.000	0.000	0.837	my5731.c15b40
0.000	0.000	0.552	92.006	7.005	0.391	0.046	0.001	0.000	0.000	1.359	my8018.c15b40
0.000	0.000	0.066	89.758	9.823	0.342	0.010	0.001	0.000	0.000	1.038	my8020.c15b40
0.000	0.000	0.014	90.310	9.072	0.568	0.035	0.001	0.000	0.000	1.302	my8021.c15b40
-
0.000	0.000	78.424	21.391	0.185	0.000	0.000	0.000	0.000	0.000	0.040	rx56.c7b40
0.000	0.000	82.027	17.622	0.346	0.005	0.000	0.000	0.000	0.000	0.073	rx56.c8b40
-
0.000	0.000	99.023	0.941	0.028	0.008	0.000	0.000	0.000	0.000	0.198	pg123.c8b40part8
-
0.000	0.000	97.129	2.615	0.253	0.003	0.000	0.000	0.000	0.000	0.123	my5731.c14b40part8
0.000	0.000	84.704	15.052	0.241	0.003	0.000	0.000	0.000	0.000	0.223	my8018.c14b40part8
0.000	0.000	80.693	19.042	0.264	0.001	0.000	0.000	0.000	0.000	0.119	my8020.c14b40part8
0.000	0.000	77.462	22.302	0.235	0.002	0.000	0.000	0.000	0.000	0.172	my8021.c14b40part8
-
0.000	0.000	95.469	4.170	0.355	0.006	0.000	0.000	0.000	0.000	0.193	my5731.c15b40part8
0.000	0.000	78.465	21.153	0.377	0.006	0.000	0.000	0.000	0.000	0.169	my8018.c15b40part8
0.000	0.000	73.776	25.898	0.321	0.006	0.000	0.000	0.000	0.000	0.203	my8020.c15b40part8
0.000	0.000	71.013	28.684	0.301	0.002	0.000	0.000	0.000	0.000	0.143	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.211	98.248	1.541	0.000	0.000	0.000	0.883	pg123.c8b40vac0
0.000	0.000	0.000	0.000	11.696	88.248	0.056	0.000	0.000	0.000	0.414	pg123.c8b40vac1

q800.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
78.466	21.191	0.338	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.066	pg120.c8b40
82.654	17.072	0.268	0.005	nonzero	nonzero	0.000	0.000	0.000	0.000	0.131	pg123.c8b40
-
3.378	82.845	3.924	9.391	0.454	0.009	nonzero	0.000	0.000	0.000	0.491	my5731.c14b40
0.014	86.420	3.711	9.110	0.726	0.018	nonzero	0.000	0.000	0.000	0.677	my8018.c14b40
0.005	83.662	5.124	10.753	0.441	0.015	0.001	0.000	0.000	0.000	0.614	my8020.c14b40
0.006	84.449	4.745	10.213	0.564	0.023	0.001	0.000	0.000	0.000	0.647	my8021.c14b40
-
1.052	71.164	9.915	17.430	0.423	0.016	0.001	0.000	0.000	0.000	0.570	my5731.c15b40
0.009	68.819	10.694	19.670	0.770	0.036	0.001	0.000	0.000	0.000	0.682	my8018.c15b40
0.006	66.398	12.101	20.895	0.577	0.023	0.001	0.000	0.000	0.000	0.530	my8020.c15b40
0.008	66.718	11.761	20.659	0.818	0.035	0.001	0.000	0.000	0.000	0.671	my8021.c15b40
-
0.000	99.642	0.337	0.021	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	rx56.c7b40
0.000	99.681	0.297	0.022	nonzero	nonzero	0.000	0.000	0.000	0.000	0.173	rx56.c8b40
-
0.000	71.857	13.158	14.502	0.457	0.025	nonzero	0.000	0.000	0.000	0.347	pg123.c8b40part8
-
0.000	98.884	0.137	0.082	0.709	0.186	0.002	nonzero	0.000	0.000	2.122	my5731.c14b40part8
0.000	98.797	0.202	0.075	0.651	0.273	0.002	nonzero	0.000	0.000	2.322	my8018.c14b40part8
0.000	98.720	0.161	0.092	0.857	0.170	0.001	nonzero	0.000	0.000	2.436	my8020.c14b40part8
0.000	98.731	0.156	0.090	0.843	0.179	0.001	nonzero	0.000	0.000	3.013	my8021.c14b40part8
-
0.000	98.634	0.111	0.179	1.034	0.040	0.002	nonzero	nonzero	0.000	4.037	my5731.c15b40part8
0.000	98.455	0.193	0.194	1.102	0.054	0.002	nonzero	0.000	0.000	2.496	my8018.c15b40part8
0.000	98.439	0.178	0.201	1.122	0.057	0.002	nonzero	0.000	0.000	2.774	my8020.c15b40part8
0.000	98.421	0.163	0.209	1.151	0.056	0.001	nonzero	0.000	0.000	2.547	my8021.c15b40part8
-
37.171	42.841	3.242	15.920	0.807	0.019	0.000	0.000	0.000	0.000	0.234	pg123.c8b40vac0
77.067	22.589	0.338	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.052	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	28.591	71.160	0.249	0.000	0.000	0.000	0.635	pg120.c8b40
0.000	0.000	0.000	0.000	25.741	73.711	0.549	0.000	0.000	0.000	0.632	pg123.c8b40
-
0.000	0.000	1.862	95.154	2.932	0.050	0.001	0.000	0.000	0.000	0.471	my5731.c14b40
0.000	0.000	0.464	97.121	2.338	0.076	0.001	0.000	0.000	0.000	0.397	my8018.c14b40
0.000	0.000	0.037	98.447	1.469	0.048	0.000	0.000	0.000	0.000	0.221	my8020.c14b40
0.000	0.000	0.007	98.192	1.757	0.044	0.000	0.000	0.000	0.000	0.180	my8021.c14b40
-
0.000	0.000	0.762	91.883	7.135	0.216	0.004	0.000	0.000	0.000	0.791	my5731.c15b40
0.000	0.000	0.088	91.145	8.400	0.339	0.028	0.000	0.000	0.000	0.767	my8018.c15b40
0.000	0.000	0.013	92.185	7.528	0.265	0.009	0.000	0.000	0.000	0.432	my8020.c15b40
0.000	0.000	0.003	91.001	8.631	0.351	0.015	0.000	0.000	0.000	0.582	my8021.c15b40
-
0.000	0.000	48.709	50.188	1.103	0.000	0.000	0.000	0.000	0.000	0.061	rx56.c7b40
0.000	0.000	47.346	51.795	0.859	0.000	0.000	0.000	0.000	0.000	0.050	rx56.c8b40
-
0.000	0.000	98.648	1.301	0.047	0.003	0.000	0.000	0.000	0.000	0.168	pg123.c8b40part8
-
0.000	0.000	90.684	8.576	0.706	0.030	0.003	0.000	0.000	0.000	0.424	my5731.c14b40part8
0.000	0.000	68.684	30.539	0.741	0.033	0.003	0.000	0.000	0.000	0.563	my8018.c14b40part8
0.000	0.000	61.269	38.131	0.585	0.014	0.001	0.000	0.000	0.000	0.372	my8020.c14b40part8
0.000	0.000	68.143	31.276	0.550	0.017	0.011	0.002	0.000	0.000	1.725	my8021.c14b40part8
-
0.000	0.000	92.055	7.275	0.605	0.046	0.014	0.005	0.000	0.000	2.175	my5731.c15b40part8
0.000	0.000	60.112	39.210	0.645	0.026	0.007	0.001	0.000	0.000	1.459	my8018.c15b40part8
0.000	0.000	57.010	42.387	0.542	0.038	0.023	0.001	0.000	0.000	1.860	my8020.c15b40part8
0.000	0.000	50.411	49.009	0.561	0.019	nonzero	0.001	0.000	0.000	1.861	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.669	98.292	1.039	0.000	0.000	0.000	0.747	pg123.c8b40vac0
0.000	0.000	0.000	0.000	24.779	75.179	0.042	0.000	0.000	0.000	0.607	pg123.c8b40vac1

q1000.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
78.997	20.664	0.333	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.249	pg120.c8b40
82.065	17.622	0.307	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.051	pg123.c8b40
-
2.874	82.452	4.335	9.593	0.737	0.010	nonzero	0.000	0.000	0.000	0.521	my5731.c14b40
0.008	83.934	4.937	10.125	0.975	0.021	0.001	0.000	0.000	0.000	0.621	my8018.c14b40
0.004	79.828	6.961	12.511	0.678	0.017	0.001	0.000	0.000	0.000	0.521	my8020.c14b40
0.005	82.152	5.872	11.067	0.869	0.034	0.001	0.000	0.000	0.000	0.596	my8021.c14b40
-
0.543	58.262	13.415	26.967	0.789	0.023	0.001	0.000	0.000	0.000	0.524	my5731.c15b40
0.008	56.321	13.736	28.985	0.914	0.034	0.001	0.000	0.000	0.000	0.829	my8018.c15b40
0.006	55.950	14.178	28.943	0.884	0.038	0.001	0.000	0.000	0.000	0.584	my8020.c15b40
0.007	55.924	14.039	28.961	1.019	0.048	0.002	0.000	0.000	0.000	0.718	my8021.c15b40
-
0.000	99.478	0.497	0.025	nonzero	nonzero	0.000	0.000	0.000	0.000	0.121	rx56.c7b40
0.000	99.536	0.439	0.025	nonzero	nonzero	0.000	0.000	0.000	0.000	0.082	rx56.c8b40
-
0.000	66.173	13.765	19.448	0.588	0.025	nonzero	0.000	0.000	0.000	0.560	pg123.c8b40part8
-
0.000	98.982	0.129	0.056	0.542	0.288	0.002	nonzero	0.000	0.000	2.127	my5731.c14b40part8
0.000	98.697	0.288	0.070	0.649	0.294	0.001	nonzero	0.000	0.000	2.439	my8018.c14b40part8
0.000	98.729	0.208	0.073	0.742	0.248	0.001	nonzero	0.000	0.000	1.906	my8020.c14b40part8
0.000	98.727	0.228	0.071	0.674	0.299	0.001	nonzero	0.000	0.000	1.088	my8021.c14b40part8
-
0.000	98.657	0.124	0.142	1.025	0.049	0.001	nonzero	0.000	0.000	3.231	my5731.c15b40part8
0.000	98.452	0.262	0.146	1.067	0.072	0.001	nonzero	0.000	0.000	1.089	my8018.c15b40part8
0.000	98.544	0.146	0.150	1.091	0.067	0.002	nonzero	0.000	0.000	3.044	my8020.c15b40part8
0.000	98.451	0.195	0.157	1.146	0.051	0.001	nonzero	0.000	0.000	2.062	my8021.c15b40part8
-
37.417	42.615	3.173	15.837	0.935	0.022	nonzero	0.000	0.000	0.000	0.339	pg123.c8b40vac0
77.060	22.602	0.333	0.006	nonzero	nonzero	0.000	0.000	0.000	0.000	0.125	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	22.385	77.266	0.349	0.000	0.000	0.000	0.572	pg120.c8b40
0.000	0.000	0.000	0.000	21.836	77.737	0.427	0.000	0.000	0.000	0.736	pg123.c8b40
-
0.000	0.000	0.279	95.537	4.144	0.040	0.000	0.000	0.000	0.000	0.160	my5731.c14b40
0.000	0.000	0.097	95.940	3.895	0.069	0.000	0.000	0.000	0.000	0.195	my8018.c14b40
0.000	0.000	0.009	97.583	2.372	0.037	0.000	0.000	0.000	0.000	0.155	my8020.c14b40
0.000	0.000	0.001	95.263	4.593	0.142	0.001	0.000	0.000	0.000	0.387	my8021.c14b40
-
0.000	0.000	0.141	92.220	7.363	0.272	0.004	0.000	0.000	0.000	0.607	my5731.c15b40
0.000	0.000	0.019	92.257	7.347	0.364	0.013	0.000	0.000	0.000	0.747	my8018.c15b40
0.000	0.000	0.000	92.033	7.627	0.331	0.009	0.000	0.000	0.000	0.662	my8020.c15b40
0.000	0.000	0.000	91.663	7.956	0.372	0.009	0.000	0.000	0.000	0.620	my8021.c15b40
-
0.000	0.000	47.783	51.485	0.730	0.002	0.000	0.000	0.000	0.000	0.072	rx56.c7b40
0.000	0.000	48.078	51.111	0.811	nonzero	0.000	0.000	0.000	0.000	0.066	rx56.c8b40
-
0.000	0.000	98.718	1.238	0.042	0.003	0.000	0.000	0.000	0.000	0.131	pg123.c8b40part8
-
0.000	0.000	85.589	13.552	0.764	0.080	0.014	0.001	0.000	0.000	1.240	my5731.c14b40part8
0.000	0.000	39.043	59.882	0.954	0.112	0.009	0.000	0.000	0.000	0.530	my8018.c14b40part8
0.000	0.000	33.867	65.495	0.594	0.039	0.003	0.001	0.000	0.000	1.683	my8020.c14b40part8
0.000	0.000	25.411	73.908	0.632	0.045	0.004	0.000	0.000	0.000	0.608	my8021.c14b40part8
-
0.000	0.000	70.129	28.926	0.853	0.070	0.015	0.008	0.000	0.000	3.062	my5731.c15b40part8
0.000	0.000	27.538	71.238	1.137	0.085	0.001	0.000	0.000	0.000	0.469	my8018.c15b40part8
0.000	0.000	48.276	50.825	0.814	0.069	0.014	0.003	0.000	0.000	2.093	my8020.c15b40part8
0.000	0.000	24.168	74.898	0.861	0.060	0.011	0.002	0.000	0.000	1.554	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.470	98.286	1.244	0.000	0.000	0.000	0.712	pg123.c8b40vac0
0.000	0.000	0.000	0.000	19.323	80.610	0.067	0.000	0.000	0.000	0.535	pg123.c8b40vac1