Introduction

This is a report for the insert benchmark with 2000M 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 450045680954142318283081628609274362747227430
pg123.c8b40 450450671924344320603101728720275242743827603
pg123.c8b40part8 45351574009130506126521265912600125241244112416
my5731.c14b40 138494511368719252532567925411247002420223807
my8018.c14b40 114929516968678236902399823703231372259422244
my8020.c14b40 116952509339182236642376023605228142221221527
my8021.c14b40 112797515259241236452382523501227692214121476
my8021.c14b40part8 1151686638976046270259237226225223
rx56.c7b40 3688684971895352174041728717099169211674416522
rx56.c8b40 3579104946094787173281717317065168941666816348

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.c8b4079015793160403040493855
pg123.c8b4078915793158393340533821
pg123.c8b40part879015803160473963197899
my5731.c14b4079015803160473963167882
my8018.c14b4079015793160473263197886
my8020.c14b4079015793160473463197852
my8021.c14b4079015803160472663197856
my8021.c14b40part878915793156472963127895
rx56.c7b4079015793160473963197899
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.c8b4098.2701.7140.0120.0040.550
pg123.c8b4098.2111.7740.0110.0040.253
pg123.c8b40part898.2791.7040.0120.0040.587
my5731.c14b404.67792.9322.2460.1230.0210.406
my8018.c14b401.16796.5812.1940.0470.0110.437
my8020.c14b401.02496.7822.1560.0250.0130.450
my8021.c14b400.65197.1502.1550.0290.0160.581
my8021.c14b40part80.53197.2812.1430.0440.0010.408
rx56.c7b4098.7431.2260.0020.0160.0130.451
rx56.c8b4098.3911.5780.0020.0140.0150.421

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
450045	0	50	403	191382	0.000	0.001	0.425	38610	82.4	0.086	29	215.1	255.2	0.0	0.550	57935	38354	pg120.c8b40
450450	0	50	405	191452	0.000	0.001	0.425	39217	82.1	0.087	29	215.2	255.2	0.0	0.253	57864	38154	pg123.c8b40
453515	0	0	1	192618	0.000	0.000	0.425	39303	82.3	0.087	29	215.2	255.2	0.0	0.587	58135	38854	pg123.c8b40part8
138494	0	0	1	71309	0.000	0.000	0.515	96503	40.1	0.697	46	209.6	243.1	43.4	0.406	17680	12586	my5731.c14b40
114929	0	0	1	59854	0.000	0.000	0.521	137863	43.6	1.200	61	208.5	242.1	43.6	0.437	14486	10893	my8018.c14b40
116952	0	0	1	60462	0.000	0.000	0.517	111308	44.7	0.952	61	208.2	241.8	43.6	0.450	14783	10988	my8020.c14b40
112797	0	0	1	58210	0.000	0.000	0.516	111058	44.6	0.985	63	207.4	241.0	43.5	0.581	14284	10588	my8021.c14b40
115168	0	0	1	59284	0.000	0.000	0.515	109384	45.5	0.950	63	207.1	240.7	43.6	0.408	14484	11587	my8021.c14b40part8
368868	0	0	0	79566	0.000	0.000	0.216	36793	76.1	0.100	33	97.1	98.5	4.2	0.451	47846	31064	rx56.c7b40
357910	0	0	0	87407	0.000	0.000	0.244	35906	76.0	0.100	34	47.7	49.0	4.6	0.421	45949	30965	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
68095	0	1197	19074	23363	0.018	0.280	0.343	2000	3.6	0.029	8	391.4	430.4	0.0	0.006	NA	NA	pg120.c8b40
67192	0	1180	18826	23044	0.018	0.280	0.343	1993	3.6	0.030	9	391.5	430.1	0.0	0.005	NA	NA	pg123.c8b40
74009	0	1346	17936	24407	0.018	0.242	0.330	2224	3.7	0.030	8	391.4	431.5	0.0	0.006	NA	NA	pg123.c8b40part8
51136	0	533	38829	50710	0.010	0.759	0.992	4786	2.4	0.094	8	372.2	405.7	44.0	0.017	NA	NA	my5731.c14b40
51696	0	562	42228	51267	0.011	0.817	0.992	3047	2.9	0.059	9	370.6	404.1	44.2	0.016	NA	NA	my8018.c14b40
50933	0	551	41302	50520	0.011	0.811	0.992	3329	2.8	0.065	9	370.3	403.8	44.1	0.033	NA	NA	my8020.c14b40
51525	0	557	41879	51090	0.011	0.813	0.992	3444	2.9	0.067	9	369.4	403.0	44.1	0.017	NA	NA	my8021.c14b40
66389	0	605	33536	54794	0.009	0.505	0.825	4421	3.1	0.067	7	369.1	402.7	44.0	0.049	NA	NA	my8021.c14b40part8
49718	0	635	12900	8682	0.013	0.259	0.175	1372	3.6	0.028	12	209.8	211.1	43.1	0.003	NA	NA	rx56.c7b40
49460	0	533	9380	6790	0.011	0.190	0.137	1243	3.9	0.025	13	89.4	90.8	43.6	0.003	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.c8b405.05294.4400.5080.917
pg123.c8b407.31692.3920.2930.827
pg123.c8b40part892.8755.8381.0730.2110.0030.813
my5731.c14b400.58067.51620.3496.1305.3720.0523.398
my8018.c14b400.02567.62220.8096.1235.3710.0513.362
my8020.c14b400.00969.45619.6225.7395.1270.0482.594
my8021.c14b400.00169.65819.4345.7435.1260.0384.252
my8021.c14b40part817.34880.1442.2670.2360.0040.950
rx56.c7b4048.77951.1820.0250.0020.0130.308
rx56.c8b4047.91952.0330.0330.0140.481

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
4142	0	5278	42685	100469	1.274	10.304	24.253	13158	10.4	3.176	402	405.7	445.7	0.0	0.917	549	250	pg120.c8b40
4344	0	5538	44628	105406	1.275	10.272	24.262	13759	10.7	3.167	394	405.7	445.7	0.0	0.827	549	250	pg123.c8b40
130506	0	1010	8807	162403	0.008	0.067	1.244	31669	54.9	0.243	67	410.8	450.9	0.0	0.813	21687	300	pg123.c8b40part8
8719	0	2439	39024	129880	0.280	4.476	14.896	25254	7.8	2.896	143	491.4	541.9	44.0	3.398	150	50	my5731.c14b40
8678	0	2434	38945	129399	0.280	4.488	14.912	41791	9.0	4.816	166	489.3	539.8	44.2	3.362	150	50	my8018.c14b40
9182	0	2570	41120	137237	0.280	4.479	14.947	44966	9.6	4.897	167	489.1	539.5	44.2	2.594	150	50	my8020.c14b40
9241	0	2588	41399	138275	0.280	4.480	14.963	44650	9.9	4.832	171	488.2	538.7	44.1	4.252	150	50	my8021.c14b40
76046	0	45	716	152376	0.001	0.009	2.004	63983	48.9	0.841	103	390.6	424.1	44.0	0.950	10434	250	my8021.c14b40part8
95352	0	20	157	93054	0.000	0.002	0.976	30900	42.1	0.324	71	219.3	222.9	42.2	0.308	11987	8241	rx56.c7b40
94787	0	28	452	96593	0.000	0.005	1.019	30487	42.5	0.322	72	97.0	100.6	42.1	0.481	11986	8291	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.c8b4095.3364.5870.0750.0020.023
pg123.c8b4095.6694.2560.0740.0010.027
pg123.c8b40part899.8760.1180.0060.029
my5731.c14b405.96794.0050.0270.219
my8018.c14b400.02299.9400.0370.372
my8020.c14b400.02299.9470.0310.0010.156
my8021.c14b400.02399.9380.0380.0010.279
my8021.c14b40part845.7010.4721.85137.01914.7640.1720.0212.166
rx56.c7b4099.9870.0130.055
rx56.c8b4099.9840.0160.036

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.c8b402.52896.4481.0240.917
pg123.c8b403.61595.5070.8780.750
pg123.c8b40part810.90666.72222.3680.0030.066
my5731.c14b400.01473.04525.7711.1250.0450.314
my8018.c14b4070.48628.4061.0420.0660.493
my8020.c14b4077.16322.0870.7260.0240.487
my8021.c14b4072.98326.3260.6770.0140.382
my8021.c14b40part85.74790.2123.3850.4620.0940.1012.382
rx56.c7b4098.3751.5800.0420.0030.065
rx56.c8b4097.8332.1530.0140.029

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	31828	1002	8106	19181	0.031	0.255	24.283	124276	39.9	3.905	201	406.3	446.3	0.0	0.023	4059	3883	pg120.c8b40
789	32060	1002	8106	19012	0.031	0.253	24.084	125236	39.5	3.906	197	406.3	446.4	0.0	0.027	4011	3883	pg123.c8b40
790	12652	0	0	5253	0.000	0.000	6.650	49735	45.0	3.931	569	411.5	451.5	0.0	0.029	1598	1566	pg123.c8b40part8
790	25253	845	13517	41694	0.033	0.535	52.783	102374	49.2	4.054	312	491.8	542.3	43.5	0.219	3260	2989	my5731.c14b40
790	23690	825	13193	40882	0.035	0.557	51.756	97946	48.6	4.134	328	489.8	540.2	44.2	0.372	3037	2845	my8018.c14b40
790	23664	713	11412	33872	0.030	0.482	42.882	97523	48.6	4.121	329	489.5	540.0	43.7	0.156	3005	2797	my8020.c14b40
790	23645	740	11846	34043	0.031	0.501	43.098	97560	48.3	4.126	327	488.6	539.1	43.7	0.279	3052	2735	my8021.c14b40
789	270	8713	139403	21244	32.329	517.265	26.911	23934	2.0	88.809	1187	391.1	424.7	43.7	2.166	32	0	my8021.c14b40part8
790	17404	0	0	996	0.000	0.000	1.261	71779	47.2	4.124	434	219.5	223.5	42.1	0.055	2206	2079	rx56.c7b40
790	17328	4	48	1510	0.000	0.003	1.911	71460	47.3	4.124	437	96.7	100.6	42.1	0.036	2174	2014	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.c8b4091.1638.7080.1260.0020.028
pg123.c8b4091.4158.4380.1450.0030.021
pg123.c8b40part899.8300.1620.0080.032
my5731.c14b408.86091.1140.0250.0010.400
my8018.c14b400.02699.9340.0390.0010.823
my8020.c14b400.02499.9420.0330.0010.853
my8021.c14b400.02499.9370.0370.0010.578
my8021.c14b40part844.8400.4091.55937.07015.9130.1920.0182.622
rx56.c7b4099.9680.0310.0010.069
rx56.c8b4099.9740.0250.0010.063

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.c8b405.63594.0870.2780.598
pg123.c8b403.91095.6250.4650.819
pg123.c8b40part841.88045.85612.2600.0030.071
my5731.c14b400.18896.1323.3990.2710.0100.428
my8018.c14b4093.1416.6160.2000.0330.0101.301
my8020.c14b4095.0144.6580.2500.0730.0051.144
my8021.c14b4093.2746.4110.2800.0350.733
my8021.c14b40part818.17477.2623.6130.6020.2780.0712.480
rx56.c7b4088.44611.5160.0240.0140.155
rx56.c8b4093.1826.8000.0170.056

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
1579	30816	1987	16061	37337	0.064	0.521	23.647	121222	43.0	3.934	223	407.2	447.2	0.0	0.028	3820	3660	pg120.c8b40
1579	31017	1987	16041	37110	0.064	0.517	23.503	121904	42.5	3.930	219	407.2	447.3	0.0	0.021	3820	3628	pg123.c8b40
1580	12659	0	0	6779	0.000	0.000	4.291	49736	45.5	3.929	575	412.4	452.4	0.0	0.032	1598	1550	pg123.c8b40part8
1580	25679	524	8393	28822	0.020	0.327	18.244	102271	48.5	3.983	302	492.8	543.3	43.5	0.400	3228	3132	my5731.c14b40
1579	23998	528	8443	28739	0.022	0.352	18.202	97428	48.5	4.060	323	490.7	541.2	44.2	0.823	3021	2925	my8018.c14b40
1579	23760	526	8418	28175	0.022	0.354	17.845	96959	48.8	4.081	329	490.5	540.9	43.7	0.853	3021	2925	my8020.c14b40
1580	23825	526	8416	27629	0.022	0.353	17.489	97110	48.5	4.076	326	489.6	540.1	43.7	0.578	3052	2910	my8021.c14b40
1579	259	8673	138773	22618	33.514	536.218	14.325	24389	2.0	94.240	1237	392.9	426.5	43.7	2.622	32	0	my8021.c14b40part8
1579	17287	1	9	1858	0.000	0.001	1.177	71427	47.6	4.132	441	220.2	220.9	42.1	0.069	2190	2014	rx56.c7b40
1580	17173	3	14	1583	0.000	0.001	1.002	70907	47.8	4.129	445	97.1	97.8	42.1	0.063	2143	1999	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.c8b4081.05818.6130.3220.0060.026
pg123.c8b4081.65618.0040.3330.0070.024
pg123.c8b40part899.7150.2690.0160.0010.032
my5731.c14b407.80892.1280.0560.0070.392
my8018.c14b400.02599.8800.0860.0080.699
my8020.c14b400.02399.8790.0870.0100.759
my8021.c14b400.02399.8800.0880.0090.502
my8021.c14b40part843.1140.3781.19736.17618.8620.2440.0292.316
rx56.c7b4099.9190.0710.0090.046
rx56.c8b4099.9210.0700.0100.141

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.c8b403.25896.4990.2430.565
pg123.c8b403.49796.1530.3510.571
pg123.c8b40part867.79325.1427.0490.0150.112
my5731.c14b401.13493.3665.2240.2560.0190.0011.027
my8018.c14b400.00191.5048.1970.2780.0200.911
my8020.c14b4087.78011.9620.2340.0240.655
my8021.c14b4089.12210.6310.2140.0320.835
my8021.c14b40part840.20755.1913.8130.5740.1810.0342.741
rx56.c7b4090.5639.3980.0390.031
rx56.c8b4087.40012.5540.0460.029

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	28609	3988	32235	74588	0.139	1.127	23.607	114102	48.9	3.988	273	409.2	449.3	0.0	0.026	3900	3068	pg120.c8b40
3158	28720	3988	32189	73396	0.139	1.121	23.243	114461	48.8	3.985	272	409.3	449.3	0.0	0.024	3836	2941	pg123.c8b40
3160	12600	8	68	8505	0.001	0.005	2.692	49585	46.3	3.935	588	414.6	454.3	0.0	0.032	1614	1518	pg123.c8b40part8
3160	25411	552	8835	35858	0.022	0.348	11.349	101237	49.5	3.984	312	495.0	545.4	43.5	0.392	3180	3037	my5731.c14b40
3160	23703	554	8857	35853	0.023	0.374	11.347	96744	49.7	4.082	335	492.8	543.2	44.2	0.699	3006	2878	my8018.c14b40
3160	23605	558	8930	35324	0.024	0.378	11.180	96893	49.7	4.105	337	492.5	543.0	43.7	0.759	2973	2861	my8020.c14b40
3160	23501	550	8802	35593	0.023	0.375	11.265	96565	49.7	4.109	338	491.7	542.1	43.7	0.502	2943	2845	my8021.c14b40
3156	237	8551	136821	31151	36.021	576.331	9.870	25667	3.0	108.118	2022	399.7	433.3	43.7	2.316	32	0	my8021.c14b40part8
3160	17099	6	35	5336	0.000	0.002	1.689	70656	48.6	4.132	455	221.5	223.7	42.1	0.046	2189	1982	rx56.c7b40
3160	17065	0	0	4468	0.000	0.000	1.414	70500	48.4	4.131	454	97.7	99.9	42.1	0.141	2158	1919	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.c8b4074.67124.8150.5080.0070.025
pg123.c8b4075.15824.3250.5090.0080.027
pg123.c8b40part899.5750.4050.0200.0010.037
my5731.c14b404.63095.2390.1210.0090.0010.833
my8018.c14b400.02299.8670.1010.0090.0012.184
my8020.c14b400.01799.8970.0760.0090.0011.641
my8021.c14b400.01999.8510.1190.0110.0014.521
my8021.c14b40part842.0230.4571.01934.15422.1060.2210.0192.191
rx56.c7b4099.8170.1700.0130.129
rx56.c8b4099.8240.1610.0150.163

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.c8b401.13098.4260.4440.817
pg123.c8b400.95198.4650.5840.917
pg123.c8b40part872.93621.8775.1820.0050.073
my5731.c14b400.13292.7046.6790.4500.0360.905
my8018.c14b400.00294.9394.6900.3260.0320.0102.317
my8020.c14b4096.4913.1240.3230.0560.0051.686
my8021.c14b4093.2756.3910.2840.0350.0120.0034.737
my8021.c14b40part845.85451.3542.2730.3870.1060.0271.985
rx56.c7b4069.32830.3230.3210.0270.182
rx56.c8b4060.46839.3580.1750.039

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
4030	27436	5094	41185	96049	0.186	1.501	23.835	110076	52.4	4.012	306	412.4	452.4	0.0	0.025	3372	2877	pg120.c8b40
3933	27524	4968	40070	94205	0.180	1.456	23.955	110400	52.2	4.011	303	412.4	452.5	0.0	0.027	3630	2878	pg123.c8b40
4739	12524	1	5	12341	0.000	0.000	2.604	49289	47.2	3.935	603	420.3	458.0	0.0	0.037	1583	1455	pg123.c8b40part8
4739	24700	945	15124	56033	0.038	0.612	11.823	100078	51.2	4.052	332	497.9	548.4	43.5	0.833	3133	2893	my5731.c14b40
4732	23137	898	14362	53403	0.039	0.621	11.287	96933	51.2	4.189	354	495.7	546.1	44.2	2.184	2925	2735	my8018.c14b40
4734	22814	932	14905	54713	0.041	0.653	11.557	97286	51.7	4.264	363	495.4	545.8	43.7	1.641	2911	2493	my8020.c14b40
4726	22769	921	14730	54943	0.040	0.647	11.625	96492	51.6	4.238	363	494.6	545.1	43.7	4.521	2925	2653	my8021.c14b40
4729	226	8572	137160	39641	37.864	605.831	8.383	28140	4.2	124.293	2968	407.1	440.6	43.7	2.191	32	0	my8021.c14b40part8
4739	16921	26	227	7591	0.002	0.013	1.602	70189	49.4	4.148	467	223.5	224.0	42.2	0.129	2170	1951	rx56.c7b40
4739	16894	49	360	6307	0.003	0.021	1.331	70016	49.4	4.144	468	98.6	99.1	42.1	0.163	2142	1950	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.c8b4074.22625.2570.5100.0070.043
pg123.c8b4074.60324.8330.5560.0080.023
pg123.c8b40part899.3890.5820.0290.0010.032
my5731.c14b402.94296.9240.1240.0090.0011.830
my8018.c14b400.02199.7250.2410.0120.0011.249
my8020.c14b400.01499.7560.2150.0130.0011.226
my8021.c14b400.01599.7680.2040.0120.0010.863
my8021.c14b40part841.8640.3830.90334.52422.1040.2010.0212.476
rx56.c7b4099.6970.2860.0170.045
rx56.c8b4099.6900.2920.0180.093

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.c8b401.06798.5470.3850.821
pg123.c8b400.93298.7430.3250.898
pg123.c8b40part868.13328.4973.3640.0040.0020.279
my5731.c14b400.31096.9662.3730.3160.0300.0061.884
my8018.c14b4090.8978.7640.3260.0120.0011.411
my8020.c14b4091.8947.7660.3140.0240.0011.523
my8021.c14b4093.6876.0680.2240.0221.201
my8021.c14b40part821.53077.0271.3090.0950.0320.0071.806
rx56.c7b4038.45360.9240.5890.0340.132
rx56.c8b4040.23359.1990.5360.0330.120

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
4049	27472	5135	41558	96327	0.187	1.513	23.789	109698	53.1	3.993	309	417.2	457.2	0.0	0.043	3324	2861	pg120.c8b40
4053	27438	5144	41539	96432	0.187	1.514	23.791	109591	53.1	3.994	310	417.2	457.2	0.0	0.023	3516	2846	pg123.c8b40
6319	12441	455	7041	17460	0.037	0.566	2.763	49629	47.9	3.989	616	430.4	467.0	0.0	0.032	1582	1454	pg123.c8b40part8
6316	24202	1437	22995	65007	0.059	0.950	10.293	98817	52.9	4.083	350	501.1	551.6	43.5	1.830	3053	2733	my5731.c14b40
6319	22594	1414	22625	66311	0.063	1.001	10.494	96297	53.3	4.262	377	498.9	549.3	44.2	1.249	2885	2653	my8018.c14b40
6319	22212	1358	21731	75748	0.061	0.978	11.987	96656	53.7	4.351	387	498.6	549.1	43.7	1.226	2845	2589	my8020.c14b40
6319	22141	1354	21664	75809	0.061	0.978	11.997	96433	53.8	4.355	389	497.8	548.3	43.7	0.863	2847	2605	my8021.c14b40
6312	225	8632	138111	41527	38.381	614.100	6.579	28552	5.5	126.954	3913	410.5	444.1	43.7	2.476	32	0	my8021.c14b40part8
6319	16744	45	244	9317	0.003	0.015	1.474	69641	50.4	4.159	482	226.1	229.5	42.8	0.045	2126	1934	rx56.c7b40
6319	16668	125	727	8983	0.007	0.044	1.422	69422	50.2	4.165	482	99.8	103.1	42.3	0.093	2110	1917	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.c8b4073.87125.6010.5210.0070.026
pg123.c8b4075.80523.6470.5410.0070.027
pg123.c8b40part899.2380.7270.0340.0010.036
my5731.c14b402.79996.9350.2500.0140.0020.0011.737
my8018.c14b400.02099.6390.3210.0180.0011.985
my8020.c14b400.01199.7620.2070.0170.0020.0012.829
my8021.c14b400.01299.7190.2490.0170.0020.0011.500
my8021.c14b40part841.1370.2710.78634.98922.6450.1570.0162.735
rx56.c7b4099.5800.4000.0190.144
rx56.c8b4099.5190.4580.0230.179

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.c8b400.35699.1950.4490.0011.192
pg123.c8b400.35799.1250.5170.0011.119
pg123.c8b40part866.75330.3942.8370.0150.261
my5731.c14b400.05188.26610.8930.7150.0660.0102.278
my8018.c14b4085.87313.3900.6810.0500.0062.143
my8020.c14b4094.9363.9720.9420.1190.0313.102
my8021.c14b4093.5775.3560.9260.1140.0263.309
my8021.c14b40part859.09439.4631.2740.1220.0410.0061.609
rx56.c7b4038.67660.4590.8490.0160.099
rx56.c8b4038.11161.2670.6090.0140.133

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
3855	27430	5066	41349	94040	0.185	1.507	24.392	109453	53.5	3.990	312	428.1	468.1	0.0	0.026	3548	2893	pg120.c8b40
3821	27603	5026	40984	93314	0.182	1.485	24.424	110170	53.1	3.991	308	428.1	468.1	0.0	0.027	3548	2877	pg123.c8b40
7899	12416	638	9573	19732	0.051	0.771	2.498	49926	48.7	4.021	628	436.8	473.3	0.0	0.036	1582	1390	pg123.c8b40part8
7882	23807	1508	24128	71892	0.063	1.014	9.121	98148	54.0	4.123	363	506.2	556.6	43.5	1.737	2958	2557	my5731.c14b40
7886	22244	1494	23898	71318	0.067	1.074	9.044	96697	54.4	4.347	391	503.9	554.3	44.2	1.985	2799	2541	my8018.c14b40
7852	21527	1705	27274	91029	0.079	1.267	11.594	97820	55.0	4.544	409	503.5	553.9	43.7	2.829	2749	1598	my8020.c14b40
7856	21476	1693	27094	90545	0.079	1.262	11.526	97167	55.4	4.524	413	502.8	553.2	43.7	1.500	2765	2047	my8021.c14b40
7895	223	8818	141093	44951	39.615	633.843	5.694	29717	6.5	133.497	4672	415.2	448.8	43.7	2.735	32	0	my8021.c14b40part8
7899	16522	94	566	12884	0.006	0.034	1.631	68965	51.2	4.174	496	229.4	232.5	42.8	0.144	2110	1918	rx56.c7b40
7899	16348	227	2687	13398	0.014	0.164	1.696	68319	52.4	4.179	513	101.5	104.5	43.0	0.179	2062	1886	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
450450	0	50	405	191452	0.000	0.001	0.425	39217	82.1	0.087	29	215.2	255.2	0.0	0.253	57864	38154	pg123.c8b40
112797	0	0	1	58210	0.000	0.000	0.516	111058	44.6	0.985	63	207.4	241.0	43.5	0.581	14284	10588	my8021.c14b40
368868	0	0	0	79566	0.000	0.000	0.216	36793	76.1	0.100	33	97.1	98.5	4.2	0.451	47846	31064	rx56.c7b40
357910	0	0	0	87407	0.000	0.000	0.244	35906	76.0	0.100	34	47.7	49.0	4.6	0.421	45949	30965	rx56.c8b40
-
450045	0	50	403	191382	0.000	0.001	0.425	38610	82.4	0.086	29	215.1	255.2	0.0	0.550	57935	38354	pg120.c8b40
450450	0	50	405	191452	0.000	0.001	0.425	39217	82.1	0.087	29	215.2	255.2	0.0	0.253	57864	38154	pg123.c8b40
-
138494	0	0	1	71309	0.000	0.000	0.515	96503	40.1	0.697	46	209.6	243.1	43.4	0.406	17680	12586	my5731.c14b40
114929	0	0	1	59854	0.000	0.000	0.521	137863	43.6	1.200	61	208.5	242.1	43.6	0.437	14486	10893	my8018.c14b40
116952	0	0	1	60462	0.000	0.000	0.517	111308	44.7	0.952	61	208.2	241.8	43.6	0.450	14783	10988	my8020.c14b40
112797	0	0	1	58210	0.000	0.000	0.516	111058	44.6	0.985	63	207.4	241.0	43.5	0.581	14284	10588	my8021.c14b40
-
151092	0	0	1	78867	0.000	0.000	0.522	76221	42.2	0.504	45	218.1	251.6	46.0	0.473	19287	13585	my5731.c15b40
129199	0	0	1	68005	0.000	0.000	0.526	109784	46.1	0.850	57	214.7	248.3	46.1	0.413	16381	11986	my8018.c15b40
130890	0	0	1	68355	0.000	0.000	0.522	87563	47.4	0.669	58	213.8	247.4	46.1	0.394	16583	12286	my8020.c15b40
127032	0	0	1	66323	0.000	0.000	0.522	86991	47.5	0.685	60	212.9	246.4	46.1	0.405	16082	11886	my8021.c15b40
-
368868	0	0	0	79566	0.000	0.000	0.216	36793	76.1	0.100	33	97.1	98.5	4.2	0.451	47846	31064	rx56.c7b40
357910	0	0	0	87407	0.000	0.000	0.244	35906	76.0	0.100	34	47.7	49.0	4.6	0.421	45949	30965	rx56.c8b40
-
453515	0	0	1	192618	0.000	0.000	0.425	39303	82.3	0.087	29	215.2	255.2	0.0	0.587	58135	38854	pg123.c8b40part8
-
144196	0	0	0	73871	0.000	0.000	0.512	97696	41.3	0.678	46	209.1	242.6	43.4	0.296	18280	14384	my5731.c14b40part8
114659	0	0	1	59520	0.000	0.000	0.519	135359	44.2	1.181	62	208.1	241.6	43.6	0.412	14484	10887	my8018.c14b40part8
117779	0	0	1	60806	0.000	0.000	0.516	110336	45.1	0.937	61	208.0	241.6	43.6	0.564	14883	11886	my8020.c14b40part8
115168	0	0	1	59284	0.000	0.000	0.515	109384	45.5	0.950	63	207.1	240.7	43.6	0.408	14484	11587	my8021.c14b40part8
-
159058	0	0	0	82524	0.000	0.000	0.519	77272	44.3	0.486	45	217.1	250.6	46.0	0.339	20178	15782	my5731.c15b40part8
133307	0	0	1	69843	0.000	0.000	0.524	111963	47.6	0.840	57	213.6	247.2	46.1	0.513	16881	13485	my8018.c15b40part8
133316	0	0	0	69284	0.000	0.000	0.520	86781	48.3	0.651	58	212.9	246.5	46.1	0.440	16881	13485	my8020.c15b40part8
131010	0	0	1	68035	0.000	0.000	0.519	85572	48.6	0.653	59	212.5	246.1	46.1	0.314	16581	13285	my8021.c15b40part8

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
67192	0	1180	18826	23044	0.018	0.280	0.343	1993	3.6	0.030	9	391.5	430.1	0.0	0.005	NA	NA	pg123.c8b40
51525	0	557	41879	51090	0.011	0.813	0.992	3444	2.9	0.067	9	369.4	403.0	44.1	0.017	NA	NA	my8021.c14b40
49718	0	635	12900	8682	0.013	0.259	0.175	1372	3.6	0.028	12	209.8	211.1	43.1	0.003	NA	NA	rx56.c7b40
49460	0	533	9380	6790	0.011	0.190	0.137	1243	3.9	0.025	13	89.4	90.8	43.6	0.003	NA	NA	rx56.c8b40
-
68095	0	1197	19074	23363	0.018	0.280	0.343	2000	3.6	0.029	8	391.4	430.4	0.0	0.006	NA	NA	pg120.c8b40
67192	0	1180	18826	23044	0.018	0.280	0.343	1993	3.6	0.030	9	391.5	430.1	0.0	0.005	NA	NA	pg123.c8b40
-
51136	0	533	38829	50710	0.010	0.759	0.992	4786	2.4	0.094	8	372.2	405.7	44.0	0.017	NA	NA	my5731.c14b40
51696	0	562	42228	51267	0.011	0.817	0.992	3047	2.9	0.059	9	370.6	404.1	44.2	0.016	NA	NA	my8018.c14b40
50933	0	551	41302	50520	0.011	0.811	0.992	3329	2.8	0.065	9	370.3	403.8	44.1	0.033	NA	NA	my8020.c14b40
51525	0	557	41879	51090	0.011	0.813	0.992	3444	2.9	0.067	9	369.4	403.0	44.1	0.017	NA	NA	my8021.c14b40
-
40748	0	664	33595	40615	0.016	0.824	0.997	4232	1.8	0.104	7	384.3	417.8	46.7	0.016	NA	NA	my5731.c15b40
40728	0	662	33334	40565	0.016	0.818	0.996	3090	2.3	0.076	9	378.4	411.9	47.0	0.018	NA	NA	my8018.c15b40
41548	0	674	34153	41366	0.016	0.822	0.996	3261	2.3	0.078	9	377.5	411.0	47.0	0.022	NA	NA	my8020.c15b40
41931	0	678	34522	41702	0.016	0.823	0.995	3266	2.4	0.078	9	376.5	410.1	47.0	0.017	NA	NA	my8021.c15b40
-
49718	0	635	12900	8682	0.013	0.259	0.175	1372	3.6	0.028	12	209.8	211.1	43.1	0.003	NA	NA	rx56.c7b40
49460	0	533	9380	6790	0.011	0.190	0.137	1243	3.9	0.025	13	89.4	90.8	43.6	0.003	NA	NA	rx56.c8b40
-
74009	0	1346	17936	24407	0.018	0.242	0.330	2224	3.7	0.030	8	391.4	431.5	0.0	0.006	NA	NA	pg123.c8b40part8
-
64844	0	585	31768	53551	0.009	0.490	0.826	6556	2.6	0.101	6	371.7	405.2	43.8	0.017	NA	NA	my5731.c14b40part8
62995	0	575	31797	52004	0.009	0.505	0.826	4050	3.3	0.064	8	370.1	403.7	44.0	0.018	NA	NA	my8018.c14b40part8
68281	0	620	34009	56346	0.009	0.498	0.825	4374	3.2	0.064	7	370.0	403.6	44.0	0.016	NA	NA	my8020.c14b40part8
66389	0	605	33536	54794	0.009	0.505	0.825	4421	3.1	0.067	7	369.1	402.7	44.0	0.049	NA	NA	my8021.c14b40part8
-
48531	0	762	27120	40328	0.016	0.559	0.831	5462	1.9	0.113	6	383.3	416.8	46.3	0.016	NA	NA	my5731.c15b40part8
45469	0	713	25311	37731	0.016	0.557	0.830	3556	2.3	0.078	8	377.3	410.8	46.6	0.016	NA	NA	my8018.c15b40part8
47682	0	750	27127	39568	0.016	0.569	0.830	3729	2.1	0.078	7	376.6	410.1	46.6	0.017	NA	NA	my8020.c15b40part8
49056	0	750	25198	40704	0.015	0.514	0.830	3781	2.2	0.077	7	376.2	409.8	46.6	0.015	NA	NA	my8021.c15b40part8

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
4344	0	5538	44628	105406	1.275	10.272	24.262	13759	10.7	3.167	394	405.7	445.7	0.0	0.827	549	250	pg123.c8b40
9241	0	2588	41399	138275	0.280	4.480	14.963	44650	9.9	4.832	171	488.2	538.7	44.1	4.252	150	50	my8021.c14b40
95352	0	20	157	93054	0.000	0.002	0.976	30900	42.1	0.324	71	219.3	222.9	42.2	0.308	11987	8241	rx56.c7b40
94787	0	28	452	96593	0.000	0.005	1.019	30487	42.5	0.322	72	97.0	100.6	42.1	0.481	11986	8291	rx56.c8b40
-
4142	0	5278	42685	100469	1.274	10.304	24.253	13158	10.4	3.176	402	405.7	445.7	0.0	0.917	549	250	pg120.c8b40
4344	0	5538	44628	105406	1.275	10.272	24.262	13759	10.7	3.167	394	405.7	445.7	0.0	0.827	549	250	pg123.c8b40
-
8719	0	2439	39024	129880	0.280	4.476	14.896	25254	7.8	2.896	143	491.4	541.9	44.0	3.398	150	50	my5731.c14b40
8678	0	2434	38945	129399	0.280	4.488	14.912	41791	9.0	4.816	166	489.3	539.8	44.2	3.362	150	50	my8018.c14b40
9182	0	2570	41120	137237	0.280	4.479	14.947	44966	9.6	4.897	167	489.1	539.5	44.2	2.594	150	50	my8020.c14b40
9241	0	2588	41399	138275	0.280	4.480	14.963	44650	9.9	4.832	171	488.2	538.7	44.1	4.252	150	50	my8021.c14b40
-
5883	0	3078	24625	82266	0.523	4.186	13.984	29645	5.6	5.039	152	504.5	555.2	46.7	3.627	150	50	my5731.c15b40
5585	0	2935	23477	78061	0.525	4.204	13.977	44868	5.9	8.034	169	496.7	547.1	47.0	3.066	150	50	my8018.c15b40
6409	0	3346	26764	89640	0.522	4.176	13.987	51458	6.9	8.029	172	495.7	546.2	47.0	2.149	200	50	my8020.c15b40
6343	0	3315	26519	88837	0.523	4.181	14.006	51187	6.9	8.070	174	494.8	545.2	47.0	2.218	200	50	my8021.c15b40
-
95352	0	20	157	93054	0.000	0.002	0.976	30900	42.1	0.324	71	219.3	222.9	42.2	0.308	11987	8241	rx56.c7b40
94787	0	28	452	96593	0.000	0.005	1.019	30487	42.5	0.322	72	97.0	100.6	42.1	0.481	11986	8291	rx56.c8b40
-
130506	0	1010	8807	162403	0.008	0.067	1.244	31669	54.9	0.243	67	410.8	450.9	0.0	0.813	21687	300	pg123.c8b40part8
-
89989	0	0	7	122850	0.000	0.000	1.365	43953	42.8	0.488	76	393.2	426.7	43.8	0.476	12289	450	my5731.c14b40part8
74006	0	0	5	110368	0.000	0.000	1.491	84472	48.2	1.141	104	391.6	425.2	44.0	0.626	10148	300	my8018.c14b40part8
77745	0	38	616	155860	0.000	0.008	2.005	65717	49.1	0.845	101	391.5	425.0	44.0	0.300	10639	300	my8020.c14b40part8
76046	0	45	716	152376	0.001	0.009	2.004	63983	48.9	0.841	103	390.6	424.1	44.0	0.950	10434	250	my8021.c14b40part8
-
90600	0	0	4	101178	0.000	0.000	1.117	48805	44.5	0.539	79	402.5	436.0	46.3	0.425	12336	749	my5731.c15b40part8
78431	0	1	5	87353	0.000	0.000	1.114	90093	49.2	1.149	100	396.1	429.7	46.6	0.483	10738	549	my8018.c15b40part8
75758	0	132	1058	106683	0.002	0.014	1.408	66798	48.1	0.882	102	395.4	429.0	46.6	1.972	10688	250	my8020.c15b40part8
73869	0	133	1066	106550	0.002	0.014	1.442	66189	48.1	0.896	104	395.0	428.6	46.6	2.809	10444	200	my8021.c15b40part8

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	32060	1002	8106	19012	0.031	0.253	24.084	125236	39.5	3.906	197	406.3	446.4	0.0	0.027	4011	3883	pg123.c8b40
790	23645	740	11846	34043	0.031	0.501	43.098	97560	48.3	4.126	327	488.6	539.1	43.7	0.279	3052	2735	my8021.c14b40
790	17404	0	0	996	0.000	0.000	1.261	71779	47.2	4.124	434	219.5	223.5	42.1	0.055	2206	2079	rx56.c7b40
790	17328	4	48	1510	0.000	0.003	1.911	71460	47.3	4.124	437	96.7	100.6	42.1	0.036	2174	2014	rx56.c8b40
-
790	31828	1002	8106	19181	0.031	0.255	24.283	124276	39.9	3.905	201	406.3	446.3	0.0	0.023	4059	3883	pg120.c8b40
789	32060	1002	8106	19012	0.031	0.253	24.084	125236	39.5	3.906	197	406.3	446.4	0.0	0.027	4011	3883	pg123.c8b40
-
790	25253	845	13517	41694	0.033	0.535	52.783	102374	49.2	4.054	312	491.8	542.3	43.5	0.219	3260	2989	my5731.c14b40
790	23690	825	13193	40882	0.035	0.557	51.756	97946	48.6	4.134	328	489.8	540.2	44.2	0.372	3037	2845	my8018.c14b40
790	23664	713	11412	33872	0.030	0.482	42.882	97523	48.6	4.121	329	489.5	540.0	43.7	0.156	3005	2797	my8020.c14b40
790	23645	740	11846	34043	0.031	0.501	43.098	97560	48.3	4.126	327	488.6	539.1	43.7	0.279	3052	2735	my8021.c14b40
-
790	24871	2012	16097	40414	0.081	0.647	51.164	105495	49.6	4.242	319	505.0	555.7	46.1	0.464	3228	2877	my5731.c15b40
790	23188	2014	16115	38647	0.087	0.695	48.927	101884	49.6	4.394	342	497.2	547.6	46.2	1.205	2877	2525	my8018.c15b40
790	23001	1912	15299	41387	0.083	0.665	52.395	102214	49.7	4.444	346	496.2	546.7	47.0	0.631	2877	2701	my8020.c15b40
790	22978	1925	15402	41699	0.084	0.670	52.790	102335	49.5	4.454	345	495.2	545.7	46.2	0.421	2959	2701	my8021.c15b40
-
790	17404	0	0	996	0.000	0.000	1.261	71779	47.2	4.124	434	219.5	223.5	42.1	0.055	2206	2079	rx56.c7b40
790	17328	4	48	1510	0.000	0.003	1.911	71460	47.3	4.124	437	96.7	100.6	42.1	0.036	2174	2014	rx56.c8b40
-
790	12652	0	0	5253	0.000	0.000	6.650	49735	45.0	3.931	569	411.5	451.5	0.0	0.029	1598	1566	pg123.c8b40part8
-
790	277	8896	142338	21236	32.151	514.414	26.884	20870	1.7	75.423	983	393.7	427.3	43.8	2.362	32	0	my5731.c14b40part8
790	285	9131	146089	21410	32.015	512.234	27.105	24593	2.7	86.230	1515	392.2	425.7	44.0	2.531	32	16	my8018.c14b40part8
790	287	9234	147753	21888	32.165	514.638	27.709	25042	2.0	87.225	1115	392.0	425.6	44.0	2.322	32	16	my8020.c14b40part8
789	270	8713	139403	21244	32.329	517.265	26.911	23934	2.0	88.809	1187	391.1	424.7	43.7	2.166	32	0	my8021.c14b40part8
-
790	436	11121	88966	13265	25.518	204.144	16.794	26330	2.6	60.417	955	403.2	436.8	46.4	2.806	48	16	my5731.c15b40part8
789	401	10325	82604	13166	25.769	206.148	16.678	28084	2.5	70.088	998	396.9	430.4	46.2	2.822	48	16	my8018.c15b40part8
790	398	10233	81862	13160	25.736	205.889	16.661	28066	2.4	70.588	966	396.1	429.7	46.6	1.592	48	16	my8020.c15b40part8
789	403	10390	83120	13114	25.756	206.049	16.613	28537	2.5	70.741	992	395.7	429.3	46.2	1.576	48	16	my8021.c15b40part8

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	31017	1987	16041	37110	0.064	0.517	23.503	121904	42.5	3.930	219	407.2	447.3	0.0	0.021	3820	3628	pg123.c8b40
1580	23825	526	8416	27629	0.022	0.353	17.489	97110	48.5	4.076	326	489.6	540.1	43.7	0.578	3052	2910	my8021.c14b40
1579	17287	1	9	1858	0.000	0.001	1.177	71427	47.6	4.132	441	220.2	220.9	42.1	0.069	2190	2014	rx56.c7b40
1580	17173	3	14	1583	0.000	0.001	1.002	70907	47.8	4.129	445	97.1	97.8	42.1	0.063	2143	1999	rx56.c8b40
-
1579	30816	1987	16061	37337	0.064	0.521	23.647	121222	43.0	3.934	223	407.2	447.2	0.0	0.028	3820	3660	pg120.c8b40
1579	31017	1987	16041	37110	0.064	0.517	23.503	121904	42.5	3.930	219	407.2	447.3	0.0	0.021	3820	3628	pg123.c8b40
-
1580	25679	524	8393	28822	0.020	0.327	18.244	102271	48.5	3.983	302	492.8	543.3	43.5	0.400	3228	3132	my5731.c14b40
1579	23998	528	8443	28739	0.022	0.352	18.202	97428	48.5	4.060	323	490.7	541.2	44.2	0.823	3021	2925	my8018.c14b40
1579	23760	526	8418	28175	0.022	0.354	17.845	96959	48.8	4.081	329	490.5	540.9	43.7	0.853	3021	2925	my8020.c14b40
1580	23825	526	8416	27629	0.022	0.353	17.489	97110	48.5	4.076	326	489.6	540.1	43.7	0.578	3052	2910	my8021.c14b40
-
1580	25643	836	6689	21172	0.033	0.261	13.402	103560	48.9	4.039	305	505.9	556.6	46.1	0.347	3228	3116	my5731.c15b40
1580	23870	879	7035	23348	0.037	0.295	14.779	98887	48.8	4.143	327	498.1	548.5	46.2	1.880	3005	2879	my8018.c15b40
1580	23825	799	6390	20528	0.034	0.268	12.994	98682	48.2	4.142	324	497.1	547.6	47.0	0.103	2989	2909	my8020.c15b40
1580	23812	803	6422	20607	0.034	0.270	13.044	98776	48.3	4.148	325	496.2	546.6	46.2	0.438	3020	2941	my8021.c15b40
-
1579	17287	1	9	1858	0.000	0.001	1.177	71427	47.6	4.132	441	220.2	220.9	42.1	0.069	2190	2014	rx56.c7b40
1580	17173	3	14	1583	0.000	0.001	1.002	70907	47.8	4.129	445	97.1	97.8	42.1	0.063	2143	1999	rx56.c8b40
-
1580	12659	0	0	6779	0.000	0.000	4.291	49736	45.5	3.929	575	412.4	452.4	0.0	0.032	1598	1550	pg123.c8b40part8
-
1580	258	8643	138286	22647	33.474	535.578	14.335	20646	2.0	79.963	1239	395.5	429.1	43.8	2.385	32	0	my5731.c14b40part8
1579	279	9282	148520	23738	33.307	532.904	15.034	25518	3.3	91.560	1895	393.9	427.5	44.0	1.941	32	16	my8018.c14b40part8
1579	278	9256	148099	23494	33.260	532.158	14.880	25998	2.0	93.416	1150	393.6	427.2	44.0	3.132	32	0	my8020.c14b40part8
1579	259	8673	138773	22618	33.514	536.218	14.325	24389	2.0	94.240	1237	392.9	426.5	43.7	2.622	32	0	my8021.c14b40part8
-
1578	418	11076	88607	16457	26.529	212.232	10.429	26669	2.9	63.878	1111	405.2	438.8	46.4	2.072	48	16	my5731.c15b40part8
1579	392	10534	84275	16543	26.874	214.988	10.478	29926	3.5	76.343	1429	398.8	432.3	46.2	2.562	48	16	my8018.c15b40part8
1579	382	10267	82136	16409	26.849	214.790	10.392	29764	3.3	77.836	1381	398.0	431.6	46.6	1.864	48	16	my8020.c15b40part8
1576	399	10680	85443	16766	26.761	214.090	10.637	30828	3.5	77.245	1403	397.6	431.2	46.2	2.204	48	16	my8021.c15b40part8

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	28720	3988	32189	73396	0.139	1.121	23.243	114461	48.8	3.985	272	409.3	449.3	0.0	0.024	3836	2941	pg123.c8b40
3160	23501	550	8802	35593	0.023	0.375	11.265	96565	49.7	4.109	338	491.7	542.1	43.7	0.502	2943	2845	my8021.c14b40
3160	17099	6	35	5336	0.000	0.002	1.689	70656	48.6	4.132	455	221.5	223.7	42.1	0.046	2189	1982	rx56.c7b40
3160	17065	0	0	4468	0.000	0.000	1.414	70500	48.4	4.131	454	97.7	99.9	42.1	0.141	2158	1919	rx56.c8b40
-
3160	28609	3988	32235	74588	0.139	1.127	23.607	114102	48.9	3.988	273	409.2	449.3	0.0	0.026	3900	3068	pg120.c8b40
3158	28720	3988	32189	73396	0.139	1.121	23.243	114461	48.8	3.985	272	409.3	449.3	0.0	0.024	3836	2941	pg123.c8b40
-
3160	25411	552	8835	35858	0.022	0.348	11.349	101237	49.5	3.984	312	495.0	545.4	43.5	0.392	3180	3037	my5731.c14b40
3160	23703	554	8857	35853	0.023	0.374	11.347	96744	49.7	4.082	335	492.8	543.2	44.2	0.699	3006	2878	my8018.c14b40
3160	23605	558	8930	35324	0.024	0.378	11.180	96893	49.7	4.105	337	492.5	543.0	43.7	0.759	2973	2861	my8020.c14b40
3160	23501	550	8802	35593	0.023	0.375	11.265	96565	49.7	4.109	338	491.7	542.1	43.7	0.502	2943	2845	my8021.c14b40
-
3160	25285	1015	8119	28993	0.040	0.321	9.176	103086	49.7	4.077	314	507.5	558.2	46.1	0.431	3231	3006	my5731.c15b40
3160	23614	1021	8167	28418	0.043	0.346	8.994	98935	49.9	4.190	338	499.6	550.0	46.2	1.303	2941	2830	my8018.c15b40
3160	23491	1006	8045	28226	0.043	0.342	8.933	99225	49.7	4.224	339	498.7	549.1	47.0	0.162	2941	2845	my8020.c15b40
3160	23480	1012	8098	28221	0.043	0.345	8.932	99181	49.8	4.224	339	497.7	548.1	46.2	0.506	3005	2829	my8021.c15b40
-
3160	17099	6	35	5336	0.000	0.002	1.689	70656	48.6	4.132	455	221.5	223.7	42.1	0.046	2189	1982	rx56.c7b40
3160	17065	0	0	4468	0.000	0.000	1.414	70500	48.4	4.131	454	97.7	99.9	42.1	0.141	2158	1919	rx56.c8b40
-
3160	12600	8	68	8505	0.001	0.005	2.692	49585	46.3	3.935	588	414.6	454.3	0.0	0.032	1614	1518	pg123.c8b40part8
-
3154	244	8770	140317	32133	36.016	576.251	10.187	21965	2.7	90.206	1774	402.4	435.9	43.8	3.009	32	16	my5731.c14b40part8
3156	252	9043	144694	32897	35.829	573.271	10.423	26545	4.2	105.171	2662	400.7	434.3	44.0	2.232	32	16	my8018.c14b40part8
3151	253	9083	145333	33137	35.931	574.893	10.517	27007	3.1	106.832	1962	400.4	433.9	44.0	2.825	32	0	my8020.c14b40part8
3156	237	8551	136821	31151	36.021	576.331	9.870	25667	3.0	108.118	2022	399.7	433.3	43.7	2.316	32	0	my8021.c14b40part8
-
3156	392	11455	91643	23542	29.193	233.546	7.459	28667	3.8	73.055	1549	410.8	444.3	46.4	1.730	48	16	my5731.c15b40part8
3153	357	10524	84191	23534	29.479	235.830	7.465	32524	4.2	91.104	1882	404.3	437.9	46.2	2.475	48	0	my8018.c15b40part8
3153	350	10370	82962	23357	29.629	237.033	7.409	32844	3.9	93.841	1783	403.5	437.1	46.6	1.831	48	16	my8020.c15b40part8
3160	365	10772	86173	23668	29.479	235.833	7.491	33691	4.4	92.202	1927	403.1	436.7	46.2	2.070	48	16	my8021.c15b40part8

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
3933	27524	4968	40070	94205	0.180	1.456	23.955	110400	52.2	4.011	303	412.4	452.5	0.0	0.027	3630	2878	pg123.c8b40
4726	22769	921	14730	54943	0.040	0.647	11.625	96492	51.6	4.238	363	494.6	545.1	43.7	4.521	2925	2653	my8021.c14b40
4739	16921	26	227	7591	0.002	0.013	1.602	70189	49.4	4.148	467	223.5	224.0	42.2	0.129	2170	1951	rx56.c7b40
4739	16894	49	360	6307	0.003	0.021	1.331	70016	49.4	4.144	468	98.6	99.1	42.1	0.163	2142	1950	rx56.c8b40
-
4030	27436	5094	41185	96049	0.186	1.501	23.835	110076	52.4	4.012	306	412.4	452.4	0.0	0.025	3372	2877	pg120.c8b40
3933	27524	4968	40070	94205	0.180	1.456	23.955	110400	52.2	4.011	303	412.4	452.5	0.0	0.027	3630	2878	pg123.c8b40
-
4739	24700	945	15124	56033	0.038	0.612	11.823	100078	51.2	4.052	332	497.9	548.4	43.5	0.833	3133	2893	my5731.c14b40
4732	23137	898	14362	53403	0.039	0.621	11.287	96933	51.2	4.189	354	495.7	546.1	44.2	2.184	2925	2735	my8018.c14b40
4734	22814	932	14905	54713	0.041	0.653	11.557	97286	51.7	4.264	363	495.4	545.8	43.7	1.641	2911	2493	my8020.c14b40
4726	22769	921	14730	54943	0.040	0.647	11.625	96492	51.6	4.238	363	494.6	545.1	43.7	4.521	2925	2653	my8021.c14b40
-
4739	24691	1495	11960	41045	0.061	0.484	8.660	103047	51.4	4.173	333	510.3	561.0	46.1	0.337	3037	2813	my5731.c15b40
4734	23047	1495	11959	38916	0.065	0.519	8.220	99794	51.4	4.330	357	502.4	552.8	46.2	1.735	2893	2621	my8018.c15b40
4739	22820	1497	11973	41587	0.066	0.525	8.775	100366	51.8	4.398	363	501.4	551.9	47.0	0.384	2845	2606	my8020.c15b40
4739	22809	1500	11997	41732	0.066	0.526	8.805	100376	51.8	4.401	363	500.5	551.0	46.2	0.271	2893	2621	my8021.c15b40
-
4739	16921	26	227	7591	0.002	0.013	1.602	70189	49.4	4.148	467	223.5	224.0	42.2	0.129	2170	1951	rx56.c7b40
4739	16894	49	360	6307	0.003	0.021	1.331	70016	49.4	4.144	468	98.6	99.1	42.1	0.163	2142	1950	rx56.c8b40
-
4739	12524	1	5	12341	0.000	0.000	2.604	49289	47.2	3.935	603	420.3	458.0	0.0	0.037	1583	1455	pg123.c8b40part8
-
4737	220	8410	134555	39957	38.174	610.782	8.435	21973	3.4	99.739	2469	409.7	443.3	43.9	1.743	32	0	my5731.c14b40part8
4737	235	8872	141953	40652	37.705	603.284	8.582	28314	5.4	120.332	3672	408.2	441.8	44.0	1.820	32	16	my8018.c14b40part8
4714	240	9005	144073	40532	37.535	600.556	8.599	29255	4.3	121.947	2868	407.7	441.3	44.0	3.525	32	0	my8020.c14b40part8
4729	226	8572	137160	39641	37.864	605.831	8.383	28140	4.2	124.293	2968	407.1	440.6	43.7	2.191	32	0	my8021.c14b40part8
-
4737	365	11181	89445	29732	30.607	244.854	6.277	29890	4.8	81.823	2102	417.8	451.4	46.4	1.342	48	16	my5731.c15b40part8
4729	344	10678	85420	29020	31.012	248.097	6.137	34697	5.5	100.774	2556	411.2	444.8	46.2	2.271	48	16	my8018.c15b40part8
4729	329	10299	82390	28631	31.313	250.502	6.054	34960	5.1	106.295	2481	410.5	444.0	46.6	2.385	48	16	my8020.c15b40part8
4732	347	10739	85912	29277	30.984	247.870	6.188	35897	5.6	103.568	2585	410.0	443.6	46.2	1.482	48	16	my8021.c15b40part8

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
4053	27438	5144	41539	96432	0.187	1.514	23.791	109591	53.1	3.994	310	417.2	457.2	0.0	0.023	3516	2846	pg123.c8b40
6319	22141	1354	21664	75809	0.061	0.978	11.997	96433	53.8	4.355	389	497.8	548.3	43.7	0.863	2847	2605	my8021.c14b40
6319	16744	45	244	9317	0.003	0.015	1.474	69641	50.4	4.159	482	226.1	229.5	42.8	0.045	2126	1934	rx56.c7b40
6319	16668	125	727	8983	0.007	0.044	1.422	69422	50.2	4.165	482	99.8	103.1	42.3	0.093	2110	1917	rx56.c8b40
-
4049	27472	5135	41558	96327	0.187	1.513	23.789	109698	53.1	3.993	309	417.2	457.2	0.0	0.043	3324	2861	pg120.c8b40
4053	27438	5144	41539	96432	0.187	1.514	23.791	109591	53.1	3.994	310	417.2	457.2	0.0	0.023	3516	2846	pg123.c8b40
-
6316	24202	1437	22995	65007	0.059	0.950	10.293	98817	52.9	4.083	350	501.1	551.6	43.5	1.830	3053	2733	my5731.c14b40
6319	22594	1414	22625	66311	0.063	1.001	10.494	96297	53.3	4.262	377	498.9	549.3	44.2	1.249	2885	2653	my8018.c14b40
6319	22212	1358	21731	75748	0.061	0.978	11.987	96656	53.7	4.351	387	498.6	549.1	43.7	1.226	2845	2589	my8020.c14b40
6319	22141	1354	21664	75809	0.061	0.978	11.997	96433	53.8	4.355	389	497.8	548.3	43.7	0.863	2847	2605	my8021.c14b40
-
6309	24275	1869	14953	45638	0.077	0.616	7.234	102624	52.9	4.228	349	513.8	564.5	46.1	1.186	3054	2669	my5731.c15b40
6316	22597	1799	14393	43930	0.080	0.637	6.956	100596	52.9	4.452	375	505.8	556.3	46.2	0.948	2894	2541	my8018.c15b40
6319	22333	2062	16498	54682	0.092	0.739	8.653	102122	53.6	4.573	384	504.9	555.3	47.1	0.887	2781	2525	my8020.c15b40
6316	22249	2064	16509	54887	0.093	0.742	8.691	102240	53.9	4.595	388	503.9	554.3	46.2	0.495	2734	2461	my8021.c15b40
-
6319	16744	45	244	9317	0.003	0.015	1.474	69641	50.4	4.159	482	226.1	229.5	42.8	0.045	2126	1934	rx56.c7b40
6319	16668	125	727	8983	0.007	0.044	1.422	69422	50.2	4.165	482	99.8	103.1	42.3	0.093	2110	1917	rx56.c8b40
-
6319	12441	455	7041	17460	0.037	0.566	2.763	49629	47.9	3.989	616	430.4	467.0	0.0	0.032	1582	1454	pg123.c8b40part8
-
6319	212	8251	132012	40699	39.011	624.171	6.440	21859	4.3	103.354	3253	413.1	446.7	43.9	2.361	32	0	my5731.c14b40part8
6316	231	8817	141072	41391	38.202	611.230	6.554	28690	6.4	124.306	4437	411.8	445.4	44.0	2.077	32	0	my8018.c14b40part8
6319	234	8915	142644	41226	38.132	610.110	6.524	28580	5.4	122.243	3696	411.0	444.6	44.0	2.301	32	16	my8020.c14b40part8
6312	225	8632	138111	41527	38.381	614.100	6.579	28552	5.5	126.954	3913	410.5	444.1	43.7	2.476	32	0	my8021.c14b40part8
-
6319	360	11088	88702	29647	30.782	246.259	4.692	30519	6.5	84.728	2887	422.0	456.4	46.4	1.354	48	16	my5731.c15b40part8
6312	336	10486	83892	28820	31.256	250.050	4.566	33846	6.5	100.881	3100	415.4	449.7	46.2	3.101	48	0	my8018.c15b40part8
6319	329	10325	82602	28328	31.412	251.300	4.483	34392	6.5	104.630	3164	414.7	448.9	46.6	1.661	48	16	my8020.c15b40part8
6316	336	10558	84467	29527	31.433	251.464	4.675	34804	6.6	103.615	3144	414.3	448.6	46.2	1.579	48	16	my8021.c15b40part8

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
3821	27603	5026	40984	93314	0.182	1.485	24.424	110170	53.1	3.991	308	428.1	468.1	0.0	0.027	3548	2877	pg123.c8b40
7856	21476	1693	27094	90545	0.079	1.262	11.526	97167	55.4	4.524	413	502.8	553.2	43.7	1.500	2765	2047	my8021.c14b40
7899	16522	94	566	12884	0.006	0.034	1.631	68965	51.2	4.174	496	229.4	232.5	42.8	0.144	2110	1918	rx56.c7b40
7899	16348	227	2687	13398	0.014	0.164	1.696	68319	52.4	4.179	513	101.5	104.5	43.0	0.179	2062	1886	rx56.c8b40
-
3855	27430	5066	41349	94040	0.185	1.507	24.392	109453	53.5	3.990	312	428.1	468.1	0.0	0.026	3548	2893	pg120.c8b40
3821	27603	5026	40984	93314	0.182	1.485	24.424	110170	53.1	3.991	308	428.1	468.1	0.0	0.027	3548	2877	pg123.c8b40
-
7882	23807	1508	24128	71892	0.063	1.014	9.121	98148	54.0	4.123	363	506.2	556.6	43.5	1.737	2958	2557	my5731.c14b40
7886	22244	1494	23898	71318	0.067	1.074	9.044	96697	54.4	4.347	391	503.9	554.3	44.2	1.985	2799	2541	my8018.c14b40
7852	21527	1705	27274	91029	0.079	1.267	11.594	97820	55.0	4.544	409	503.5	553.9	43.7	2.829	2749	1598	my8020.c14b40
7856	21476	1693	27094	90545	0.079	1.262	11.526	97167	55.4	4.524	413	502.8	553.2	43.7	1.500	2765	2047	my8021.c14b40
-
7847	24130	1945	15558	48770	0.081	0.645	6.215	102267	53.9	4.238	357	518.2	568.8	46.1	1.524	3005	2733	my5731.c15b40
7895	22334	1912	15293	47874	0.086	0.685	6.064	101691	54.4	4.553	390	510.1	560.5	46.2	0.623	2798	2493	my8018.c15b40
7895	21898	2521	20166	63608	0.115	0.921	8.057	103569	55.8	4.729	408	509.2	559.7	47.1	0.650	2861	2525	my8020.c15b40
7895	21898	2516	20124	63583	0.115	0.919	8.054	103198	55.9	4.713	408	508.3	558.7	46.2	0.660	2717	2333	my8021.c15b40
-
7899	16522	94	566	12884	0.006	0.034	1.631	68965	51.2	4.174	496	229.4	232.5	42.8	0.144	2110	1918	rx56.c7b40
7899	16348	227	2687	13398	0.014	0.164	1.696	68319	52.4	4.179	513	101.5	104.5	43.0	0.179	2062	1886	rx56.c8b40
-
7899	12416	638	9573	19732	0.051	0.771	2.498	49926	48.7	4.021	628	436.8	473.3	0.0	0.036	1582	1390	pg123.c8b40part8
-
7899	220	8742	139872	46259	39.773	636.361	5.856	24461	5.6	111.286	4076	418.0	451.5	43.8	2.415	32	0	my5731.c14b40part8
7886	224	8864	141827	44370	39.502	632.029	5.626	29491	6.7	131.423	4777	416.5	450.1	44.0	2.015	32	0	my8018.c14b40part8
7877	231	9102	145637	45610	39.387	630.190	5.790	30658	6.4	132.662	4431	415.7	449.2	44.0	3.442	32	0	my8020.c14b40part8
7895	223	8818	141093	44951	39.615	633.843	5.694	29717	6.5	133.497	4672	415.2	448.8	43.7	2.735	32	0	my8021.c14b40part8
-
7895	335	10788	86307	31981	32.166	257.326	4.051	30039	7.0	89.562	3339	426.3	461.0	46.4	1.931	48	16	my5731.c15b40part8
7895	335	10800	86397	31824	32.276	258.209	4.031	35747	7.6	106.836	3634	419.8	454.3	46.2	2.379	48	16	my8018.c15b40part8
7860	320	10403	83228	30951	32.531	260.249	3.938	36061	7.5	112.761	3752	418.9	453.4	46.2	2.651	48	16	my8020.c15b40part8
7886	320	10425	83398	31785	32.577	260.619	4.031	35886	7.6	112.143	3800	418.6	453.1	46.2	2.244	48	16	my8021.c15b40part8

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	98.270	1.714	0.012	0.004	0.000	0.000	0.000	0.000	0.550	pg120.c8b40
0.000	0.000	98.211	1.774	0.011	0.004	0.000	0.000	0.000	0.000	0.253	pg123.c8b40
-
0.000	0.000	4.677	92.932	2.246	0.123	0.021	0.000	0.000	0.000	0.406	my5731.c14b40
0.000	0.000	1.167	96.581	2.194	0.047	0.011	0.000	0.000	0.000	0.437	my8018.c14b40
0.000	0.000	1.024	96.782	2.156	0.025	0.013	0.000	0.000	0.000	0.450	my8020.c14b40
0.000	0.000	0.651	97.150	2.155	0.029	0.016	0.000	0.000	0.000	0.581	my8021.c14b40
-
0.000	0.000	15.072	82.433	2.360	0.109	0.026	0.000	0.000	0.000	0.473	my5731.c15b40
0.000	0.000	2.688	95.039	2.175	0.078	0.020	0.000	0.000	0.000	0.413	my8018.c15b40
0.000	0.000	1.840	95.928	2.196	0.021	0.016	0.000	0.000	0.000	0.394	my8020.c15b40
0.000	0.000	0.922	96.847	2.193	0.023	0.015	0.000	0.000	0.000	0.405	my8021.c15b40
-
0.000	0.000	98.743	1.226	0.002	0.016	0.013	0.000	0.000	0.000	0.451	rx56.c7b40
0.000	0.000	98.391	1.578	0.002	0.014	0.015	0.000	0.000	0.000	0.421	rx56.c8b40
-
0.000	0.000	98.279	1.704	0.012	0.004	0.000	0.000	0.000	0.000	0.587	pg123.c8b40part8
-
0.000	0.000	4.644	93.090	2.191	0.074	0.000	0.000	0.000	0.000	0.296	my5731.c14b40part8
0.000	0.000	0.919	96.822	2.195	0.051	0.012	0.000	0.000	0.000	0.412	my8018.c14b40part8
0.000	0.000	0.851	96.956	2.145	0.048	0.001	0.000	0.000	0.000	0.564	my8020.c14b40part8
0.000	0.000	0.531	97.281	2.143	0.044	0.001	0.000	0.000	0.000	0.408	my8021.c14b40part8
-
0.000	0.000	16.088	81.603	2.256	0.052	0.001	0.000	0.000	0.000	0.339	my5731.c15b40part8
0.000	0.000	2.120	95.587	2.242	0.050	0.001	0.000	0.000	0.000	0.513	my8018.c15b40part8
0.000	0.000	1.405	96.372	2.187	0.036	0.000	0.000	0.000	0.000	0.440	my8020.c15b40part8
0.000	0.000	0.943	96.834	2.188	0.035	0.000	0.000	0.000	0.000	0.314	my8021.c15b40part8

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	5.052	94.440	0.508	0.000	0.000	0.000	0.917	pg120.c8b40
0.000	0.000	0.000	0.000	7.316	92.392	0.293	0.000	0.000	0.000	0.827	pg123.c8b40
-
0.000	0.000	0.580	67.516	20.349	6.130	5.372	0.052	0.000	0.000	3.398	my5731.c14b40
0.000	0.000	0.025	67.622	20.809	6.123	5.371	0.051	0.000	0.000	3.362	my8018.c14b40
0.000	0.000	0.009	69.456	19.622	5.739	5.127	0.048	0.000	0.000	2.594	my8020.c14b40
0.000	0.000	0.001	69.658	19.434	5.743	5.126	0.038	0.000	0.000	4.252	my8021.c14b40
-
0.000	0.000	0.344	53.637	24.638	12.355	8.937	0.088	0.000	0.000	3.627	my5731.c15b40
0.000	0.000	0.053	50.333	27.545	12.530	9.459	0.081	0.000	0.000	3.066	my8018.c15b40
0.000	0.000	0.004	55.499	24.239	11.941	8.283	0.034	0.000	0.000	2.149	my8020.c15b40
0.000	0.000	0.001	55.084	24.187	12.492	8.198	0.038	0.000	0.000	2.218	my8021.c15b40
-
0.000	0.000	48.779	51.182	0.025	0.002	0.013	0.000	0.000	0.000	0.308	rx56.c7b40
0.000	0.000	47.919	52.033	0.033	0.000	0.014	0.000	0.000	0.000	0.481	rx56.c8b40
-
0.000	0.000	92.875	5.838	1.073	0.211	0.003	0.000	0.000	0.000	0.813	pg123.c8b40part8
-
0.000	0.000	89.848	7.308	2.588	0.254	0.002	0.000	0.000	0.000	0.476	my5731.c14b40part8
0.000	0.000	29.954	67.146	2.592	0.302	0.006	0.000	0.000	0.000	0.626	my8018.c14b40part8
0.000	0.000	26.371	71.161	2.226	0.240	0.001	0.000	0.000	0.000	0.300	my8020.c14b40part8
0.000	0.000	17.348	80.144	2.267	0.236	0.004	0.000	0.000	0.000	0.950	my8021.c14b40part8
-
0.000	0.000	85.646	11.770	2.462	0.122	0.001	0.000	0.000	0.000	0.425	my5731.c15b40part8
0.000	0.000	34.747	62.523	2.509	0.219	0.001	0.000	0.000	0.000	0.483	my8018.c15b40part8
0.000	0.000	21.305	76.261	2.124	0.306	0.003	0.001	0.000	0.000	1.972	my8020.c15b40part8
0.000	0.000	10.790	86.766	2.148	0.278	0.018	0.001	0.000	0.000	2.809	my8021.c15b40part8

q100.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
95.336	4.587	0.075	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.023	pg120.c8b40
95.669	4.256	0.074	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40
-
5.967	94.005	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.219	my5731.c14b40
0.022	99.940	0.037	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.372	my8018.c14b40
0.022	99.947	0.031	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.156	my8020.c14b40
0.023	99.938	0.038	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.279	my8021.c14b40
-
3.265	96.707	0.027	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.464	my5731.c15b40
0.018	99.940	0.040	0.001	0.001	0.000	0.000	0.000	0.000	0.000	1.205	my8018.c15b40
0.015	99.945	0.038	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.631	my8020.c15b40
0.016	99.939	0.043	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.421	my8021.c15b40
-
0.000	99.987	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.055	rx56.c7b40
0.000	99.984	0.016	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.036	rx56.c8b40
-
0.000	99.876	0.118	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.029	pg123.c8b40part8
-
0.000	45.892	0.493	1.879	38.306	13.260	0.155	0.015	0.000	0.000	2.362	my5731.c14b40part8
0.000	45.873	0.628	2.040	39.748	11.572	0.131	0.007	0.000	0.000	2.531	my8018.c14b40part8
0.000	45.599	0.509	2.039	40.124	11.616	0.104	0.008	0.000	0.000	2.322	my8020.c14b40part8
0.000	45.701	0.472	1.851	37.019	14.764	0.172	0.021	0.000	0.000	2.166	my8021.c14b40part8
-
0.000	61.985	0.225	0.350	34.923	2.444	0.065	0.008	0.000	0.000	2.806	my5731.c15b40part8
0.000	61.673	0.270	0.313	33.377	4.238	0.119	0.010	0.000	0.000	2.822	my8018.c15b40part8
0.000	61.664	0.242	0.309	32.796	4.897	0.091	0.001	0.000	0.000	1.592	my8020.c15b40part8
0.000	61.607	0.256	0.314	33.639	4.087	0.092	0.005	0.000	0.000	1.576	my8021.c15b40part8

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	2.528	96.448	1.024	0.000	0.000	0.000	0.917	pg120.c8b40
0.000	0.000	0.000	0.000	3.615	95.507	0.878	0.000	0.000	0.000	0.750	pg123.c8b40
-
0.000	0.000	0.014	73.045	25.771	1.125	0.045	0.000	0.000	0.000	0.314	my5731.c14b40
0.000	0.000	0.000	70.486	28.406	1.042	0.066	0.000	0.000	0.000	0.493	my8018.c14b40
0.000	0.000	0.000	77.163	22.087	0.726	0.024	0.000	0.000	0.000	0.487	my8020.c14b40
0.000	0.000	0.000	72.983	26.326	0.677	0.014	0.000	0.000	0.000	0.382	my8021.c14b40
-
0.000	0.000	0.188	89.368	7.253	2.965	0.226	0.000	0.000	0.000	0.704	my5731.c15b40
0.000	0.000	0.000	76.753	19.413	3.319	0.483	0.031	0.000	0.000	1.344	my8018.c15b40
0.000	0.000	0.000	84.729	12.521	2.507	0.233	0.010	0.000	0.000	1.294	my8020.c15b40
0.000	0.000	0.000	81.278	15.927	2.670	0.125	0.000	0.000	0.000	0.541	my8021.c15b40
-
0.000	0.000	98.375	1.580	0.042	0.003	0.000	0.000	0.000	0.000	0.065	rx56.c7b40
0.000	0.000	97.833	2.153	0.014	0.000	0.000	0.000	0.000	0.000	0.029	rx56.c8b40
-
0.000	0.000	10.906	66.722	22.368	0.003	0.000	0.000	0.000	0.000	0.066	pg123.c8b40part8
-
0.000	0.000	25.976	70.226	3.184	0.431	0.170	0.014	0.000	0.000	3.242	my5731.c14b40part8
0.000	0.000	1.219	93.757	4.194	0.667	0.156	0.007	0.000	0.000	1.266	my8018.c14b40part8
0.000	0.000	11.264	85.424	2.826	0.312	0.174	0.000	0.000	0.000	0.936	my8020.c14b40part8
0.000	0.000	5.747	90.212	3.385	0.462	0.094	0.101	0.000	0.000	2.382	my8021.c14b40part8
-
0.000	0.000	6.653	85.066	7.184	0.806	0.229	0.062	0.000	0.000	2.730	my5731.c15b40part8
0.000	0.000	1.264	87.753	8.726	1.587	0.632	0.038	0.000	0.000	1.901	my8018.c15b40part8
0.000	0.000	2.545	88.226	7.955	1.069	0.205	0.000	0.000	0.000	0.544	my8020.c15b40part8
0.000	0.000	0.372	90.087	8.066	1.094	0.323	0.059	0.000	0.000	1.904	my8021.c15b40part8

q200.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
91.163	8.708	0.126	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.028	pg120.c8b40
91.415	8.438	0.145	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.021	pg123.c8b40
-
8.860	91.114	0.025	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.400	my5731.c14b40
0.026	99.934	0.039	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.823	my8018.c14b40
0.024	99.942	0.033	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.853	my8020.c14b40
0.024	99.937	0.037	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.578	my8021.c14b40
-
7.110	92.864	0.025	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.347	my5731.c15b40
0.023	99.940	0.036	0.001	0.000	0.000	0.000	0.000	0.000	0.000	1.880	my8018.c15b40
0.022	99.940	0.036	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.103	my8020.c15b40
0.023	99.940	0.036	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.438	my8021.c15b40
-
0.000	99.968	0.031	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.069	rx56.c7b40
0.000	99.974	0.025	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.063	rx56.c8b40
-
0.000	99.830	0.162	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.032	pg123.c8b40part8
-
0.000	44.882	0.408	1.585	36.891	15.999	0.220	0.014	0.000	0.000	2.385	my5731.c14b40part8
0.000	44.819	0.568	1.753	41.070	11.719	0.068	0.003	0.000	0.000	1.941	my8018.c14b40part8
0.000	44.904	0.457	1.749	41.164	11.608	0.106	0.013	0.000	0.000	3.132	my8020.c14b40part8
0.000	44.840	0.409	1.559	37.070	15.913	0.192	0.018	0.000	0.000	2.622	my8021.c14b40part8
-
0.000	60.894	0.211	0.334	35.534	2.937	0.086	0.005	0.000	0.000	2.072	my5731.c15b40part8
0.000	60.448	0.221	0.280	34.831	4.119	0.098	0.004	0.000	0.000	2.562	my8018.c15b40part8
0.000	60.478	0.215	0.290	34.077	4.809	0.124	0.006	0.000	0.000	1.864	my8020.c15b40part8
0.000	60.527	0.205	0.311	35.426	3.441	0.082	0.008	0.000	0.000	2.204	my8021.c15b40part8

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	5.635	94.087	0.278	0.000	0.000	0.000	0.598	pg120.c8b40
0.000	0.000	0.000	0.000	3.910	95.625	0.465	0.000	0.000	0.000	0.819	pg123.c8b40
-
0.000	0.000	0.188	96.132	3.399	0.271	0.010	0.000	0.000	0.000	0.428	my5731.c14b40
0.000	0.000	0.000	93.141	6.616	0.200	0.033	0.010	0.000	0.000	1.301	my8018.c14b40
0.000	0.000	0.000	95.014	4.658	0.250	0.073	0.005	0.000	0.000	1.144	my8020.c14b40
0.000	0.000	0.000	93.274	6.411	0.280	0.035	0.000	0.000	0.000	0.733	my8021.c14b40
-
0.000	0.000	1.007	94.703	3.927	0.309	0.054	0.000	0.000	0.000	0.453	my5731.c15b40
0.000	0.000	0.016	93.595	5.899	0.434	0.045	0.010	0.000	0.000	2.561	my8018.c15b40
0.000	0.000	0.002	93.054	6.717	0.219	0.009	0.000	0.000	0.000	0.309	my8020.c15b40
0.000	0.000	0.000	92.997	6.670	0.307	0.026	0.000	0.000	0.000	0.606	my8021.c15b40
-
0.000	0.000	88.446	11.516	0.024	0.014	0.000	0.000	0.000	0.000	0.155	rx56.c7b40
0.000	0.000	93.182	6.800	0.017	0.000	0.000	0.000	0.000	0.000	0.056	rx56.c8b40
-
0.000	0.000	41.880	45.856	12.260	0.003	0.000	0.000	0.000	0.000	0.071	pg123.c8b40part8
-
0.000	0.000	43.118	50.764	5.043	0.882	0.191	0.002	0.000	0.000	1.928	my5731.c14b40part8
0.000	0.000	3.993	89.873	5.491	0.552	0.071	0.019	0.000	0.000	1.745	my8018.c14b40part8
0.000	0.000	43.464	54.073	1.972	0.290	0.151	0.050	0.000	0.000	3.352	my8020.c14b40part8
0.000	0.000	18.174	77.262	3.613	0.602	0.278	0.071	0.000	0.000	2.480	my8021.c14b40part8
-
0.000	0.000	14.384	78.102	6.219	0.976	0.299	0.021	0.000	0.000	2.558	my5731.c15b40part8
0.000	0.000	3.283	85.262	9.580	1.521	0.337	0.017	0.000	0.000	1.704	my8018.c15b40part8
0.000	0.000	2.880	85.741	9.552	1.497	0.290	0.040	0.000	0.000	1.842	my8020.c15b40part8
0.000	0.000	3.705	88.066	6.962	0.958	0.193	0.116	0.000	0.000	3.575	my8021.c15b40part8

q400.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
81.058	18.613	0.322	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.026	pg120.c8b40
81.656	18.004	0.333	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.024	pg123.c8b40
-
7.808	92.128	0.056	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.392	my5731.c14b40
0.025	99.880	0.086	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.699	my8018.c14b40
0.023	99.879	0.087	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.759	my8020.c14b40
0.023	99.880	0.088	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.502	my8021.c14b40
-
6.057	93.875	0.062	0.006	0.001	0.000	0.000	0.000	0.000	0.000	0.431	my5731.c15b40
0.021	99.890	0.081	0.007	0.000	0.000	0.000	0.000	0.000	0.000	1.303	my8018.c15b40
0.020	99.886	0.087	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.162	my8020.c15b40
0.021	99.882	0.090	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.506	my8021.c15b40
-
0.000	99.919	0.071	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.046	rx56.c7b40
0.000	99.921	0.070	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.141	rx56.c8b40
-
0.000	99.715	0.269	0.016	0.001	0.000	0.000	0.000	0.000	0.000	0.032	pg123.c8b40part8
-
0.000	43.124	0.373	1.236	37.115	17.969	0.173	0.010	0.000	0.000	3.009	my5731.c14b40part8
0.000	43.121	0.535	1.263	38.845	16.137	0.095	0.004	0.000	0.000	2.232	my8018.c14b40part8
0.000	43.205	0.413	1.325	39.832	15.063	0.141	0.019	0.000	0.000	2.825	my8020.c14b40part8
0.000	43.114	0.378	1.197	36.176	18.862	0.244	0.029	0.000	0.000	2.316	my8021.c14b40part8
-
0.000	57.729	0.183	0.324	39.216	2.484	0.061	0.003	0.000	0.000	1.730	my5731.c15b40part8
0.000	57.483	0.202	0.243	37.272	4.669	0.117	0.012	0.000	0.000	2.475	my8018.c15b40part8
0.000	57.236	0.193	0.256	36.681	5.507	0.119	0.008	0.000	0.000	1.831	my8020.c15b40part8
0.000	57.319	0.209	0.286	37.755	4.351	0.075	0.005	0.000	0.000	2.070	my8021.c15b40part8

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	3.258	96.499	0.243	0.000	0.000	0.000	0.565	pg120.c8b40
0.000	0.000	0.000	0.000	3.497	96.153	0.351	0.000	0.000	0.000	0.571	pg123.c8b40
-
0.000	0.000	1.134	93.366	5.224	0.256	0.019	0.001	0.000	0.000	1.027	my5731.c14b40
0.000	0.000	0.001	91.504	8.197	0.278	0.020	0.000	0.000	0.000	0.911	my8018.c14b40
0.000	0.000	0.000	87.780	11.962	0.234	0.024	0.000	0.000	0.000	0.655	my8020.c14b40
0.000	0.000	0.000	89.122	10.631	0.214	0.032	0.000	0.000	0.000	0.835	my8021.c14b40
-
0.000	0.000	2.053	92.990	4.648	0.289	0.021	0.000	0.000	0.000	0.531	my5731.c15b40
0.000	0.000	0.028	93.686	5.955	0.306	0.023	0.003	0.000	0.000	1.504	my8018.c15b40
0.000	0.000	0.005	92.345	7.392	0.256	0.002	0.000	0.000	0.000	0.312	my8020.c15b40
0.000	0.000	0.000	92.064	7.697	0.219	0.020	0.000	0.000	0.000	0.673	my8021.c15b40
-
0.000	0.000	90.563	9.398	0.039	0.000	0.000	0.000	0.000	0.000	0.031	rx56.c7b40
0.000	0.000	87.400	12.554	0.046	0.000	0.000	0.000	0.000	0.000	0.029	rx56.c8b40
-
0.000	0.000	67.793	25.142	7.049	0.015	0.000	0.000	0.000	0.000	0.112	pg123.c8b40part8
-
0.000	0.000	52.142	41.332	5.995	0.460	0.058	0.012	0.000	0.000	3.963	my5731.c14b40part8
0.000	0.000	19.808	73.871	5.846	0.424	0.043	0.007	0.000	0.000	1.280	my8018.c14b40part8
0.000	0.000	29.463	64.573	5.313	0.428	0.168	0.055	0.000	0.000	2.591	my8020.c14b40part8
0.000	0.000	40.207	55.191	3.813	0.574	0.181	0.034	0.000	0.000	2.741	my8021.c14b40part8
-
0.000	0.000	29.769	65.788	3.832	0.510	0.094	0.007	0.000	0.000	1.530	my5731.c15b40part8
0.000	0.000	11.934	80.648	6.295	0.898	0.201	0.023	0.000	0.000	3.745	my8018.c15b40part8
0.000	0.000	14.672	78.363	5.825	0.954	0.158	0.029	0.000	0.000	3.368	my8020.c15b40part8
0.000	0.000	9.755	84.339	5.085	0.661	0.155	0.003	0.000	0.000	1.259	my8021.c15b40part8

q600.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
74.671	24.815	0.508	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.025	pg120.c8b40
75.158	24.325	0.509	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40
-
4.630	95.239	0.121	0.009	0.001	0.000	0.000	0.000	0.000	0.000	0.833	my5731.c14b40
0.022	99.867	0.101	0.009	0.001	0.000	0.000	0.000	0.000	0.000	2.184	my8018.c14b40
0.017	99.897	0.076	0.009	0.001	0.000	0.000	0.000	0.000	0.000	1.641	my8020.c14b40
0.019	99.851	0.119	0.011	0.001	0.000	0.000	0.000	0.000	0.000	4.521	my8021.c14b40
-
4.057	95.792	0.141	0.009	0.001	0.001	0.000	0.000	0.000	0.000	0.337	my5731.c15b40
0.019	99.831	0.138	0.010	0.001	0.001	0.000	0.000	0.000	0.000	1.735	my8018.c15b40
0.016	99.803	0.169	0.010	0.001	0.000	0.000	0.000	0.000	0.000	0.384	my8020.c15b40
0.018	99.795	0.176	0.009	0.001	0.000	0.000	0.000	0.000	0.000	0.271	my8021.c15b40
-
0.000	99.817	0.170	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.129	rx56.c7b40
0.000	99.824	0.161	0.015	0.000	0.000	0.000	0.000	0.000	0.000	0.163	rx56.c8b40
-
0.000	99.575	0.405	0.020	0.001	0.000	0.000	0.000	0.000	0.000	0.037	pg123.c8b40part8
-
0.000	41.888	0.453	0.956	32.002	24.491	0.197	0.012	0.000	0.000	1.743	my5731.c14b40part8
0.000	41.986	0.678	1.078	36.102	20.031	0.118	0.007	0.000	0.000	1.820	my8018.c14b40part8
0.000	42.175	0.529	1.151	38.103	17.883	0.133	0.026	0.000	0.000	3.525	my8020.c14b40part8
0.000	42.023	0.457	1.019	34.154	22.106	0.221	0.019	0.000	0.000	2.191	my8021.c14b40part8
-
0.000	56.122	0.246	0.340	39.757	3.475	0.058	0.003	0.000	0.000	1.342	my5731.c15b40part8
0.000	55.715	0.280	0.266	38.487	5.173	0.073	0.007	0.000	0.000	2.271	my8018.c15b40part8
0.000	55.372	0.247	0.284	37.943	5.989	0.148	0.016	0.000	0.000	2.385	my8020.c15b40part8
0.000	55.670	0.277	0.288	39.146	4.504	0.111	0.004	0.000	0.000	1.482	my8021.c15b40part8

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	1.130	98.426	0.444	0.000	0.000	0.000	0.817	pg120.c8b40
0.000	0.000	0.000	0.000	0.951	98.465	0.584	0.000	0.000	0.000	0.917	pg123.c8b40
-
0.000	0.000	0.132	92.704	6.679	0.450	0.036	0.000	0.000	0.000	0.905	my5731.c14b40
0.000	0.000	0.002	94.939	4.690	0.326	0.032	0.010	0.000	0.000	2.317	my8018.c14b40
0.000	0.000	0.000	96.491	3.124	0.323	0.056	0.005	0.000	0.000	1.686	my8020.c14b40
0.000	0.000	0.000	93.275	6.391	0.284	0.035	0.012	0.003	0.000	4.737	my8021.c14b40
-
0.000	0.000	0.383	89.759	8.618	1.180	0.060	0.000	0.000	0.000	0.838	my5731.c15b40
0.000	0.000	0.021	92.538	6.373	0.991	0.062	0.015	0.000	0.000	1.742	my8018.c15b40
0.000	0.000	0.001	88.234	10.700	1.025	0.040	0.000	0.000	0.000	0.545	my8020.c15b40
0.000	0.000	0.000	87.729	11.115	1.096	0.060	0.000	0.000	0.000	0.787	my8021.c15b40
-
0.000	0.000	69.328	30.323	0.321	0.027	0.000	0.000	0.000	0.000	0.182	rx56.c7b40
0.000	0.000	60.468	39.358	0.175	0.000	0.000	0.000	0.000	0.000	0.039	rx56.c8b40
-
0.000	0.000	72.936	21.877	5.182	0.005	0.000	0.000	0.000	0.000	0.073	pg123.c8b40part8
-
0.000	0.000	62.667	33.744	3.120	0.366	0.094	0.008	0.000	0.000	1.912	my5731.c14b40part8
0.000	0.000	11.329	84.273	4.053	0.307	0.028	0.009	0.000	0.000	1.411	my8018.c14b40part8
0.000	0.000	41.525	55.723	2.341	0.270	0.100	0.039	0.002	0.000	4.586	my8020.c14b40part8
0.000	0.000	45.854	51.354	2.273	0.387	0.106	0.027	0.000	0.000	1.985	my8021.c14b40part8
-
0.000	0.000	15.820	77.638	6.028	0.458	0.053	0.003	0.000	0.000	1.415	my5731.c15b40part8
0.000	0.000	8.391	85.169	5.819	0.555	0.060	0.003	0.003	0.000	5.488	my8018.c15b40part8
0.000	0.000	18.867	76.179	4.086	0.681	0.153	0.034	0.000	0.000	2.414	my8020.c15b40part8
0.000	0.000	4.833	88.523	5.866	0.653	0.113	0.012	0.000	0.000	2.106	my8021.c15b40part8

q800.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
74.226	25.257	0.510	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.043	pg120.c8b40
74.603	24.833	0.556	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.023	pg123.c8b40
-
2.942	96.924	0.124	0.009	0.001	0.000	0.000	0.000	0.000	0.000	1.830	my5731.c14b40
0.021	99.725	0.241	0.012	0.001	0.000	0.000	0.000	0.000	0.000	1.249	my8018.c14b40
0.014	99.756	0.215	0.013	0.001	0.000	0.000	0.000	0.000	0.000	1.226	my8020.c14b40
0.015	99.768	0.204	0.012	0.001	0.000	0.000	0.000	0.000	0.000	0.863	my8021.c14b40
-
2.607	97.171	0.210	0.010	0.002	0.001	0.000	0.000	0.000	0.000	1.186	my5731.c15b40
0.017	99.733	0.232	0.015	0.002	0.001	0.000	0.000	0.000	0.000	0.948	my8018.c15b40
0.013	99.783	0.190	0.012	0.001	0.001	0.000	0.000	0.000	0.000	0.887	my8020.c15b40
0.014	99.749	0.223	0.011	0.001	0.001	0.000	0.000	0.000	0.000	0.495	my8021.c15b40
-
0.000	99.697	0.286	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.045	rx56.c7b40
0.000	99.690	0.292	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.093	rx56.c8b40
-
0.000	99.389	0.582	0.029	0.001	0.000	0.000	0.000	0.000	0.000	0.032	pg123.c8b40part8
-
0.000	41.507	0.320	0.779	29.921	27.248	0.208	0.016	0.000	0.000	2.361	my5731.c14b40part8
0.000	41.800	0.555	0.960	36.123	20.394	0.156	0.012	0.000	0.000	2.077	my8018.c14b40part8
0.000	41.889	0.376	0.988	36.695	19.916	0.121	0.015	0.000	0.000	2.301	my8020.c14b40part8
0.000	41.864	0.383	0.903	34.524	22.104	0.201	0.021	0.000	0.000	2.476	my8021.c14b40part8
-
0.000	55.663	0.248	0.324	39.964	3.744	0.054	0.002	0.000	0.000	1.354	my5731.c15b40part8
0.000	55.281	0.218	0.249	38.804	5.320	0.112	0.015	0.000	0.000	3.101	my8018.c15b40part8
0.000	55.118	0.208	0.269	38.097	6.177	0.123	0.009	0.000	0.000	1.661	my8020.c15b40part8
0.000	55.088	0.192	0.261	39.143	5.193	0.117	0.006	0.000	0.000	1.579	my8021.c15b40part8

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	1.067	98.547	0.385	0.000	0.000	0.000	0.821	pg120.c8b40
0.000	0.000	0.000	0.000	0.932	98.743	0.325	0.000	0.000	0.000	0.898	pg123.c8b40
-
0.000	0.000	0.310	96.966	2.373	0.316	0.030	0.006	0.000	0.000	1.884	my5731.c14b40
0.000	0.000	0.000	90.897	8.764	0.326	0.012	0.001	0.000	0.000	1.411	my8018.c14b40
0.000	0.000	0.000	91.894	7.766	0.314	0.024	0.001	0.000	0.000	1.523	my8020.c14b40
0.000	0.000	0.000	93.687	6.068	0.224	0.022	0.000	0.000	0.000	1.201	my8021.c14b40
-
0.000	0.000	0.819	83.216	14.291	1.549	0.112	0.013	0.000	0.000	2.127	my5731.c15b40
0.000	0.000	0.004	84.391	14.384	1.125	0.088	0.007	0.000	0.000	1.565	my8018.c15b40
0.000	0.000	0.000	94.089	4.718	1.119	0.072	0.001	0.000	0.000	1.459	my8020.c15b40
0.000	0.000	0.000	91.114	7.577	1.249	0.057	0.002	0.000	0.000	1.311	my8021.c15b40
-
0.000	0.000	38.453	60.924	0.589	0.034	0.000	0.000	0.000	0.000	0.132	rx56.c7b40
0.000	0.000	40.233	59.199	0.536	0.033	0.000	0.000	0.000	0.000	0.120	rx56.c8b40
-
0.000	0.000	68.133	28.497	3.364	0.004	0.002	0.000	0.000	0.000	0.279	pg123.c8b40part8
-
0.000	0.000	92.203	6.604	1.076	0.100	0.015	0.002	0.000	0.000	1.461	my5731.c14b40part8
0.000	0.000	17.288	81.100	1.498	0.084	0.024	0.006	0.000	0.000	1.975	my8018.c14b40part8
0.000	0.000	78.165	20.905	0.844	0.060	0.021	0.004	0.000	0.000	1.692	my8020.c14b40part8
0.000	0.000	21.530	77.027	1.309	0.095	0.032	0.007	0.000	0.000	1.806	my8021.c14b40part8
-
0.000	0.000	3.297	93.613	2.896	0.181	0.013	0.000	0.000	0.000	0.593	my5731.c15b40part8
0.000	0.000	26.115	71.740	1.810	0.232	0.090	0.013	0.000	0.000	2.291	my8018.c15b40part8
0.000	0.000	22.933	74.985	1.793	0.209	0.073	0.007	0.000	0.000	1.368	my8020.c15b40part8
0.000	0.000	5.812	92.260	1.674	0.178	0.074	0.003	0.000	0.000	1.246	my8021.c15b40part8

q1000.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
73.871	25.601	0.521	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.026	pg120.c8b40
75.805	23.647	0.541	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.027	pg123.c8b40
-
2.799	96.935	0.250	0.014	0.002	0.001	0.000	0.000	0.000	0.000	1.737	my5731.c14b40
0.020	99.639	0.321	0.018	0.001	0.000	0.000	0.000	0.000	0.000	1.985	my8018.c14b40
0.011	99.762	0.207	0.017	0.002	0.001	0.000	0.000	0.000	0.000	2.829	my8020.c14b40
0.012	99.719	0.249	0.017	0.002	0.001	0.000	0.000	0.000	0.000	1.500	my8021.c14b40
-
2.237	97.524	0.230	0.008	0.001	0.000	0.000	0.000	0.000	0.000	1.524	my5731.c15b40
0.015	99.628	0.340	0.016	0.002	0.000	0.000	0.000	0.000	0.000	0.623	my8018.c15b40
0.010	99.706	0.271	0.012	0.001	0.000	0.000	0.000	0.000	0.000	0.650	my8020.c15b40
0.012	99.697	0.277	0.013	0.001	0.000	0.000	0.000	0.000	0.000	0.660	my8021.c15b40
-
0.000	99.580	0.400	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.144	rx56.c7b40
0.000	99.519	0.458	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.179	rx56.c8b40
-
0.000	99.238	0.727	0.034	0.001	0.000	0.000	0.000	0.000	0.000	0.036	pg123.c8b40part8
-
0.000	40.981	0.296	0.794	35.293	22.415	0.206	0.015	0.000	0.000	2.415	my5731.c14b40part8
0.000	41.010	0.454	0.838	36.112	21.435	0.136	0.016	0.000	0.000	2.015	my8018.c14b40part8
0.000	41.207	0.307	0.838	37.962	19.559	0.115	0.011	0.000	0.000	3.442	my8020.c14b40part8
0.000	41.137	0.271	0.786	34.989	22.645	0.157	0.016	0.000	0.000	2.735	my8021.c14b40part8
-
0.000	54.190	0.198	0.286	40.340	4.891	0.086	0.009	0.000	0.000	1.931	my5731.c15b40part8
0.000	54.214	0.173	0.241	40.943	4.323	0.099	0.007	0.000	0.000	2.379	my8018.c15b40part8
0.000	53.910	0.178	0.254	39.821	5.691	0.128	0.018	0.000	0.000	2.651	my8020.c15b40part8
0.000	53.701	0.184	0.240	39.518	6.251	0.097	0.009	0.000	0.000	2.244	my8021.c15b40part8

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.356	99.195	0.449	0.001	0.000	0.000	1.192	pg120.c8b40
0.000	0.000	0.000	0.000	0.357	99.125	0.517	0.001	0.000	0.000	1.119	pg123.c8b40
-
0.000	0.000	0.051	88.266	10.893	0.715	0.066	0.010	0.000	0.000	2.278	my5731.c14b40
0.000	0.000	0.000	85.873	13.390	0.681	0.050	0.006	0.000	0.000	2.143	my8018.c14b40
0.000	0.000	0.000	94.936	3.972	0.942	0.119	0.031	0.000	0.000	3.102	my8020.c14b40
0.000	0.000	0.000	93.577	5.356	0.926	0.114	0.026	0.000	0.000	3.309	my8021.c14b40
-
0.000	0.000	0.435	83.314	15.428	0.680	0.118	0.024	0.000	0.000	2.702	my5731.c15b40
0.000	0.000	0.001	72.820	26.315	0.793	0.067	0.005	0.000	0.000	1.435	my8018.c15b40
0.000	0.000	0.000	92.369	6.235	1.300	0.094	0.002	0.000	0.000	1.285	my8020.c15b40
0.000	0.000	0.000	92.971	5.617	1.281	0.127	0.005	0.000	0.000	1.285	my8021.c15b40
-
0.000	0.000	38.676	60.459	0.849	0.016	0.000	0.000	0.000	0.000	0.099	rx56.c7b40
0.000	0.000	38.111	61.267	0.609	0.014	0.000	0.000	0.000	0.000	0.133	rx56.c8b40
-
0.000	0.000	66.753	30.394	2.837	0.015	0.000	0.000	0.000	0.000	0.261	pg123.c8b40part8
-
0.000	0.000	67.674	30.115	1.953	0.216	0.040	0.001	0.000	0.000	1.236	my5731.c14b40part8
0.000	0.000	59.039	39.491	1.306	0.109	0.045	0.011	0.000	0.000	1.703	my8018.c14b40part8
0.000	0.000	60.130	38.401	1.333	0.097	0.026	0.013	0.000	0.000	2.692	my8020.c14b40part8
0.000	0.000	59.094	39.463	1.274	0.122	0.041	0.006	0.000	0.000	1.609	my8021.c14b40part8
-
0.000	0.000	32.762	65.282	1.782	0.141	0.030	0.003	0.000	0.000	1.806	my5731.c15b40part8
0.000	0.000	26.246	72.114	1.454	0.142	0.040	0.003	0.000	0.000	1.551	my8018.c15b40part8
0.000	0.000	27.090	71.350	1.298	0.177	0.065	0.018	0.002	0.000	4.408	my8020.c15b40part8
0.000	0.000	10.600	87.747	1.469	0.128	0.049	0.007	0.000	0.000	1.943	my8021.c15b40part8