Introduction

This is a report for the insert benchmark with 100M docs and 1 client(s). It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file.

The test server is described here. Clients and the DBMS shared the same host running Ubuntu 18.04.5. All tests used InnoDB with MySQL 8.0.21. The configurations for MySQL are here.


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
my8021.cx0 766286466499221212121212
my8021.cx1 8354211680315290600259755966591358525900
my8021.cx2a 8389311945112723598959775917594258785853
my8021.cx2b 8467411479412690588759115906588358625796
my8021.cx2c 8143313527014225598659465927592058605863
my8021.cx6a 8525110319612469597360035963591259265836
my8021.cx6b 8489010570212723604659856016597959925929
my8021.cx6c 8347210927912610596258955941591158715885
my8021.cx6d 831269542412092599459725957590058765886
my8021.cx8 756439578911862598059605993593859185894
my8021.cx10a 831954167412346598059825923587158375838
my8021.cx10b 82237114239533575757815736572757525713
my8021.cx11a 854709823412610594459315911590658695853
my8021.cx13 8354210141815198588059275878587758215794
my8021.cx14 838229488211976598959925975594758875894
my8021.cx15a 838223004212886598159295953591658365884
my8021.cx16 855439871812579603760475992593659145880
my8021.cx18 851799718412579594959455869590158405842

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
my8021.cx0100103103103103103
my8021.cx1100200399599799998
my8021.cx2a100200399599799998
my8021.cx2b100200399599799998
my8021.cx2c100200399599799998
my8021.cx6a100200399599799998
my8021.cx6b100200399599799999
my8021.cx6c100200399599799998
my8021.cx6d100200399599799999
my8021.cx8100200399599799999
my8021.cx10a100200399599799998
my8021.cx10b100200399599799998
my8021.cx11a100200399599799998
my8021.cx13100200399599799998
my8021.cx14100200399599799998
my8021.cx15a100200399599799998
my8021.cx16100200399599799998
my8021.cx18100200399599799998
target1002004006008001000

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
my8021.cx098.5941.3500.0540.0020.121
my8021.cx199.5610.4070.0300.0020.116
my8021.cx2a99.5690.3980.0310.0020.119
my8021.cx2b99.5810.3850.0320.0020.126
my8021.cx2c99.5760.3870.0360.0010.118
my8021.cx6anonzero99.5770.3890.0320.0030.123
my8021.cx6b99.5830.3840.0300.0030.114
my8021.cx6c99.5710.3950.0320.0020.117
my8021.cx6d99.5700.3940.0340.0020.126
my8021.cx899.5500.4150.0360.047
my8021.cx10a99.5750.3920.0310.0020.119
my8021.cx10b99.5680.4030.0270.0020.116
my8021.cx11anonzero99.5830.3840.0300.0030.121
my8021.cx1399.5750.3900.0330.0020.130
my8021.cx1499.5760.3900.0320.0020.142
my8021.cx15a99.5830.3840.0310.0020.123
my8021.cx160.00199.5780.3880.0310.0030.115
my8021.cx1899.5820.3830.0320.0020.115

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
76628	0	0	0	37321	0.000	0.000	0.487	20999	42.2	0.274	22	6.6	7.2	0.5	0.121	77228	64029	my8021.cx0
83542	0	0	0	34282	0.000	0.000	0.410	20036	43.0	0.240	21	6.6	16.1	7.7	0.116	84030	74219	my8021.cx1
83893	0	0	0	32448	0.000	0.000	0.387	19947	43.1	0.238	21	6.6	27.1	7.7	0.119	84507	73820	my8021.cx2a
84674	0	0	0	30633	0.000	0.000	0.362	19661	43.5	0.232	21	6.6	47.1	7.7	0.126	85168	74618	my8021.cx2b
81433	0	0	0	34991	0.000	0.000	0.430	20150	42.7	0.247	21	6.6	9.1	7.7	0.118	81924	72669	my8021.cx2c
85251	0	0	0	30818	0.000	0.000	0.362	19679	43.3	0.231	20	6.6	47.1	7.7	0.123	85807	74987	my8021.cx6a
84890	0	0	0	31028	0.000	0.000	0.366	19739	43.1	0.233	20	6.6	47.1	7.7	0.114	85416	75131	my8021.cx6b
83472	0	0	0	32140	0.000	0.000	0.385	19878	43.2	0.238	21	6.6	47.1	7.7	0.117	83988	73828	my8021.cx6c
83126	0	0	0	28796	0.000	0.000	0.346	19599	42.9	0.236	21	6.6	47.1	7.7	0.126	83633	73229	my8021.cx6d
75643	0	0	0	26331	0.000	0.000	0.348	18614	41.7	0.246	22	6.6	47.1	7.7	0.047	75963	71041	my8021.cx8
83195	0	0	0	28697	0.000	0.000	0.345	19929	43.3	0.240	21	6.6	47.2	8.4	0.119	83783	73264	my8021.cx10a
82237	0	0	0	28829	0.000	0.000	0.351	20822	43.0	0.253	21	6.8	47.4	9.8	0.116	82777	72584	my8021.cx10b
85470	0	0	0	29596	0.000	0.000	0.346	19553	43.1	0.229	20	6.6	47.1	7.7	0.121	86105	75345	my8021.cx11a
83542	0	0	0	26799	0.000	0.000	0.321	19610	43.0	0.235	21	6.6	47.1	7.7	0.130	84107	73672	my8021.cx13
83822	0	0	0	29047	0.000	0.000	0.347	19598	43.0	0.234	21	6.6	47.1	7.7	0.142	84348	73653	my8021.cx14
83822	0	0	0	31114	0.000	0.000	0.371	19890	43.0	0.237	21	6.6	47.1	7.7	0.123	84364	74319	my8021.cx15a
85543	0	0	0	29636	0.000	0.000	0.346	19462	43.4	0.228	20	6.6	47.1	7.7	0.115	86047	75851	my8021.cx16
85179	0	0	0	29503	0.000	0.000	0.346	19477	43.4	0.229	20	6.6	47.1	7.7	0.115	85706	75765	my8021.cx18

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
64664	0	9	6710	69553	0.000	0.104	1.076	5455	20.9	0.084	13	14.7	15.3	0.5	0.024	NA	NA	my8021.cx0
116803	0	109	77847	124845	0.001	0.666	1.069	7166	23.0	0.061	8	14.7	24.2	11.1	0.015	NA	NA	my8021.cx1
119451	0	113	80680	131405	0.001	0.675	1.100	7738	23.7	0.065	8	14.7	35.2	10.3	0.013	NA	NA	my8021.cx2a
114794	0	108	77121	126443	0.001	0.672	1.101	7701	23.7	0.067	8	14.7	55.2	10.3	0.012	NA	NA	my8021.cx2b
135270	0	17	12077	146235	0.000	0.089	1.081	7976	24.4	0.059	7	14.7	17.2	11.1	0.020	NA	NA	my8021.cx2c
103196	0	96	68824	111434	0.001	0.667	1.080	6600	23.4	0.064	9	14.7	55.2	10.3	0.014	NA	NA	my8021.cx6a
105702	0	101	71129	113879	0.001	0.673	1.077	6729	23.6	0.064	9	14.7	55.2	10.3	0.016	NA	NA	my8021.cx6b
109279	0	102	72870	120159	0.001	0.667	1.100	7001	23.0	0.064	8	14.7	55.2	10.3	0.011	NA	NA	my8021.cx6c
95424	0	90	63887	101645	0.001	0.670	1.065	6150	23.2	0.064	10	14.7	55.2	10.3	0.018	NA	NA	my8021.cx6d
95789	0	89	63957	104496	0.001	0.668	1.091	6177	23.2	0.064	10	14.7	55.2	10.3	0.025	NA	NA	my8021.cx8
41674	0	39	27980	44684	0.001	0.671	1.072	5113	24.5	0.123	24	14.8	55.4	11.0	0.014	NA	NA	my8021.cx10a
11423	0	11	7731	12548	0.001	0.677	1.098	3022	25.0	0.265	88	15.2	55.7	12.5	0.020	NA	NA	my8021.cx10b
98234	0	93	66154	106051	0.001	0.673	1.080	6296	23.8	0.064	10	14.7	55.2	10.3	0.012	NA	NA	my8021.cx11a
101418	0	96	68239	101648	0.001	0.673	1.002	7145	26.1	0.070	10	14.7	55.2	11.0	0.015	NA	NA	my8021.cx13
94882	0	88	62842	103774	0.001	0.662	1.094	6080	23.5	0.064	10	14.7	55.2	10.3	0.017	NA	NA	my8021.cx14
30042	0	28	19997	32254	0.001	0.666	1.074	1662	24.7	0.055	33	14.7	55.2	10.3	0.013	NA	NA	my8021.cx15a
98718	0	93	65697	107400	0.001	0.666	1.088	6327	23.8	0.064	10	14.7	55.2	10.3	0.021	NA	NA	my8021.cx16
97184	0	92	64952	104018	0.001	0.668	1.070	6227	23.8	0.064	10	14.7	55.2	10.3	0.016	NA	NA	my8021.cx18

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
my8021.cx00.1520.3959.36823.63454.53611.9153.888
my8021.cx194.5963.4381.6850.2800.238
my8021.cx2a93.9903.2161.9720.8220.0010.282
my8021.cx2b94.2562.8371.9980.9100.224
my8021.cx2c93.7773.5622.2920.3690.191
my8021.cx6a94.2242.8691.9480.9590.233
my8021.cx6b93.8223.2631.9150.9930.0060.482
my8021.cx6c93.1413.8232.0181.0140.0030.493
my8021.cx6d93.9403.0462.0220.9620.0300.661
my8021.cx893.8573.0092.1120.9990.0240.693
my8021.cx10a92.2263.8242.9011.0480.0020.288
my8021.cx10b85.5867.9985.2781.1380.166
my8021.cx11a94.0993.0511.8950.9550.239
my8021.cx1392.8484.7872.2800.0860.203
my8021.cx1494.3362.8471.6791.1370.0010.270
my8021.cx15a93.8813.1312.0880.8990.0010.323
my8021.cx1694.0543.0631.9420.9420.237
my8021.cx1894.0063.0411.9960.9570.250

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
99	0	2	40	11675	0.018	0.401	117.455	5366	7.6	53.984	3058	22.2	22.9	0.5	3.888	100	0	my8021.cx0
15290	0	768	12283	86507	0.050	0.803	5.658	19775	29.9	1.293	78	22.2	31.9	11.2	0.238	19828	450	my8021.cx1
12723	0	886	14175	66516	0.070	1.114	5.228	17921	29.2	1.409	92	22.2	42.9	11.1	0.282	19494	399	my8021.cx2a
12690	0	991	15859	54865	0.078	1.250	4.323	17024	29.0	1.342	91	22.2	62.8	11.1	0.224	19984	350	my8021.cx2b
14225	0	820	13114	100326	0.058	0.922	7.053	21141	30.2	1.486	85	22.2	24.9	11.2	0.191	19642	600	my8021.cx2c
12469	0	974	15588	61270	0.078	1.250	4.914	17699	29.0	1.419	93	22.2	62.8	11.1	0.233	19986	350	my8021.cx6a
12723	0	1056	16898	88123	0.083	1.328	6.927	20304	29.5	1.596	93	22.2	62.8	11.1	0.482	21431	300	my8021.cx6b
12610	0	1119	17897	115915	0.089	1.419	9.192	22850	29.9	1.812	95	22.2	62.8	11.1	0.493	17436	349	my8021.cx6c
12092	0	966	15455	67008	0.080	1.278	5.542	18321	28.5	1.515	94	22.2	62.8	11.1	0.661	19183	200	my8021.cx6d
11862	0	951	15221	64541	0.080	1.283	5.441	17979	28.0	1.516	94	22.2	62.8	11.1	0.693	19229	150	my8021.cx8
12346	0	1520	12159	52841	0.123	0.985	4.280	21139	28.7	1.712	93	21.6	62.2	11.8	0.288	4495	400	my8021.cx10a
9533	0	2146	8584	34381	0.225	0.900	3.607	23737	27.9	2.490	117	22.3	62.9	13.0	0.166	3299	400	my8021.cx10b
12610	0	1021	16334	72711	0.081	1.295	5.766	18867	29.2	1.496	93	22.2	62.8	11.0	0.239	20592	350	my8021.cx11a
15198	0	381	6096	52430	0.025	0.401	3.450	18777	29.5	1.236	78	22.2	62.8	11.1	0.203	19836	1449	my8021.cx13
11976	0	957	15312	66562	0.080	1.279	5.558	20506	29.0	1.712	97	22.2	62.8	11.1	0.270	19592	250	my8021.cx14
12886	0	1019	16306	79946	0.079	1.265	6.204	20672	29.0	1.604	90	22.2	62.8	11.2	0.323	21277	350	my8021.cx15a
12579	0	1006	16088	75447	0.080	1.279	5.998	19181	29.2	1.525	93	22.2	62.8	11.1	0.237	20727	350	my8021.cx16
12579	0	1008	16130	71915	0.080	1.282	5.717	18669	29.2	1.484	93	22.2	62.8	11.1	0.250	20776	350	my8021.cx18

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
my8021.cx00.0070.83228.1965.85341.91022.5230.6790.559
my8021.cx199.6660.334nonzerononzero0.015
my8021.cx2a99.6480.352nonzerononzero0.005
my8021.cx2b99.6060.394nonzerononzerononzero0.016
my8021.cx2c99.6450.355nonzerononzero0.016
my8021.cx6a99.7100.289nonzerononzero0.015
my8021.cx6b99.7070.292nonzerononzero0.017
my8021.cx6c99.6790.321nonzerononzero0.006
my8021.cx6d99.6620.338nonzerononzerononzero0.018
my8021.cx899.6870.312nonzerononzero0.016
my8021.cx10a99.6880.311nonzerononzero0.006
my8021.cx10b99.4860.513nonzerononzerononzero0.018
my8021.cx11a99.6560.344nonzerononzero0.005
my8021.cx1399.6660.334nonzerononzero0.005
my8021.cx1499.6910.309nonzerononzerononzero0.017
my8021.cx15a99.6700.329nonzerononzero0.006
my8021.cx1699.6980.301nonzerononzero0.015
my8021.cx1899.6560.343nonzerononzero0.015

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
my8021.cx00.2222.05616.41738.72238.7223.8612.307
my8021.cx197.0832.7500.1670.021
my8021.cx2a96.8332.9720.1940.021
my8021.cx2b97.4172.5000.0830.021
my8021.cx2c97.1112.8330.0560.023
my8021.cx6a98.7221.1670.1110.021
my8021.cx6b99.6390.3610.014
my8021.cx6c99.7220.2780.010
my8021.cx6d99.1940.5280.2780.021
my8021.cx899.2780.6390.0830.017
my8021.cx10a99.6390.3330.0280.024
my8021.cx10b80.36117.2782.3610.019
my8021.cx11a99.1110.8890.012
my8021.cx1399.1940.8060.011
my8021.cx1498.8891.0000.1110.018
my8021.cx15a97.7782.2220.013
my8021.cx1699.2780.5000.2220.017
my8021.cx1899.0830.6940.2220.024

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
100	22	11	210	6863	0.475	9.319	68.911	5364	8.7	238.409	15467	22.3	22.9	0.5	0.559	16	0	my8021.cx0
100	6002	12	192	1569	0.002	0.032	15.720	24031	26.0	4.004	173	22.3	31.9	11.2	0.015	6009	5913	my8021.cx1
100	5989	12	191	1784	0.002	0.032	17.876	24006	26.0	4.008	174	22.3	42.9	11.1	0.005	5993	5898	my8021.cx2a
100	5887	12	193	2079	0.002	0.033	20.829	23638	26.0	4.015	177	22.3	62.8	11.1	0.016	5897	5786	my8021.cx2b
100	5986	12	191	1806	0.002	0.032	18.099	23988	25.9	4.008	173	22.3	24.9	11.2	0.016	5993	5897	my8021.cx2c
100	5973	12	193	444	0.002	0.032	4.446	23638	25.9	3.957	173	22.3	62.8	11.1	0.015	5977	5881	my8021.cx6a
100	6046	66	1052	2161	0.011	0.174	21.651	24074	26.0	3.982	172	22.3	62.8	11.1	0.017	6057	5962	my8021.cx6b
100	5962	66	1054	2166	0.011	0.177	21.706	23786	26.0	3.990	174	22.3	62.8	11.1	0.006	5962	5881	my8021.cx6c
100	5994	51	818	1726	0.009	0.137	17.293	23843	26.0	3.978	173	22.3	62.8	11.1	0.018	5999	5901	my8021.cx6d
100	5980	51	818	1724	0.009	0.137	17.271	23801	26.0	3.980	174	22.3	62.8	11.1	0.016	5979	5898	my8021.cx8
100	5980	50	401	767	0.008	0.067	7.681	23730	26.0	3.968	174	21.6	62.2	11.8	0.006	5980	5897	my8021.cx10a
100	5757	51	204	760	0.009	0.035	7.611	23245	25.9	4.038	180	22.4	62.9	13.0	0.018	5770	5658	my8021.cx10b
100	5944	51	820	1729	0.009	0.138	17.324	23662	26.0	3.981	175	22.3	62.8	11.0	0.005	5946	5850	my8021.cx11a
100	5880	51	820	900	0.009	0.139	9.016	23432	26.0	3.985	177	22.3	62.8	11.1	0.005	5882	5786	my8021.cx13
100	5989	51	819	1727	0.009	0.137	17.300	23921	26.0	3.994	174	22.3	62.8	11.1	0.017	5994	5900	my8021.cx14
100	5981	51	816	1812	0.009	0.136	18.160	24026	26.0	4.017	174	22.3	62.8	11.2	0.006	5993	5897	my8021.cx15a
100	6037	51	818	1717	0.008	0.135	17.202	24005	26.0	3.976	172	22.3	62.8	11.1	0.015	6041	5946	my8021.cx16
100	5949	51	819	1725	0.009	0.138	17.286	23667	26.0	3.978	175	22.3	62.8	11.1	0.015	5950	5850	my8021.cx18

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
my8021.cx00.0070.4398.7451.48732.94654.1232.2540.915
my8021.cx199.5960.404nonzerononzero0.011
my8021.cx2a99.5900.410nonzerononzero0.005
my8021.cx2b99.5800.420nonzerononzero0.010
my8021.cx2c99.6000.399nonzerononzero0.009
my8021.cx6a99.6690.331nonzerononzerononzero0.017
my8021.cx6b99.6310.3680.001nonzerononzero0.017
my8021.cx6c99.5870.4120.001nonzerononzero0.018
my8021.cx6d99.6230.377nonzerononzero0.006
my8021.cx899.6320.367nonzerononzero0.016
my8021.cx10a99.6540.346nonzerononzero0.006
my8021.cx10b99.4820.518nonzerononzero0.005
my8021.cx11a99.5820.418nonzerononzero0.016
my8021.cx1399.6470.352nonzerononzero0.008
my8021.cx1499.6560.343nonzerononzero0.004
my8021.cx15a99.5950.405nonzerononzero0.006
my8021.cx1699.6600.340nonzerononzerononzero0.017
my8021.cx1899.6240.375nonzerononzero0.010

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
my8021.cx00.1530.9176.76425.94455.84710.3752.682
my8021.cx194.1115.3610.5280.019
my8021.cx2a93.7505.9310.3190.019
my8021.cx2b93.1946.6250.1810.017
my8021.cx2c93.3476.5000.1530.018
my8021.cx6a94.9174.6390.4440.021
my8021.cx6b99.5560.4170.0280.021
my8021.cx6c99.7220.2080.0690.021
my8021.cx6d96.6533.1940.1530.021
my8021.cx896.1533.5280.3190.019
my8021.cx10a96.0563.5690.3750.021
my8021.cx10b85.70813.1111.1810.021
my8021.cx11a95.7083.0831.2080.021
my8021.cx1396.3333.5140.1530.018
my8021.cx1496.1943.8060.010
my8021.cx15a95.2364.7640.013
my8021.cx1695.9312.9441.1250.024
my8021.cx1895.9033.8060.2920.019

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
103	12	4	72	6914	0.307	5.989	67.126	5695	8.6	470.682	28430	22.3	23.0	0.5	0.915	16	0	my8021.cx0
200	5975	13	211	2658	0.002	0.035	13.316	24073	26.2	4.029	175	22.3	31.9	11.2	0.011	5978	5881	my8021.cx1
200	5977	13	211	2534	0.002	0.035	12.694	24066	26.2	4.027	175	22.3	42.9	11.1	0.005	5978	5882	my8021.cx2a
200	5911	13	211	2522	0.002	0.036	12.637	23812	26.1	4.028	177	22.3	62.9	11.1	0.010	5914	5818	my8021.cx2b
200	5946	13	211	4329	0.002	0.035	21.689	24115	26.2	4.056	176	22.3	24.9	11.2	0.009	5946	5865	my8021.cx2c
200	6003	13	212	588	0.002	0.035	2.946	23833	26.2	3.970	175	22.3	62.9	11.1	0.017	6010	5754	my8021.cx6a
200	5985	124	1981	4136	0.021	0.331	20.719	24141	26.2	4.034	175	22.3	62.9	11.1	0.017	5993	5897	my8021.cx6b
200	5895	131	2098	4310	0.022	0.356	21.596	23827	26.2	4.042	178	22.3	62.9	11.1	0.018	5898	5802	my8021.cx6c
200	5972	53	843	1819	0.009	0.141	9.111	23795	26.1	3.984	175	22.3	62.9	11.1	0.006	5977	5882	my8021.cx6d
200	5960	53	844	1823	0.009	0.142	9.131	23773	26.2	3.989	176	22.3	62.9	11.1	0.016	5962	5866	my8021.cx8
200	5982	52	412	965	0.009	0.069	4.832	23803	26.2	3.979	175	21.7	62.3	11.8	0.006	5993	5897	my8021.cx10a
200	5781	52	207	810	0.009	0.036	4.059	23399	26.1	4.047	181	22.5	63.0	13.0	0.005	5786	5674	my8021.cx10b
200	5931	53	846	1822	0.009	0.143	9.129	23642	26.1	3.986	176	22.3	62.9	11.0	0.016	5934	5818	my8021.cx11a
200	5927	53	843	959	0.009	0.142	4.805	23644	26.1	3.989	176	22.3	62.9	11.1	0.008	5930	5833	my8021.cx13
200	5992	53	842	1814	0.009	0.141	9.087	23974	26.2	4.001	175	22.3	62.9	11.1	0.004	5994	5898	my8021.cx14
200	5929	52	841	1952	0.009	0.142	9.778	23871	26.1	4.026	176	22.3	62.9	11.2	0.006	5930	5834	my8021.cx15a
200	6047	53	842	1816	0.009	0.139	9.099	24091	26.2	3.984	173	22.3	62.9	11.1	0.017	6057	5961	my8021.cx16
200	5945	53	844	1827	0.009	0.142	9.153	23739	26.2	3.993	176	22.3	62.9	11.1	0.010	5946	5850	my8021.cx18

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
my8021.cx00.0010.3339.2121.31333.85553.2702.0160.890
my8021.cx199.4810.5180.001nonzero0.006
my8021.cx2a99.4570.5420.001nonzero0.009
my8021.cx2b99.4670.5320.001nonzero0.005
my8021.cx2c99.4610.5380.001nonzero0.009
my8021.cx6a99.4910.5080.001nonzero0.008
my8021.cx6b99.5300.4690.001nonzero0.005
my8021.cx6c99.4820.5170.001nonzero0.009
my8021.cx6d99.4610.5380.001nonzerononzero0.016
my8021.cx899.4910.5080.001nonzero0.008
my8021.cx10a99.4280.5710.001nonzero0.014
my8021.cx10b99.2770.7220.001nonzero0.015
my8021.cx11a99.4650.5340.001nonzerononzero0.016
my8021.cx1399.4950.5040.001nonzerononzero0.016
my8021.cx1499.5160.4830.001nonzerononzero0.016
my8021.cx15a99.5150.4840.001nonzero0.006
my8021.cx1699.5230.4760.001nonzero0.008
my8021.cx1899.4470.5520.001nonzerononzero0.016

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8021.cx00.1250.7787.67426.27154.17410.9792.782
my8021.cx192.6817.2570.0620.019
my8021.cx2a92.6047.1810.2150.019
my8021.cx2b92.5697.3470.0830.022
my8021.cx2c92.4387.4650.0970.020
my8021.cx6a92.3617.5970.0420.017
my8021.cx6b97.9932.0070.013
my8021.cx6c99.5690.4310.013
my8021.cx6d94.4794.0561.4650.021
my8021.cx893.8405.9310.2290.022
my8021.cx10a97.3542.6250.0210.019
my8021.cx10b88.5909.8751.5350.024
my8021.cx11a93.9654.6941.3400.021
my8021.cx1394.7924.0351.1740.019
my8021.cx1494.7154.7220.5620.020
my8021.cx15a95.3334.5490.1180.021
my8021.cx1696.0423.9170.0420.022
my8021.cx1894.7015.1390.1600.017

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
103	12	1	24	6941	0.106	1.950	67.195	5724	8.7	461.598	28064	22.4	23.1	0.4	0.890	16	0	my8021.cx0
399	5966	15	240	2977	0.003	0.040	7.455	24176	26.5	4.053	178	22.4	32.0	11.2	0.006	5977	5881	my8021.cx1
399	5917	15	241	2955	0.003	0.041	7.400	23995	26.5	4.055	179	22.4	43.0	11.1	0.009	5918	5818	my8021.cx2a
399	5906	15	243	2959	0.003	0.041	7.410	23952	26.5	4.056	179	22.4	63.0	11.1	0.005	5913	5818	my8021.cx2b
399	5927	15	241	6368	0.003	0.041	15.949	24348	26.6	4.108	180	22.4	25.0	11.2	0.009	5930	5822	my8021.cx2c
399	5963	15	242	1689	0.003	0.041	4.229	24051	26.5	4.033	178	22.4	63.0	11.1	0.008	5967	5881	my8021.cx6a
399	6016	128	2040	4364	0.021	0.339	10.928	24328	26.6	4.044	177	22.4	63.0	11.1	0.005	6025	5930	my8021.cx6b
399	5941	245	3920	8162	0.041	0.660	20.440	24536	26.8	4.130	180	22.4	63.0	11.1	0.009	5945	5853	my8021.cx6c
399	5957	54	863	2668	0.009	0.145	6.683	24039	26.5	4.035	178	22.4	63.0	11.1	0.016	5962	5865	my8021.cx6d
399	5993	54	865	2872	0.009	0.144	7.193	24258	26.6	4.048	178	22.4	63.0	11.1	0.008	5994	5898	my8021.cx8
399	5923	52	417	1864	0.009	0.070	4.669	24033	26.6	4.057	180	21.9	62.4	11.8	0.014	5930	5770	my8021.cx10a
399	5736	55	221	1117	0.010	0.038	2.796	23412	26.5	4.082	185	22.6	63.2	13.0	0.015	5738	5626	my8021.cx10b
399	5911	54	865	2271	0.009	0.146	5.688	23776	26.5	4.022	179	22.4	63.0	11.0	0.016	5914	5818	my8021.cx11a
399	5878	54	864	1082	0.009	0.147	2.711	23572	26.4	4.010	180	22.4	63.0	11.1	0.016	5882	5788	my8021.cx13
399	5975	54	864	2663	0.009	0.145	6.668	24223	26.6	4.054	178	22.4	63.0	11.1	0.016	5978	5882	my8021.cx14
399	5953	54	860	2254	0.009	0.145	5.644	24077	26.5	4.044	178	22.4	63.0	11.2	0.006	5961	5866	my8021.cx15a
399	5992	54	861	1973	0.009	0.144	4.942	23959	26.5	3.999	177	22.4	63.0	11.1	0.008	5994	5898	my8021.cx16
399	5869	54	864	2209	0.009	0.147	5.533	23595	26.4	4.020	180	22.4	63.0	11.1	0.016	5881	5773	my8021.cx18

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
my8021.cx00.0020.2839.1651.17734.18153.0652.1270.787
my8021.cx199.3430.6560.001nonzerononzero0.018
my8021.cx2a99.3550.6440.001nonzero0.007
my8021.cx2b99.3200.6790.001nonzero0.006
my8021.cx2c99.3290.6700.001nonzero0.007
my8021.cx6a99.3570.6420.001nonzerononzero0.017
my8021.cx6b99.4150.5830.001nonzero0.006
my8021.cx6c99.3770.6210.002nonzerononzero0.017
my8021.cx6d99.3510.6480.001nonzero0.005
my8021.cx899.3700.6290.001nonzerononzero0.018
my8021.cx10a99.2840.7150.001nonzero0.006
my8021.cx10b99.1800.8190.001nonzero0.014
my8021.cx11a99.3540.6450.001nonzero0.008
my8021.cx1399.3770.6220.002nonzerononzero0.021
my8021.cx1499.4170.5820.001nonzerononzero0.017
my8021.cx15a99.4000.5990.001nonzero0.016
my8021.cx1699.3660.6330.001nonzero0.010
my8021.cx1899.3640.6340.001nonzerononzero0.017

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
my8021.cx00.1340.8387.38925.95854.94910.7313.489
my8021.cx193.8105.9540.2360.018
my8021.cx2a93.7046.0880.2080.022
my8021.cx2b93.4496.3190.2310.021
my8021.cx2c93.9726.0090.0190.019
my8021.cx6a93.6486.2360.1160.022
my8021.cx6b97.0232.9770.013
my8021.cx6c98.6301.2410.1300.021
my8021.cx6d94.2875.7130.013
my8021.cx894.0373.5192.4440.023
my8021.cx10a93.3386.5190.1440.024
my8021.cx10b92.3666.8060.8290.024
my8021.cx11a94.3195.6810.013
my8021.cx1393.1443.9172.9400.023
my8021.cx1494.7873.6301.5830.023
my8021.cx15a94.6344.6670.6990.023
my8021.cx1694.0975.8800.0230.018
my8021.cx1893.7733.7692.4580.024

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
103	12	1	11	6924	0.052	0.871	67.093	5709	8.7	460.433	28065	22.5	23.2	0.4	0.787	16	0	my8021.cx0
599	5913	16	255	4072	0.003	0.043	6.798	24177	26.8	4.089	181	22.6	32.2	11.2	0.018	5914	5818	my8021.cx1
599	5942	16	254	3230	0.003	0.043	5.392	24236	26.8	4.079	180	22.6	43.2	11.1	0.007	5946	5834	my8021.cx2a
599	5883	16	255	3274	0.003	0.043	5.466	24008	26.8	4.081	182	22.5	63.1	11.1	0.006	5882	5786	my8021.cx2b
599	5920	16	256	8183	0.003	0.043	13.662	24597	26.8	4.155	181	22.6	25.2	11.2	0.007	5929	5834	my8021.cx2c
599	5912	16	253	1201	0.003	0.043	2.005	23745	26.7	4.016	181	22.6	63.1	11.1	0.017	5914	5818	my8021.cx6a
599	5979	129	2058	4509	0.022	0.344	7.528	24254	26.8	4.057	179	22.6	63.1	11.1	0.006	5978	5897	my8021.cx6b
599	5911	251	4015	8464	0.042	0.679	14.131	24490	26.9	4.143	182	22.6	63.1	11.1	0.017	5914	5818	my8021.cx6c
599	5900	55	874	2629	0.009	0.148	4.388	23905	26.7	4.052	181	22.6	63.1	11.1	0.005	5900	5802	my8021.cx6d
599	5938	55	874	2563	0.009	0.147	4.280	24014	26.7	4.044	180	22.5	63.1	11.1	0.018	5945	5834	my8021.cx8
599	5871	55	442	2439	0.009	0.075	4.073	24022	26.8	4.092	183	22.5	63.1	11.8	0.006	5881	5786	my8021.cx10a
599	5727	55	218	1342	0.010	0.038	2.240	23531	26.7	4.109	186	22.9	63.4	13.0	0.014	5738	5626	my8021.cx10b
599	5906	55	878	2636	0.009	0.149	4.401	23924	26.7	4.051	181	22.6	63.1	11.0	0.008	5913	5803	my8021.cx11a
599	5877	55	874	1414	0.009	0.149	2.361	23709	26.7	4.034	182	22.5	63.1	11.1	0.021	5882	5770	my8021.cx13
599	5947	55	874	2668	0.009	0.147	4.454	24169	26.8	4.064	180	22.6	63.1	11.1	0.017	5946	5852	my8021.cx14
599	5916	54	870	2606	0.009	0.147	4.351	24069	26.8	4.069	181	22.5	63.1	11.2	0.016	5914	5818	my8021.cx15a
599	5936	55	874	2738	0.009	0.147	4.568	24073	26.8	4.056	181	22.6	63.1	11.1	0.010	5935	5849	my8021.cx16
599	5901	55	874	2624	0.009	0.148	4.380	23863	26.7	4.044	181	22.6	63.1	11.1	0.017	5913	5802	my8021.cx18

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
my8021.cx00.0040.3429.6331.26234.08352.5982.0770.870
my8021.cx199.1270.8710.002nonzero0.014
my8021.cx2a99.1700.8290.002nonzerononzero0.017
my8021.cx2b99.1810.8170.002nonzero0.015
my8021.cx2c99.1130.8850.001nonzero0.011
my8021.cx6a99.2430.7560.002nonzerononzero0.017
my8021.cx6b99.2880.7100.002nonzerononzero0.017
my8021.cx6c99.2220.7750.002nonzerononzero0.016
my8021.cx6d99.2070.7910.002nonzerononzero0.016
my8021.cx899.2480.7500.002nonzerononzero0.016
my8021.cx10a99.1610.8370.002nonzero0.014
my8021.cx10b99.1070.8910.002nonzero0.009
my8021.cx11a99.2210.7770.002nonzero0.008
my8021.cx1399.1230.8750.002nonzerononzero0.017
my8021.cx1499.2210.7780.001nonzero0.008
my8021.cx15a99.1770.8210.002nonzerononzero0.017
my8021.cx1699.2180.7800.002nonzero0.005
my8021.cx1899.1540.8440.002nonzerononzero0.018

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
my8021.cx00.0870.9037.28125.87855.31610.5352.755
my8021.cx194.4105.3580.2330.041
my8021.cx2a93.7855.4030.8120.040
my8021.cx2b93.6225.6010.7780.041
my8021.cx2c94.7645.1670.0690.036
my8021.cx6a93.2675.2011.5310.049
my8021.cx6b96.0073.5870.4060.021
my8021.cx6c97.3612.5830.0560.021
my8021.cx6d94.7574.5660.6770.025
my8021.cx894.4344.2431.3230.024
my8021.cx10a93.1325.5941.2740.024
my8021.cx10b95.8303.8580.3120.023
my8021.cx11a94.8585.1420.013
my8021.cx1394.5624.7880.6490.021
my8021.cx1495.0904.9100.016
my8021.cx15a95.0144.1010.8850.022
my8021.cx1695.1984.7990.0030.017
my8021.cx1894.3404.3681.2920.024

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
103	12	0	9	6938	0.042	0.689	67.290	5719	8.7	457.559	27840	22.7	23.4	0.4	0.870	16	0	my8021.cx0
799	5852	17	276	5609	0.003	0.047	7.023	24191	27.1	4.134	185	22.7	32.6	11.2	0.014	5855	5754	my8021.cx1
799	5878	17	273	3786	0.003	0.046	4.741	24116	27.1	4.103	184	22.7	43.6	11.1	0.017	5882	5786	my8021.cx2a
799	5862	17	272	3782	0.003	0.046	4.736	24054	27.1	4.103	185	22.7	63.6	11.1	0.015	5866	5754	my8021.cx2b
799	5860	17	273	10191	0.003	0.047	12.761	24667	27.2	4.209	186	22.7	25.6	11.2	0.011	5866	5770	my8021.cx2c
799	5926	17	275	1740	0.003	0.046	2.179	23974	27.0	4.046	182	22.7	63.6	11.1	0.017	5930	5834	my8021.cx6a
799	5992	129	2069	6504	0.022	0.345	8.140	24766	27.0	4.134	180	22.7	63.3	11.1	0.017	5994	5897	my8021.cx6b
799	5871	252	4033	10165	0.043	0.687	12.729	24635	27.1	4.196	185	22.7	63.3	11.1	0.016	5881	5786	my8021.cx6c
799	5876	55	883	2971	0.009	0.150	3.720	24013	27.0	4.086	184	22.7	63.3	11.1	0.016	5881	5786	my8021.cx6d
799	5918	55	883	2997	0.009	0.149	3.752	24193	27.0	4.088	182	22.7	63.3	11.1	0.016	5929	5817	my8021.cx8
799	5837	59	473	4144	0.010	0.081	5.189	24235	27.1	4.152	186	23.2	63.8	11.8	0.014	5834	5738	my8021.cx10a
799	5752	53	211	1323	0.009	0.037	1.657	23642	26.9	4.110	187	23.1	63.7	13.0	0.009	5754	5642	my8021.cx10b
799	5869	56	889	3050	0.009	0.151	3.819	24031	27.0	4.094	184	22.7	63.3	11.0	0.008	5881	5770	my8021.cx11a
799	5821	55	886	1800	0.010	0.152	2.253	23868	26.9	4.100	185	22.7	63.3	11.1	0.017	5833	5722	my8021.cx13
799	5887	55	882	3017	0.009	0.150	3.778	24198	27.0	4.110	183	22.7	63.3	11.1	0.008	5897	5802	my8021.cx14
799	5836	55	879	2876	0.009	0.151	3.601	23941	27.0	4.102	185	22.7	63.3	11.2	0.017	5849	5754	my8021.cx15a
799	5914	55	884	3165	0.009	0.149	3.963	24226	27.0	4.097	183	22.7	63.3	11.1	0.005	5914	5818	my8021.cx16
799	5840	55	884	3051	0.009	0.151	3.821	23872	26.9	4.087	184	22.7	63.3	11.1	0.018	5849	5738	my8021.cx18

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
my8021.cx00.0010.2839.2341.23034.24553.0201.9870.846
my8021.cx199.0390.9590.002nonzerononzero0.025
my8021.cx2a98.9801.0180.002nonzero0.016
my8021.cx2b98.9061.0910.002nonzerononzero0.017
my8021.cx2c99.0010.9970.002nonzero0.015
my8021.cx6a98.9911.0070.002nonzerononzero0.019
my8021.cx6b99.2090.7890.003nonzerononzero0.017
my8021.cx6c99.1820.8140.003nonzero0.014
my8021.cx6d99.0860.9110.002nonzero0.011
my8021.cx899.1320.8660.002nonzero0.007
my8021.cx10a99.0480.9490.002nonzerononzero0.023
my8021.cx10b98.9411.0570.002nonzero0.014
my8021.cx11a99.0930.9040.003nonzerononzero0.016
my8021.cx1399.0520.9450.003nonzero0.008
my8021.cx1499.1210.8760.002nonzerononzero0.017
my8021.cx15a99.1520.8450.002nonzerononzero0.018
my8021.cx1699.1280.8700.002nonzerononzero0.018
my8021.cx1899.0810.9160.003nonzerononzero0.016

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8021.cx00.1061.0007.32526.00854.64410.9173.638
my8021.cx194.6115.1220.2670.045
my8021.cx2a94.7034.7640.5330.038
my8021.cx2b94.5694.8080.6220.043
my8021.cx2c94.5394.7860.6750.037
my8021.cx6a94.7144.3640.9220.042
my8021.cx6b96.1363.0110.8530.024
my8021.cx6c97.7892.1690.0420.021
my8021.cx6d95.9444.0560.014
my8021.cx895.4364.5640.014
my8021.cx10a94.2423.5642.1940.040
my8021.cx10b94.3755.0690.5560.036
my8021.cx11a94.9974.6060.3970.023
my8021.cx1395.7114.2890.014
my8021.cx1495.1394.3140.5470.021
my8021.cx15a95.4784.0470.4750.022
my8021.cx1694.9534.0940.9530.024
my8021.cx1895.1194.4890.3920.021

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
103	12	1	10	6927	0.050	0.833	67.125	5720	8.6	457.618	27520	23.0	23.6	0.4	0.846	16	0	my8021.cx0
998	5900	20	312	6881	0.003	0.053	6.893	24641	27.7	4.177	188	23.0	33.2	11.2	0.025	5899	5805	my8021.cx1
998	5853	20	314	4070	0.003	0.054	4.077	24187	27.7	4.132	189	23.0	44.2	11.1	0.016	5852	5756	my8021.cx2a
998	5796	19	310	4049	0.003	0.054	4.056	23988	27.6	4.139	190	23.0	64.2	11.1	0.017	5802	5706	my8021.cx2b
998	5863	20	312	12023	0.003	0.053	12.044	24944	27.8	4.255	190	23.0	26.2	11.2	0.015	5866	5770	my8021.cx2c
998	5836	19	307	3128	0.003	0.053	3.133	23999	27.6	4.112	189	23.0	64.2	11.1	0.019	5838	5738	my8021.cx6a
999	5929	130	2078	6077	0.022	0.350	6.084	24483	27.4	4.129	185	23.0	63.5	11.1	0.017	5930	5834	my8021.cx6b
998	5885	253	4048	8768	0.043	0.688	8.783	24523	27.6	4.167	188	23.0	63.5	11.1	0.014	5897	5802	my8021.cx6c
999	5886	56	898	4149	0.010	0.153	4.154	24323	27.4	4.132	186	23.0	63.5	11.1	0.011	5885	5802	my8021.cx6d
999	5894	56	895	4094	0.009	0.152	4.099	24330	27.5	4.128	187	23.0	63.5	11.1	0.007	5897	5802	my8021.cx8
998	5838	62	493	2287	0.011	0.084	2.290	24188	27.5	4.143	188	23.7	64.4	11.8	0.023	5849	5722	my8021.cx10a
998	5713	61	244	1823	0.011	0.043	1.826	23785	27.3	4.164	191	23.4	64.2	13.0	0.014	5722	5610	my8021.cx10b
998	5853	56	902	4155	0.010	0.154	4.162	24176	27.5	4.131	188	23.0	63.5	11.0	0.016	5865	5754	my8021.cx11a
998	5794	56	899	2300	0.010	0.155	2.304	23952	27.4	4.134	189	23.0	63.5	11.1	0.008	5802	5690	my8021.cx13
998	5894	56	897	4055	0.010	0.152	4.062	24460	27.5	4.150	187	23.0	63.5	11.1	0.017	5897	5818	my8021.cx14
998	5884	56	891	5498	0.009	0.151	5.508	24549	27.4	4.172	186	23.0	63.5	11.2	0.018	5897	5786	my8021.cx15a
998	5880	56	896	4070	0.010	0.152	4.077	24270	27.5	4.127	187	23.0	63.5	11.1	0.018	5882	5786	my8021.cx16
998	5842	56	896	4096	0.010	0.153	4.103	24130	27.4	4.131	188	23.0	63.5	11.1	0.016	5849	5738	my8021.cx18

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
76628	0	0	0	37321	0.000	0.000	0.487	20999	42.2	0.274	22	6.6	7.2	0.5	0.121	77228	64029	my8021.cx0
83542	0	0	0	34282	0.000	0.000	0.410	20036	43.0	0.240	21	6.6	16.1	7.7	0.116	84030	74219	my8021.cx1
83893	0	0	0	32448	0.000	0.000	0.387	19947	43.1	0.238	21	6.6	27.1	7.7	0.119	84507	73820	my8021.cx2a
84674	0	0	0	30633	0.000	0.000	0.362	19661	43.5	0.232	21	6.6	47.1	7.7	0.126	85168	74618	my8021.cx2b
81433	0	0	0	34991	0.000	0.000	0.430	20150	42.7	0.247	21	6.6	9.1	7.7	0.118	81924	72669	my8021.cx2c
85251	0	0	0	30818	0.000	0.000	0.362	19679	43.3	0.231	20	6.6	47.1	7.7	0.123	85807	74987	my8021.cx6a
84890	0	0	0	31028	0.000	0.000	0.366	19739	43.1	0.233	20	6.6	47.1	7.7	0.114	85416	75131	my8021.cx6b
83472	0	0	0	32140	0.000	0.000	0.385	19878	43.2	0.238	21	6.6	47.1	7.7	0.117	83988	73828	my8021.cx6c
83126	0	0	0	28796	0.000	0.000	0.346	19599	42.9	0.236	21	6.6	47.1	7.7	0.126	83633	73229	my8021.cx6d
75643	0	0	0	26331	0.000	0.000	0.348	18614	41.7	0.246	22	6.6	47.1	7.7	0.047	75963	71041	my8021.cx8
83195	0	0	0	28697	0.000	0.000	0.345	19929	43.3	0.240	21	6.6	47.2	8.4	0.119	83783	73264	my8021.cx10a
82237	0	0	0	28829	0.000	0.000	0.351	20822	43.0	0.253	21	6.8	47.4	9.8	0.116	82777	72584	my8021.cx10b
85470	0	0	0	29596	0.000	0.000	0.346	19553	43.1	0.229	20	6.6	47.1	7.7	0.121	86105	75345	my8021.cx11a
83542	0	0	0	26799	0.000	0.000	0.321	19610	43.0	0.235	21	6.6	47.1	7.7	0.130	84107	73672	my8021.cx13
83822	0	0	0	29047	0.000	0.000	0.347	19598	43.0	0.234	21	6.6	47.1	7.7	0.142	84348	73653	my8021.cx14
83822	0	0	0	31114	0.000	0.000	0.371	19890	43.0	0.237	21	6.6	47.1	7.7	0.123	84364	74319	my8021.cx15a
85543	0	0	0	29636	0.000	0.000	0.346	19462	43.4	0.228	20	6.6	47.1	7.7	0.115	86047	75851	my8021.cx16
85179	0	0	0	29503	0.000	0.000	0.346	19477	43.4	0.229	20	6.6	47.1	7.7	0.115	85706	75765	my8021.cx18

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
64664	0	9	6710	69553	0.000	0.104	1.076	5455	20.9	0.084	13	14.7	15.3	0.5	0.024	NA	NA	my8021.cx0
116803	0	109	77847	124845	0.001	0.666	1.069	7166	23.0	0.061	8	14.7	24.2	11.1	0.015	NA	NA	my8021.cx1
119451	0	113	80680	131405	0.001	0.675	1.100	7738	23.7	0.065	8	14.7	35.2	10.3	0.013	NA	NA	my8021.cx2a
114794	0	108	77121	126443	0.001	0.672	1.101	7701	23.7	0.067	8	14.7	55.2	10.3	0.012	NA	NA	my8021.cx2b
135270	0	17	12077	146235	0.000	0.089	1.081	7976	24.4	0.059	7	14.7	17.2	11.1	0.020	NA	NA	my8021.cx2c
103196	0	96	68824	111434	0.001	0.667	1.080	6600	23.4	0.064	9	14.7	55.2	10.3	0.014	NA	NA	my8021.cx6a
105702	0	101	71129	113879	0.001	0.673	1.077	6729	23.6	0.064	9	14.7	55.2	10.3	0.016	NA	NA	my8021.cx6b
109279	0	102	72870	120159	0.001	0.667	1.100	7001	23.0	0.064	8	14.7	55.2	10.3	0.011	NA	NA	my8021.cx6c
95424	0	90	63887	101645	0.001	0.670	1.065	6150	23.2	0.064	10	14.7	55.2	10.3	0.018	NA	NA	my8021.cx6d
95789	0	89	63957	104496	0.001	0.668	1.091	6177	23.2	0.064	10	14.7	55.2	10.3	0.025	NA	NA	my8021.cx8
41674	0	39	27980	44684	0.001	0.671	1.072	5113	24.5	0.123	24	14.8	55.4	11.0	0.014	NA	NA	my8021.cx10a
11423	0	11	7731	12548	0.001	0.677	1.098	3022	25.0	0.265	88	15.2	55.7	12.5	0.020	NA	NA	my8021.cx10b
98234	0	93	66154	106051	0.001	0.673	1.080	6296	23.8	0.064	10	14.7	55.2	10.3	0.012	NA	NA	my8021.cx11a
101418	0	96	68239	101648	0.001	0.673	1.002	7145	26.1	0.070	10	14.7	55.2	11.0	0.015	NA	NA	my8021.cx13
94882	0	88	62842	103774	0.001	0.662	1.094	6080	23.5	0.064	10	14.7	55.2	10.3	0.017	NA	NA	my8021.cx14
30042	0	28	19997	32254	0.001	0.666	1.074	1662	24.7	0.055	33	14.7	55.2	10.3	0.013	NA	NA	my8021.cx15a
98718	0	93	65697	107400	0.001	0.666	1.088	6327	23.8	0.064	10	14.7	55.2	10.3	0.021	NA	NA	my8021.cx16
97184	0	92	64952	104018	0.001	0.668	1.070	6227	23.8	0.064	10	14.7	55.2	10.3	0.016	NA	NA	my8021.cx18

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
99	0	2	40	11675	0.018	0.401	117.455	5366	7.6	53.984	3058	22.2	22.9	0.5	3.888	100	0	my8021.cx0
15290	0	768	12283	86507	0.050	0.803	5.658	19775	29.9	1.293	78	22.2	31.9	11.2	0.238	19828	450	my8021.cx1
12723	0	886	14175	66516	0.070	1.114	5.228	17921	29.2	1.409	92	22.2	42.9	11.1	0.282	19494	399	my8021.cx2a
12690	0	991	15859	54865	0.078	1.250	4.323	17024	29.0	1.342	91	22.2	62.8	11.1	0.224	19984	350	my8021.cx2b
14225	0	820	13114	100326	0.058	0.922	7.053	21141	30.2	1.486	85	22.2	24.9	11.2	0.191	19642	600	my8021.cx2c
12469	0	974	15588	61270	0.078	1.250	4.914	17699	29.0	1.419	93	22.2	62.8	11.1	0.233	19986	350	my8021.cx6a
12723	0	1056	16898	88123	0.083	1.328	6.927	20304	29.5	1.596	93	22.2	62.8	11.1	0.482	21431	300	my8021.cx6b
12610	0	1119	17897	115915	0.089	1.419	9.192	22850	29.9	1.812	95	22.2	62.8	11.1	0.493	17436	349	my8021.cx6c
12092	0	966	15455	67008	0.080	1.278	5.542	18321	28.5	1.515	94	22.2	62.8	11.1	0.661	19183	200	my8021.cx6d
11862	0	951	15221	64541	0.080	1.283	5.441	17979	28.0	1.516	94	22.2	62.8	11.1	0.693	19229	150	my8021.cx8
12346	0	1520	12159	52841	0.123	0.985	4.280	21139	28.7	1.712	93	21.6	62.2	11.8	0.288	4495	400	my8021.cx10a
9533	0	2146	8584	34381	0.225	0.900	3.607	23737	27.9	2.490	117	22.3	62.9	13.0	0.166	3299	400	my8021.cx10b
12610	0	1021	16334	72711	0.081	1.295	5.766	18867	29.2	1.496	93	22.2	62.8	11.0	0.239	20592	350	my8021.cx11a
15198	0	381	6096	52430	0.025	0.401	3.450	18777	29.5	1.236	78	22.2	62.8	11.1	0.203	19836	1449	my8021.cx13
11976	0	957	15312	66562	0.080	1.279	5.558	20506	29.0	1.712	97	22.2	62.8	11.1	0.270	19592	250	my8021.cx14
12886	0	1019	16306	79946	0.079	1.265	6.204	20672	29.0	1.604	90	22.2	62.8	11.2	0.323	21277	350	my8021.cx15a
12579	0	1006	16088	75447	0.080	1.279	5.998	19181	29.2	1.525	93	22.2	62.8	11.1	0.237	20727	350	my8021.cx16
12579	0	1008	16130	71915	0.080	1.282	5.717	18669	29.2	1.484	93	22.2	62.8	11.1	0.250	20776	350	my8021.cx18

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
100	22	11	210	6863	0.475	9.319	68.911	5364	8.7	238.409	15467	22.3	22.9	0.5	0.559	16	0	my8021.cx0
100	6002	12	192	1569	0.002	0.032	15.720	24031	26.0	4.004	173	22.3	31.9	11.2	0.015	6009	5913	my8021.cx1
100	5989	12	191	1784	0.002	0.032	17.876	24006	26.0	4.008	174	22.3	42.9	11.1	0.005	5993	5898	my8021.cx2a
100	5887	12	193	2079	0.002	0.033	20.829	23638	26.0	4.015	177	22.3	62.8	11.1	0.016	5897	5786	my8021.cx2b
100	5986	12	191	1806	0.002	0.032	18.099	23988	25.9	4.008	173	22.3	24.9	11.2	0.016	5993	5897	my8021.cx2c
100	5973	12	193	444	0.002	0.032	4.446	23638	25.9	3.957	173	22.3	62.8	11.1	0.015	5977	5881	my8021.cx6a
100	6046	66	1052	2161	0.011	0.174	21.651	24074	26.0	3.982	172	22.3	62.8	11.1	0.017	6057	5962	my8021.cx6b
100	5962	66	1054	2166	0.011	0.177	21.706	23786	26.0	3.990	174	22.3	62.8	11.1	0.006	5962	5881	my8021.cx6c
100	5994	51	818	1726	0.009	0.137	17.293	23843	26.0	3.978	173	22.3	62.8	11.1	0.018	5999	5901	my8021.cx6d
100	5980	51	818	1724	0.009	0.137	17.271	23801	26.0	3.980	174	22.3	62.8	11.1	0.016	5979	5898	my8021.cx8
100	5980	50	401	767	0.008	0.067	7.681	23730	26.0	3.968	174	21.6	62.2	11.8	0.006	5980	5897	my8021.cx10a
100	5757	51	204	760	0.009	0.035	7.611	23245	25.9	4.038	180	22.4	62.9	13.0	0.018	5770	5658	my8021.cx10b
100	5944	51	820	1729	0.009	0.138	17.324	23662	26.0	3.981	175	22.3	62.8	11.0	0.005	5946	5850	my8021.cx11a
100	5880	51	820	900	0.009	0.139	9.016	23432	26.0	3.985	177	22.3	62.8	11.1	0.005	5882	5786	my8021.cx13
100	5989	51	819	1727	0.009	0.137	17.300	23921	26.0	3.994	174	22.3	62.8	11.1	0.017	5994	5900	my8021.cx14
100	5981	51	816	1812	0.009	0.136	18.160	24026	26.0	4.017	174	22.3	62.8	11.2	0.006	5993	5897	my8021.cx15a
100	6037	51	818	1717	0.008	0.135	17.202	24005	26.0	3.976	172	22.3	62.8	11.1	0.015	6041	5946	my8021.cx16
100	5949	51	819	1725	0.009	0.138	17.286	23667	26.0	3.978	175	22.3	62.8	11.1	0.015	5950	5850	my8021.cx18

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
103	12	4	72	6914	0.307	5.989	67.126	5695	8.6	470.682	28430	22.3	23.0	0.5	0.915	16	0	my8021.cx0
200	5975	13	211	2658	0.002	0.035	13.316	24073	26.2	4.029	175	22.3	31.9	11.2	0.011	5978	5881	my8021.cx1
200	5977	13	211	2534	0.002	0.035	12.694	24066	26.2	4.027	175	22.3	42.9	11.1	0.005	5978	5882	my8021.cx2a
200	5911	13	211	2522	0.002	0.036	12.637	23812	26.1	4.028	177	22.3	62.9	11.1	0.010	5914	5818	my8021.cx2b
200	5946	13	211	4329	0.002	0.035	21.689	24115	26.2	4.056	176	22.3	24.9	11.2	0.009	5946	5865	my8021.cx2c
200	6003	13	212	588	0.002	0.035	2.946	23833	26.2	3.970	175	22.3	62.9	11.1	0.017	6010	5754	my8021.cx6a
200	5985	124	1981	4136	0.021	0.331	20.719	24141	26.2	4.034	175	22.3	62.9	11.1	0.017	5993	5897	my8021.cx6b
200	5895	131	2098	4310	0.022	0.356	21.596	23827	26.2	4.042	178	22.3	62.9	11.1	0.018	5898	5802	my8021.cx6c
200	5972	53	843	1819	0.009	0.141	9.111	23795	26.1	3.984	175	22.3	62.9	11.1	0.006	5977	5882	my8021.cx6d
200	5960	53	844	1823	0.009	0.142	9.131	23773	26.2	3.989	176	22.3	62.9	11.1	0.016	5962	5866	my8021.cx8
200	5982	52	412	965	0.009	0.069	4.832	23803	26.2	3.979	175	21.7	62.3	11.8	0.006	5993	5897	my8021.cx10a
200	5781	52	207	810	0.009	0.036	4.059	23399	26.1	4.047	181	22.5	63.0	13.0	0.005	5786	5674	my8021.cx10b
200	5931	53	846	1822	0.009	0.143	9.129	23642	26.1	3.986	176	22.3	62.9	11.0	0.016	5934	5818	my8021.cx11a
200	5927	53	843	959	0.009	0.142	4.805	23644	26.1	3.989	176	22.3	62.9	11.1	0.008	5930	5833	my8021.cx13
200	5992	53	842	1814	0.009	0.141	9.087	23974	26.2	4.001	175	22.3	62.9	11.1	0.004	5994	5898	my8021.cx14
200	5929	52	841	1952	0.009	0.142	9.778	23871	26.1	4.026	176	22.3	62.9	11.2	0.006	5930	5834	my8021.cx15a
200	6047	53	842	1816	0.009	0.139	9.099	24091	26.2	3.984	173	22.3	62.9	11.1	0.017	6057	5961	my8021.cx16
200	5945	53	844	1827	0.009	0.142	9.153	23739	26.2	3.993	176	22.3	62.9	11.1	0.010	5946	5850	my8021.cx18

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
103	12	1	24	6941	0.106	1.950	67.195	5724	8.7	461.598	28064	22.4	23.1	0.4	0.890	16	0	my8021.cx0
399	5966	15	240	2977	0.003	0.040	7.455	24176	26.5	4.053	178	22.4	32.0	11.2	0.006	5977	5881	my8021.cx1
399	5917	15	241	2955	0.003	0.041	7.400	23995	26.5	4.055	179	22.4	43.0	11.1	0.009	5918	5818	my8021.cx2a
399	5906	15	243	2959	0.003	0.041	7.410	23952	26.5	4.056	179	22.4	63.0	11.1	0.005	5913	5818	my8021.cx2b
399	5927	15	241	6368	0.003	0.041	15.949	24348	26.6	4.108	180	22.4	25.0	11.2	0.009	5930	5822	my8021.cx2c
399	5963	15	242	1689	0.003	0.041	4.229	24051	26.5	4.033	178	22.4	63.0	11.1	0.008	5967	5881	my8021.cx6a
399	6016	128	2040	4364	0.021	0.339	10.928	24328	26.6	4.044	177	22.4	63.0	11.1	0.005	6025	5930	my8021.cx6b
399	5941	245	3920	8162	0.041	0.660	20.440	24536	26.8	4.130	180	22.4	63.0	11.1	0.009	5945	5853	my8021.cx6c
399	5957	54	863	2668	0.009	0.145	6.683	24039	26.5	4.035	178	22.4	63.0	11.1	0.016	5962	5865	my8021.cx6d
399	5993	54	865	2872	0.009	0.144	7.193	24258	26.6	4.048	178	22.4	63.0	11.1	0.008	5994	5898	my8021.cx8
399	5923	52	417	1864	0.009	0.070	4.669	24033	26.6	4.057	180	21.9	62.4	11.8	0.014	5930	5770	my8021.cx10a
399	5736	55	221	1117	0.010	0.038	2.796	23412	26.5	4.082	185	22.6	63.2	13.0	0.015	5738	5626	my8021.cx10b
399	5911	54	865	2271	0.009	0.146	5.688	23776	26.5	4.022	179	22.4	63.0	11.0	0.016	5914	5818	my8021.cx11a
399	5878	54	864	1082	0.009	0.147	2.711	23572	26.4	4.010	180	22.4	63.0	11.1	0.016	5882	5788	my8021.cx13
399	5975	54	864	2663	0.009	0.145	6.668	24223	26.6	4.054	178	22.4	63.0	11.1	0.016	5978	5882	my8021.cx14
399	5953	54	860	2254	0.009	0.145	5.644	24077	26.5	4.044	178	22.4	63.0	11.2	0.006	5961	5866	my8021.cx15a
399	5992	54	861	1973	0.009	0.144	4.942	23959	26.5	3.999	177	22.4	63.0	11.1	0.008	5994	5898	my8021.cx16
399	5869	54	864	2209	0.009	0.147	5.533	23595	26.4	4.020	180	22.4	63.0	11.1	0.016	5881	5773	my8021.cx18

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
103	12	1	11	6924	0.052	0.871	67.093	5709	8.7	460.433	28065	22.5	23.2	0.4	0.787	16	0	my8021.cx0
599	5913	16	255	4072	0.003	0.043	6.798	24177	26.8	4.089	181	22.6	32.2	11.2	0.018	5914	5818	my8021.cx1
599	5942	16	254	3230	0.003	0.043	5.392	24236	26.8	4.079	180	22.6	43.2	11.1	0.007	5946	5834	my8021.cx2a
599	5883	16	255	3274	0.003	0.043	5.466	24008	26.8	4.081	182	22.5	63.1	11.1	0.006	5882	5786	my8021.cx2b
599	5920	16	256	8183	0.003	0.043	13.662	24597	26.8	4.155	181	22.6	25.2	11.2	0.007	5929	5834	my8021.cx2c
599	5912	16	253	1201	0.003	0.043	2.005	23745	26.7	4.016	181	22.6	63.1	11.1	0.017	5914	5818	my8021.cx6a
599	5979	129	2058	4509	0.022	0.344	7.528	24254	26.8	4.057	179	22.6	63.1	11.1	0.006	5978	5897	my8021.cx6b
599	5911	251	4015	8464	0.042	0.679	14.131	24490	26.9	4.143	182	22.6	63.1	11.1	0.017	5914	5818	my8021.cx6c
599	5900	55	874	2629	0.009	0.148	4.388	23905	26.7	4.052	181	22.6	63.1	11.1	0.005	5900	5802	my8021.cx6d
599	5938	55	874	2563	0.009	0.147	4.280	24014	26.7	4.044	180	22.5	63.1	11.1	0.018	5945	5834	my8021.cx8
599	5871	55	442	2439	0.009	0.075	4.073	24022	26.8	4.092	183	22.5	63.1	11.8	0.006	5881	5786	my8021.cx10a
599	5727	55	218	1342	0.010	0.038	2.240	23531	26.7	4.109	186	22.9	63.4	13.0	0.014	5738	5626	my8021.cx10b
599	5906	55	878	2636	0.009	0.149	4.401	23924	26.7	4.051	181	22.6	63.1	11.0	0.008	5913	5803	my8021.cx11a
599	5877	55	874	1414	0.009	0.149	2.361	23709	26.7	4.034	182	22.5	63.1	11.1	0.021	5882	5770	my8021.cx13
599	5947	55	874	2668	0.009	0.147	4.454	24169	26.8	4.064	180	22.6	63.1	11.1	0.017	5946	5852	my8021.cx14
599	5916	54	870	2606	0.009	0.147	4.351	24069	26.8	4.069	181	22.5	63.1	11.2	0.016	5914	5818	my8021.cx15a
599	5936	55	874	2738	0.009	0.147	4.568	24073	26.8	4.056	181	22.6	63.1	11.1	0.010	5935	5849	my8021.cx16
599	5901	55	874	2624	0.009	0.148	4.380	23863	26.7	4.044	181	22.6	63.1	11.1	0.017	5913	5802	my8021.cx18

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
103	12	0	9	6938	0.042	0.689	67.290	5719	8.7	457.559	27840	22.7	23.4	0.4	0.870	16	0	my8021.cx0
799	5852	17	276	5609	0.003	0.047	7.023	24191	27.1	4.134	185	22.7	32.6	11.2	0.014	5855	5754	my8021.cx1
799	5878	17	273	3786	0.003	0.046	4.741	24116	27.1	4.103	184	22.7	43.6	11.1	0.017	5882	5786	my8021.cx2a
799	5862	17	272	3782	0.003	0.046	4.736	24054	27.1	4.103	185	22.7	63.6	11.1	0.015	5866	5754	my8021.cx2b
799	5860	17	273	10191	0.003	0.047	12.761	24667	27.2	4.209	186	22.7	25.6	11.2	0.011	5866	5770	my8021.cx2c
799	5926	17	275	1740	0.003	0.046	2.179	23974	27.0	4.046	182	22.7	63.6	11.1	0.017	5930	5834	my8021.cx6a
799	5992	129	2069	6504	0.022	0.345	8.140	24766	27.0	4.134	180	22.7	63.3	11.1	0.017	5994	5897	my8021.cx6b
799	5871	252	4033	10165	0.043	0.687	12.729	24635	27.1	4.196	185	22.7	63.3	11.1	0.016	5881	5786	my8021.cx6c
799	5876	55	883	2971	0.009	0.150	3.720	24013	27.0	4.086	184	22.7	63.3	11.1	0.016	5881	5786	my8021.cx6d
799	5918	55	883	2997	0.009	0.149	3.752	24193	27.0	4.088	182	22.7	63.3	11.1	0.016	5929	5817	my8021.cx8
799	5837	59	473	4144	0.010	0.081	5.189	24235	27.1	4.152	186	23.2	63.8	11.8	0.014	5834	5738	my8021.cx10a
799	5752	53	211	1323	0.009	0.037	1.657	23642	26.9	4.110	187	23.1	63.7	13.0	0.009	5754	5642	my8021.cx10b
799	5869	56	889	3050	0.009	0.151	3.819	24031	27.0	4.094	184	22.7	63.3	11.0	0.008	5881	5770	my8021.cx11a
799	5821	55	886	1800	0.010	0.152	2.253	23868	26.9	4.100	185	22.7	63.3	11.1	0.017	5833	5722	my8021.cx13
799	5887	55	882	3017	0.009	0.150	3.778	24198	27.0	4.110	183	22.7	63.3	11.1	0.008	5897	5802	my8021.cx14
799	5836	55	879	2876	0.009	0.151	3.601	23941	27.0	4.102	185	22.7	63.3	11.2	0.017	5849	5754	my8021.cx15a
799	5914	55	884	3165	0.009	0.149	3.963	24226	27.0	4.097	183	22.7	63.3	11.1	0.005	5914	5818	my8021.cx16
799	5840	55	884	3051	0.009	0.151	3.821	23872	26.9	4.087	184	22.7	63.3	11.1	0.018	5849	5738	my8021.cx18

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
103	12	1	10	6927	0.050	0.833	67.125	5720	8.6	457.618	27520	23.0	23.6	0.4	0.846	16	0	my8021.cx0
998	5900	20	312	6881	0.003	0.053	6.893	24641	27.7	4.177	188	23.0	33.2	11.2	0.025	5899	5805	my8021.cx1
998	5853	20	314	4070	0.003	0.054	4.077	24187	27.7	4.132	189	23.0	44.2	11.1	0.016	5852	5756	my8021.cx2a
998	5796	19	310	4049	0.003	0.054	4.056	23988	27.6	4.139	190	23.0	64.2	11.1	0.017	5802	5706	my8021.cx2b
998	5863	20	312	12023	0.003	0.053	12.044	24944	27.8	4.255	190	23.0	26.2	11.2	0.015	5866	5770	my8021.cx2c
998	5836	19	307	3128	0.003	0.053	3.133	23999	27.6	4.112	189	23.0	64.2	11.1	0.019	5838	5738	my8021.cx6a
999	5929	130	2078	6077	0.022	0.350	6.084	24483	27.4	4.129	185	23.0	63.5	11.1	0.017	5930	5834	my8021.cx6b
998	5885	253	4048	8768	0.043	0.688	8.783	24523	27.6	4.167	188	23.0	63.5	11.1	0.014	5897	5802	my8021.cx6c
999	5886	56	898	4149	0.010	0.153	4.154	24323	27.4	4.132	186	23.0	63.5	11.1	0.011	5885	5802	my8021.cx6d
999	5894	56	895	4094	0.009	0.152	4.099	24330	27.5	4.128	187	23.0	63.5	11.1	0.007	5897	5802	my8021.cx8
998	5838	62	493	2287	0.011	0.084	2.290	24188	27.5	4.143	188	23.7	64.4	11.8	0.023	5849	5722	my8021.cx10a
998	5713	61	244	1823	0.011	0.043	1.826	23785	27.3	4.164	191	23.4	64.2	13.0	0.014	5722	5610	my8021.cx10b
998	5853	56	902	4155	0.010	0.154	4.162	24176	27.5	4.131	188	23.0	63.5	11.0	0.016	5865	5754	my8021.cx11a
998	5794	56	899	2300	0.010	0.155	2.304	23952	27.4	4.134	189	23.0	63.5	11.1	0.008	5802	5690	my8021.cx13
998	5894	56	897	4055	0.010	0.152	4.062	24460	27.5	4.150	187	23.0	63.5	11.1	0.017	5897	5818	my8021.cx14
998	5884	56	891	5498	0.009	0.151	5.508	24549	27.4	4.172	186	23.0	63.5	11.2	0.018	5897	5786	my8021.cx15a
998	5880	56	896	4070	0.010	0.152	4.077	24270	27.5	4.127	187	23.0	63.5	11.1	0.018	5882	5786	my8021.cx16
998	5842	56	896	4096	0.010	0.153	4.103	24130	27.4	4.131	188	23.0	63.5	11.1	0.016	5849	5738	my8021.cx18

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	98.594	1.350	0.054	0.002	0.000	0.000	0.000	0.000	0.121	my8021.cx0
0.000	0.000	99.561	0.407	0.030	0.002	0.000	0.000	0.000	0.000	0.116	my8021.cx1
0.000	0.000	99.569	0.398	0.031	0.002	0.000	0.000	0.000	0.000	0.119	my8021.cx2a
0.000	0.000	99.581	0.385	0.032	0.002	0.000	0.000	0.000	0.000	0.126	my8021.cx2b
0.000	0.000	99.576	0.387	0.036	0.001	0.000	0.000	0.000	0.000	0.118	my8021.cx2c
0.000	nonzero	99.577	0.389	0.032	0.003	0.000	0.000	0.000	0.000	0.123	my8021.cx6a
0.000	0.000	99.583	0.384	0.030	0.003	0.000	0.000	0.000	0.000	0.114	my8021.cx6b
0.000	0.000	99.571	0.395	0.032	0.002	0.000	0.000	0.000	0.000	0.117	my8021.cx6c
0.000	0.000	99.570	0.394	0.034	0.002	0.000	0.000	0.000	0.000	0.126	my8021.cx6d
0.000	0.000	99.550	0.415	0.036	0.000	0.000	0.000	0.000	0.000	0.047	my8021.cx8
0.000	0.000	99.575	0.392	0.031	0.002	0.000	0.000	0.000	0.000	0.119	my8021.cx10a
0.000	0.000	99.568	0.403	0.027	0.002	0.000	0.000	0.000	0.000	0.116	my8021.cx10b
0.000	nonzero	99.583	0.384	0.030	0.003	0.000	0.000	0.000	0.000	0.121	my8021.cx11a
0.000	0.000	99.575	0.390	0.033	0.002	0.000	0.000	0.000	0.000	0.130	my8021.cx13
0.000	0.000	99.576	0.390	0.032	0.002	0.000	0.000	0.000	0.000	0.142	my8021.cx14
0.000	0.000	99.583	0.384	0.031	0.002	0.000	0.000	0.000	0.000	0.123	my8021.cx15a
0.000	0.001	99.578	0.388	0.031	0.003	0.000	0.000	0.000	0.000	0.115	my8021.cx16
0.000	0.000	99.582	0.383	0.032	0.002	0.000	0.000	0.000	0.000	0.115	my8021.cx18

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	0.152	0.395	9.368	23.634	54.536	11.915	0.000	0.000	3.888	my8021.cx0
0.000	0.000	94.596	3.438	1.685	0.280	0.000	0.000	0.000	0.000	0.238	my8021.cx1
0.000	0.000	93.990	3.216	1.972	0.822	0.001	0.000	0.000	0.000	0.282	my8021.cx2a
0.000	0.000	94.256	2.837	1.998	0.910	0.000	0.000	0.000	0.000	0.224	my8021.cx2b
0.000	0.000	93.777	3.562	2.292	0.369	0.000	0.000	0.000	0.000	0.191	my8021.cx2c
0.000	0.000	94.224	2.869	1.948	0.959	0.000	0.000	0.000	0.000	0.233	my8021.cx6a
0.000	0.000	93.822	3.263	1.915	0.993	0.006	0.000	0.000	0.000	0.482	my8021.cx6b
0.000	0.000	93.141	3.823	2.018	1.014	0.003	0.000	0.000	0.000	0.493	my8021.cx6c
0.000	0.000	93.940	3.046	2.022	0.962	0.030	0.000	0.000	0.000	0.661	my8021.cx6d
0.000	0.000	93.857	3.009	2.112	0.999	0.024	0.000	0.000	0.000	0.693	my8021.cx8
0.000	0.000	92.226	3.824	2.901	1.048	0.002	0.000	0.000	0.000	0.288	my8021.cx10a
0.000	0.000	85.586	7.998	5.278	1.138	0.000	0.000	0.000	0.000	0.166	my8021.cx10b
0.000	0.000	94.099	3.051	1.895	0.955	0.000	0.000	0.000	0.000	0.239	my8021.cx11a
0.000	0.000	92.848	4.787	2.280	0.086	0.000	0.000	0.000	0.000	0.203	my8021.cx13
0.000	0.000	94.336	2.847	1.679	1.137	0.001	0.000	0.000	0.000	0.270	my8021.cx14
0.000	0.000	93.881	3.131	2.088	0.899	0.001	0.000	0.000	0.000	0.323	my8021.cx15a
0.000	0.000	94.054	3.063	1.942	0.942	0.000	0.000	0.000	0.000	0.237	my8021.cx16
0.000	0.000	94.006	3.041	1.996	0.957	0.000	0.000	0.000	0.000	0.250	my8021.cx18

q100.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.007	0.832	28.196	5.853	41.910	22.523	0.679	0.000	0.000	0.000	0.559	my8021.cx0
99.666	0.334	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx1
99.648	0.352	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx2a
99.606	0.394	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx2b
99.645	0.355	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx2c
99.710	0.289	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx6a
99.707	0.292	nonzero	0.000	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6b
99.679	0.321	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx6c
99.662	0.338	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx6d
99.687	0.312	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx8
99.688	0.311	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx10a
99.486	0.513	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx10b
99.656	0.344	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx11a
99.666	0.334	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx13
99.691	0.309	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx14
99.670	0.329	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx15a
99.698	0.301	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx16
99.656	0.343	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx18

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.222	2.056	16.417	38.722	38.722	3.861	0.000	0.000	2.307	my8021.cx0
0.000	0.000	97.083	2.750	0.167	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx1
0.000	0.000	96.833	2.972	0.194	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx2a
0.000	0.000	97.417	2.500	0.083	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx2b
0.000	0.000	97.111	2.833	0.056	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx2c
0.000	0.000	98.722	1.167	0.111	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6a
0.000	0.000	99.639	0.361	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx6b
0.000	0.000	99.722	0.278	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8021.cx6c
0.000	0.000	99.194	0.528	0.278	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6d
0.000	0.000	99.278	0.639	0.083	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx8
0.000	0.000	99.639	0.333	0.028	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx10a
0.000	0.000	80.361	17.278	2.361	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx10b
0.000	0.000	99.111	0.889	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8021.cx11a
0.000	0.000	99.194	0.806	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8021.cx13
0.000	0.000	98.889	1.000	0.111	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx14
0.000	0.000	97.778	2.222	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx15a
0.000	0.000	99.278	0.500	0.222	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx16
0.000	0.000	99.083	0.694	0.222	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx18

q200.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.007	0.439	8.745	1.487	32.946	54.123	2.254	0.000	0.000	0.000	0.915	my8021.cx0
99.596	0.404	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8021.cx1
99.590	0.410	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx2a
99.580	0.420	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8021.cx2b
99.600	0.399	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8021.cx2c
99.669	0.331	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6a
99.631	0.368	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6b
99.587	0.412	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx6c
99.623	0.377	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx6d
99.632	0.367	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx8
99.654	0.346	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx10a
99.482	0.518	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx10b
99.582	0.418	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx11a
99.647	0.352	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx13
99.656	0.343	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8021.cx14
99.595	0.405	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx15a
99.660	0.340	nonzero	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx16
99.624	0.375	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8021.cx18

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.153	0.917	6.764	25.944	55.847	10.375	0.000	0.000	2.682	my8021.cx0
0.000	0.000	94.111	5.361	0.528	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx1
0.000	0.000	93.750	5.931	0.319	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx2a
0.000	0.000	93.194	6.625	0.181	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx2b
0.000	0.000	93.347	6.500	0.153	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx2c
0.000	0.000	94.917	4.639	0.444	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6a
0.000	0.000	99.556	0.417	0.028	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6b
0.000	0.000	99.722	0.208	0.069	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6c
0.000	0.000	96.653	3.194	0.153	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6d
0.000	0.000	96.153	3.528	0.319	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx8
0.000	0.000	96.056	3.569	0.375	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx10a
0.000	0.000	85.708	13.111	1.181	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx10b
0.000	0.000	95.708	3.083	1.208	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx11a
0.000	0.000	96.333	3.514	0.153	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx13
0.000	0.000	96.194	3.806	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8021.cx14
0.000	0.000	95.236	4.764	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx15a
0.000	0.000	95.931	2.944	1.125	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx16
0.000	0.000	95.903	3.806	0.292	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx18

q400.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.001	0.333	9.212	1.313	33.855	53.270	2.016	0.000	0.000	0.000	0.890	my8021.cx0
99.481	0.518	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx1
99.457	0.542	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8021.cx2a
99.467	0.532	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx2b
99.461	0.538	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8021.cx2c
99.491	0.508	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx6a
99.530	0.469	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx6b
99.482	0.517	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8021.cx6c
99.461	0.538	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx6d
99.491	0.508	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx8
99.428	0.571	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx10a
99.277	0.722	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx10b
99.465	0.534	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx11a
99.495	0.504	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx13
99.516	0.483	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx14
99.515	0.484	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx15a
99.523	0.476	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx16
99.447	0.552	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx18

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.125	0.778	7.674	26.271	54.174	10.979	0.000	0.000	2.782	my8021.cx0
0.000	0.000	92.681	7.257	0.062	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx1
0.000	0.000	92.604	7.181	0.215	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx2a
0.000	0.000	92.569	7.347	0.083	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx2b
0.000	0.000	92.438	7.465	0.097	0.000	0.000	0.000	0.000	0.000	0.020	my8021.cx2c
0.000	0.000	92.361	7.597	0.042	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6a
0.000	0.000	97.993	2.007	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx6b
0.000	0.000	99.569	0.431	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx6c
0.000	0.000	94.479	4.056	1.465	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6d
0.000	0.000	93.840	5.931	0.229	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx8
0.000	0.000	97.354	2.625	0.021	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx10a
0.000	0.000	88.590	9.875	1.535	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx10b
0.000	0.000	93.965	4.694	1.340	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx11a
0.000	0.000	94.792	4.035	1.174	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx13
0.000	0.000	94.715	4.722	0.562	0.000	0.000	0.000	0.000	0.000	0.020	my8021.cx14
0.000	0.000	95.333	4.549	0.118	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx15a
0.000	0.000	96.042	3.917	0.042	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx16
0.000	0.000	94.701	5.139	0.160	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx18

q600.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.002	0.283	9.165	1.177	34.181	53.065	2.127	0.000	0.000	0.000	0.787	my8021.cx0
99.343	0.656	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx1
99.355	0.644	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	my8021.cx2a
99.320	0.679	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx2b
99.329	0.670	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	my8021.cx2c
99.357	0.642	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6a
99.415	0.583	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx6b
99.377	0.621	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6c
99.351	0.648	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx6d
99.370	0.629	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx8
99.284	0.715	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021.cx10a
99.180	0.819	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx10b
99.354	0.645	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx11a
99.377	0.622	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx13
99.417	0.582	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx14
99.400	0.599	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx15a
99.366	0.633	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8021.cx16
99.364	0.634	0.001	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx18

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.134	0.838	7.389	25.958	54.949	10.731	0.000	0.000	3.489	my8021.cx0
0.000	0.000	93.810	5.954	0.236	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx1
0.000	0.000	93.704	6.088	0.208	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx2a
0.000	0.000	93.449	6.319	0.231	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx2b
0.000	0.000	93.972	6.009	0.019	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx2c
0.000	0.000	93.648	6.236	0.116	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx6a
0.000	0.000	97.023	2.977	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx6b
0.000	0.000	98.630	1.241	0.130	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6c
0.000	0.000	94.287	5.713	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx6d
0.000	0.000	94.037	3.519	2.444	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx8
0.000	0.000	93.338	6.519	0.144	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx10a
0.000	0.000	92.366	6.806	0.829	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx10b
0.000	0.000	94.319	5.681	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx11a
0.000	0.000	93.144	3.917	2.940	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx13
0.000	0.000	94.787	3.630	1.583	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx14
0.000	0.000	94.634	4.667	0.699	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx15a
0.000	0.000	94.097	5.880	0.023	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx16
0.000	0.000	93.773	3.769	2.458	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx18

q800.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.004	0.342	9.633	1.262	34.083	52.598	2.077	0.000	0.000	0.000	0.870	my8021.cx0
99.127	0.871	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx1
99.170	0.829	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx2a
99.181	0.817	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx2b
99.113	0.885	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8021.cx2c
99.243	0.756	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6a
99.288	0.710	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6b
99.222	0.775	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx6c
99.207	0.791	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx6d
99.248	0.750	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx8
99.161	0.837	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx10a
99.107	0.891	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8021.cx10b
99.221	0.777	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx11a
99.123	0.875	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx13
99.221	0.778	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx14
99.177	0.821	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx15a
99.218	0.780	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8021.cx16
99.154	0.844	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx18

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.087	0.903	7.281	25.878	55.316	10.535	0.000	0.000	2.755	my8021.cx0
0.000	0.000	94.410	5.358	0.233	0.000	0.000	0.000	0.000	0.000	0.041	my8021.cx1
0.000	0.000	93.785	5.403	0.812	0.000	0.000	0.000	0.000	0.000	0.040	my8021.cx2a
0.000	0.000	93.622	5.601	0.778	0.000	0.000	0.000	0.000	0.000	0.041	my8021.cx2b
0.000	0.000	94.764	5.167	0.069	0.000	0.000	0.000	0.000	0.000	0.036	my8021.cx2c
0.000	0.000	93.267	5.201	1.531	0.000	0.000	0.000	0.000	0.000	0.049	my8021.cx6a
0.000	0.000	96.007	3.587	0.406	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6b
0.000	0.000	97.361	2.583	0.056	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6c
0.000	0.000	94.757	4.566	0.677	0.000	0.000	0.000	0.000	0.000	0.025	my8021.cx6d
0.000	0.000	94.434	4.243	1.323	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx8
0.000	0.000	93.132	5.594	1.274	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx10a
0.000	0.000	95.830	3.858	0.312	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx10b
0.000	0.000	94.858	5.142	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021.cx11a
0.000	0.000	94.562	4.788	0.649	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx13
0.000	0.000	95.090	4.910	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx14
0.000	0.000	95.014	4.101	0.885	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx15a
0.000	0.000	95.198	4.799	0.003	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx16
0.000	0.000	94.340	4.368	1.292	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx18

q1000.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.001	0.283	9.234	1.230	34.245	53.020	1.987	0.000	0.000	0.000	0.846	my8021.cx0
99.039	0.959	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	my8021.cx1
98.980	1.018	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx2a
98.906	1.091	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx2b
99.001	0.997	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8021.cx2c
98.991	1.007	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	my8021.cx6a
99.209	0.789	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx6b
99.182	0.814	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx6c
99.086	0.911	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8021.cx6d
99.132	0.866	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	my8021.cx8
99.048	0.949	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx10a
98.941	1.057	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx10b
99.093	0.904	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx11a
99.052	0.945	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8021.cx13
99.121	0.876	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	my8021.cx14
99.152	0.845	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx15a
99.128	0.870	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my8021.cx16
99.081	0.916	0.003	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my8021.cx18

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.106	1.000	7.325	26.008	54.644	10.917	0.000	0.000	3.638	my8021.cx0
0.000	0.000	94.611	5.122	0.267	0.000	0.000	0.000	0.000	0.000	0.045	my8021.cx1
0.000	0.000	94.703	4.764	0.533	0.000	0.000	0.000	0.000	0.000	0.038	my8021.cx2a
0.000	0.000	94.569	4.808	0.622	0.000	0.000	0.000	0.000	0.000	0.043	my8021.cx2b
0.000	0.000	94.539	4.786	0.675	0.000	0.000	0.000	0.000	0.000	0.037	my8021.cx2c
0.000	0.000	94.714	4.364	0.922	0.000	0.000	0.000	0.000	0.000	0.042	my8021.cx6a
0.000	0.000	96.136	3.011	0.853	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx6b
0.000	0.000	97.789	2.169	0.042	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx6c
0.000	0.000	95.944	4.056	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx6d
0.000	0.000	95.436	4.564	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx8
0.000	0.000	94.242	3.564	2.194	0.000	0.000	0.000	0.000	0.000	0.040	my8021.cx10a
0.000	0.000	94.375	5.069	0.556	0.000	0.000	0.000	0.000	0.000	0.036	my8021.cx10b
0.000	0.000	94.997	4.606	0.397	0.000	0.000	0.000	0.000	0.000	0.023	my8021.cx11a
0.000	0.000	95.711	4.289	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021.cx13
0.000	0.000	95.139	4.314	0.547	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx14
0.000	0.000	95.478	4.047	0.475	0.000	0.000	0.000	0.000	0.000	0.022	my8021.cx15a
0.000	0.000	94.953	4.094	0.953	0.000	0.000	0.000	0.000	0.000	0.024	my8021.cx16
0.000	0.000	95.119	4.489	0.392	0.000	0.000	0.000	0.000	0.000	0.021	my8021.cx18