Introduction

This is a report for the insert benchmark with 20M docs and 1 client(s). It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file.

The test server has 8 AMD cores, 16G RAM and an NVMe SSD. It is described here as the Beelink. The benchmark was run with 1 client and there were 1 or 3 connections per client (1 for queries or inserts without rate limits, 1+1 for rate limited inserts+deletes). There is 1 table. It loads 20M rows without secondary indexes, creates secondary indexes, then inserts 50M rows with a delete per insert to avoid growing the table. It then does 3 read+write tests for 1200s each that do queries as fast as possible with 100, 500 and then 1000 inserts/second/client concurrent with the queries and 1000 deletes/second to avoid growing the table. The database is (or should be) cached by InnoDB.

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 q100, q500, q1000. 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.i1q100.1q500.1q1000.1
my8013_rel.cy10a_bee 6944414055916667343835223568
my8014_rel.cy10a_bee 6849313862117756343434003413
my8015_rel.cy10a_bee 6872813862117705335333673437
my8016_rel.cy10a_bee 6944413673518057340533763423
my8017_rel.cy10a_bee 6993013581117870324532973357
my8018_rel.cy10a_bee 6896613400017992332833833417
my8019_rel.cy10a_bee 6600713400017606335433283356
my8020_rel.cy10a_bee 6410213581117606332133063362
my8021_rel.cy10a_bee 6472513489917813328332503260
my8022_rel.cy10a_bee 6250012884618567324131913227
my8023_rel.cy10a_bee 6135013137218382289528972913
my8024_rel.cy10a_bee 6309113400018282290028672908
my8025_rel.cy10a_bee 6135013400017940286928552881
my8026_rel.cy10a_bee 6289313311219004287528322855
my8027_rel.cy10a_bee 6329115581419069287128802897
my8028_rel.cy10a_bee 6349215581419077310030623124
my8030_rel.cy10a_bee 5934714888916949287628722894
my8031_rel.cy10a_bee 5952414460416932286428362858
my8032_rel.cy10a_bee 5618014357116469282228162829
my8033_rel.cy10a_bee 5571014357116415279427532762
my8034_rel.cy10a_bee 5571014154916773286028522891

This table has relative throughput, throughput for the DBMS relative to the DBMS in the first line, using the absolute throughput from the previous table. Values less than 0.95 have a yellow background. Values greater than 1.05 have a blue background.

dbmsl.i0l.xl.i1q100.1q500.1q1000.1
my8013_rel.cy10a_bee 1.001.001.001.001.001.00
my8014_rel.cy10a_bee 0.990.991.071.000.970.96
my8015_rel.cy10a_bee 0.990.991.060.980.960.96
my8016_rel.cy10a_bee 1.000.971.080.990.960.96
my8017_rel.cy10a_bee 1.010.971.070.940.940.94
my8018_rel.cy10a_bee 0.990.951.080.970.960.96
my8019_rel.cy10a_bee 0.950.951.060.980.940.94
my8020_rel.cy10a_bee 0.920.971.060.970.940.94
my8021_rel.cy10a_bee 0.930.961.070.950.920.91
my8022_rel.cy10a_bee 0.900.921.110.940.910.90
my8023_rel.cy10a_bee 0.880.931.100.840.820.82
my8024_rel.cy10a_bee 0.910.951.100.840.810.82
my8025_rel.cy10a_bee 0.880.951.080.830.810.81
my8026_rel.cy10a_bee 0.910.951.140.840.800.80
my8027_rel.cy10a_bee 0.911.111.140.840.820.81
my8028_rel.cy10a_bee 0.911.111.140.900.870.88
my8030_rel.cy10a_bee 0.851.061.020.840.820.81
my8031_rel.cy10a_bee 0.861.031.020.830.810.80
my8032_rel.cy10a_bee 0.811.020.990.820.800.79
my8033_rel.cy10a_bee 0.801.020.980.810.780.77
my8034_rel.cy10a_bee 0.801.011.010.830.810.81

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.

dbmsq100.1q500.1q1000.1
my8013_rel.cy10a_bee100499998
my8014_rel.cy10a_bee100499998
my8015_rel.cy10a_bee100499997
my8016_rel.cy10a_bee100499998
my8017_rel.cy10a_bee100499998
my8018_rel.cy10a_bee100499998
my8019_rel.cy10a_bee100499997
my8020_rel.cy10a_bee100499997
my8021_rel.cy10a_bee100499998
my8022_rel.cy10a_bee100499998
my8023_rel.cy10a_bee100499998
my8024_rel.cy10a_bee100499998
my8025_rel.cy10a_bee100499998
my8026_rel.cy10a_bee100499998
my8027_rel.cy10a_bee100499998
my8028_rel.cy10a_bee100498998
my8030_rel.cy10a_bee100499998
my8031_rel.cy10a_bee100499998
my8032_rel.cy10a_bee100499998
my8033_rel.cy10a_bee100499997
my8034_rel.cy10a_bee100499998
target1005001000

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
my8013_rel.cy10a_bee99.3990.4970.1030.061
my8014_rel.cy10a_bee99.4030.4410.1550.0010.071
my8015_rel.cy10a_bee99.3990.4520.1490.0010.074
my8016_rel.cy10a_bee99.4160.4310.1520.0010.066
my8017_rel.cy10a_bee99.4060.4450.1470.0020.078
my8018_rel.cy10a_bee99.3980.4570.1430.0020.071
my8019_rel.cy10a_bee99.3820.4710.1460.0020.077
my8020_rel.cy10a_bee99.3500.4950.1510.0030.078
my8021_rel.cy10a_bee99.3490.4850.1640.0030.073
my8022_rel.cy10a_bee99.5720.2400.1850.0030.106
my8023_rel.cy10a_bee99.5650.2540.1780.0030.097
my8024_rel.cy10a_bee99.5480.3060.1430.0030.111
my8025_rel.cy10a_bee99.5540.2890.1540.0030.083
my8026_rel.cy10a_bee99.5470.3040.1450.0030.081
my8027_rel.cy10a_bee99.5450.3090.1430.0030.076
my8028_rel.cy10a_bee99.4510.4040.1420.0030.082
my8030_rel.cy10a_bee99.4300.4430.1230.0030.077
my8031_rel.cy10a_bee99.4470.4150.1350.0030.077
my8032_rel.cy10a_bee99.4030.4570.1360.0030.085
my8033_rel.cy10a_bee99.4010.4540.1420.0030.078
my8034_rel.cy10a_bee99.3980.4590.1410.0030.076

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
69444	0	0	0.0	370.5	26.4	0.000	0.000	0.005	0.389	56060	35.0	0.807	40	1.3	3.9	2.4	0.061	69523	63629	20m.my8013_rel.cy10a_bee
68493	0	0	0.0	284.4	23.6	0.000	0.000	0.004	0.352	18506	23.3	0.270	27	1.3	9.9	2.4	0.071	68440	61829	20m.my8014_rel.cy10a_bee
68728	0	0	0.0	286.1	23.6	0.000	0.000	0.004	0.352	18509	23.0	0.269	27	1.3	9.9	2.4	0.074	68671	62388	20m.my8015_rel.cy10a_bee
69444	0	0	0.0	288.3	23.9	0.000	0.000	0.004	0.353	19014	22.9	0.274	26	1.3	9.9	2.4	0.066	69580	63326	20m.my8016_rel.cy10a_bee
69930	0	0	0.0	289.6	24.0	0.000	0.000	0.004	0.351	19026	22.7	0.272	26	1.3	9.9	2.4	0.078	70023	62932	20m.my8017_rel.cy10a_bee
68966	0	0	0.0	286.3	23.7	0.000	0.000	0.004	0.351	18957	22.5	0.275	26	1.3	9.9	2.4	0.071	68655	61538	20m.my8018_rel.cy10a_bee
66007	0	0	0.0	275.4	22.7	0.000	0.000	0.004	0.353	17893	22.6	0.271	27	1.3	9.9	2.5	0.077	65529	56864	20m.my8019_rel.cy10a_bee
64102	0	0	0.0	306.4	21.7	0.000	0.000	0.005	0.347	17332	22.5	0.270	28	1.3	9.9	2.4	0.078	64242	58036	20m.my8020_rel.cy10a_bee
64725	0	0	0.0	308.1	21.9	0.000	0.000	0.005	0.347	17546	22.5	0.271	28	1.3	9.9	2.4	0.073	64529	57628	20m.my8021_rel.cy10a_bee
62500	0	0	0.0	297.8	21.2	0.000	0.000	0.005	0.348	6725	20.5	0.108	26	1.3	9.9	2.4	0.106	63142	54935	20m.my8022_rel.cy10a_bee
61350	0	0	0.0	293.3	20.8	0.000	0.000	0.005	0.348	6836	20.4	0.111	27	1.3	9.9	2.5	0.097	61832	53542	20m.my8023_rel.cy10a_bee
63091	0	0	0.0	297.4	21.4	0.000	0.000	0.005	0.348	7036	20.9	0.112	27	1.3	9.9	2.4	0.111	63647	57080	20m.my8024_rel.cy10a_bee
61350	0	0	0.0	290.4	20.8	0.000	0.000	0.005	0.348	6871	20.3	0.112	26	1.3	9.9	2.5	0.083	61732	55137	20m.my8025_rel.cy10a_bee
62893	0	0	0.0	295.4	21.3	0.000	0.000	0.005	0.347	7013	20.8	0.112	26	1.3	9.9	2.4	0.081	63231	56069	20m.my8026_rel.cy10a_bee
63291	0	0	0.0	297.3	21.4	0.000	0.000	0.005	0.346	7099	20.8	0.112	26	1.3	9.9	2.4	0.076	63535	57236	20m.my8027_rel.cy10a_bee
63492	0	0	0.0	299.1	21.5	0.000	0.000	0.005	0.347	7145	20.9	0.113	26	1.3	9.9	2.4	0.082	63829	57735	20m.my8028_rel.cy10a_bee
59347	0	0	0.0	294.5	20.7	0.000	0.000	0.005	0.356	6863	20.2	0.116	27	1.3	9.9	2.4	0.077	59933	52939	20m.my8030_rel.cy10a_bee
59524	0	0	0.0	295.0	20.7	0.000	0.000	0.005	0.356	6864	20.1	0.115	27	1.3	9.9	2.5	0.077	60032	52841	20m.my8031_rel.cy10a_bee
56180	0	0	0.0	278.3	19.5	0.000	0.000	0.005	0.355	6508	20.0	0.116	28	1.3	9.9	2.5	0.085	56238	51343	20m.my8032_rel.cy10a_bee
55710	0	0	0.0	276.2	19.3	0.000	0.000	0.005	0.355	6459	19.9	0.116	29	1.3	9.9	2.5	0.078	55751	50844	20m.my8033_rel.cy10a_bee
55710	0	0	0.0	273.9	19.3	0.000	0.000	0.005	0.355	6477	20.0	0.116	29	1.3	9.9	2.5	0.076	56053	49964	20m.my8034_rel.cy10a_bee

l.x

l.x: create secondary indexes.

Average throughput:

Image

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
140559	0	0	0.0	970.4	109.7	0.000	0.000	0.007	0.800	12044	14.2	0.086	8	3.0	5.5	3.4	0.011	NA	NA	20m.my8013_rel.cy10a_bee
138621	0	0	0.0	1101.8	112.9	0.000	0.000	0.008	0.834	8155	12.3	0.059	7	3.0	11.5	3.4	0.011	NA	NA	20m.my8014_rel.cy10a_bee
138621	0	0	0.0	1366.9	116.6	0.000	0.000	0.010	0.861	9694	12.5	0.070	7	3.0	11.5	3.4	0.019	NA	NA	20m.my8015_rel.cy10a_bee
136735	0	0	0.0	1091.1	111.4	0.000	0.000	0.008	0.834	8617	12.5	0.063	7	3.0	11.5	3.4	0.011	NA	NA	20m.my8016_rel.cy10a_bee
135811	0	0	0.0	1082.7	111.0	0.000	0.000	0.008	0.837	8575	12.4	0.063	7	3.0	11.5	3.4	0.014	NA	NA	20m.my8017_rel.cy10a_bee
134000	0	0	0.0	1113.0	106.9	0.000	0.000	0.008	0.817	8710	12.3	0.065	7	3.0	11.5	3.4	0.012	NA	NA	20m.my8018_rel.cy10a_bee
134000	0	0	0.0	1401.8	109.4	0.000	0.000	0.010	0.836	9856	12.3	0.074	7	3.0	11.5	4.0	0.012	NA	NA	20m.my8019_rel.cy10a_bee
135811	0	0	0.0	1131.2	107.3	0.000	0.000	0.008	0.809	8199	12.2	0.060	7	3.0	11.5	3.0	0.014	NA	NA	20m.my8020_rel.cy10a_bee
134899	0	0	0.0	1131.5	106.9	0.000	0.000	0.008	0.811	7988	12.2	0.059	7	3.0	11.5	3.0	0.012	NA	NA	20m.my8021_rel.cy10a_bee
128846	0	0	0.0	1341.5	105.2	0.000	0.000	0.010	0.836	7385	11.8	0.057	7	3.0	11.5	3.0	0.020	NA	NA	20m.my8022_rel.cy10a_bee
131372	0	0	0.0	1103.0	103.9	0.000	0.000	0.008	0.810	6957	11.8	0.053	7	3.0	11.5	3.0	0.020	NA	NA	20m.my8023_rel.cy10a_bee
134000	0	0	0.0	1535.6	111.2	0.000	0.000	0.011	0.850	7952	12.1	0.059	7	3.0	11.5	3.0	0.011	NA	NA	20m.my8024_rel.cy10a_bee
134000	0	1	0.0	1551.1	111.4	0.000	0.000	0.012	0.851	7986	12.0	0.060	7	3.0	11.5	3.0	0.012	NA	NA	20m.my8025_rel.cy10a_bee
133112	0	0	0.0	1517.7	110.9	0.000	0.000	0.011	0.853	7863	11.9	0.059	7	3.0	11.5	3.0	0.011	NA	NA	20m.my8026_rel.cy10a_bee
155814	0	791	51.4	2243.0	150.9	0.005	0.338	0.014	0.991	9103	43.4	0.058	22	3.0	11.5	3.5	0.011	NA	NA	20m.my8027_rel.cy10a_bee
155814	0	791	51.5	1999.9	147.9	0.005	0.338	0.013	0.972	9083	43.5	0.058	22	3.0	11.5	3.5	0.013	NA	NA	20m.my8028_rel.cy10a_bee
148889	0	732	47.6	3001.0	155.6	0.005	0.328	0.020	1.070	10904	42.3	0.073	23	3.0	11.5	3.3	0.013	NA	NA	20m.my8030_rel.cy10a_bee
144604	0	732	47.6	2063.2	141.0	0.005	0.337	0.014	0.998	9068	43.2	0.063	24	3.0	11.5	3.1	0.016	NA	NA	20m.my8031_rel.cy10a_bee
143571	0	732	47.6	2181.8	141.5	0.005	0.340	0.015	1.009	9016	43.5	0.063	24	3.0	11.5	3.1	0.017	NA	NA	20m.my8032_rel.cy10a_bee
143571	0	708	46.0	2970.7	150.7	0.005	0.328	0.021	1.075	10611	42.7	0.074	24	3.0	11.5	3.0	0.012	NA	NA	20m.my8033_rel.cy10a_bee
141549	0	706	45.9	2475.1	143.5	0.005	0.332	0.017	1.038	9649	42.7	0.068	24	3.0	11.5	3.0	0.012	NA	NA	20m.my8034_rel.cy10a_bee

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
my8013_rel.cy10a_bee93.8385.2310.8980.0340.188
my8014_rel.cy10a_bee96.2443.3280.4180.0100.134
my8015_rel.cy10a_bee96.2033.3630.4270.0070.122
my8016_rel.cy10a_bee96.2463.3250.4190.0090.159
my8017_rel.cy10a_bee96.1923.3860.4080.0130.144
my8018_rel.cy10a_bee96.2033.3840.4000.0130.142
my8019_rel.cy10a_bee96.1673.4260.3930.0140.157
my8020_rel.cy10a_bee96.6582.9260.3820.0340.173
my8021_rel.cy10a_bee96.6772.9030.3900.0300.170
my8022_rel.cy10a_bee97.0072.8870.1000.0060.104
my8023_rel.cy10a_bee96.8843.0160.0980.0020.104
my8024_rel.cy10a_bee96.8413.0270.1320.0010.083
my8025_rel.cy10a_bee96.7593.1070.1320.0020.105
my8026_rel.cy10a_bee96.8902.9760.1310.0030.140
my8027_rel.cy10a_bee96.9172.9520.1290.0020.106
my8028_rel.cy10a_bee96.8493.0360.1130.0020.104
my8030_rel.cy10a_bee95.8373.9910.1700.0020.108
my8031_rel.cy10a_bee95.8134.0050.1790.0030.112
my8032_rel.cy10a_bee95.6484.1670.1840.0010.106
my8033_rel.cy10a_bee95.7054.1070.1860.0020.104
my8034_rel.cy10a_bee95.6874.1350.1780.0010.112

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee95.4073.9630.6150.0150.154
my8014_rel.cy10a_bee97.2432.4370.3140.0070.124
my8015_rel.cy10a_bee97.2332.4530.3100.0040.119
my8016_rel.cy10a_bee97.2312.4420.3230.0050.130
my8017_rel.cy10a_bee97.2372.4470.3070.0090.137
my8018_rel.cy10a_bee97.2252.4540.3130.0080.145
my8019_rel.cy10a_bee97.2322.4470.3130.0090.156
my8020_rel.cy10a_bee97.9821.6940.3080.0150.166
my8021_rel.cy10a_bee97.8951.7930.2990.0140.176
my8022_rel.cy10a_bee97.8352.1320.0310.0010.104
my8023_rel.cy10a_bee97.7402.2350.0240.0010.103
my8024_rel.cy10a_bee97.7542.2000.0450.0010.075
my8025_rel.cy10a_bee97.7302.2240.0450.0010.104
my8026_rel.cy10a_bee97.7732.1840.0410.0020.104
my8027_rel.cy10a_bee97.7692.1880.0410.0020.108
my8028_rel.cy10a_bee97.7152.2490.0340.0020.103
my8030_rel.cy10a_bee97.0632.8710.0640.0020.103
my8031_rel.cy10a_bee97.0842.8460.0680.0020.103
my8032_rel.cy10a_bee97.0602.8670.0720.0010.103
my8033_rel.cy10a_bee97.1182.8080.0740.0010.103
my8034_rel.cy10a_bee97.1092.8230.0670.0010.112

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
16667	0	0	0.0	5584.5	188.6	0.000	0.000	0.335	11.585	73462	47.3	4.408	227	4.0	6.6	5.2	0.188	17738	4745	20m.my8013_rel.cy10a_bee
17756	0	0	0.0	2398.0	93.2	0.000	0.000	0.135	5.373	32044	38.1	1.805	172	4.4	13.1	5.7	0.134	18430	5696	20m.my8014_rel.cy10a_bee
17705	0	0	0.0	2402.9	93.3	0.000	0.000	0.136	5.393	32163	38.0	1.817	172	4.4	13.1	5.7	0.122	18340	5196	20m.my8015_rel.cy10a_bee
18057	0	0	0.0	2467.4	96.0	0.000	0.000	0.137	5.445	32741	37.9	1.813	168	4.3	13.0	5.6	0.159	18785	5494	20m.my8016_rel.cy10a_bee
17870	0	0	0.0	2445.5	95.4	0.000	0.000	0.137	5.470	32836	37.6	1.838	168	4.3	13.0	5.6	0.144	18678	5748	20m.my8017_rel.cy10a_bee
17992	0	0	0.0	2472.5	96.4	0.000	0.000	0.137	5.484	33015	37.7	1.835	168	4.3	13.0	5.6	0.142	18737	6243	20m.my8018_rel.cy10a_bee
17606	0	0	0.0	2385.7	93.3	0.000	0.000	0.136	5.425	31852	37.5	1.809	170	4.3	13.0	5.6	0.157	18330	6093	20m.my8019_rel.cy10a_bee
17606	0	32	0.5	2905.3	94.8	0.002	0.030	0.165	5.512	31080	37.3	1.765	169	4.1	12.8	5.4	0.173	18530	5644	20m.my8020_rel.cy10a_bee
17813	0	33	0.5	2905.6	95.1	0.002	0.030	0.163	5.464	30952	37.1	1.738	167	4.1	12.8	5.4	0.170	18745	5490	20m.my8021_rel.cy10a_bee
18567	0	34	0.5	2932.5	96.0	0.002	0.030	0.158	5.294	14292	36.8	0.770	159	4.3	13.1	5.6	0.104	19228	4595	20m.my8022_rel.cy10a_bee
18382	0	34	0.5	2903.4	95.0	0.002	0.030	0.158	5.289	16647	36.9	0.906	161	4.3	13.1	5.6	0.104	19028	5094	20m.my8023_rel.cy10a_bee
18282	0	34	0.5	2921.1	95.4	0.002	0.030	0.160	5.343	16870	36.7	0.923	161	4.3	13.1	5.6	0.083	18929	5699	20m.my8024_rel.cy10a_bee
17940	0	33	0.5	2906.5	94.7	0.002	0.030	0.162	5.404	16731	36.5	0.933	163	4.3	13.1	5.6	0.105	18541	5698	20m.my8025_rel.cy10a_bee
19004	0	35	0.5	3014.4	99.0	0.002	0.030	0.159	5.335	17478	36.5	0.920	154	4.3	13.0	5.5	0.140	19729	5343	20m.my8026_rel.cy10a_bee
19069	0	35	0.6	3028.8	99.4	0.002	0.030	0.159	5.337	17752	36.7	0.931	154	4.3	13.0	5.5	0.106	19828	5742	20m.my8027_rel.cy10a_bee
19077	0	35	0.6	3036.9	99.7	0.002	0.030	0.159	5.353	17719	36.6	0.929	153	4.2	13.0	5.5	0.104	19828	5893	20m.my8028_rel.cy10a_bee
16949	0	31	0.5	3624.6	118.9	0.002	0.030	0.214	7.183	18902	36.4	1.115	172	4.2	13.0	5.5	0.108	17629	5294	20m.my8030_rel.cy10a_bee
16932	0	31	0.5	3608.2	118.1	0.002	0.030	0.213	7.143	18831	36.5	1.112	172	4.3	13.0	5.6	0.112	17630	4745	20m.my8031_rel.cy10a_bee
16469	0	30	0.5	3520.6	115.0	0.002	0.030	0.214	7.152	18411	36.5	1.118	177	4.3	13.1	5.6	0.106	17091	4645	20m.my8032_rel.cy10a_bee
16415	0	30	0.5	3499.5	114.3	0.002	0.030	0.213	7.129	18293	36.3	1.114	177	4.3	13.1	5.6	0.104	17031	4498	20m.my8033_rel.cy10a_bee
16773	0	31	0.5	3619.6	118.5	0.002	0.030	0.216	7.237	18813	36.2	1.122	173	4.2	13.0	5.6	0.112	17481	4545	20m.my8034_rel.cy10a_bee

q100.1

q100.1: range queries with 100 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee43.46656.534nonzero0.004
my8014_rel.cy10a_bee43.59256.408nonzero0.002
my8015_rel.cy10a_bee38.46861.531nonzero0.002
my8016_rel.cy10a_bee39.90160.099nonzero0.003
my8017_rel.cy10a_bee30.86769.133nonzero0.002
my8018_rel.cy10a_bee34.67365.327nonzero0.002
my8019_rel.cy10a_bee35.61864.382nonzero0.002
my8020_rel.cy10a_bee34.83965.161nonzero0.003
my8021_rel.cy10a_bee33.86266.1380.001nonzero0.006
my8022_rel.cy10a_bee31.56068.4390.001nonzero0.012
my8023_rel.cy10a_bee10.73589.2640.001nonzero0.004
my8024_rel.cy10a_bee11.47988.5200.001nonzero0.006
my8025_rel.cy10a_bee9.31090.6890.0020.004
my8026_rel.cy10a_bee7.62792.3710.0020.003
my8027_rel.cy10a_bee8.08991.910nonzero0.003
my8028_rel.cy10a_bee27.32472.6760.001nonzero0.004
my8030_rel.cy10a_bee7.41092.589nonzerononzero0.006
my8031_rel.cy10a_bee7.69792.3020.0010.004
my8032_rel.cy10a_bee5.19094.8090.001nonzero0.004
my8033_rel.cy10a_bee3.61696.3830.0010.004
my8034_rel.cy10a_bee7.31892.6810.0010.003

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee93.6256.0420.3330.023
my8014_rel.cy10a_bee97.0003.0000.011
my8015_rel.cy10a_bee96.0004.0000.014
my8016_rel.cy10a_bee97.2082.7920.014
my8017_rel.cy10a_bee97.3332.5830.0830.021
my8018_rel.cy10a_bee97.2502.7500.015
my8019_rel.cy10a_bee96.9583.0420.015
my8020_rel.cy10a_bee97.6672.3330.014
my8021_rel.cy10a_bee98.2921.6670.0420.016
my8022_rel.cy10a_bee99.3750.6250.015
my8023_rel.cy10a_bee99.3750.6250.015
my8024_rel.cy10a_bee99.2500.7080.0420.016
my8025_rel.cy10a_bee99.6670.3330.015
my8026_rel.cy10a_bee99.4580.5420.016
my8027_rel.cy10a_bee99.5420.4580.014
my8028_rel.cy10a_bee99.7500.2500.016
my8030_rel.cy10a_bee99.2080.7920.010
my8031_rel.cy10a_bee99.4170.5420.0420.017
my8032_rel.cy10a_bee99.2920.7080.013
my8033_rel.cy10a_bee99.2920.7080.009
my8034_rel.cy10a_bee99.6670.2920.0420.016

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee95.7084.1670.1250.018
my8014_rel.cy10a_bee98.4171.5830.011
my8015_rel.cy10a_bee97.5002.5000.014
my8016_rel.cy10a_bee98.5421.4580.014
my8017_rel.cy10a_bee98.6671.2920.0420.016
my8018_rel.cy10a_bee98.7081.2920.014
my8019_rel.cy10a_bee98.5421.4580.015
my8020_rel.cy10a_bee98.8331.1670.014
my8021_rel.cy10a_bee98.7921.2080.016
my8022_rel.cy10a_bee99.4170.5830.009
my8023_rel.cy10a_bee99.5420.4580.015
my8024_rel.cy10a_bee99.3750.6250.011
my8025_rel.cy10a_bee99.5420.4580.012
my8026_rel.cy10a_bee99.5000.5000.011
my8027_rel.cy10a_bee99.6670.3330.014
my8028_rel.cy10a_bee99.7920.2080.008
my8030_rel.cy10a_bee99.5830.4170.009
my8031_rel.cy10a_bee99.5830.4170.008
my8032_rel.cy10a_bee99.7920.2080.013
my8033_rel.cy10a_bee99.6250.3750.013
my8034_rel.cy10a_bee99.7500.2500.008

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
100	3438	0	0.0	330.0	9.6	0.000	0.000	3.307	98.781	15815	13.2	4.600	307	4.0	6.6	5.2	0.004	3436	3245	20m.my8013_rel.cy10a_bee
100	3434	0	0.0	117.2	3.5	0.000	0.000	1.176	35.761	14262	12.7	4.153	296	4.4	13.1	5.7	0.002	3420	3228	20m.my8014_rel.cy10a_bee
100	3353	0	0.0	123.2	3.7	0.000	0.000	1.236	37.546	13988	13.0	4.172	310	4.4	13.1	5.7	0.002	3339	3180	20m.my8015_rel.cy10a_bee
100	3405	0	0.0	120.6	3.6	0.000	0.000	1.209	36.750	14178	12.8	4.164	301	4.3	13.0	5.6	0.003	3388	3198	20m.my8016_rel.cy10a_bee
100	3245	0	0.0	110.0	3.3	0.000	0.000	1.103	33.432	13608	13.0	4.194	321	4.3	13.0	5.6	0.002	3228	3085	20m.my8017_rel.cy10a_bee
100	3328	0	0.0	112.3	3.3	0.000	0.000	1.125	34.089	13932	12.8	4.186	308	4.3	13.0	5.6	0.002	3324	3134	20m.my8018_rel.cy10a_bee
100	3354	0	0.0	108.9	3.2	0.000	0.000	1.092	33.034	14023	12.7	4.181	303	4.3	13.0	5.6	0.002	3340	3149	20m.my8019_rel.cy10a_bee
100	3321	0	0.0	132.0	3.3	0.000	0.000	1.324	33.941	13798	12.8	4.155	308	4.1	12.8	5.4	0.003	3294	3116	20m.my8020_rel.cy10a_bee
100	3283	0	0.0	131.0	3.3	0.000	0.000	1.314	33.734	13666	12.8	4.162	312	4.1	12.8	5.4	0.006	3276	3086	20m.my8021_rel.cy10a_bee
100	3241	0	0.0	134.9	3.4	0.000	0.000	1.351	34.914	12867	12.6	3.970	311	4.3	13.1	5.6	0.012	3228	3084	20m.my8022_rel.cy10a_bee
100	2895	0	0.0	147.2	3.6	0.000	0.000	1.475	36.950	11714	12.7	4.047	351	4.3	13.1	5.6	0.004	2876	2761	20m.my8023_rel.cy10a_bee
100	2900	0	0.0	146.6	3.6	0.000	0.000	1.471	36.948	11744	12.7	4.049	350	4.3	13.1	5.6	0.006	2891	2780	20m.my8024_rel.cy10a_bee
100	2869	0	0.0	148.0	3.6	0.000	0.000	1.483	37.212	11627	12.8	4.053	357	4.3	13.1	5.6	0.004	2846	2733	20m.my8025_rel.cy10a_bee
100	2875	0	0.0	153.0	3.7	0.000	0.000	1.531	38.414	11640	12.7	4.049	353	4.3	13.0	5.6	0.003	2860	2734	20m.my8026_rel.cy10a_bee
100	2871	0	0.0	149.0	3.6	0.000	0.000	1.493	37.447	11643	12.7	4.056	354	4.3	13.0	5.6	0.003	2845	2734	20m.my8027_rel.cy10a_bee
100	3100	0	0.0	149.8	3.7	0.000	0.000	1.501	37.562	12502	12.8	4.033	330	4.2	13.0	5.5	0.004	3083	2957	20m.my8028_rel.cy10a_bee
100	2876	0	0.0	160.0	3.9	0.000	0.000	1.604	40.507	11878	12.7	4.130	353	4.2	13.0	5.5	0.006	2861	2749	20m.my8030_rel.cy10a_bee
100	2864	0	0.0	157.7	3.9	0.000	0.000	1.579	39.938	11806	12.9	4.123	360	4.3	13.0	5.6	0.004	2844	2716	20m.my8031_rel.cy10a_bee
100	2822	0	0.0	161.4	4.0	0.000	0.000	1.617	40.970	11673	12.8	4.136	363	4.3	13.1	5.6	0.004	2810	2687	20m.my8032_rel.cy10a_bee
100	2794	0	0.0	157.1	3.9	0.000	0.000	1.574	39.805	11545	12.8	4.132	366	4.3	13.1	5.6	0.004	2777	2669	20m.my8033_rel.cy10a_bee
100	2860	0	0.0	212.0	5.3	0.000	0.000	2.124	54.334	11962	12.8	4.182	358	4.2	13.0	5.6	0.003	2844	2717	20m.my8034_rel.cy10a_bee

q500.1

q500.1: range queries with 500 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee48.65851.3410.001nonzero0.008
my8014_rel.cy10a_bee39.80860.1910.001nonzero0.006
my8015_rel.cy10a_bee38.16061.840nonzero0.003
my8016_rel.cy10a_bee38.87461.125nonzerononzero0.005
my8017_rel.cy10a_bee33.44966.551nonzero0.004
my8018_rel.cy10a_bee38.15261.848nonzero0.003
my8019_rel.cy10a_bee34.96565.035nonzerononzero0.009
my8020_rel.cy10a_bee34.47665.523nonzero0.003
my8021_rel.cy10a_bee32.36167.6380.0010.003
my8022_rel.cy10a_bee29.08070.920nonzero0.003
my8023_rel.cy10a_bee10.75589.2420.003nonzero0.004
my8024_rel.cy10a_bee9.32690.6710.0030.004
my8025_rel.cy10a_bee7.83892.1590.003nonzero0.006
my8026_rel.cy10a_bee6.86793.1310.002nonzero0.015
my8027_rel.cy10a_bee9.32290.6760.0020.004
my8028_rel.cy10a_bee25.12474.876nonzero0.003
my8030_rel.cy10a_bee9.42090.580nonzero0.004
my8031_rel.cy10a_bee6.21693.7830.0010.003
my8032_rel.cy10a_bee5.44694.554nonzero0.003
my8033_rel.cy10a_bee3.97596.0240.001nonzero0.004
my8034_rel.cy10a_bee7.19192.8080.001nonzero0.005

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee94.5005.4420.0580.026
my8014_rel.cy10a_bee98.0081.9670.0250.024
my8015_rel.cy10a_bee97.9582.0250.0170.020
my8016_rel.cy10a_bee99.1830.8080.0080.017
my8017_rel.cy10a_bee97.6672.2830.0500.022
my8018_rel.cy10a_bee97.9172.0580.0250.024
my8019_rel.cy10a_bee97.4752.5000.0250.021
my8020_rel.cy10a_bee97.8172.1500.0330.040
my8021_rel.cy10a_bee97.9752.0250.014
my8022_rel.cy10a_bee99.4920.5080.015
my8023_rel.cy10a_bee99.5830.4080.0080.019
my8024_rel.cy10a_bee99.5330.4500.0170.017
my8025_rel.cy10a_bee99.3750.6170.0080.016
my8026_rel.cy10a_bee99.4830.4920.0250.019
my8027_rel.cy10a_bee99.5330.4670.015
my8028_rel.cy10a_bee99.7920.2000.0080.016
my8030_rel.cy10a_bee99.4420.5420.0170.029
my8031_rel.cy10a_bee99.4080.5580.0330.025
my8032_rel.cy10a_bee98.4251.5580.0170.024
my8033_rel.cy10a_bee98.7331.2580.0080.031
my8034_rel.cy10a_bee98.9501.0330.0170.025

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee95.7584.1920.0500.024
my8014_rel.cy10a_bee98.3921.6000.0080.016
my8015_rel.cy10a_bee98.6171.3830.014
my8016_rel.cy10a_bee99.4580.5330.0080.017
my8017_rel.cy10a_bee98.4251.5420.0330.021
my8018_rel.cy10a_bee98.4921.4920.0170.020
my8019_rel.cy10a_bee98.2751.7080.0170.021
my8020_rel.cy10a_bee98.4421.5250.0330.027
my8021_rel.cy10a_bee98.3331.6670.013
my8022_rel.cy10a_bee99.6250.3750.015
my8023_rel.cy10a_bee99.7080.2920.014
my8024_rel.cy10a_bee99.6080.3920.014
my8025_rel.cy10a_bee99.6580.3420.014
my8026_rel.cy10a_bee99.6670.3330.011
my8027_rel.cy10a_bee99.6500.3500.015
my8028_rel.cy10a_bee99.8170.1830.016
my8030_rel.cy10a_bee99.6000.3830.0170.027
my8031_rel.cy10a_bee99.7170.2670.0170.025
my8032_rel.cy10a_bee99.3170.6750.0080.025
my8033_rel.cy10a_bee99.7000.2920.0080.028
my8034_rel.cy10a_bee99.4080.5830.0080.025

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
499	3522	0	0.0	361.1	11.0	0.000	0.000	0.724	22.578	18117	14.1	5.143	320	4.0	6.6	5.2	0.008	3500	3278	20m.my8013_rel.cy10a_bee
499	3400	0	0.0	22.2	1.0	0.000	0.000	0.045	2.151	14256	13.6	4.193	320	4.4	13.1	5.7	0.006	3388	3180	20m.my8014_rel.cy10a_bee
499	3367	0	0.0	18.2	0.9	0.000	0.000	0.037	1.921	14117	14.0	4.193	333	4.4	13.1	5.7	0.003	3341	3180	20m.my8015_rel.cy10a_bee
499	3376	0	0.0	4.0	0.6	0.000	0.000	0.008	1.193	14060	13.7	4.164	325	4.3	13.0	5.6	0.005	3359	3180	20m.my8016_rel.cy10a_bee
499	3297	0	0.0	30.0	1.2	0.000	0.000	0.060	2.541	14018	13.7	4.252	332	4.3	13.0	5.6	0.004	3282	3101	20m.my8017_rel.cy10a_bee
499	3383	0	0.0	26.9	1.2	0.000	0.000	0.054	2.375	14332	13.7	4.237	324	4.3	13.0	5.6	0.003	3365	3165	20m.my8018_rel.cy10a_bee
499	3328	0	0.0	31.9	1.3	0.000	0.000	0.064	2.619	14146	13.8	4.251	332	4.3	13.0	5.6	0.009	3309	3148	20m.my8019_rel.cy10a_bee
499	3306	0	0.0	26.8	1.1	0.000	0.000	0.054	2.246	13977	13.8	4.227	334	4.1	12.8	5.4	0.003	3286	3116	20m.my8020_rel.cy10a_bee
499	3250	0	0.0	32.0	1.2	0.000	0.000	0.064	2.490	13853	13.8	4.262	340	4.1	12.8	5.4	0.003	3228	3069	20m.my8021_rel.cy10a_bee
499	3191	0	0.0	25.3	1.1	0.000	0.000	0.051	2.213	12550	13.4	3.933	336	4.3	13.1	5.6	0.003	3180	3053	20m.my8022_rel.cy10a_bee
499	2897	0	0.0	19.5	0.8	0.000	0.000	0.039	1.649	11424	13.4	3.944	370	4.3	13.1	5.6	0.004	2890	2780	20m.my8023_rel.cy10a_bee
499	2867	0	0.0	21.2	0.9	0.000	0.000	0.042	1.747	11319	13.4	3.948	374	4.3	13.1	5.6	0.004	2860	2749	20m.my8024_rel.cy10a_bee
499	2855	0	0.0	19.2	0.8	0.000	0.000	0.039	1.636	11273	13.4	3.949	375	4.3	13.1	5.6	0.006	2845	2734	20m.my8025_rel.cy10a_bee
499	2832	0	0.0	19.2	0.8	0.000	0.000	0.039	1.640	11185	13.4	3.949	378	4.3	13.0	5.6	0.015	2813	2717	20m.my8026_rel.cy10a_bee
499	2880	0	0.0	21.5	0.9	0.000	0.000	0.043	1.760	11362	13.4	3.945	372	4.3	13.0	5.6	0.004	2861	2749	20m.my8027_rel.cy10a_bee
498	3062	0	0.0	20.8	0.8	0.000	0.000	0.042	1.731	12076	13.4	3.945	350	4.2	13.0	5.6	0.003	3053	2942	20m.my8028_rel.cy10a_bee
499	2872	0	0.0	186.4	5.2	0.000	0.000	0.374	10.588	12050	13.5	4.195	376	4.2	13.0	5.5	0.004	2846	2748	20m.my8030_rel.cy10a_bee
499	2836	0	0.0	182.2	5.0	0.000	0.000	0.365	10.351	11887	13.6	4.191	384	4.3	13.0	5.6	0.003	2813	2717	20m.my8031_rel.cy10a_bee
499	2816	0	0.0	180.4	5.0	0.000	0.000	0.361	10.230	11794	13.6	4.188	386	4.3	13.1	5.6	0.003	2797	2670	20m.my8032_rel.cy10a_bee
499	2753	0	0.0	181.3	5.0	0.000	0.000	0.363	10.285	11573	13.5	4.204	392	4.3	13.1	5.7	0.004	2748	2621	20m.my8033_rel.cy10a_bee
499	2852	0	0.0	166.2	4.7	0.000	0.000	0.333	9.590	11888	13.6	4.169	382	4.2	13.0	5.6	0.005	2829	2717	20m.my8034_rel.cy10a_bee

q1000.1

q1000.1: range queries with 1000 insert/s per client. Graphs for performance per 1-second interval are here.

Average throughput:

Image

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee50.86449.1340.002nonzero0.005
my8014_rel.cy10a_bee40.82859.1700.001nonzero0.008
my8015_rel.cy10a_bee42.98157.0180.001nonzero0.005
my8016_rel.cy10a_bee40.92059.0780.001nonzero0.006
my8017_rel.cy10a_bee36.45963.5400.001nonzero0.005
my8018_rel.cy10a_bee40.36959.6290.0020.004
my8019_rel.cy10a_bee36.88663.1120.002nonzero0.009
my8020_rel.cy10a_bee37.74162.2570.002nonzero0.012
my8021_rel.cy10a_bee33.56066.4380.0010.003
my8022_rel.cy10a_bee31.33068.6680.002nonzero0.011
my8023_rel.cy10a_bee13.29386.7020.005nonzero0.004
my8024_rel.cy10a_bee12.21287.7820.006nonzero0.004
my8025_rel.cy10a_bee10.28689.7060.008nonzero0.007
my8026_rel.cy10a_bee7.73892.2560.005nonzero0.005
my8027_rel.cy10a_bee10.71789.2790.005nonzero0.005
my8028_rel.cy10a_bee28.00671.9920.002nonzero0.005
my8030_rel.cy10a_bee11.01188.9860.0020.004
my8031_rel.cy10a_bee8.28391.7140.003nonzero0.008
my8032_rel.cy10a_bee6.81993.1790.0020.004
my8033_rel.cy10a_bee4.70995.2890.002nonzero0.004
my8034_rel.cy10a_bee9.83690.1620.0030.004

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
my8013_rel.cy10a_bee95.0624.8620.0750.021
my8014_rel.cy10a_bee95.1884.7000.1120.024
my8015_rel.cy10a_bee96.2003.7710.0290.022
my8016_rel.cy10a_bee95.5504.3830.0670.027
my8017_rel.cy10a_bee95.7794.1750.0460.022
my8018_rel.cy10a_bee95.2044.6710.1250.024
my8019_rel.cy10a_bee94.2085.6170.1750.039
my8020_rel.cy10a_bee95.6504.2630.0880.021
my8021_rel.cy10a_bee95.7544.2040.0420.022
my8022_rel.cy10a_bee99.1250.8710.0040.016
my8023_rel.cy10a_bee98.9081.0670.0250.023
my8024_rel.cy10a_bee98.8381.1540.0080.018
my8025_rel.cy10a_bee99.1830.7960.0210.023
my8026_rel.cy10a_bee99.4210.5670.0130.019
my8027_rel.cy10a_bee99.3210.6620.0170.020
my8028_rel.cy10a_bee99.3420.6500.0080.017
my8030_rel.cy10a_bee97.8212.1580.0210.026
my8031_rel.cy10a_bee97.6002.3750.0250.028
my8032_rel.cy10a_bee96.0293.9460.0250.026
my8033_rel.cy10a_bee95.6924.2830.0250.025
my8034_rel.cy10a_bee96.9333.0420.0250.026

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
my8013_rel.cy10a_bee95.4584.4960.0460.024
my8014_rel.cy10a_bee95.8794.0540.0670.028
my8015_rel.cy10a_bee96.6463.3380.0170.020
my8016_rel.cy10a_bee95.9674.0040.0290.020
my8017_rel.cy10a_bee96.2923.7040.0040.020
my8018_rel.cy10a_bee95.7544.1580.0880.024
my8019_rel.cy10a_bee95.0174.8580.1250.029
my8020_rel.cy10a_bee96.3503.6120.0370.023
my8021_rel.cy10a_bee96.5463.4250.0290.021
my8022_rel.cy10a_bee99.6620.3330.0040.016
my8023_rel.cy10a_bee99.6960.3040.015
my8024_rel.cy10a_bee99.6580.3380.0040.016
my8025_rel.cy10a_bee99.8000.1790.0210.023
my8026_rel.cy10a_bee99.7500.2500.015
my8027_rel.cy10a_bee99.6170.3790.0040.021
my8028_rel.cy10a_bee99.6460.3540.014
my8030_rel.cy10a_bee99.6830.3040.0130.025
my8031_rel.cy10a_bee99.6120.3710.0170.025
my8032_rel.cy10a_bee99.5830.3960.0210.025
my8033_rel.cy10a_bee99.6750.3120.0130.025
my8034_rel.cy10a_bee99.2790.7000.0210.025

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
998	3568	0	0.0	641.2	20.0	0.000	0.000	0.643	20.502	21523	15.7	6.032	352	4.0	6.6	5.2	0.005	3532	3292	20m.my8013_rel.cy10a_bee
998	3413	0	0.0	270.6	8.8	0.000	0.000	0.271	9.069	15909	15.1	4.662	354	4.4	13.1	5.7	0.008	3390	3181	20m.my8014_rel.cy10a_bee
997	3437	0	0.0	268.2	8.8	0.000	0.000	0.269	9.003	16023	15.1	4.662	351	4.4	13.1	5.7	0.005	3420	3228	20m.my8015_rel.cy10a_bee
998	3423	0	0.0	279.9	9.0	0.000	0.000	0.281	9.276	16023	14.9	4.681	348	4.3	13.0	5.6	0.006	3404	3213	20m.my8016_rel.cy10a_bee
998	3357	0	0.0	262.9	8.6	0.000	0.000	0.263	8.813	15784	15.1	4.701	360	4.3	13.0	5.6	0.005	3340	3132	20m.my8017_rel.cy10a_bee
998	3417	0	0.0	266.3	8.7	0.000	0.000	0.267	8.919	16029	15.0	4.691	351	4.3	13.0	5.6	0.004	3388	3165	20m.my8018_rel.cy10a_bee
997	3356	0	0.0	264.2	8.6	0.000	0.000	0.265	8.805	15800	15.2	4.707	362	4.3	13.0	5.6	0.009	3340	3132	20m.my8019_rel.cy10a_bee
997	3362	0	0.0	313.1	8.7	0.000	0.000	0.314	8.899	15531	15.3	4.620	364	4.1	12.8	5.4	0.012	3340	3103	20m.my8020_rel.cy10a_bee
998	3260	0	0.0	311.0	8.6	0.000	0.000	0.312	8.836	15225	15.1	4.670	370	4.1	12.8	5.4	0.003	3243	3053	20m.my8021_rel.cy10a_bee
998	3227	0	0.0	311.8	8.7	0.000	0.000	0.313	8.934	13446	14.5	4.166	359	4.3	13.1	5.6	0.011	3212	3070	20m.my8022_rel.cy10a_bee
998	2913	0	0.0	317.6	8.8	0.000	0.000	0.318	9.075	12593	14.5	4.323	398	4.3	13.1	5.6	0.004	2893	2767	20m.my8023_rel.cy10a_bee
998	2908	0	0.0	324.0	9.0	0.000	0.000	0.325	9.236	12596	14.7	4.331	404	4.3	13.1	5.6	0.004	2893	2762	20m.my8024_rel.cy10a_bee
998	2881	0	0.0	320.5	8.9	0.000	0.000	0.321	9.138	12498	14.7	4.338	408	4.3	13.1	5.6	0.007	2861	2733	20m.my8025_rel.cy10a_bee
998	2855	0	0.0	327.4	9.1	0.000	0.000	0.328	9.334	12401	14.5	4.344	406	4.3	13.0	5.6	0.005	2831	2717	20m.my8026_rel.cy10a_bee
998	2897	0	0.0	324.4	9.0	0.000	0.000	0.325	9.242	12566	14.5	4.338	400	4.3	13.0	5.6	0.005	2877	2747	20m.my8027_rel.cy10a_bee
998	3124	0	0.0	322.5	9.0	0.000	0.000	0.323	9.196	13402	14.5	4.289	371	4.2	13.0	5.6	0.005	3101	2973	20m.my8028_rel.cy10a_bee
998	2894	0	0.0	335.3	9.6	0.000	0.000	0.336	9.825	12757	14.9	4.407	412	4.2	13.0	5.5	0.004	2876	2733	20m.my8030_rel.cy10a_bee
998	2858	0	0.0	334.7	9.6	0.000	0.000	0.336	9.822	12614	15.0	4.413	420	4.3	13.0	5.6	0.008	2845	2702	20m.my8031_rel.cy10a_bee
998	2829	0	0.0	322.8	9.3	0.000	0.000	0.324	9.513	12465	15.1	4.406	427	4.3	13.1	5.6	0.004	2813	2685	20m.my8032_rel.cy10a_bee
997	2762	0	0.0	323.8	9.3	0.000	0.000	0.325	9.513	12213	15.0	4.422	434	4.3	13.1	5.7	0.004	2748	2637	20m.my8033_rel.cy10a_bee
998	2891	0	0.0	357.2	10.1	0.000	0.000	0.358	10.385	12810	15.0	4.431	415	4.2	13.0	5.6	0.004	2862	2733	20m.my8034_rel.cy10a_bee

l.i0

l.i0: load without secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
69444	0	0	0.0	370.5	26.4	0.000	0.000	0.005	0.389	56060	35.0	0.807	40	1.3	3.9	2.4	0.061	69523	63629	20m.my8013_rel.cy10a_bee
68493	0	0	0.0	284.4	23.6	0.000	0.000	0.004	0.352	18506	23.3	0.270	27	1.3	9.9	2.4	0.071	68440	61829	20m.my8014_rel.cy10a_bee
68728	0	0	0.0	286.1	23.6	0.000	0.000	0.004	0.352	18509	23.0	0.269	27	1.3	9.9	2.4	0.074	68671	62388	20m.my8015_rel.cy10a_bee
69444	0	0	0.0	288.3	23.9	0.000	0.000	0.004	0.353	19014	22.9	0.274	26	1.3	9.9	2.4	0.066	69580	63326	20m.my8016_rel.cy10a_bee
69930	0	0	0.0	289.6	24.0	0.000	0.000	0.004	0.351	19026	22.7	0.272	26	1.3	9.9	2.4	0.078	70023	62932	20m.my8017_rel.cy10a_bee
68966	0	0	0.0	286.3	23.7	0.000	0.000	0.004	0.351	18957	22.5	0.275	26	1.3	9.9	2.4	0.071	68655	61538	20m.my8018_rel.cy10a_bee
66007	0	0	0.0	275.4	22.7	0.000	0.000	0.004	0.353	17893	22.6	0.271	27	1.3	9.9	2.5	0.077	65529	56864	20m.my8019_rel.cy10a_bee
64102	0	0	0.0	306.4	21.7	0.000	0.000	0.005	0.347	17332	22.5	0.270	28	1.3	9.9	2.4	0.078	64242	58036	20m.my8020_rel.cy10a_bee
64725	0	0	0.0	308.1	21.9	0.000	0.000	0.005	0.347	17546	22.5	0.271	28	1.3	9.9	2.4	0.073	64529	57628	20m.my8021_rel.cy10a_bee
62500	0	0	0.0	297.8	21.2	0.000	0.000	0.005	0.348	6725	20.5	0.108	26	1.3	9.9	2.4	0.106	63142	54935	20m.my8022_rel.cy10a_bee
61350	0	0	0.0	293.3	20.8	0.000	0.000	0.005	0.348	6836	20.4	0.111	27	1.3	9.9	2.5	0.097	61832	53542	20m.my8023_rel.cy10a_bee
63091	0	0	0.0	297.4	21.4	0.000	0.000	0.005	0.348	7036	20.9	0.112	27	1.3	9.9	2.4	0.111	63647	57080	20m.my8024_rel.cy10a_bee
61350	0	0	0.0	290.4	20.8	0.000	0.000	0.005	0.348	6871	20.3	0.112	26	1.3	9.9	2.5	0.083	61732	55137	20m.my8025_rel.cy10a_bee
62893	0	0	0.0	295.4	21.3	0.000	0.000	0.005	0.347	7013	20.8	0.112	26	1.3	9.9	2.4	0.081	63231	56069	20m.my8026_rel.cy10a_bee
63291	0	0	0.0	297.3	21.4	0.000	0.000	0.005	0.346	7099	20.8	0.112	26	1.3	9.9	2.4	0.076	63535	57236	20m.my8027_rel.cy10a_bee
63492	0	0	0.0	299.1	21.5	0.000	0.000	0.005	0.347	7145	20.9	0.113	26	1.3	9.9	2.4	0.082	63829	57735	20m.my8028_rel.cy10a_bee
59347	0	0	0.0	294.5	20.7	0.000	0.000	0.005	0.356	6863	20.2	0.116	27	1.3	9.9	2.4	0.077	59933	52939	20m.my8030_rel.cy10a_bee
59524	0	0	0.0	295.0	20.7	0.000	0.000	0.005	0.356	6864	20.1	0.115	27	1.3	9.9	2.5	0.077	60032	52841	20m.my8031_rel.cy10a_bee
56180	0	0	0.0	278.3	19.5	0.000	0.000	0.005	0.355	6508	20.0	0.116	28	1.3	9.9	2.5	0.085	56238	51343	20m.my8032_rel.cy10a_bee
55710	0	0	0.0	276.2	19.3	0.000	0.000	0.005	0.355	6459	19.9	0.116	29	1.3	9.9	2.5	0.078	55751	50844	20m.my8033_rel.cy10a_bee
55710	0	0	0.0	273.9	19.3	0.000	0.000	0.005	0.355	6477	20.0	0.116	29	1.3	9.9	2.5	0.076	56053	49964	20m.my8034_rel.cy10a_bee

l.x

l.x: create secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
140559	0	0	0.0	970.4	109.7	0.000	0.000	0.007	0.800	12044	14.2	0.086	8	3.0	5.5	3.4	0.011	NA	NA	20m.my8013_rel.cy10a_bee
138621	0	0	0.0	1101.8	112.9	0.000	0.000	0.008	0.834	8155	12.3	0.059	7	3.0	11.5	3.4	0.011	NA	NA	20m.my8014_rel.cy10a_bee
138621	0	0	0.0	1366.9	116.6	0.000	0.000	0.010	0.861	9694	12.5	0.070	7	3.0	11.5	3.4	0.019	NA	NA	20m.my8015_rel.cy10a_bee
136735	0	0	0.0	1091.1	111.4	0.000	0.000	0.008	0.834	8617	12.5	0.063	7	3.0	11.5	3.4	0.011	NA	NA	20m.my8016_rel.cy10a_bee
135811	0	0	0.0	1082.7	111.0	0.000	0.000	0.008	0.837	8575	12.4	0.063	7	3.0	11.5	3.4	0.014	NA	NA	20m.my8017_rel.cy10a_bee
134000	0	0	0.0	1113.0	106.9	0.000	0.000	0.008	0.817	8710	12.3	0.065	7	3.0	11.5	3.4	0.012	NA	NA	20m.my8018_rel.cy10a_bee
134000	0	0	0.0	1401.8	109.4	0.000	0.000	0.010	0.836	9856	12.3	0.074	7	3.0	11.5	4.0	0.012	NA	NA	20m.my8019_rel.cy10a_bee
135811	0	0	0.0	1131.2	107.3	0.000	0.000	0.008	0.809	8199	12.2	0.060	7	3.0	11.5	3.0	0.014	NA	NA	20m.my8020_rel.cy10a_bee
134899	0	0	0.0	1131.5	106.9	0.000	0.000	0.008	0.811	7988	12.2	0.059	7	3.0	11.5	3.0	0.012	NA	NA	20m.my8021_rel.cy10a_bee
128846	0	0	0.0	1341.5	105.2	0.000	0.000	0.010	0.836	7385	11.8	0.057	7	3.0	11.5	3.0	0.020	NA	NA	20m.my8022_rel.cy10a_bee
131372	0	0	0.0	1103.0	103.9	0.000	0.000	0.008	0.810	6957	11.8	0.053	7	3.0	11.5	3.0	0.020	NA	NA	20m.my8023_rel.cy10a_bee
134000	0	0	0.0	1535.6	111.2	0.000	0.000	0.011	0.850	7952	12.1	0.059	7	3.0	11.5	3.0	0.011	NA	NA	20m.my8024_rel.cy10a_bee
134000	0	1	0.0	1551.1	111.4	0.000	0.000	0.012	0.851	7986	12.0	0.060	7	3.0	11.5	3.0	0.012	NA	NA	20m.my8025_rel.cy10a_bee
133112	0	0	0.0	1517.7	110.9	0.000	0.000	0.011	0.853	7863	11.9	0.059	7	3.0	11.5	3.0	0.011	NA	NA	20m.my8026_rel.cy10a_bee
155814	0	791	51.4	2243.0	150.9	0.005	0.338	0.014	0.991	9103	43.4	0.058	22	3.0	11.5	3.5	0.011	NA	NA	20m.my8027_rel.cy10a_bee
155814	0	791	51.5	1999.9	147.9	0.005	0.338	0.013	0.972	9083	43.5	0.058	22	3.0	11.5	3.5	0.013	NA	NA	20m.my8028_rel.cy10a_bee
148889	0	732	47.6	3001.0	155.6	0.005	0.328	0.020	1.070	10904	42.3	0.073	23	3.0	11.5	3.3	0.013	NA	NA	20m.my8030_rel.cy10a_bee
144604	0	732	47.6	2063.2	141.0	0.005	0.337	0.014	0.998	9068	43.2	0.063	24	3.0	11.5	3.1	0.016	NA	NA	20m.my8031_rel.cy10a_bee
143571	0	732	47.6	2181.8	141.5	0.005	0.340	0.015	1.009	9016	43.5	0.063	24	3.0	11.5	3.1	0.017	NA	NA	20m.my8032_rel.cy10a_bee
143571	0	708	46.0	2970.7	150.7	0.005	0.328	0.021	1.075	10611	42.7	0.074	24	3.0	11.5	3.0	0.012	NA	NA	20m.my8033_rel.cy10a_bee
141549	0	706	45.9	2475.1	143.5	0.005	0.332	0.017	1.038	9649	42.7	0.068	24	3.0	11.5	3.0	0.012	NA	NA	20m.my8034_rel.cy10a_bee

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	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
16667	0	0	0.0	5584.5	188.6	0.000	0.000	0.335	11.585	73462	47.3	4.408	227	4.0	6.6	5.2	0.188	17738	4745	20m.my8013_rel.cy10a_bee
17756	0	0	0.0	2398.0	93.2	0.000	0.000	0.135	5.373	32044	38.1	1.805	172	4.4	13.1	5.7	0.134	18430	5696	20m.my8014_rel.cy10a_bee
17705	0	0	0.0	2402.9	93.3	0.000	0.000	0.136	5.393	32163	38.0	1.817	172	4.4	13.1	5.7	0.122	18340	5196	20m.my8015_rel.cy10a_bee
18057	0	0	0.0	2467.4	96.0	0.000	0.000	0.137	5.445	32741	37.9	1.813	168	4.3	13.0	5.6	0.159	18785	5494	20m.my8016_rel.cy10a_bee
17870	0	0	0.0	2445.5	95.4	0.000	0.000	0.137	5.470	32836	37.6	1.838	168	4.3	13.0	5.6	0.144	18678	5748	20m.my8017_rel.cy10a_bee
17992	0	0	0.0	2472.5	96.4	0.000	0.000	0.137	5.484	33015	37.7	1.835	168	4.3	13.0	5.6	0.142	18737	6243	20m.my8018_rel.cy10a_bee
17606	0	0	0.0	2385.7	93.3	0.000	0.000	0.136	5.425	31852	37.5	1.809	170	4.3	13.0	5.6	0.157	18330	6093	20m.my8019_rel.cy10a_bee
17606	0	32	0.5	2905.3	94.8	0.002	0.030	0.165	5.512	31080	37.3	1.765	169	4.1	12.8	5.4	0.173	18530	5644	20m.my8020_rel.cy10a_bee
17813	0	33	0.5	2905.6	95.1	0.002	0.030	0.163	5.464	30952	37.1	1.738	167	4.1	12.8	5.4	0.170	18745	5490	20m.my8021_rel.cy10a_bee
18567	0	34	0.5	2932.5	96.0	0.002	0.030	0.158	5.294	14292	36.8	0.770	159	4.3	13.1	5.6	0.104	19228	4595	20m.my8022_rel.cy10a_bee
18382	0	34	0.5	2903.4	95.0	0.002	0.030	0.158	5.289	16647	36.9	0.906	161	4.3	13.1	5.6	0.104	19028	5094	20m.my8023_rel.cy10a_bee
18282	0	34	0.5	2921.1	95.4	0.002	0.030	0.160	5.343	16870	36.7	0.923	161	4.3	13.1	5.6	0.083	18929	5699	20m.my8024_rel.cy10a_bee
17940	0	33	0.5	2906.5	94.7	0.002	0.030	0.162	5.404	16731	36.5	0.933	163	4.3	13.1	5.6	0.105	18541	5698	20m.my8025_rel.cy10a_bee
19004	0	35	0.5	3014.4	99.0	0.002	0.030	0.159	5.335	17478	36.5	0.920	154	4.3	13.0	5.5	0.140	19729	5343	20m.my8026_rel.cy10a_bee
19069	0	35	0.6	3028.8	99.4	0.002	0.030	0.159	5.337	17752	36.7	0.931	154	4.3	13.0	5.5	0.106	19828	5742	20m.my8027_rel.cy10a_bee
19077	0	35	0.6	3036.9	99.7	0.002	0.030	0.159	5.353	17719	36.6	0.929	153	4.2	13.0	5.5	0.104	19828	5893	20m.my8028_rel.cy10a_bee
16949	0	31	0.5	3624.6	118.9	0.002	0.030	0.214	7.183	18902	36.4	1.115	172	4.2	13.0	5.5	0.108	17629	5294	20m.my8030_rel.cy10a_bee
16932	0	31	0.5	3608.2	118.1	0.002	0.030	0.213	7.143	18831	36.5	1.112	172	4.3	13.0	5.6	0.112	17630	4745	20m.my8031_rel.cy10a_bee
16469	0	30	0.5	3520.6	115.0	0.002	0.030	0.214	7.152	18411	36.5	1.118	177	4.3	13.1	5.6	0.106	17091	4645	20m.my8032_rel.cy10a_bee
16415	0	30	0.5	3499.5	114.3	0.002	0.030	0.213	7.129	18293	36.3	1.114	177	4.3	13.1	5.6	0.104	17031	4498	20m.my8033_rel.cy10a_bee
16773	0	31	0.5	3619.6	118.5	0.002	0.030	0.216	7.237	18813	36.2	1.122	173	4.2	13.0	5.6	0.112	17481	4545	20m.my8034_rel.cy10a_bee

q100.1

q100.1: range queries with 100 insert/s per client

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
100	3438	0	0.0	330.0	9.6	0.000	0.000	3.307	98.781	15815	13.2	4.600	307	4.0	6.6	5.2	0.004	3436	3245	20m.my8013_rel.cy10a_bee
100	3434	0	0.0	117.2	3.5	0.000	0.000	1.176	35.761	14262	12.7	4.153	296	4.4	13.1	5.7	0.002	3420	3228	20m.my8014_rel.cy10a_bee
100	3353	0	0.0	123.2	3.7	0.000	0.000	1.236	37.546	13988	13.0	4.172	310	4.4	13.1	5.7	0.002	3339	3180	20m.my8015_rel.cy10a_bee
100	3405	0	0.0	120.6	3.6	0.000	0.000	1.209	36.750	14178	12.8	4.164	301	4.3	13.0	5.6	0.003	3388	3198	20m.my8016_rel.cy10a_bee
100	3245	0	0.0	110.0	3.3	0.000	0.000	1.103	33.432	13608	13.0	4.194	321	4.3	13.0	5.6	0.002	3228	3085	20m.my8017_rel.cy10a_bee
100	3328	0	0.0	112.3	3.3	0.000	0.000	1.125	34.089	13932	12.8	4.186	308	4.3	13.0	5.6	0.002	3324	3134	20m.my8018_rel.cy10a_bee
100	3354	0	0.0	108.9	3.2	0.000	0.000	1.092	33.034	14023	12.7	4.181	303	4.3	13.0	5.6	0.002	3340	3149	20m.my8019_rel.cy10a_bee
100	3321	0	0.0	132.0	3.3	0.000	0.000	1.324	33.941	13798	12.8	4.155	308	4.1	12.8	5.4	0.003	3294	3116	20m.my8020_rel.cy10a_bee
100	3283	0	0.0	131.0	3.3	0.000	0.000	1.314	33.734	13666	12.8	4.162	312	4.1	12.8	5.4	0.006	3276	3086	20m.my8021_rel.cy10a_bee
100	3241	0	0.0	134.9	3.4	0.000	0.000	1.351	34.914	12867	12.6	3.970	311	4.3	13.1	5.6	0.012	3228	3084	20m.my8022_rel.cy10a_bee
100	2895	0	0.0	147.2	3.6	0.000	0.000	1.475	36.950	11714	12.7	4.047	351	4.3	13.1	5.6	0.004	2876	2761	20m.my8023_rel.cy10a_bee
100	2900	0	0.0	146.6	3.6	0.000	0.000	1.471	36.948	11744	12.7	4.049	350	4.3	13.1	5.6	0.006	2891	2780	20m.my8024_rel.cy10a_bee
100	2869	0	0.0	148.0	3.6	0.000	0.000	1.483	37.212	11627	12.8	4.053	357	4.3	13.1	5.6	0.004	2846	2733	20m.my8025_rel.cy10a_bee
100	2875	0	0.0	153.0	3.7	0.000	0.000	1.531	38.414	11640	12.7	4.049	353	4.3	13.0	5.6	0.003	2860	2734	20m.my8026_rel.cy10a_bee
100	2871	0	0.0	149.0	3.6	0.000	0.000	1.493	37.447	11643	12.7	4.056	354	4.3	13.0	5.6	0.003	2845	2734	20m.my8027_rel.cy10a_bee
100	3100	0	0.0	149.8	3.7	0.000	0.000	1.501	37.562	12502	12.8	4.033	330	4.2	13.0	5.5	0.004	3083	2957	20m.my8028_rel.cy10a_bee
100	2876	0	0.0	160.0	3.9	0.000	0.000	1.604	40.507	11878	12.7	4.130	353	4.2	13.0	5.5	0.006	2861	2749	20m.my8030_rel.cy10a_bee
100	2864	0	0.0	157.7	3.9	0.000	0.000	1.579	39.938	11806	12.9	4.123	360	4.3	13.0	5.6	0.004	2844	2716	20m.my8031_rel.cy10a_bee
100	2822	0	0.0	161.4	4.0	0.000	0.000	1.617	40.970	11673	12.8	4.136	363	4.3	13.1	5.6	0.004	2810	2687	20m.my8032_rel.cy10a_bee
100	2794	0	0.0	157.1	3.9	0.000	0.000	1.574	39.805	11545	12.8	4.132	366	4.3	13.1	5.6	0.004	2777	2669	20m.my8033_rel.cy10a_bee
100	2860	0	0.0	212.0	5.3	0.000	0.000	2.124	54.334	11962	12.8	4.182	358	4.2	13.0	5.6	0.003	2844	2717	20m.my8034_rel.cy10a_bee

q500.1

q500.1: range queries with 500 insert/s per client

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
499	3522	0	0.0	361.1	11.0	0.000	0.000	0.724	22.578	18117	14.1	5.143	320	4.0	6.6	5.2	0.008	3500	3278	20m.my8013_rel.cy10a_bee
499	3400	0	0.0	22.2	1.0	0.000	0.000	0.045	2.151	14256	13.6	4.193	320	4.4	13.1	5.7	0.006	3388	3180	20m.my8014_rel.cy10a_bee
499	3367	0	0.0	18.2	0.9	0.000	0.000	0.037	1.921	14117	14.0	4.193	333	4.4	13.1	5.7	0.003	3341	3180	20m.my8015_rel.cy10a_bee
499	3376	0	0.0	4.0	0.6	0.000	0.000	0.008	1.193	14060	13.7	4.164	325	4.3	13.0	5.6	0.005	3359	3180	20m.my8016_rel.cy10a_bee
499	3297	0	0.0	30.0	1.2	0.000	0.000	0.060	2.541	14018	13.7	4.252	332	4.3	13.0	5.6	0.004	3282	3101	20m.my8017_rel.cy10a_bee
499	3383	0	0.0	26.9	1.2	0.000	0.000	0.054	2.375	14332	13.7	4.237	324	4.3	13.0	5.6	0.003	3365	3165	20m.my8018_rel.cy10a_bee
499	3328	0	0.0	31.9	1.3	0.000	0.000	0.064	2.619	14146	13.8	4.251	332	4.3	13.0	5.6	0.009	3309	3148	20m.my8019_rel.cy10a_bee
499	3306	0	0.0	26.8	1.1	0.000	0.000	0.054	2.246	13977	13.8	4.227	334	4.1	12.8	5.4	0.003	3286	3116	20m.my8020_rel.cy10a_bee
499	3250	0	0.0	32.0	1.2	0.000	0.000	0.064	2.490	13853	13.8	4.262	340	4.1	12.8	5.4	0.003	3228	3069	20m.my8021_rel.cy10a_bee
499	3191	0	0.0	25.3	1.1	0.000	0.000	0.051	2.213	12550	13.4	3.933	336	4.3	13.1	5.6	0.003	3180	3053	20m.my8022_rel.cy10a_bee
499	2897	0	0.0	19.5	0.8	0.000	0.000	0.039	1.649	11424	13.4	3.944	370	4.3	13.1	5.6	0.004	2890	2780	20m.my8023_rel.cy10a_bee
499	2867	0	0.0	21.2	0.9	0.000	0.000	0.042	1.747	11319	13.4	3.948	374	4.3	13.1	5.6	0.004	2860	2749	20m.my8024_rel.cy10a_bee
499	2855	0	0.0	19.2	0.8	0.000	0.000	0.039	1.636	11273	13.4	3.949	375	4.3	13.1	5.6	0.006	2845	2734	20m.my8025_rel.cy10a_bee
499	2832	0	0.0	19.2	0.8	0.000	0.000	0.039	1.640	11185	13.4	3.949	378	4.3	13.0	5.6	0.015	2813	2717	20m.my8026_rel.cy10a_bee
499	2880	0	0.0	21.5	0.9	0.000	0.000	0.043	1.760	11362	13.4	3.945	372	4.3	13.0	5.6	0.004	2861	2749	20m.my8027_rel.cy10a_bee
498	3062	0	0.0	20.8	0.8	0.000	0.000	0.042	1.731	12076	13.4	3.945	350	4.2	13.0	5.6	0.003	3053	2942	20m.my8028_rel.cy10a_bee
499	2872	0	0.0	186.4	5.2	0.000	0.000	0.374	10.588	12050	13.5	4.195	376	4.2	13.0	5.5	0.004	2846	2748	20m.my8030_rel.cy10a_bee
499	2836	0	0.0	182.2	5.0	0.000	0.000	0.365	10.351	11887	13.6	4.191	384	4.3	13.0	5.6	0.003	2813	2717	20m.my8031_rel.cy10a_bee
499	2816	0	0.0	180.4	5.0	0.000	0.000	0.361	10.230	11794	13.6	4.188	386	4.3	13.1	5.6	0.003	2797	2670	20m.my8032_rel.cy10a_bee
499	2753	0	0.0	181.3	5.0	0.000	0.000	0.363	10.285	11573	13.5	4.204	392	4.3	13.1	5.7	0.004	2748	2621	20m.my8033_rel.cy10a_bee
499	2852	0	0.0	166.2	4.7	0.000	0.000	0.333	9.590	11888	13.6	4.169	382	4.2	13.0	5.6	0.005	2829	2717	20m.my8034_rel.cy10a_bee

q1000.1

q1000.1: range queries with 1000 insert/s per client

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
998	3568	0	0.0	641.2	20.0	0.000	0.000	0.643	20.502	21523	15.7	6.032	352	4.0	6.6	5.2	0.005	3532	3292	20m.my8013_rel.cy10a_bee
998	3413	0	0.0	270.6	8.8	0.000	0.000	0.271	9.069	15909	15.1	4.662	354	4.4	13.1	5.7	0.008	3390	3181	20m.my8014_rel.cy10a_bee
997	3437	0	0.0	268.2	8.8	0.000	0.000	0.269	9.003	16023	15.1	4.662	351	4.4	13.1	5.7	0.005	3420	3228	20m.my8015_rel.cy10a_bee
998	3423	0	0.0	279.9	9.0	0.000	0.000	0.281	9.276	16023	14.9	4.681	348	4.3	13.0	5.6	0.006	3404	3213	20m.my8016_rel.cy10a_bee
998	3357	0	0.0	262.9	8.6	0.000	0.000	0.263	8.813	15784	15.1	4.701	360	4.3	13.0	5.6	0.005	3340	3132	20m.my8017_rel.cy10a_bee
998	3417	0	0.0	266.3	8.7	0.000	0.000	0.267	8.919	16029	15.0	4.691	351	4.3	13.0	5.6	0.004	3388	3165	20m.my8018_rel.cy10a_bee
997	3356	0	0.0	264.2	8.6	0.000	0.000	0.265	8.805	15800	15.2	4.707	362	4.3	13.0	5.6	0.009	3340	3132	20m.my8019_rel.cy10a_bee
997	3362	0	0.0	313.1	8.7	0.000	0.000	0.314	8.899	15531	15.3	4.620	364	4.1	12.8	5.4	0.012	3340	3103	20m.my8020_rel.cy10a_bee
998	3260	0	0.0	311.0	8.6	0.000	0.000	0.312	8.836	15225	15.1	4.670	370	4.1	12.8	5.4	0.003	3243	3053	20m.my8021_rel.cy10a_bee
998	3227	0	0.0	311.8	8.7	0.000	0.000	0.313	8.934	13446	14.5	4.166	359	4.3	13.1	5.6	0.011	3212	3070	20m.my8022_rel.cy10a_bee
998	2913	0	0.0	317.6	8.8	0.000	0.000	0.318	9.075	12593	14.5	4.323	398	4.3	13.1	5.6	0.004	2893	2767	20m.my8023_rel.cy10a_bee
998	2908	0	0.0	324.0	9.0	0.000	0.000	0.325	9.236	12596	14.7	4.331	404	4.3	13.1	5.6	0.004	2893	2762	20m.my8024_rel.cy10a_bee
998	2881	0	0.0	320.5	8.9	0.000	0.000	0.321	9.138	12498	14.7	4.338	408	4.3	13.1	5.6	0.007	2861	2733	20m.my8025_rel.cy10a_bee
998	2855	0	0.0	327.4	9.1	0.000	0.000	0.328	9.334	12401	14.5	4.344	406	4.3	13.0	5.6	0.005	2831	2717	20m.my8026_rel.cy10a_bee
998	2897	0	0.0	324.4	9.0	0.000	0.000	0.325	9.242	12566	14.5	4.338	400	4.3	13.0	5.6	0.005	2877	2747	20m.my8027_rel.cy10a_bee
998	3124	0	0.0	322.5	9.0	0.000	0.000	0.323	9.196	13402	14.5	4.289	371	4.2	13.0	5.6	0.005	3101	2973	20m.my8028_rel.cy10a_bee
998	2894	0	0.0	335.3	9.6	0.000	0.000	0.336	9.825	12757	14.9	4.407	412	4.2	13.0	5.5	0.004	2876	2733	20m.my8030_rel.cy10a_bee
998	2858	0	0.0	334.7	9.6	0.000	0.000	0.336	9.822	12614	15.0	4.413	420	4.3	13.0	5.6	0.008	2845	2702	20m.my8031_rel.cy10a_bee
998	2829	0	0.0	322.8	9.3	0.000	0.000	0.324	9.513	12465	15.1	4.406	427	4.3	13.1	5.6	0.004	2813	2685	20m.my8032_rel.cy10a_bee
997	2762	0	0.0	323.8	9.3	0.000	0.000	0.325	9.513	12213	15.0	4.422	434	4.3	13.1	5.7	0.004	2748	2637	20m.my8033_rel.cy10a_bee
998	2891	0	0.0	357.2	10.1	0.000	0.000	0.358	10.385	12810	15.0	4.431	415	4.2	13.0	5.6	0.004	2862	2733	20m.my8034_rel.cy10a_bee

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	99.399	0.497	0.103	0.000	0.000	0.000	0.000	0.000	0.061	my8013_rel.cy10a_bee
0.000	0.000	99.403	0.441	0.155	0.001	0.000	0.000	0.000	0.000	0.071	my8014_rel.cy10a_bee
0.000	0.000	99.399	0.452	0.149	0.001	0.000	0.000	0.000	0.000	0.074	my8015_rel.cy10a_bee
0.000	0.000	99.416	0.431	0.152	0.001	0.000	0.000	0.000	0.000	0.066	my8016_rel.cy10a_bee
0.000	0.000	99.406	0.445	0.147	0.002	0.000	0.000	0.000	0.000	0.078	my8017_rel.cy10a_bee
0.000	0.000	99.398	0.457	0.143	0.002	0.000	0.000	0.000	0.000	0.071	my8018_rel.cy10a_bee
0.000	0.000	99.382	0.471	0.146	0.002	0.000	0.000	0.000	0.000	0.077	my8019_rel.cy10a_bee
0.000	0.000	99.350	0.495	0.151	0.003	0.000	0.000	0.000	0.000	0.078	my8020_rel.cy10a_bee
0.000	0.000	99.349	0.485	0.164	0.003	0.000	0.000	0.000	0.000	0.073	my8021_rel.cy10a_bee
0.000	0.000	99.572	0.240	0.185	0.003	0.000	0.000	0.000	0.000	0.106	my8022_rel.cy10a_bee
0.000	0.000	99.565	0.254	0.178	0.003	0.000	0.000	0.000	0.000	0.097	my8023_rel.cy10a_bee
0.000	0.000	99.548	0.306	0.143	0.003	0.000	0.000	0.000	0.000	0.111	my8024_rel.cy10a_bee
0.000	0.000	99.554	0.289	0.154	0.003	0.000	0.000	0.000	0.000	0.083	my8025_rel.cy10a_bee
0.000	0.000	99.547	0.304	0.145	0.003	0.000	0.000	0.000	0.000	0.081	my8026_rel.cy10a_bee
0.000	0.000	99.545	0.309	0.143	0.003	0.000	0.000	0.000	0.000	0.076	my8027_rel.cy10a_bee
0.000	0.000	99.451	0.404	0.142	0.003	0.000	0.000	0.000	0.000	0.082	my8028_rel.cy10a_bee
0.000	0.000	99.430	0.443	0.123	0.003	0.000	0.000	0.000	0.000	0.077	my8030_rel.cy10a_bee
0.000	0.000	99.447	0.415	0.135	0.003	0.000	0.000	0.000	0.000	0.077	my8031_rel.cy10a_bee
0.000	0.000	99.403	0.457	0.136	0.003	0.000	0.000	0.000	0.000	0.085	my8032_rel.cy10a_bee
0.000	0.000	99.401	0.454	0.142	0.003	0.000	0.000	0.000	0.000	0.078	my8033_rel.cy10a_bee
0.000	0.000	99.398	0.459	0.141	0.003	0.000	0.000	0.000	0.000	0.076	my8034_rel.cy10a_bee

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	93.838	5.231	0.898	0.034	0.000	0.000	0.000	0.000	0.188	my8013_rel.cy10a_bee
0.000	0.000	96.244	3.328	0.418	0.010	0.000	0.000	0.000	0.000	0.134	my8014_rel.cy10a_bee
0.000	0.000	96.203	3.363	0.427	0.007	0.000	0.000	0.000	0.000	0.122	my8015_rel.cy10a_bee
0.000	0.000	96.246	3.325	0.419	0.009	0.000	0.000	0.000	0.000	0.159	my8016_rel.cy10a_bee
0.000	0.000	96.192	3.386	0.408	0.013	0.000	0.000	0.000	0.000	0.144	my8017_rel.cy10a_bee
0.000	0.000	96.203	3.384	0.400	0.013	0.000	0.000	0.000	0.000	0.142	my8018_rel.cy10a_bee
0.000	0.000	96.167	3.426	0.393	0.014	0.000	0.000	0.000	0.000	0.157	my8019_rel.cy10a_bee
0.000	0.000	96.658	2.926	0.382	0.034	0.000	0.000	0.000	0.000	0.173	my8020_rel.cy10a_bee
0.000	0.000	96.677	2.903	0.390	0.030	0.000	0.000	0.000	0.000	0.170	my8021_rel.cy10a_bee
0.000	0.000	97.007	2.887	0.100	0.006	0.000	0.000	0.000	0.000	0.104	my8022_rel.cy10a_bee
0.000	0.000	96.884	3.016	0.098	0.002	0.000	0.000	0.000	0.000	0.104	my8023_rel.cy10a_bee
0.000	0.000	96.841	3.027	0.132	0.001	0.000	0.000	0.000	0.000	0.083	my8024_rel.cy10a_bee
0.000	0.000	96.759	3.107	0.132	0.002	0.000	0.000	0.000	0.000	0.105	my8025_rel.cy10a_bee
0.000	0.000	96.890	2.976	0.131	0.003	0.000	0.000	0.000	0.000	0.140	my8026_rel.cy10a_bee
0.000	0.000	96.917	2.952	0.129	0.002	0.000	0.000	0.000	0.000	0.106	my8027_rel.cy10a_bee
0.000	0.000	96.849	3.036	0.113	0.002	0.000	0.000	0.000	0.000	0.104	my8028_rel.cy10a_bee
0.000	0.000	95.837	3.991	0.170	0.002	0.000	0.000	0.000	0.000	0.108	my8030_rel.cy10a_bee
0.000	0.000	95.813	4.005	0.179	0.003	0.000	0.000	0.000	0.000	0.112	my8031_rel.cy10a_bee
0.000	0.000	95.648	4.167	0.184	0.001	0.000	0.000	0.000	0.000	0.106	my8032_rel.cy10a_bee
0.000	0.000	95.705	4.107	0.186	0.002	0.000	0.000	0.000	0.000	0.104	my8033_rel.cy10a_bee
0.000	0.000	95.687	4.135	0.178	0.001	0.000	0.000	0.000	0.000	0.112	my8034_rel.cy10a_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	95.407	3.963	0.615	0.015	0.000	0.000	0.000	0.000	0.154	my8013_rel.cy10a_bee
0.000	0.000	97.243	2.437	0.314	0.007	0.000	0.000	0.000	0.000	0.124	my8014_rel.cy10a_bee
0.000	0.000	97.233	2.453	0.310	0.004	0.000	0.000	0.000	0.000	0.119	my8015_rel.cy10a_bee
0.000	0.000	97.231	2.442	0.323	0.005	0.000	0.000	0.000	0.000	0.130	my8016_rel.cy10a_bee
0.000	0.000	97.237	2.447	0.307	0.009	0.000	0.000	0.000	0.000	0.137	my8017_rel.cy10a_bee
0.000	0.000	97.225	2.454	0.313	0.008	0.000	0.000	0.000	0.000	0.145	my8018_rel.cy10a_bee
0.000	0.000	97.232	2.447	0.313	0.009	0.000	0.000	0.000	0.000	0.156	my8019_rel.cy10a_bee
0.000	0.000	97.982	1.694	0.308	0.015	0.000	0.000	0.000	0.000	0.166	my8020_rel.cy10a_bee
0.000	0.000	97.895	1.793	0.299	0.014	0.000	0.000	0.000	0.000	0.176	my8021_rel.cy10a_bee
0.000	0.000	97.835	2.132	0.031	0.001	0.000	0.000	0.000	0.000	0.104	my8022_rel.cy10a_bee
0.000	0.000	97.740	2.235	0.024	0.001	0.000	0.000	0.000	0.000	0.103	my8023_rel.cy10a_bee
0.000	0.000	97.754	2.200	0.045	0.001	0.000	0.000	0.000	0.000	0.075	my8024_rel.cy10a_bee
0.000	0.000	97.730	2.224	0.045	0.001	0.000	0.000	0.000	0.000	0.104	my8025_rel.cy10a_bee
0.000	0.000	97.773	2.184	0.041	0.002	0.000	0.000	0.000	0.000	0.104	my8026_rel.cy10a_bee
0.000	0.000	97.769	2.188	0.041	0.002	0.000	0.000	0.000	0.000	0.108	my8027_rel.cy10a_bee
0.000	0.000	97.715	2.249	0.034	0.002	0.000	0.000	0.000	0.000	0.103	my8028_rel.cy10a_bee
0.000	0.000	97.063	2.871	0.064	0.002	0.000	0.000	0.000	0.000	0.103	my8030_rel.cy10a_bee
0.000	0.000	97.084	2.846	0.068	0.002	0.000	0.000	0.000	0.000	0.103	my8031_rel.cy10a_bee
0.000	0.000	97.060	2.867	0.072	0.001	0.000	0.000	0.000	0.000	0.103	my8032_rel.cy10a_bee
0.000	0.000	97.118	2.808	0.074	0.001	0.000	0.000	0.000	0.000	0.103	my8033_rel.cy10a_bee
0.000	0.000	97.109	2.823	0.067	0.001	0.000	0.000	0.000	0.000	0.112	my8034_rel.cy10a_bee

q100.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
43.466	56.534	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8013_rel.cy10a_bee
43.592	56.408	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	my8014_rel.cy10a_bee
38.468	61.531	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	my8015_rel.cy10a_bee
39.901	60.099	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8016_rel.cy10a_bee
30.867	69.133	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	my8017_rel.cy10a_bee
34.673	65.327	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	my8018_rel.cy10a_bee
35.618	64.382	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	my8019_rel.cy10a_bee
34.839	65.161	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8020_rel.cy10a_bee
33.862	66.138	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8021_rel.cy10a_bee
31.560	68.439	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8022_rel.cy10a_bee
10.735	89.264	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8023_rel.cy10a_bee
11.479	88.520	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8024_rel.cy10a_bee
9.310	90.689	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8025_rel.cy10a_bee
7.627	92.371	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8026_rel.cy10a_bee
8.089	91.910	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8027_rel.cy10a_bee
27.324	72.676	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8028_rel.cy10a_bee
7.410	92.589	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8030_rel.cy10a_bee
7.697	92.302	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8031_rel.cy10a_bee
5.190	94.809	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8032_rel.cy10a_bee
3.616	96.383	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8033_rel.cy10a_bee
7.318	92.681	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8034_rel.cy10a_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	93.625	6.042	0.333	0.000	0.000	0.000	0.000	0.000	0.023	my8013_rel.cy10a_bee
0.000	0.000	97.000	3.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8014_rel.cy10a_bee
0.000	0.000	96.000	4.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8015_rel.cy10a_bee
0.000	0.000	97.208	2.792	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8016_rel.cy10a_bee
0.000	0.000	97.333	2.583	0.083	0.000	0.000	0.000	0.000	0.000	0.021	my8017_rel.cy10a_bee
0.000	0.000	97.250	2.750	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8018_rel.cy10a_bee
0.000	0.000	96.958	3.042	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8019_rel.cy10a_bee
0.000	0.000	97.667	2.333	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8020_rel.cy10a_bee
0.000	0.000	98.292	1.667	0.042	0.000	0.000	0.000	0.000	0.000	0.016	my8021_rel.cy10a_bee
0.000	0.000	99.375	0.625	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8022_rel.cy10a_bee
0.000	0.000	99.375	0.625	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8023_rel.cy10a_bee
0.000	0.000	99.250	0.708	0.042	0.000	0.000	0.000	0.000	0.000	0.016	my8024_rel.cy10a_bee
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8025_rel.cy10a_bee
0.000	0.000	99.458	0.542	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8026_rel.cy10a_bee
0.000	0.000	99.542	0.458	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8027_rel.cy10a_bee
0.000	0.000	99.750	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8028_rel.cy10a_bee
0.000	0.000	99.208	0.792	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8030_rel.cy10a_bee
0.000	0.000	99.417	0.542	0.042	0.000	0.000	0.000	0.000	0.000	0.017	my8031_rel.cy10a_bee
0.000	0.000	99.292	0.708	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8032_rel.cy10a_bee
0.000	0.000	99.292	0.708	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8033_rel.cy10a_bee
0.000	0.000	99.667	0.292	0.042	0.000	0.000	0.000	0.000	0.000	0.016	my8034_rel.cy10a_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	95.708	4.167	0.125	0.000	0.000	0.000	0.000	0.000	0.018	my8013_rel.cy10a_bee
0.000	0.000	98.417	1.583	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8014_rel.cy10a_bee
0.000	0.000	97.500	2.500	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8015_rel.cy10a_bee
0.000	0.000	98.542	1.458	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8016_rel.cy10a_bee
0.000	0.000	98.667	1.292	0.042	0.000	0.000	0.000	0.000	0.000	0.016	my8017_rel.cy10a_bee
0.000	0.000	98.708	1.292	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8018_rel.cy10a_bee
0.000	0.000	98.542	1.458	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8019_rel.cy10a_bee
0.000	0.000	98.833	1.167	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8020_rel.cy10a_bee
0.000	0.000	98.792	1.208	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8021_rel.cy10a_bee
0.000	0.000	99.417	0.583	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8022_rel.cy10a_bee
0.000	0.000	99.542	0.458	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8023_rel.cy10a_bee
0.000	0.000	99.375	0.625	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8024_rel.cy10a_bee
0.000	0.000	99.542	0.458	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8025_rel.cy10a_bee
0.000	0.000	99.500	0.500	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8026_rel.cy10a_bee
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8027_rel.cy10a_bee
0.000	0.000	99.792	0.208	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8028_rel.cy10a_bee
0.000	0.000	99.583	0.417	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8030_rel.cy10a_bee
0.000	0.000	99.583	0.417	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8031_rel.cy10a_bee
0.000	0.000	99.792	0.208	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8032_rel.cy10a_bee
0.000	0.000	99.625	0.375	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8033_rel.cy10a_bee
0.000	0.000	99.750	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8034_rel.cy10a_bee

q500.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
48.658	51.341	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8013_rel.cy10a_bee
39.808	60.191	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8014_rel.cy10a_bee
38.160	61.840	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8015_rel.cy10a_bee
38.874	61.125	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8016_rel.cy10a_bee
33.449	66.551	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8017_rel.cy10a_bee
38.152	61.848	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8018_rel.cy10a_bee
34.965	65.035	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8019_rel.cy10a_bee
34.476	65.523	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8020_rel.cy10a_bee
32.361	67.638	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8021_rel.cy10a_bee
29.080	70.920	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8022_rel.cy10a_bee
10.755	89.242	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8023_rel.cy10a_bee
9.326	90.671	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8024_rel.cy10a_bee
7.838	92.159	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8025_rel.cy10a_bee
6.867	93.131	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8026_rel.cy10a_bee
9.322	90.676	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8027_rel.cy10a_bee
25.124	74.876	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8028_rel.cy10a_bee
9.420	90.580	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8030_rel.cy10a_bee
6.216	93.783	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8031_rel.cy10a_bee
5.446	94.554	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8032_rel.cy10a_bee
3.975	96.024	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8033_rel.cy10a_bee
7.191	92.808	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8034_rel.cy10a_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	94.500	5.442	0.058	0.000	0.000	0.000	0.000	0.000	0.026	my8013_rel.cy10a_bee
0.000	0.000	98.008	1.967	0.025	0.000	0.000	0.000	0.000	0.000	0.024	my8014_rel.cy10a_bee
0.000	0.000	97.958	2.025	0.017	0.000	0.000	0.000	0.000	0.000	0.020	my8015_rel.cy10a_bee
0.000	0.000	99.183	0.808	0.008	0.000	0.000	0.000	0.000	0.000	0.017	my8016_rel.cy10a_bee
0.000	0.000	97.667	2.283	0.050	0.000	0.000	0.000	0.000	0.000	0.022	my8017_rel.cy10a_bee
0.000	0.000	97.917	2.058	0.025	0.000	0.000	0.000	0.000	0.000	0.024	my8018_rel.cy10a_bee
0.000	0.000	97.475	2.500	0.025	0.000	0.000	0.000	0.000	0.000	0.021	my8019_rel.cy10a_bee
0.000	0.000	97.817	2.150	0.033	0.000	0.000	0.000	0.000	0.000	0.040	my8020_rel.cy10a_bee
0.000	0.000	97.975	2.025	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8021_rel.cy10a_bee
0.000	0.000	99.492	0.508	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8022_rel.cy10a_bee
0.000	0.000	99.583	0.408	0.008	0.000	0.000	0.000	0.000	0.000	0.019	my8023_rel.cy10a_bee
0.000	0.000	99.533	0.450	0.017	0.000	0.000	0.000	0.000	0.000	0.017	my8024_rel.cy10a_bee
0.000	0.000	99.375	0.617	0.008	0.000	0.000	0.000	0.000	0.000	0.016	my8025_rel.cy10a_bee
0.000	0.000	99.483	0.492	0.025	0.000	0.000	0.000	0.000	0.000	0.019	my8026_rel.cy10a_bee
0.000	0.000	99.533	0.467	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8027_rel.cy10a_bee
0.000	0.000	99.792	0.200	0.008	0.000	0.000	0.000	0.000	0.000	0.016	my8028_rel.cy10a_bee
0.000	0.000	99.442	0.542	0.017	0.000	0.000	0.000	0.000	0.000	0.029	my8030_rel.cy10a_bee
0.000	0.000	99.408	0.558	0.033	0.000	0.000	0.000	0.000	0.000	0.025	my8031_rel.cy10a_bee
0.000	0.000	98.425	1.558	0.017	0.000	0.000	0.000	0.000	0.000	0.024	my8032_rel.cy10a_bee
0.000	0.000	98.733	1.258	0.008	0.000	0.000	0.000	0.000	0.000	0.031	my8033_rel.cy10a_bee
0.000	0.000	98.950	1.033	0.017	0.000	0.000	0.000	0.000	0.000	0.025	my8034_rel.cy10a_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	95.758	4.192	0.050	0.000	0.000	0.000	0.000	0.000	0.024	my8013_rel.cy10a_bee
0.000	0.000	98.392	1.600	0.008	0.000	0.000	0.000	0.000	0.000	0.016	my8014_rel.cy10a_bee
0.000	0.000	98.617	1.383	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8015_rel.cy10a_bee
0.000	0.000	99.458	0.533	0.008	0.000	0.000	0.000	0.000	0.000	0.017	my8016_rel.cy10a_bee
0.000	0.000	98.425	1.542	0.033	0.000	0.000	0.000	0.000	0.000	0.021	my8017_rel.cy10a_bee
0.000	0.000	98.492	1.492	0.017	0.000	0.000	0.000	0.000	0.000	0.020	my8018_rel.cy10a_bee
0.000	0.000	98.275	1.708	0.017	0.000	0.000	0.000	0.000	0.000	0.021	my8019_rel.cy10a_bee
0.000	0.000	98.442	1.525	0.033	0.000	0.000	0.000	0.000	0.000	0.027	my8020_rel.cy10a_bee
0.000	0.000	98.333	1.667	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my8021_rel.cy10a_bee
0.000	0.000	99.625	0.375	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8022_rel.cy10a_bee
0.000	0.000	99.708	0.292	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8023_rel.cy10a_bee
0.000	0.000	99.608	0.392	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8024_rel.cy10a_bee
0.000	0.000	99.658	0.342	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8025_rel.cy10a_bee
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8026_rel.cy10a_bee
0.000	0.000	99.650	0.350	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8027_rel.cy10a_bee
0.000	0.000	99.817	0.183	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8028_rel.cy10a_bee
0.000	0.000	99.600	0.383	0.017	0.000	0.000	0.000	0.000	0.000	0.027	my8030_rel.cy10a_bee
0.000	0.000	99.717	0.267	0.017	0.000	0.000	0.000	0.000	0.000	0.025	my8031_rel.cy10a_bee
0.000	0.000	99.317	0.675	0.008	0.000	0.000	0.000	0.000	0.000	0.025	my8032_rel.cy10a_bee
0.000	0.000	99.700	0.292	0.008	0.000	0.000	0.000	0.000	0.000	0.028	my8033_rel.cy10a_bee
0.000	0.000	99.408	0.583	0.008	0.000	0.000	0.000	0.000	0.000	0.025	my8034_rel.cy10a_bee

q1000.1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
50.864	49.134	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8013_rel.cy10a_bee
40.828	59.170	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8014_rel.cy10a_bee
42.981	57.018	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8015_rel.cy10a_bee
40.920	59.078	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8016_rel.cy10a_bee
36.459	63.540	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8017_rel.cy10a_bee
40.369	59.629	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8018_rel.cy10a_bee
36.886	63.112	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8019_rel.cy10a_bee
37.741	62.257	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8020_rel.cy10a_bee
33.560	66.438	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	my8021_rel.cy10a_bee
31.330	68.668	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8022_rel.cy10a_bee
13.293	86.702	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8023_rel.cy10a_bee
12.212	87.782	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8024_rel.cy10a_bee
10.286	89.706	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.007	my8025_rel.cy10a_bee
7.738	92.256	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8026_rel.cy10a_bee
10.717	89.279	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8027_rel.cy10a_bee
28.006	71.992	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8028_rel.cy10a_bee
11.011	88.986	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8030_rel.cy10a_bee
8.283	91.714	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.008	my8031_rel.cy10a_bee
6.819	93.179	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8032_rel.cy10a_bee
4.709	95.289	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8033_rel.cy10a_bee
9.836	90.162	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	my8034_rel.cy10a_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	95.062	4.862	0.075	0.000	0.000	0.000	0.000	0.000	0.021	my8013_rel.cy10a_bee
0.000	0.000	95.188	4.700	0.112	0.000	0.000	0.000	0.000	0.000	0.024	my8014_rel.cy10a_bee
0.000	0.000	96.200	3.771	0.029	0.000	0.000	0.000	0.000	0.000	0.022	my8015_rel.cy10a_bee
0.000	0.000	95.550	4.383	0.067	0.000	0.000	0.000	0.000	0.000	0.027	my8016_rel.cy10a_bee
0.000	0.000	95.779	4.175	0.046	0.000	0.000	0.000	0.000	0.000	0.022	my8017_rel.cy10a_bee
0.000	0.000	95.204	4.671	0.125	0.000	0.000	0.000	0.000	0.000	0.024	my8018_rel.cy10a_bee
0.000	0.000	94.208	5.617	0.175	0.000	0.000	0.000	0.000	0.000	0.039	my8019_rel.cy10a_bee
0.000	0.000	95.650	4.263	0.088	0.000	0.000	0.000	0.000	0.000	0.021	my8020_rel.cy10a_bee
0.000	0.000	95.754	4.204	0.042	0.000	0.000	0.000	0.000	0.000	0.022	my8021_rel.cy10a_bee
0.000	0.000	99.125	0.871	0.004	0.000	0.000	0.000	0.000	0.000	0.016	my8022_rel.cy10a_bee
0.000	0.000	98.908	1.067	0.025	0.000	0.000	0.000	0.000	0.000	0.023	my8023_rel.cy10a_bee
0.000	0.000	98.838	1.154	0.008	0.000	0.000	0.000	0.000	0.000	0.018	my8024_rel.cy10a_bee
0.000	0.000	99.183	0.796	0.021	0.000	0.000	0.000	0.000	0.000	0.023	my8025_rel.cy10a_bee
0.000	0.000	99.421	0.567	0.013	0.000	0.000	0.000	0.000	0.000	0.019	my8026_rel.cy10a_bee
0.000	0.000	99.321	0.662	0.017	0.000	0.000	0.000	0.000	0.000	0.020	my8027_rel.cy10a_bee
0.000	0.000	99.342	0.650	0.008	0.000	0.000	0.000	0.000	0.000	0.017	my8028_rel.cy10a_bee
0.000	0.000	97.821	2.158	0.021	0.000	0.000	0.000	0.000	0.000	0.026	my8030_rel.cy10a_bee
0.000	0.000	97.600	2.375	0.025	0.000	0.000	0.000	0.000	0.000	0.028	my8031_rel.cy10a_bee
0.000	0.000	96.029	3.946	0.025	0.000	0.000	0.000	0.000	0.000	0.026	my8032_rel.cy10a_bee
0.000	0.000	95.692	4.283	0.025	0.000	0.000	0.000	0.000	0.000	0.025	my8033_rel.cy10a_bee
0.000	0.000	96.933	3.042	0.025	0.000	0.000	0.000	0.000	0.000	0.026	my8034_rel.cy10a_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	95.458	4.496	0.046	0.000	0.000	0.000	0.000	0.000	0.024	my8013_rel.cy10a_bee
0.000	0.000	95.879	4.054	0.067	0.000	0.000	0.000	0.000	0.000	0.028	my8014_rel.cy10a_bee
0.000	0.000	96.646	3.338	0.017	0.000	0.000	0.000	0.000	0.000	0.020	my8015_rel.cy10a_bee
0.000	0.000	95.967	4.004	0.029	0.000	0.000	0.000	0.000	0.000	0.020	my8016_rel.cy10a_bee
0.000	0.000	96.292	3.704	0.004	0.000	0.000	0.000	0.000	0.000	0.020	my8017_rel.cy10a_bee
0.000	0.000	95.754	4.158	0.088	0.000	0.000	0.000	0.000	0.000	0.024	my8018_rel.cy10a_bee
0.000	0.000	95.017	4.858	0.125	0.000	0.000	0.000	0.000	0.000	0.029	my8019_rel.cy10a_bee
0.000	0.000	96.350	3.612	0.037	0.000	0.000	0.000	0.000	0.000	0.023	my8020_rel.cy10a_bee
0.000	0.000	96.546	3.425	0.029	0.000	0.000	0.000	0.000	0.000	0.021	my8021_rel.cy10a_bee
0.000	0.000	99.662	0.333	0.004	0.000	0.000	0.000	0.000	0.000	0.016	my8022_rel.cy10a_bee
0.000	0.000	99.696	0.304	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8023_rel.cy10a_bee
0.000	0.000	99.658	0.338	0.004	0.000	0.000	0.000	0.000	0.000	0.016	my8024_rel.cy10a_bee
0.000	0.000	99.800	0.179	0.021	0.000	0.000	0.000	0.000	0.000	0.023	my8025_rel.cy10a_bee
0.000	0.000	99.750	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8026_rel.cy10a_bee
0.000	0.000	99.617	0.379	0.004	0.000	0.000	0.000	0.000	0.000	0.021	my8027_rel.cy10a_bee
0.000	0.000	99.646	0.354	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8028_rel.cy10a_bee
0.000	0.000	99.683	0.304	0.013	0.000	0.000	0.000	0.000	0.000	0.025	my8030_rel.cy10a_bee
0.000	0.000	99.612	0.371	0.017	0.000	0.000	0.000	0.000	0.000	0.025	my8031_rel.cy10a_bee
0.000	0.000	99.583	0.396	0.021	0.000	0.000	0.000	0.000	0.000	0.025	my8032_rel.cy10a_bee
0.000	0.000	99.675	0.312	0.013	0.000	0.000	0.000	0.000	0.000	0.025	my8033_rel.cy10a_bee
0.000	0.000	99.279	0.700	0.021	0.000	0.000	0.000	0.000	0.000	0.025	my8034_rel.cy10a_bee