Introduction

This is a report for the insert benchmark with 800M 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, 32G RAM and an NVMe device for the database. 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). It uses 1 table with a table per client. It loads 800M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 4m+1m rows per table with a delete per insert to avoid growing the table. It then does 6 read+write tests for 1800s each that do queries as fast as possible with 100,100,500,500,1000,1000 inserts/s and the same for deletes/s per client concurrent with the queries. The database is larger than memory and the workload is IO-bound for except for the range query tests (qr*). Clients and the DBMS share one server.

The tested DBMS are:


Contents


Summary

The numbers are inserts/s for l.i0, l.i1 and l.i2, indexed docs (or rows) /s for l.x and queries/s for qr100, qp100 thru qr1000, qp1000" 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.i1l.i2qr100qp100qr500qp500qr1000qp1000
my5651_rel_o2nofp.cz12a_c8r32 1771481122331975219812027147111348114510547856
my5744_rel_o2nofp.cz12a_c8r32 160642159077300339061006713519902111097791001
my8043_rel_o2nofp.cz12a_c8r32 10986029357830773906906512998951113088961011
my8044_rel_o2nofp.cz12a_c8r32 11007228985530743968911512899012112889651010
my8406_rel_o2nofp.cz12a_c8r32 1080062928263051389187631274865811108618996
my8407_rel_o2nofp.cz12a_c8r32 1054162973983035400088501279875911178612999
my8407_rel_o2nofp.cz12a_dw0_c8r32 10853329973833084255872312838673113786221035
my9400_rel_o2nofp.cz12a_c8r32 1084303005262994386190751269905911128953997
my9500_rel_o2nofp.cz12a_c8r32 1064823091193026380290801275896511158894999

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.i1l.i2qr100qp100qr500qp500qr1000qp1000
my5651_rel_o2nofp.cz12a_c8r32 1.001.001.001.001.001.001.001.001.001.00
my5744_rel_o2nofp.cz12a_c8r32 0.911.421.521.780.840.920.870.970.931.17
my8043_rel_o2nofp.cz12a_c8r32 0.622.621.561.780.750.880.790.990.841.18
my8044_rel_o2nofp.cz12a_c8r32 0.622.581.561.810.760.880.790.990.851.18
my8406_rel_o2nofp.cz12a_c8r32 0.612.611.541.770.730.870.760.970.821.16
my8407_rel_o2nofp.cz12a_c8r32 0.602.651.541.820.740.870.770.980.821.17
my8407_rel_o2nofp.cz12a_dw0_c8r32 0.612.671.671.940.730.870.760.990.821.21
my9400_rel_o2nofp.cz12a_c8r32 0.612.681.521.760.750.860.800.970.851.16
my9500_rel_o2nofp.cz12a_c8r32 0.602.751.531.730.750.870.790.970.841.17

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.

dbmsqr100.L1qp100.L2qr500.L3qp500.L4qr1000.L5qp1000.L6
my5651_rel_o2nofp.cz12a_c8r32100100500500999999
my5744_rel_o2nofp.cz12a_c8r32100100500500999999
my8043_rel_o2nofp.cz12a_c8r3210010050050010001000
my8044_rel_o2nofp.cz12a_c8r3210010050050010001000
my8406_rel_o2nofp.cz12a_c8r3210010050050010001000
my8407_rel_o2nofp.cz12a_c8r3210010050050010001000
my8407_rel_o2nofp.cz12a_dw0_c8r3210010050050010001000
my9400_rel_o2nofp.cz12a_c8r3210010050050010001000
my9500_rel_o2nofp.cz12a_c8r3210010050050010001000
target10010050050010001000

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
my5651_rel_o2nofp.cz12a_c8r3299.5550.3800.0220.0410.0020.222
my5744_rel_o2nofp.cz12a_c8r3299.7110.1150.0590.1140.0010.161
my8043_rel_o2nofp.cz12a_c8r3299.5710.2530.0540.1210.001nonzero0.341
my8044_rel_o2nofp.cz12a_c8r3299.5740.2500.0560.1180.001nonzero0.334
my8406_rel_o2nofp.cz12a_c8r3299.5650.2580.0530.1220.002nonzero0.340
my8407_rel_o2nofp.cz12a_c8r3299.5510.2710.0530.1230.002nonzero0.337
my8407_rel_o2nofp.cz12a_dw0_c8r3299.5780.2450.0550.1210.002nonzero0.347
my9400_rel_o2nofp.cz12a_c8r3299.5690.2560.1160.0570.001nonzero0.318
my9500_rel_o2nofp.cz12a_c8r3299.4940.3300.0850.0890.002nonzero0.325

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
177148	0	1496	5.8	1159.6	63.5	0.008	0.034	0.007	0.367	23812	19.6	0.134	9	52.6	83.1	24.7	0.222	177976	143381	my5651_rel_o2nofp.cz12a_c8r32
160642	0	0	0.0	1063.3	57.8	0.000	0.000	0.007	0.369	18897	19.4	0.118	10	52.6	83.1	25.0	0.161	160578	149979	my5744_rel_o2nofp.cz12a_c8r32
109860	0	0	0.0	745.0	41.2	0.000	0.000	0.007	0.384	13601	17.2	0.124	13	52.4	83.0	25.3	0.341	109786	102585	my8043_rel_o2nofp.cz12a_c8r32
110072	0	0	0.0	746.5	41.3	0.000	0.000	0.007	0.384	13604	17.2	0.124	13	52.4	83.0	25.3	0.334	110082	102785	my8044_rel_o2nofp.cz12a_c8r32
108006	0	0	0.0	732.5	40.5	0.000	0.000	0.007	0.384	13387	17.2	0.124	13	52.4	120.1	25.3	0.340	107987	100687	my8406_rel_o2nofp.cz12a_c8r32
105416	0	0	0.0	715.5	39.6	0.000	0.000	0.007	0.384	13046	17.2	0.124	13	52.4	120.1	25.3	0.337	105288	98187	my8407_rel_o2nofp.cz12a_c8r32
108533	0	0	0.0	677.8	33.6	0.000	0.000	0.006	0.317	13271	17.2	0.122	13	52.4	120.1	25.2	0.347	108585	100985	my8407_rel_o2nofp.cz12a_dw0_c8r32
108430	0	0	0.0	735.6	40.7	0.000	0.000	0.007	0.384	13422	17.2	0.124	13	52.4	120.1	25.3	0.318	108386	101387	my9400_rel_o2nofp.cz12a_c8r32
106482	0	0	0.0	730.4	40.4	0.000	0.000	0.007	0.388	14060	17.2	0.132	13	52.4	120.1	25.4	0.325	106485	98787	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
1496.0	5984.6	0.000	0.000	0.106	3.965	1160.6	65078.2	10.29	0.902	0.479	57.06	0.263	1.999	0.000	0.000	0.150	1.122	1.528	2.558	0.763	11.78		my5651_rel_o2nofp.cz12a_c8r32
0.244	1.878	0.000	0.000	2.385	2.347	1064.1	59247.2	21.88	2.057	0.889	55.32	0.315	4.446	0.000	0.000	0.126	2.328	4.393	1.533	0.918	6.915		my5744_rel_o2nofp.cz12a_c8r32
0.201	1.773	0.002	0.051	2.052	2.029	745.3	42216.2	15.27	2.070	1.475	56.34	0.216	1.931	0.000	0.000	0.129	1.584	4.551	1.550	1.085	5.122		my8043_rel_o2nofp.cz12a_c8r32
0.204	1.737	0.002	0.044	1.912	2.033	746.9	42301.9	15.87	2.131	1.460	56.33	0.215	1.990	0.000	0.000	0.127	1.643	4.550	1.528	1.070	5.121		my8044_rel_o2nofp.cz12a_c8r32
0.190	1.589	0.002	0.045	2.003	2.004	732.9	41506.9	15.45	2.109	1.486	56.33	0.142	2.140	0.000	0.000	0.133	3.105	4.512	1.558	1.073	5.115		my8406_rel_o2nofp.cz12a_c8r32
0.190	1.608	0.002	0.045	1.970	1.985	715.8	40513.8	15.13	2.115	1.452	56.28	0.151	2.796	0.000	0.000	0.129	3.897	4.463	1.564	1.022	5.046		my8407_rel_o2nofp.cz12a_c8r32
0.189	1.561	0.000	0.000	1.927	2.014	678.1	34466.4	14.52	2.137	1.434	50.36	0.204	1.804	0.000	0.000	0.127	1.558	4.528	1.552	0.958	5.103		my8407_rel_o2nofp.cz12a_dw0_c8r32
0.198	1.732	0.000	0.000	2.051	1.976	735.9	41674.3	15.66	2.140	1.402	56.32	0.236	1.923	0.000	0.000	0.099	1.420	4.514	1.076	1.015	4.770		my9400_rel_o2nofp.cz12a_c8r32
0.192	1.601	0.000	0.000	1.931	1.984	730.7	41370.8	15.82	2.165	1.443	56.33	0.158	2.067	0.000	0.000	0.117	2.756	4.591	1.264	1.038	4.858		my9500_rel_o2nofp.cz12a_c8r32

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
112233	0	1216	111.6	1791.4	145.3	0.011	1.019	0.016	1.325	2299	10.1	0.020	7	111.4	141.9	24.8	0.004	NA	NA	my5651_rel_o2nofp.cz12a_c8r32
159077	0	1677	155.8	2412.2	189.5	0.011	1.003	0.015	1.220	8900	11.6	0.056	6	121.1	151.7	25.1	0.001	NA	NA	my5744_rel_o2nofp.cz12a_c8r32
293578	0	4074	400.3	8863.5	447.7	0.014	1.396	0.030	1.562	20887	40.6	0.071	11	120.7	151.3	25.4	0.002	NA	NA	my8043_rel_o2nofp.cz12a_c8r32
289855	0	4016	395.3	8753.0	442.0	0.014	1.396	0.030	1.562	20348	41.5	0.070	11	120.7	151.3	25.4	0.002	NA	NA	my8044_rel_o2nofp.cz12a_c8r32
292826	0	4061	401.1	8843.8	446.9	0.014	1.403	0.030	1.563	20731	40.2	0.071	11	120.7	188.4	25.4	0.002	NA	NA	my8406_rel_o2nofp.cz12a_c8r32
297398	0	4121	407.3	8983.2	453.6	0.014	1.402	0.030	1.562	21046	41.5	0.071	11	120.7	188.4	25.4	0.001	NA	NA	my8407_rel_o2nofp.cz12a_c8r32
299738	0	4154	411.1	8841.7	434.6	0.014	1.404	0.029	1.485	21979	41.6	0.073	11	120.7	188.4	25.4	0.001	NA	NA	my8407_rel_o2nofp.cz12a_dw0_c8r32
300526	0	4115	401.0	9087.4	458.6	0.014	1.366	0.030	1.563	21351	41.2	0.071	11	120.7	188.4	25.4	0.002	NA	NA	my9400_rel_o2nofp.cz12a_c8r32
309119	0	4291	423.9	9351.9	471.9	0.014	1.404	0.030	1.563	21635	41.5	0.070	11	120.7	188.4	25.6	0.002	NA	NA	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
1215.0	114372	0.000	0.000	0.154	94.59	1792.5	148842	85.30	4.005	0.239	90.66	0.169	4609.8	0.000	0.000	0.001	38.81	31.03	2.666	0.686	38.15		my5651_rel_o2nofp.cz12a_c8r32
1676.1	159695	0.000	0.000	0.153	97.72	2407.9	194037	15.94	0.484	0.139	117.9	0.527	10119.4	0.000	0.000	0.004	85.61	3.851	2.804	0.579	23.64		my5744_rel_o2nofp.cz12a_c8r32
4068.2	410444	0.000	0.000	0.377	113.8	8849.5	458953	34.71	0.433	0.619	69.97	5.367	47610.8	0.000	0.000	0.017	209.1	7.820	3.269	6.149	66.04		my8043_rel_o2nofp.cz12a_c8r32
4010.5	405300	0.000	0.000	0.334	114.4	8738.2	453109	34.01	0.435	0.544	70.94	4.553	47124.1	0.000	0.000	0.022	316.1	7.745	3.002	5.316	63.42		my8044_rel_o2nofp.cz12a_c8r32
4056.0	411319	0.000	0.000	0.384	114.5	8829.5	458065	34.14	0.449	0.623	69.98	4.652	40404.5	0.000	0.000	0.029	250.4	7.814	4.025	6.126	66.75		my8406_rel_o2nofp.cz12a_c8r32
4114.8	417601	0.000	0.000	0.350	114.7	8968.0	464928	34.94	0.437	0.572	70.33	4.883	48389.5	0.000	0.000	0.017	290.8	7.913	3.236	5.751	65.62		my8407_rel_o2nofp.cz12a_c8r32
4148.4	421534	0.000	0.000	0.344	114.8	8826.0	445381	34.62	0.463	0.982	68.17	3.939	41529.9	0.000	0.000	0.016	255.9	7.944	3.265	8.259	65.05		my8407_rel_o2nofp.cz12a_dw0_c8r32
4109.0	411197	0.013	0.001	0.282	111.9	9072.5	470084	34.89	0.459	0.608	69.48	4.773	44110.2	0.000	0.000	0.017	296.2	8.039	2.509	5.425	59.74		my9400_rel_o2nofp.cz12a_c8r32
4285.7	434654	0.000	0.000	0.304	114.2	9337.4	483717	35.44	0.441	0.594	69.42	4.679	42574.9	0.000	0.000	0.017	213.6	8.229	2.694	5.688	62.21		my9500_rel_o2nofp.cz12a_c8r32

l.i1

l.i1: continue load after secondary indexes created with 50 inserts per transaction. 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
my5651_rel_o2nofp.cz12a_c8r3214.24784.7201.0310.0010.697
my5744_rel_o2nofp.cz12a_c8r3264.75234.8360.4110.113
my8043_rel_o2nofp.cz12a_c8r320.00167.99330.6791.3250.0030.432
my8044_rel_o2nofp.cz12a_c8r3268.45030.1181.4300.0030.474
my8406_rel_o2nofp.cz12a_c8r320.00367.68130.9761.3370.0030.506
my8407_rel_o2nofp.cz12a_c8r320.00167.84030.6101.5460.0030.500
my8407_rel_o2nofp.cz12a_dw0_c8r320.00170.64128.0751.2800.0030.431
my9400_rel_o2nofp.cz12a_c8r3267.40630.9901.6010.0030.477
my9500_rel_o2nofp.cz12a_c8r3268.09330.4061.4990.0030.493

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
my5651_rel_o2nofp.cz12a_c8r320.02494.9834.7720.2190.0010.0010.574
my5744_rel_o2nofp.cz12a_c8r320.00499.6770.2850.0340.049
my8043_rel_o2nofp.cz12a_c8r3299.3610.5940.0420.0030.431
my8044_rel_o2nofp.cz12a_c8r3299.4040.5440.0510.0010.466
my8406_rel_o2nofp.cz12a_c8r3299.3210.6320.0450.0010.440
my8407_rel_o2nofp.cz12a_c8r3299.3690.5850.0440.0010.0010.468
my8407_rel_o2nofp.cz12a_dw0_c8r3299.7100.2490.0390.0030.430
my9400_rel_o2nofp.cz12a_c8r3299.3500.5990.0460.0050.104
my9500_rel_o2nofp.cz12a_c8r3299.3640.5830.0510.0030.492

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
1975	0	9384	145.8	16394.7	382.2	4.751	75.581	8.300	198.112	45500	16.5	23.034	668	144.5	175.0	24.7	0.697	1850	1200	my5651_rel_o2nofp.cz12a_c8r32
3003	0	13870	216.7	18840.3	560.2	4.619	73.901	6.274	191.029	36919	22.2	12.294	591	144.6	175.1	25.1	0.113	3000	1600	my5744_rel_o2nofp.cz12a_c8r32
3077	0	11433	178.6	16737.9	503.5	3.716	59.453	5.440	167.563	76647	21.6	24.910	562	148.8	179.5	25.4	0.432	2900	1750	my8043_rel_o2nofp.cz12a_c8r32
3074	0	11435	178.7	16790.9	505.3	3.719	59.506	5.461	168.300	75710	21.7	24.625	565	148.8	179.6	25.4	0.474	2900	1750	my8044_rel_o2nofp.cz12a_c8r32
3051	0	11382	177.8	16681.4	502.3	3.730	59.687	5.467	168.586	78250	21.6	25.646	566	148.7	216.9	25.4	0.506	2900	1700	my8406_rel_o2nofp.cz12a_c8r32
3035	0	11308	176.7	16592.3	498.6	3.726	59.614	5.467	168.240	76794	21.6	25.304	569	148.7	217.1	25.4	0.500	2850	1700	my8407_rel_o2nofp.cz12a_c8r32
3308	0	12284	191.9	15972.1	298.2	3.713	59.405	4.828	92.304	89089	22.8	26.927	551	148.7	217.0	25.3	0.431	3150	1850	my8407_rel_o2nofp.cz12a_dw0_c8r32
2994	0	11170	174.5	16392.6	493.1	3.731	59.694	5.475	168.660	75995	21.4	25.383	572	148.7	217.0	24.5	0.477	2850	1650	my9400_rel_o2nofp.cz12a_c8r32
3026	0	11282	176.3	16545.3	497.1	3.729	59.659	5.468	168.228	76245	21.7	25.199	574	148.8	217.1	25.5	0.493	2850	1700	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
9397.2	149511	0.000	0.000	0.102	15.91	16407.4	389368	16.42	0.142	0.038	24.98	0.002	0.083	0.000	0.000	0.007	0.406	3.948	2.508	1.496	72.27		my5651_rel_o2nofp.cz12a_c8r32
13880.7	222090	0.000	0.000	0.151	16.00	18905.8	575401	37.25	0.331	0.143	31.39	0.004	0.027	0.000	0.000	0.009	0.121	9.795	3.264	4.791	79.65		my5744_rel_o2nofp.cz12a_c8r32
11444.7	183114	0.000	0.000	0.150	16.00	16792.1	516985	56.39	0.423	1.994	31.33	0.011	2.205	0.000	0.000	0.015	5.000	10.19	3.639	35.45	73.97		my8043_rel_o2nofp.cz12a_c8r32
11446.2	183137	0.000	0.000	0.152	16.00	16846.7	518881	48.20	0.396	1.890	31.43	0.013	0.432	0.000	0.000	0.017	0.726	10.18	3.548	33.80	74.31		my8044_rel_o2nofp.cz12a_c8r32
11393.6	182296	0.000	0.000	0.148	16.00	16736.1	515791	76.56	0.542	2.124	31.36	0.009	1.081	0.000	0.000	0.011	4.038	10.11	3.583	37.55	73.77		my8406_rel_o2nofp.cz12a_c8r32
11319.1	181103	0.000	0.000	0.150	16.00	16644.7	511942	63.69	0.481	2.098	31.34	0.018	0.791	0.000	0.000	0.025	2.116	10.02	3.633	36.86	74.03		my8407_rel_o2nofp.cz12a_c8r32
12299.7	196793	0.000	0.000	0.131	16.00	16028.6	306137	37.17	0.345	4.673	19.88	0.013	1.009	0.000	0.000	0.025	2.706	9.797	3.749	77.99	70.99		my8407_rel_o2nofp.cz12a_dw0_c8r32
11182.6	178921	0.007	0.000	0.156	16.00	16446.0	506362	36.51	0.348	2.087	31.52	0.015	0.956	0.000	0.000	0.019	2.078	9.928	3.635	36.48	73.65		my9400_rel_o2nofp.cz12a_c8r32
11292.6	180680	0.000	0.000	0.157	16.00	16599.8	510419	50.51	0.413	2.106	31.45	0.014	0.855	0.000	0.000	0.022	1.825	10.11	3.689	37.10	73.77		my9500_rel_o2nofp.cz12a_c8r32

l.i2

l.i2: continue load after secondary indexes created with 5 inserts per transaction. 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
my5651_rel_o2nofp.cz12a_c8r320.38616.95672.16210.2810.2150.035
my5744_rel_o2nofp.cz12a_c8r320.78956.74438.8713.5620.0340.039
my8043_rel_o2nofp.cz12a_c8r320.00153.48743.2803.1530.0790.050
my8044_rel_o2nofp.cz12a_c8r320.00155.42041.3813.1590.0390.048
my8406_rel_o2nofp.cz12a_c8r320.00153.58243.1693.1850.0640.041
my8407_rel_o2nofp.cz12a_c8r3255.69541.1603.1100.0360.044
my8407_rel_o2nofp.cz12a_dw0_c8r3257.13541.5551.0870.2220.0010.106
my9400_rel_o2nofp.cz12a_c8r3253.61143.1083.2280.0530.052
my9500_rel_o2nofp.cz12a_c8r3250.31846.2823.3490.0510.031

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
my5651_rel_o2nofp.cz12a_c8r324.10974.06620.7870.9880.0510.031
my5744_rel_o2nofp.cz12a_c8r3238.39961.4530.1220.0250.0010.024
my8043_rel_o2nofp.cz12a_c8r3298.0431.8300.1220.0050.051
my8044_rel_o2nofp.cz12a_c8r3298.1191.7580.1130.0090.029
my8406_rel_o2nofp.cz12a_c8r3298.1551.7280.1080.0070.0010.068
my8407_rel_o2nofp.cz12a_c8r320.00198.2761.6150.1020.0060.032
my8407_rel_o2nofp.cz12a_dw0_c8r3299.1410.7580.0910.0090.0010.102
my9400_rel_o2nofp.cz12a_c8r3298.1451.7200.1270.0090.040
my9500_rel_o2nofp.cz12a_c8r3297.7442.0970.1490.0100.062

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
2198	0	9893	146.5	15586.5	366.3	4.501	68.240	7.092	170.668	59892	24.2	27.251	881	144.5	175.0	24.7	0.035	2190	1940	my5651_rel_o2nofp.cz12a_c8r32
3906	0	15695	245.2	21534.2	621.1	4.018	64.288	5.513	162.808	59863	31.0	15.325	635	144.6	175.1	25.1	0.039	3970	3055	my5744_rel_o2nofp.cz12a_c8r32
3906	0	10715	167.4	16427.2	477.4	2.743	43.890	4.205	125.137	96583	29.0	24.726	594	148.9	179.8	25.4	0.050	3829	2980	my8043_rel_o2nofp.cz12a_c8r32
3968	0	10903	170.4	16728.2	486.3	2.748	43.962	4.216	125.498	96100	29.2	24.218	589	148.9	179.8	25.4	0.048	3925	3535	my8044_rel_o2nofp.cz12a_c8r32
3891	0	10709	167.3	16460.2	479.0	2.752	44.036	4.230	126.052	98132	29.2	25.220	600	148.8	217.4	25.4	0.041	3840	3140	my8406_rel_o2nofp.cz12a_c8r32
4000	0	10852	169.6	16704.9	484.9	2.713	43.408	4.176	124.136	97172	29.6	24.293	592	148.9	217.5	25.4	0.044	3925	3545	my8407_rel_o2nofp.cz12a_c8r32
4255	0	11644	181.9	15866.4	275.1	2.736	43.779	3.729	66.204	111356	30.9	26.169	581	148.8	217.4	25.3	0.106	4155	3730	my8407_rel_o2nofp.cz12a_dw0_c8r32
3861	0	10658	166.5	16315.4	474.5	2.760	44.165	4.226	125.843	95973	28.9	24.857	599	148.9	217.5	24.5	0.052	3805	3375	my9400_rel_o2nofp.cz12a_c8r32
3802	0	10686	167.0	16372.4	475.2	2.811	44.968	4.306	127.973	96428	29.4	25.361	619	148.8	217.4	25.5	0.031	3750	3435	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
9866.7	149567	0.000	0.000	0.118	15.16	15550.4	374683	10.42	0.067	0.041	24.10	0.038	1.467	0.000	0.000	0.100	3.867	3.769	3.050	1.797	75.27		my5651_rel_o2nofp.cz12a_c8r32
15697.2	251155	0.000	0.000	0.176	16.00	21560.0	636728	19.36	0.090	0.117	29.53	0.032	0.320	0.000	0.000	0.130	1.280	6.420	3.680	5.259	81.04		my5744_rel_o2nofp.cz12a_c8r32
10703.7	171258	0.000	0.000	0.194	16.00	16420.6	488625	21.40	0.131	2.136	29.76	0.008	0.032	0.000	0.000	0.020	0.080	5.656	4.421	37.05	69.25		my8043_rel_o2nofp.cz12a_c8r32
10892.1	174272	0.000	0.000	0.174	16.00	16723.9	497891	12.16	0.072	1.894	29.77	0.008	0.033	0.000	0.000	0.020	0.082	5.682	4.022	33.57	69.69		my8044_rel_o2nofp.cz12a_c8r32
10699.7	171194	0.000	0.000	0.168	16.00	16432.2	489711	38.39	0.233	2.240	29.80	0.000	0.000	0.000	0.000	0.000	0.000	5.684	4.285	38.59	69.30		my8406_rel_o2nofp.cz12a_c8r32
10846.8	173548	0.000	0.000	0.158	16.00	16689.7	496121	26.98	0.161	2.025	29.72	0.008	0.473	0.000	0.000	0.010	1.184	5.910	4.065	35.54	69.45		my8407_rel_o2nofp.cz12a_c8r32
11636.2	186177	0.000	0.000	0.140	16.00	15853.2	281417	2.461	0.017	4.933	17.75	0.009	1.009	0.000	0.000	0.011	2.522	4.387	4.553	79.71	65.84		my8407_rel_o2nofp.cz12a_dw0_c8r32
10650.3	170404	0.000	0.000	0.175	16.00	16309.1	485680	2.412	0.016	2.055	29.78	0.000	0.000	0.000	0.000	0.000	0.000	5.656	4.239	35.41	68.86		my9400_rel_o2nofp.cz12a_c8r32
10675.7	170810	0.000	0.000	0.170	16.00	16359.0	486209	14.15	0.087	2.060	29.72	0.000	0.000	0.000	0.000	0.000	0.000	5.447	4.157	35.54	68.53		my9500_rel_o2nofp.cz12a_c8r32

qr100.L1

qr100.L1: 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
my5651_rel_o2nofp.cz12a_c8r3299.7590.2050.0260.009nonzero0.032
my5744_rel_o2nofp.cz12a_c8r3299.9170.0740.0040.0050.011
my8043_rel_o2nofp.cz12a_c8r3299.9800.019nonzero0.0010.012
my8044_rel_o2nofp.cz12a_c8r3299.9810.018nonzerononzero0.009
my8406_rel_o2nofp.cz12a_c8r3299.9780.021nonzerononzero0.012
my8407_rel_o2nofp.cz12a_c8r3299.9790.020nonzerononzero0.010
my8407_rel_o2nofp.cz12a_dw0_c8r3299.9760.022nonzero0.0010.011
my9400_rel_o2nofp.cz12a_c8r3299.9790.020nonzero0.0010.012
my9500_rel_o2nofp.cz12a_c8r3299.9800.020nonzerononzero0.012

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
my5651_rel_o2nofp.cz12a_c8r3247.50051.0831.4170.131
my5744_rel_o2nofp.cz12a_c8r3278.77821.2220.022
my8043_rel_o2nofp.cz12a_c8r3255.30644.6940.025
my8044_rel_o2nofp.cz12a_c8r3265.72234.2780.027
my8406_rel_o2nofp.cz12a_c8r3255.75044.2500.028
my8407_rel_o2nofp.cz12a_c8r3268.19431.8060.027
my8407_rel_o2nofp.cz12a_dw0_c8r3258.72241.2780.027
my9400_rel_o2nofp.cz12a_c8r3258.88941.1110.027
my9500_rel_o2nofp.cz12a_c8r3257.11142.8890.027

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
my5651_rel_o2nofp.cz12a_c8r321.25014.97275.6117.8890.2780.101
my5744_rel_o2nofp.cz12a_c8r3231.91767.3330.7500.012
my8043_rel_o2nofp.cz12a_c8r3290.0839.9170.012
my8044_rel_o2nofp.cz12a_c8r3292.1947.8060.012
my8406_rel_o2nofp.cz12a_c8r3290.1399.8610.011
my8407_rel_o2nofp.cz12a_c8r3292.9727.0280.011
my8407_rel_o2nofp.cz12a_dw0_c8r3290.5009.5000.011
my9400_rel_o2nofp.cz12a_c8r3290.5839.4170.012
my9500_rel_o2nofp.cz12a_c8r3290.8619.1110.0280.021

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	12027	468	7.3	1112.3	31.2	0.039	0.618	11.135	320.022	70529	12.1	5.864	80	144.5	175.0	24.7	0.032	12126	10719	my5651_rel_o2nofp.cz12a_c8r32
100	10067	466	7.3	286.0	8.3	0.046	0.740	2.860	85.385	58593	12.6	5.820	100	144.6	175.1	25.1	0.011	10127	9375	my5744_rel_o2nofp.cz12a_c8r32
100	9065	419	6.5	308.6	8.9	0.046	0.739	3.086	91.416	53700	12.9	5.924	114	148.9	179.8	25.3	0.012	9071	8943	my8043_rel_o2nofp.cz12a_c8r32
100	9115	417	6.5	305.0	8.8	0.046	0.732	3.050	90.362	53993	12.7	5.923	111	148.9	179.8	25.3	0.009	9119	8943	my8044_rel_o2nofp.cz12a_c8r32
100	8763	418	6.5	305.7	8.9	0.048	0.764	3.060	90.773	52035	12.4	5.938	113	148.8	217.4	25.4	0.012	8767	8639	my8406_rel_o2nofp.cz12a_c8r32
100	8850	418	6.5	306.8	8.9	0.047	0.755	3.068	90.764	52489	13.4	5.931	121	148.9	217.5	25.4	0.010	8863	8703	my8407_rel_o2nofp.cz12a_c8r32
100	8723	418	6.5	272.9	4.8	0.048	0.768	2.731	49.287	51760	13.4	5.934	123	148.8	217.4	25.3	0.011	8735	8543	my8407_rel_o2nofp.cz12a_dw0_c8r32
100	9075	418	6.5	306.0	8.9	0.046	0.737	3.063	90.972	53787	13.2	5.927	116	148.9	217.5	24.5	0.012	9087	8943	my9400_rel_o2nofp.cz12a_c8r32
100	9080	419	6.5	312.9	9.0	0.046	0.738	3.132	92.563	53837	12.9	5.929	114	148.8	217.4	25.5	0.012	9103	8911	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
448.5	7120.9	0.000	0.000	0.673	15.87	1111.6	31947.8	6.544	7.080	1.122	42.03	0.000	0.000	0.000	0.000	0.000	0.000	2.860	1.464	0.363	6.294		my5651_rel_o2nofp.cz12a_c8r32
446.4	7141.9	0.000	0.000	2.070	16.00	283.4	8465.4	3.811	2.158	0.263	30.87	0.000	0.000	0.000	0.000	0.000	0.000	1.403	1.629	0.922	4.131		my5744_rel_o2nofp.cz12a_c8r32
416.2	6659.4	0.000	0.000	0.925	16.00	306.0	9066.7	0.993	0.490	0.148	30.42	0.000	0.000	0.000	0.000	0.000	0.000	2.233	1.680	0.441	4.038		my8043_rel_o2nofp.cz12a_c8r32
414.5	6631.9	0.000	0.000	0.698	16.00	302.2	8956.0	0.942	0.484	0.524	30.41	0.000	0.000	0.000	0.000	0.000	0.000	2.208	1.887	0.407	5.886		my8044_rel_o2nofp.cz12a_c8r32
415.9	6654.7	0.000	0.000	0.898	16.00	303.1	8994.2	1.130	0.535	0.139	30.46	0.000	0.000	0.000	0.000	0.000	0.000	2.180	1.671	0.423	4.069		my8406_rel_o2nofp.cz12a_c8r32
414.8	6637.4	0.000	0.000	0.622	16.00	304.6	9011.5	1.051	0.519	0.541	30.37	0.000	0.000	0.000	0.000	0.000	0.000	2.328	1.806	0.385	6.280		my8407_rel_o2nofp.cz12a_c8r32
415.9	6654.0	0.000	0.000	0.999	16.00	270.5	4887.0	0.856	0.521	0.297	19.44	0.000	0.000	0.000	0.000	0.000	0.000	1.778	1.899	0.485	4.610		my8407_rel_o2nofp.cz12a_dw0_c8r32
415.6	6649.1	0.000	0.000	1.018	16.00	303.4	9014.9	0.903	0.490	0.225	30.56	0.000	0.000	0.000	0.000	0.000	0.000	1.774	1.854	0.485	4.527		my9400_rel_o2nofp.cz12a_c8r32
416.3	6660.3	0.000	0.000	0.794	16.00	310.3	9172.2	1.017	0.510	0.171	30.34	0.000	0.000	0.000	0.000	0.000	0.000	2.603	1.795	0.392	4.039		my9500_rel_o2nofp.cz12a_c8r32

qp100.L2

qp100.L2: point 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
my5651_rel_o2nofp.cz12a_c8r320.15998.3931.4420.0050.011
my5744_rel_o2nofp.cz12a_c8r320.11894.8574.9810.0440.015
my8043_rel_o2nofp.cz12a_c8r320.00994.4975.3790.1150.016
my8044_rel_o2nofp.cz12a_c8r320.01093.7906.0980.103nonzero0.025
my8406_rel_o2nofp.cz12a_c8r320.00992.7167.1550.1210.014
my8407_rel_o2nofp.cz12a_c8r320.00892.6627.2750.0560.014
my8407_rel_o2nofp.cz12a_dw0_c8r320.01092.7187.2640.0090.016
my9400_rel_o2nofp.cz12a_c8r320.00991.6968.1730.123nonzero0.016
my9500_rel_o2nofp.cz12a_c8r320.00892.8756.9960.120nonzero0.018

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
my5651_rel_o2nofp.cz12a_c8r3247.61152.3890.054
my5744_rel_o2nofp.cz12a_c8r3275.25024.7500.039
my8043_rel_o2nofp.cz12a_c8r3292.9447.0560.031
my8044_rel_o2nofp.cz12a_c8r3297.6942.3060.022
my8406_rel_o2nofp.cz12a_c8r3292.1117.8890.049
my8407_rel_o2nofp.cz12a_c8r3298.9441.0560.038
my8407_rel_o2nofp.cz12a_dw0_c8r3299.6110.3890.034
my9400_rel_o2nofp.cz12a_c8r3292.7787.2220.049
my9500_rel_o2nofp.cz12a_c8r3294.3615.6390.045

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
my5651_rel_o2nofp.cz12a_c8r320.22288.16711.0560.5560.025
my5744_rel_o2nofp.cz12a_c8r3299.9170.0830.005
my8043_rel_o2nofp.cz12a_c8r3299.8330.1670.007
my8044_rel_o2nofp.cz12a_c8r3299.7500.2500.005
my8406_rel_o2nofp.cz12a_c8r3299.7500.2500.006
my8407_rel_o2nofp.cz12a_c8r3299.7500.2500.010
my8407_rel_o2nofp.cz12a_dw0_c8r3299.9440.0280.0280.036
my9400_rel_o2nofp.cz12a_c8r3299.6940.3060.006
my9500_rel_o2nofp.cz12a_c8r3299.7500.2220.0280.046

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	1471	9971	155.7	1051.4	29.3	6.778	108.418	10.524	299.980	28281	3.9	19.226	212	144.5	175.0	24.7	0.011	1552	1024	my5651_rel_o2nofp.cz12a_c8r32
100	1351	9293	145.2	1410.5	35.1	6.879	110.069	14.105	358.969	27635	4.6	20.456	272	144.6	175.1	25.1	0.015	1408	992	my5744_rel_o2nofp.cz12a_c8r32
100	1299	9003	140.7	1290.3	36.0	6.931	110.895	12.916	368.786	27374	4.8	21.075	296	148.9	179.8	25.3	0.016	1360	944	my8043_rel_o2nofp.cz12a_c8r32
100	1289	8967	140.1	1276.7	35.7	6.957	111.308	12.767	365.175	27189	5.7	21.093	354	148.9	179.8	25.3	0.025	1360	944	my8044_rel_o2nofp.cz12a_c8r32
100	1274	8856	138.4	1282.8	35.8	6.954	111.264	12.840	367.404	27167	4.9	21.333	308	148.8	217.5	25.3	0.014	1344	928	my8406_rel_o2nofp.cz12a_c8r32
100	1279	8908	139.2	1276.0	35.6	6.966	111.449	12.760	364.706	26681	5.6	20.864	350	148.9	217.5	25.4	0.014	1344	928	my8407_rel_o2nofp.cz12a_c8r32
100	1283	8932	139.6	1127.7	18.2	6.964	111.430	11.289	186.309	26434	5.6	20.610	349	148.8	217.4	25.3	0.016	1344	944	my8407_rel_o2nofp.cz12a_dw0_c8r32
100	1269	8827	137.9	1280.7	35.7	6.956	111.299	12.807	366.041	26933	5.0	21.224	315	148.9	217.5	24.5	0.016	1344	928	my9400_rel_o2nofp.cz12a_c8r32
100	1275	8882	138.8	1280.4	35.6	6.964	111.425	12.816	365.242	27116	5.6	21.260	351	148.8	217.5	25.5	0.018	1344	944	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
9969.6	159464	0.000	0.000	0.070	15.99	1054.3	30049.5	2.905	8.881	0.313	53.87	0.000	0.000	0.000	0.000	0.000	0.000	1.209	1.352	0.752	70.89		my5651_rel_o2nofp.cz12a_c8r32
9292.1	148673	0.000	0.000	0.078	16.00	1394.2	35422.9	3.293	0.320	0.037	25.29	0.003	0.040	0.000	0.000	0.011	0.201	1.131	2.740	0.761	68.43		my5744_rel_o2nofp.cz12a_c8r32
9001.4	144022	0.000	0.000	0.077	16.00	1275.3	36417.5	3.241	0.251	0.889	28.64	0.000	0.000	0.000	0.000	0.000	0.000	2.510	2.394	1.696	65.42		my8043_rel_o2nofp.cz12a_c8r32
8966.0	143456	0.000	0.000	0.077	16.00	1260.8	36065.4	2.002	0.170	0.830	28.71	0.004	0.016	0.000	0.000	0.011	0.078	1.955	2.397	1.602	63.28		my8044_rel_o2nofp.cz12a_c8r32
8854.5	141672	0.000	0.000	0.078	16.00	1267.7	36275.3	5.034	0.367	1.044	28.70	0.001	0.007	0.000	0.000	0.001	0.017	2.526	2.384	1.859	64.28		my8406_rel_o2nofp.cz12a_c8r32
8906.2	142499	0.000	0.000	0.074	16.00	1259.8	36010.7	3.560	0.266	0.670	28.70	0.001	0.007	0.000	0.000	0.001	0.017	1.843	1.966	1.309	62.68		my8407_rel_o2nofp.cz12a_c8r32
8931.1	142898	0.000	0.000	0.070	16.00	1114.1	18394.2	0.821	0.099	0.037	16.69	0.001	0.007	0.000	0.000	0.001	0.017	2.564	1.556	0.718	62.42		my8407_rel_o2nofp.cz12a_dw0_c8r32
8826.1	141218	0.000	0.000	0.078	16.00	1265.7	36177.6	0.910	0.097	0.937	28.67	0.001	0.007	0.000	0.000	0.001	0.017	2.527	2.467	1.730	64.50		my9400_rel_o2nofp.cz12a_c8r32
8880.7	142090	0.000	0.000	0.078	16.00	1265.4	36064.7	2.513	0.210	1.017	28.59	0.001	0.007	0.000	0.000	0.001	0.017	2.604	2.451	1.796	63.07		my9500_rel_o2nofp.cz12a_c8r32

qr500.L3

qr500.L3: 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
my5651_rel_o2nofp.cz12a_c8r3299.0610.8260.1010.0130.011
my5744_rel_o2nofp.cz12a_c8r3299.8920.0790.0180.0110.011
my8043_rel_o2nofp.cz12a_c8r3299.9650.0330.0010.0010.010
my8044_rel_o2nofp.cz12a_c8r3299.9670.0320.001nonzero0.010
my8406_rel_o2nofp.cz12a_c8r3299.9590.0390.0010.0010.009
my8407_rel_o2nofp.cz12a_c8r3299.9640.0350.001nonzero0.009
my8407_rel_o2nofp.cz12a_dw0_c8r3299.9580.0410.0010.0010.012
my9400_rel_o2nofp.cz12a_c8r3299.9630.0350.0010.0010.011
my9500_rel_o2nofp.cz12a_c8r3299.9640.0340.0010.0010.011

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
my5651_rel_o2nofp.cz12a_c8r320.06761.70038.2330.056
my5744_rel_o2nofp.cz12a_c8r320.16796.9782.8560.028
my8043_rel_o2nofp.cz12a_c8r3292.8007.2000.030
my8044_rel_o2nofp.cz12a_c8r3293.5116.4830.0060.318
my8406_rel_o2nofp.cz12a_c8r3292.6677.3280.0060.309
my8407_rel_o2nofp.cz12a_c8r3299.8390.1610.053
my8407_rel_o2nofp.cz12a_dw0_c8r320.01191.7338.2500.0060.326
my9400_rel_o2nofp.cz12a_c8r3291.8448.1560.027
my9500_rel_o2nofp.cz12a_c8r3292.1447.8500.0060.345

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
my5651_rel_o2nofp.cz12a_c8r322.6727.34488.8671.1170.028
my5744_rel_o2nofp.cz12a_c8r3230.08969.6780.2330.013
my8043_rel_o2nofp.cz12a_c8r3298.9721.0280.012
my8044_rel_o2nofp.cz12a_c8r3299.1170.8830.014
my8406_rel_o2nofp.cz12a_c8r3298.8781.1220.011
my8407_rel_o2nofp.cz12a_c8r3299.9670.0280.0060.052
my8407_rel_o2nofp.cz12a_dw0_c8r3298.5781.4220.014
my9400_rel_o2nofp.cz12a_c8r3299.2830.7170.011
my9500_rel_o2nofp.cz12a_c8r3299.0000.9940.0060.022

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
500	11348	2408	37.4	2379.5	68.5	0.212	3.379	4.762	140.294	72992	15.0	6.432	106	144.5	175.0	24.7	0.011	11439	9999	my5651_rel_o2nofp.cz12a_c8r32
500	9902	2377	37.1	2346.4	67.7	0.240	3.841	4.693	138.577	61762	14.3	6.237	116	144.6	175.1	25.1	0.011	9967	8383	my5744_rel_o2nofp.cz12a_c8r32
500	8951	2416	37.7	2466.0	71.0	0.270	4.318	4.935	145.491	61084	14.9	6.824	133	148.9	179.8	25.3	0.010	8959	8799	my8043_rel_o2nofp.cz12a_c8r32
500	9012	2412	37.7	2470.5	71.2	0.268	4.282	4.944	145.851	61428	15.4	6.816	137	148.9	179.8	25.3	0.010	9023	8879	my8044_rel_o2nofp.cz12a_c8r32
500	8658	2412	37.7	2461.5	71.0	0.279	4.457	4.923	145.412	59504	15.4	6.872	142	148.8	217.5	25.3	0.009	8671	8527	my8406_rel_o2nofp.cz12a_c8r32
500	8759	2413	37.7	2480.6	71.3	0.275	4.407	4.961	146.097	60016	15.4	6.852	141	148.9	217.6	25.3	0.009	8767	8639	my8407_rel_o2nofp.cz12a_c8r32
500	8673	2419	37.8	2198.2	37.5	0.279	4.462	4.396	76.755	59831	15.4	6.899	142	148.8	217.5	25.3	0.012	8687	8527	my8407_rel_o2nofp.cz12a_dw0_c8r32
500	9059	2412	37.7	2468.4	71.1	0.266	4.261	4.937	145.635	61885	15.2	6.831	134	148.9	217.6	24.5	0.011	9071	8927	my9400_rel_o2nofp.cz12a_c8r32
500	8965	2412	37.7	2478.9	71.2	0.269	4.304	4.961	145.920	61793	15.6	6.893	139	148.8	217.5	25.5	0.011	8975	8815	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
2383.1	37942.1	0.000	0.000	0.325	15.92	2384.7	70250.9	4.287	0.343	0.071	31.63	0.007	0.027	0.000	0.000	0.017	0.134	1.460	1.390	0.859	13.03		my5651_rel_o2nofp.cz12a_c8r32
2353.4	37654.9	0.000	0.000	0.686	16.00	2350.4	69407.1	4.328	0.264	0.065	30.09	0.003	0.033	0.000	0.000	0.011	0.167	1.530	1.726	1.673	12.01		my5744_rel_o2nofp.cz12a_c8r32
2409.9	38557.8	0.000	0.000	0.575	16.00	2471.8	72868.7	5.630	0.243	0.236	30.06	0.011	0.045	0.000	0.000	0.042	0.223	1.916	1.510	1.869	13.33		my8043_rel_o2nofp.cz12a_c8r32
2406.3	38500.2	0.000	0.000	0.517	16.00	2476.1	73044.6	3.346	0.152	0.343	30.09	0.006	0.025	0.000	0.000	0.022	0.123	2.049	1.637	1.895	13.88		my8044_rel_o2nofp.cz12a_c8r32
2406.2	38498.6	0.000	0.000	0.561	16.00	2467.1	72868.3	9.365	0.391	0.292	30.12	0.006	0.914	0.000	0.000	0.017	4.568	1.904	1.428	1.903	13.37		my8406_rel_o2nofp.cz12a_c8r32
2407.2	38515.5	0.000	0.000	0.430	16.00	2486.4	73214.7	6.686	0.280	0.374	30.04	0.003	0.027	0.000	0.000	0.011	0.134	2.426	1.761	1.790	13.28		my8407_rel_o2nofp.cz12a_c8r32
2413.1	38609.4	0.000	0.000	0.529	16.00	2203.2	38459.9	0.890	0.055	0.142	18.24	0.000	0.000	0.000	0.000	0.000	0.000	2.874	1.612	1.556	11.48		my8407_rel_o2nofp.cz12a_dw0_c8r32
2406.9	38510.4	0.000	0.000	0.590	16.00	2474.0	72979.4	1.084	0.063	0.226	30.10	0.003	0.011	0.000	0.000	0.006	0.056	1.982	1.592	1.882	13.12		my9400_rel_o2nofp.cz12a_c8r32
2406.1	38497.3	0.000	0.000	0.493	16.00	2484.6	73079.5	3.988	0.179	0.281	29.98	0.000	0.000	0.000	0.000	0.000	0.000	2.785	1.695	1.737	12.81		my9500_rel_o2nofp.cz12a_c8r32

qp500.L4

qp500.L4: point 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
my5651_rel_o2nofp.cz12a_c8r320.01181.78017.9880.220nonzero0.020
my5744_rel_o2nofp.cz12a_c8r320.00582.67517.0120.3080.0010.024
my8043_rel_o2nofp.cz12a_c8r32nonzero88.37711.0380.5830.0020.023
my8044_rel_o2nofp.cz12a_c8r32nonzero87.71011.7080.5810.0010.038
my8406_rel_o2nofp.cz12a_c8r320.00185.18314.2240.5910.0020.025
my8407_rel_o2nofp.cz12a_c8r32nonzero85.99413.4030.6010.0010.023
my8407_rel_o2nofp.cz12a_dw0_c8r32nonzero85.80613.8890.3030.0010.022
my9400_rel_o2nofp.cz12a_c8r32nonzero85.69413.6970.6070.0020.029
my9500_rel_o2nofp.cz12a_c8r32nonzero85.79813.6010.5990.002nonzero0.128

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
my5651_rel_o2nofp.cz12a_c8r320.00653.75644.1562.0830.095
my5744_rel_o2nofp.cz12a_c8r320.00689.36110.6280.0060.077
my8043_rel_o2nofp.cz12a_c8r3298.4391.5610.059
my8044_rel_o2nofp.cz12a_c8r3289.97210.0280.057
my8406_rel_o2nofp.cz12a_c8r3293.1336.8670.047
my8407_rel_o2nofp.cz12a_c8r3293.2176.7830.046
my8407_rel_o2nofp.cz12a_dw0_c8r3293.5726.4280.035
my9400_rel_o2nofp.cz12a_c8r3294.8395.1610.058
my9500_rel_o2nofp.cz12a_c8r3293.2396.7610.047

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
my5651_rel_o2nofp.cz12a_c8r320.06721.78362.29415.8440.0110.065
my5744_rel_o2nofp.cz12a_c8r320.64499.0560.3000.012
my8043_rel_o2nofp.cz12a_c8r3299.8610.1390.015
my8044_rel_o2nofp.cz12a_c8r3299.9170.0780.0060.017
my8406_rel_o2nofp.cz12a_c8r3299.8890.1110.009
my8407_rel_o2nofp.cz12a_c8r3299.6170.3780.0060.017
my8407_rel_o2nofp.cz12a_dw0_c8r3299.4170.5780.0060.021
my9400_rel_o2nofp.cz12a_c8r3299.8670.1280.0060.019
my9500_rel_o2nofp.cz12a_c8r3299.8830.1110.0060.022

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
500	1145	11219	175.1	4112.1	113.2	9.798	156.577	8.229	232.056	32298	9.2	28.208	643	144.5	175.0	24.7	0.020	1168	800	my5651_rel_o2nofp.cz12a_c8r32
500	1110	11052	172.7	4533.6	111.1	9.953	159.251	9.073	227.608	33894	6.7	30.524	483	144.6	175.1	25.1	0.024	1120	832	my5744_rel_o2nofp.cz12a_c8r32
500	1130	11197	175.0	4024.7	113.8	9.906	158.503	8.049	233.163	38177	7.6	33.776	538	148.9	179.8	25.3	0.023	1168	944	my8043_rel_o2nofp.cz12a_c8r32
500	1128	11173	174.6	4026.6	114.0	9.909	158.548	8.058	233.597	38289	7.8	33.960	553	148.9	179.8	25.3	0.038	1152	928	my8044_rel_o2nofp.cz12a_c8r32
500	1110	11059	172.8	4017.2	113.9	9.963	159.413	8.034	233.258	38510	7.7	34.694	555	148.8	217.6	25.3	0.025	1136	928	my8406_rel_o2nofp.cz12a_c8r32
500	1117	11089	173.3	4035.6	114.1	9.928	158.851	8.071	233.686	38611	7.8	34.570	559	148.9	217.7	25.3	0.023	1152	928	my8407_rel_o2nofp.cz12a_c8r32
500	1137	11242	175.7	3566.2	58.8	9.888	158.201	7.132	120.400	37253	7.7	32.764	542	148.8	217.6	25.3	0.022	1168	928	my8407_rel_o2nofp.cz12a_dw0_c8r32
500	1112	11078	173.1	4021.7	113.9	9.958	159.336	8.043	233.222	38227	7.7	34.364	554	148.9	217.7	24.5	0.029	1136	928	my9400_rel_o2nofp.cz12a_c8r32
500	1115	11082	173.2	4037.5	114.0	9.935	158.965	8.075	233.436	38360	7.8	34.391	559	148.8	217.6	25.5	0.128	1152	912	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
11223.2	179352	0.000	0.000	0.076	15.98	4096.3	115716	4.256	0.109	0.042	28.75	0.007	0.027	0.000	0.000	0.019	0.134	1.486	2.368	1.031	71.48		my5651_rel_o2nofp.cz12a_c8r32
11052.5	176840	0.000	0.000	0.087	16.00	4520.9	113370	4.521	0.101	0.059	25.44	0.003	0.033	0.000	0.000	0.014	0.167	1.842	3.096	1.237	73.36		my5744_rel_o2nofp.cz12a_c8r32
11198.4	179175	0.000	0.000	0.084	16.00	4011.4	116205	9.441	0.235	1.284	28.99	0.003	0.011	0.000	0.000	0.006	0.056	2.588	2.784	5.909	71.66		my8043_rel_o2nofp.cz12a_c8r32
11174.0	178784	0.000	0.000	0.085	16.00	4014.0	116374	5.229	0.131	1.327	29.01	0.003	0.013	0.000	0.000	0.008	0.067	2.359	2.858	6.094	69.38		my8044_rel_o2nofp.cz12a_c8r32
11060.3	176965	0.000	0.000	0.084	16.00	4003.4	116237	16.28	0.405	1.474	29.05	0.019	3.198	0.000	0.000	0.061	15.99	2.401	2.754	6.614	70.57		my8406_rel_o2nofp.cz12a_c8r32
11089.7	177435	0.000	0.000	0.085	16.00	4021.5	116445	11.31	0.280	1.435	28.97	0.010	0.080	0.000	0.000	0.042	0.401	2.587	2.903	6.523	69.11		my8407_rel_o2nofp.cz12a_c8r32
11243.1	179890	0.000	0.000	0.079	16.00	3553.5	59998.8	0.896	0.025	1.208	16.91	0.004	0.452	0.000	0.000	0.025	2.262	2.496	2.883	4.944	68.00		my8407_rel_o2nofp.cz12a_dw0_c8r32
11078.9	177262	0.000	0.000	0.085	16.00	4007.8	116219	1.152	0.030	1.428	29.02	0.008	0.031	0.000	0.000	0.036	0.156	2.467	2.971	6.440	70.70		my9400_rel_o2nofp.cz12a_c8r32
11082.9	177326	0.000	0.000	0.084	16.00	4024.8	116359	6.599	0.165	1.456	28.93	0.004	0.203	0.000	0.000	0.011	1.014	2.563	2.939	6.582	69.37		my9500_rel_o2nofp.cz12a_c8r32

qr1000.L5

qr1000.L5: 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
my5651_rel_o2nofp.cz12a_c8r3298.1441.6500.1920.0140.016
my5744_rel_o2nofp.cz12a_c8r3299.8770.0980.0140.0110.012
my8043_rel_o2nofp.cz12a_c8r3299.9460.0520.0020.0010.010
my8044_rel_o2nofp.cz12a_c8r3299.9480.0500.002nonzero0.010
my8406_rel_o2nofp.cz12a_c8r3299.9370.0610.0020.0010.010
my8407_rel_o2nofp.cz12a_c8r3299.9400.0580.0020.0010.009
my8407_rel_o2nofp.cz12a_dw0_c8r3299.9380.0590.0020.0010.011
my9400_rel_o2nofp.cz12a_c8r3299.9450.0530.002nonzerononzero0.036
my9500_rel_o2nofp.cz12a_c8r3299.9430.0550.002nonzero0.009

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
my5651_rel_o2nofp.cz12a_c8r320.23973.41726.3110.0330.094
my5744_rel_o2nofp.cz12a_c8r320.77598.7640.4610.036
my8043_rel_o2nofp.cz12a_c8r320.06797.5892.3440.050
my8044_rel_o2nofp.cz12a_c8r320.05398.2311.7170.032
my8406_rel_o2nofp.cz12a_c8r320.04498.1061.8500.035
my8407_rel_o2nofp.cz12a_c8r320.02297.7312.2470.033
my8407_rel_o2nofp.cz12a_dw0_c8r320.06197.3782.5610.046
my9400_rel_o2nofp.cz12a_c8r320.02298.4941.4830.041
my9500_rel_o2nofp.cz12a_c8r320.04498.4691.4860.035

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
my5651_rel_o2nofp.cz12a_c8r320.45028.55669.8251.1690.041
my5744_rel_o2nofp.cz12a_c8r3213.30884.7081.9830.015
my8043_rel_o2nofp.cz12a_c8r3299.6060.3940.012
my8044_rel_o2nofp.cz12a_c8r3299.6670.3330.011
my8406_rel_o2nofp.cz12a_c8r3299.7750.2250.011
my8407_rel_o2nofp.cz12a_c8r3299.7440.2560.011
my8407_rel_o2nofp.cz12a_dw0_c8r3299.6170.3750.0080.034
my9400_rel_o2nofp.cz12a_c8r3299.6390.3530.0080.039
my9500_rel_o2nofp.cz12a_c8r3299.7750.2190.0060.038

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
999	10547	4290	66.6	5092.2	145.5	0.407	6.467	5.095	149.086	75136	17.7	7.124	134	144.5	175.0	24.7	0.016	10687	7775	my5651_rel_o2nofp.cz12a_c8r32
999	9779	4240	66.2	5157.8	147.4	0.434	6.937	5.161	151.017	66282	17.2	6.778	141	144.6	175.1	25.1	0.012	9855	8415	my5744_rel_o2nofp.cz12a_c8r32
1000	8896	4245	66.3	5217.8	149.3	0.477	7.635	5.218	152.881	70492	17.7	7.924	159	148.9	179.8	25.3	0.010	8911	8735	my8043_rel_o2nofp.cz12a_c8r32
1000	8965	4244	66.3	5206.1	149.1	0.473	7.574	5.206	152.674	70734	18.5	7.890	165	148.9	179.8	25.3	0.010	8975	8799	my8044_rel_o2nofp.cz12a_c8r32
1000	8618	4247	66.4	5205.3	149.2	0.493	7.885	5.205	152.773	68785	17.9	7.982	166	148.8	217.8	25.3	0.010	8623	8447	my8406_rel_o2nofp.cz12a_c8r32
1000	8612	4250	66.4	5226.2	149.4	0.493	7.895	5.226	153.028	68764	18.4	7.985	171	148.9	217.9	25.3	0.009	8623	8463	my8407_rel_o2nofp.cz12a_c8r32
1000	8622	4246	66.3	4622.3	77.7	0.492	7.878	4.622	79.572	69043	18.2	8.007	169	148.8	217.8	25.3	0.011	8639	8447	my8407_rel_o2nofp.cz12a_dw0_c8r32
1000	8953	4247	66.4	5213.8	149.3	0.474	7.590	5.214	152.871	71036	17.9	7.935	160	148.9	217.8	24.5	0.036	8959	8783	my9400_rel_o2nofp.cz12a_c8r32
1000	8894	4248	66.4	5222.1	149.2	0.478	7.642	5.222	152.800	70301	18.6	7.904	167	148.8	217.8	25.5	0.009	8911	8735	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
4268.2	67864.5	0.000	0.000	0.173	15.90	5087.3	148857	6.525	0.130	0.034	29.34	0.014	0.058	0.000	0.000	0.042	0.290	2.240	1.504	0.892	21.93		my5651_rel_o2nofp.cz12a_c8r32
4217.2	67475.5	0.000	0.000	0.357	16.00	5161.9	151046	5.646	0.112	0.048	29.32	0.002	0.027	0.000	0.000	0.006	0.134	2.170	1.514	1.713	18.95		my5744_rel_o2nofp.cz12a_c8r32
4240.1	67842.1	0.000	0.000	0.408	16.00	5226.3	153126	9.270	0.181	0.243	29.37	0.001	0.004	0.000	0.000	0.003	0.022	2.237	1.330	2.799	21.19		my8043_rel_o2nofp.cz12a_c8r32
4238.7	67818.9	0.000	0.000	0.317	16.00	5214.5	152914	5.220	0.103	0.268	29.39	0.001	0.004	0.000	0.000	0.003	0.022	2.238	1.456	2.563	21.39		my8044_rel_o2nofp.cz12a_c8r32
4241.8	67868.4	0.000	0.000	0.287	16.00	5213.9	153019	16.56	0.322	0.273	29.41	0.020	3.113	0.000	0.000	0.045	15.24	2.280	1.347	2.559	21.74		my8406_rel_o2nofp.cz12a_c8r32
4244.5	67912.4	0.000	0.000	0.381	16.00	5235.3	153289	11.53	0.224	0.257	29.34	0.017	0.136	0.000	0.000	0.042	0.643	2.219	1.358	2.781	21.23		my8407_rel_o2nofp.cz12a_c8r32
4239.9	67838.5	0.000	0.000	0.442	16.00	4630.4	79701.5	0.997	0.024	0.158	17.30	0.008	0.782	0.000	0.000	0.029	3.673	2.245	1.661	2.438	20.30		my8407_rel_o2nofp.cz12a_dw0_c8r32
4242.0	67871.1	0.000	0.000	0.303	16.00	5222.4	153119	1.182	0.025	0.279	29.39	0.013	0.056	0.000	0.000	0.039	0.249	2.298	1.503	2.512	21.63		my9400_rel_o2nofp.cz12a_c8r32
4242.7	67883.4	0.000	0.000	0.274	16.00	5230.7	153044	6.422	0.126	0.300	29.32	0.013	0.615	0.000	0.000	0.045	2.956	2.345	1.560	2.538	21.89		my9500_rel_o2nofp.cz12a_c8r32

qp1000.L6

qp1000.L6: point 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
my5651_rel_o2nofp.cz12a_c8r32nonzero48.81250.3010.8850.0010.033
my5744_rel_o2nofp.cz12a_c8r32nonzero75.46323.8350.7000.0010.026
my8043_rel_o2nofp.cz12a_c8r32nonzero77.00521.9171.0700.0080.029
my8044_rel_o2nofp.cz12a_c8r3275.94322.9871.0630.0070.028
my8406_rel_o2nofp.cz12a_c8r3272.45726.4541.0800.008nonzero0.069
my8407_rel_o2nofp.cz12a_c8r3272.70926.2081.0780.0050.027
my8407_rel_o2nofp.cz12a_dw0_c8r3273.01926.4980.4750.0080.045
my9400_rel_o2nofp.cz12a_c8r3272.75526.1501.0870.0080.041
my9500_rel_o2nofp.cz12a_c8r3272.80926.1061.0790.006nonzero0.122

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
my5651_rel_o2nofp.cz12a_c8r320.00656.38140.9252.6890.172
my5744_rel_o2nofp.cz12a_c8r320.00691.7368.2580.055
my8043_rel_o2nofp.cz12a_c8r320.00393.5786.4140.0060.065
my8044_rel_o2nofp.cz12a_c8r3293.8726.1280.057
my8406_rel_o2nofp.cz12a_c8r3295.1224.8750.0030.258
my8407_rel_o2nofp.cz12a_c8r3294.6615.3360.0030.300
my8407_rel_o2nofp.cz12a_dw0_c8r3297.7922.2080.049
my9400_rel_o2nofp.cz12a_c8r3294.9445.0470.0060.0030.444
my9500_rel_o2nofp.cz12a_c8r3295.1334.8640.0030.245

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
my5651_rel_o2nofp.cz12a_c8r320.30333.01149.80616.8500.0310.090
my5744_rel_o2nofp.cz12a_c8r320.21797.2442.5360.0030.018
my8043_rel_o2nofp.cz12a_c8r3299.8500.1470.0030.016
my8044_rel_o2nofp.cz12a_c8r3299.8030.1970.016
my8406_rel_o2nofp.cz12a_c8r3299.7250.2640.0080.0030.257
my8407_rel_o2nofp.cz12a_c8r3299.8140.1810.0030.0030.300
my8407_rel_o2nofp.cz12a_dw0_c8r3299.8420.1530.0060.041
my9400_rel_o2nofp.cz12a_c8r3299.7720.2250.0030.026
my9500_rel_o2nofp.cz12a_c8r3299.8640.1280.0080.046

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
999	856	12077	188.3	8946.4	180.6	14.107	225.216	8.952	185.090	45697	12.0	53.379	1121	144.5	175.0	24.7	0.033	848	720	my5651_rel_o2nofp.cz12a_c8r32
999	1001	13212	206.4	6860.8	181.9	13.204	211.259	6.865	186.377	37070	9.2	37.048	736	144.6	175.1	25.1	0.026	1008	864	my5744_rel_o2nofp.cz12a_c8r32
1000	1011	13266	207.3	6535.6	185.0	13.123	209.967	6.536	189.467	50566	10.5	50.021	831	148.9	179.8	25.3	0.029	1024	912	my8043_rel_o2nofp.cz12a_c8r32
1000	1010	13257	207.1	6532.4	185.1	13.132	210.115	6.532	189.574	50222	10.5	49.749	832	148.9	179.8	25.3	0.028	1024	928	my8044_rel_o2nofp.cz12a_c8r32
1000	996	13148	205.4	6510.7	184.8	13.207	211.317	6.511	189.209	51788	10.7	52.023	860	148.8	218.0	25.3	0.069	1008	912	my8406_rel_o2nofp.cz12a_c8r32
1000	999	13171	205.8	6531.0	184.8	13.190	211.034	6.531	189.258	50854	10.6	50.925	849	148.9	218.0	25.3	0.027	1008	912	my8407_rel_o2nofp.cz12a_c8r32
1000	1035	13451	210.2	5805.9	95.7	12.997	207.952	5.806	98.016	49490	10.5	47.821	812	148.8	217.9	25.3	0.045	1040	928	my8407_rel_o2nofp.cz12a_dw0_c8r32
1000	997	13162	205.7	6516.9	184.7	13.201	211.222	6.517	189.130	50715	10.6	50.867	851	148.9	218.0	24.5	0.041	1008	912	my9400_rel_o2nofp.cz12a_c8r32
1000	999	13174	205.8	6545.3	185.0	13.188	211.015	6.545	189.391	50819	10.7	50.875	857	148.8	218.0	25.5	0.122	1008	912	my9500_rel_o2nofp.cz12a_c8r32

Average values from iostat.

r/s	rkB/s	rrqm/s	%rrqm	r_await	rareq-s	w/s	wkB/s	wrqm/s	%wrqm	w_await	wareq-s	d/s	dkB/s	drqm/s	%drqm	d_await	dareq-s	f/s	f_await	aqu-sz	%util	
12081.6	192876	0.000	0.000	0.095	15.96	8930.4	184625	5.477	0.062	0.031	20.77	0.026	0.103	0.000	0.000	0.072	0.513	2.016	3.038	1.424	76.56		my5651_rel_o2nofp.cz12a_c8r32
13213.8	211421	0.000	0.000	0.096	16.00	6849.6	185997	6.064	0.090	0.070	27.25	0.002	0.027	0.000	0.000	0.006	0.134	2.126	3.100	1.752	77.70		my5744_rel_o2nofp.cz12a_c8r32
13268.7	212299	0.000	0.000	0.099	16.00	6524.9	189166	14.82	0.226	1.489	29.00	0.001	0.004	0.000	0.000	0.003	0.022	2.528	2.922	10.87	76.56		my8043_rel_o2nofp.cz12a_c8r32
13259.9	212159	0.000	0.000	0.097	16.00	6520.7	189245	7.914	0.122	1.426	29.03	0.002	0.007	0.000	0.000	0.003	0.033	2.548	2.908	10.46	74.63		my8044_rel_o2nofp.cz12a_c8r32
13150.7	210411	0.000	0.000	0.095	16.00	6498.2	188858	26.41	0.404	1.656	29.07	0.025	3.844	0.000	0.000	0.113	18.89	2.563	2.902	11.86	75.62		my8406_rel_o2nofp.cz12a_c8r32
13173.9	210782	0.000	0.000	0.093	16.00	6521.5	188994	17.93	0.274	1.604	28.99	0.020	0.158	0.000	0.000	0.074	0.754	2.508	2.878	11.55	74.33		my8407_rel_o2nofp.cz12a_c8r32
13454.0	215263	0.000	0.000	0.086	16.00	5797.1	97878.3	0.979	0.016	1.896	16.89	0.016	1.686	0.000	0.000	0.055	8.197	2.396	2.949	11.89	73.01		my8407_rel_o2nofp.cz12a_dw0_c8r32
13164.4	210631	0.000	0.000	0.094	16.00	6506.2	188829	1.168	0.018	1.603	29.03	0.010	0.042	0.000	0.000	0.028	0.182	2.519	2.971	11.53	75.57		my9400_rel_o2nofp.cz12a_c8r32
13176.8	210828	0.000	0.000	0.097	16.00	6532.8	189041	10.08	0.154	1.604	28.94	0.018	0.905	0.000	0.000	0.057	4.405	2.547	2.896	11.62	74.56		my9500_rel_o2nofp.cz12a_c8r32

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
177148	0	1496	5.8	1159.6	63.5	0.008	0.034	0.007	0.367	23812	19.6	0.134	9	52.6	83.1	24.7	0.222	177976	143381	my5651_rel_o2nofp.cz12a_c8r32
160642	0	0	0.0	1063.3	57.8	0.000	0.000	0.007	0.369	18897	19.4	0.118	10	52.6	83.1	25.0	0.161	160578	149979	my5744_rel_o2nofp.cz12a_c8r32
109860	0	0	0.0	745.0	41.2	0.000	0.000	0.007	0.384	13601	17.2	0.124	13	52.4	83.0	25.3	0.341	109786	102585	my8043_rel_o2nofp.cz12a_c8r32
110072	0	0	0.0	746.5	41.3	0.000	0.000	0.007	0.384	13604	17.2	0.124	13	52.4	83.0	25.3	0.334	110082	102785	my8044_rel_o2nofp.cz12a_c8r32
108006	0	0	0.0	732.5	40.5	0.000	0.000	0.007	0.384	13387	17.2	0.124	13	52.4	120.1	25.3	0.340	107987	100687	my8406_rel_o2nofp.cz12a_c8r32
105416	0	0	0.0	715.5	39.6	0.000	0.000	0.007	0.384	13046	17.2	0.124	13	52.4	120.1	25.3	0.337	105288	98187	my8407_rel_o2nofp.cz12a_c8r32
108533	0	0	0.0	677.8	33.6	0.000	0.000	0.006	0.317	13271	17.2	0.122	13	52.4	120.1	25.2	0.347	108585	100985	my8407_rel_o2nofp.cz12a_dw0_c8r32
108430	0	0	0.0	735.6	40.7	0.000	0.000	0.007	0.384	13422	17.2	0.124	13	52.4	120.1	25.3	0.318	108386	101387	my9400_rel_o2nofp.cz12a_c8r32
106482	0	0	0.0	730.4	40.4	0.000	0.000	0.007	0.388	14060	17.2	0.132	13	52.4	120.1	25.4	0.325	106485	98787	my9500_rel_o2nofp.cz12a_c8r32

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
112233	0	1216	111.6	1791.4	145.3	0.011	1.019	0.016	1.325	2299	10.1	0.020	7	111.4	141.9	24.8	0.004	NA	NA	my5651_rel_o2nofp.cz12a_c8r32
159077	0	1677	155.8	2412.2	189.5	0.011	1.003	0.015	1.220	8900	11.6	0.056	6	121.1	151.7	25.1	0.001	NA	NA	my5744_rel_o2nofp.cz12a_c8r32
293578	0	4074	400.3	8863.5	447.7	0.014	1.396	0.030	1.562	20887	40.6	0.071	11	120.7	151.3	25.4	0.002	NA	NA	my8043_rel_o2nofp.cz12a_c8r32
289855	0	4016	395.3	8753.0	442.0	0.014	1.396	0.030	1.562	20348	41.5	0.070	11	120.7	151.3	25.4	0.002	NA	NA	my8044_rel_o2nofp.cz12a_c8r32
292826	0	4061	401.1	8843.8	446.9	0.014	1.403	0.030	1.563	20731	40.2	0.071	11	120.7	188.4	25.4	0.002	NA	NA	my8406_rel_o2nofp.cz12a_c8r32
297398	0	4121	407.3	8983.2	453.6	0.014	1.402	0.030	1.562	21046	41.5	0.071	11	120.7	188.4	25.4	0.001	NA	NA	my8407_rel_o2nofp.cz12a_c8r32
299738	0	4154	411.1	8841.7	434.6	0.014	1.404	0.029	1.485	21979	41.6	0.073	11	120.7	188.4	25.4	0.001	NA	NA	my8407_rel_o2nofp.cz12a_dw0_c8r32
300526	0	4115	401.0	9087.4	458.6	0.014	1.366	0.030	1.563	21351	41.2	0.071	11	120.7	188.4	25.4	0.002	NA	NA	my9400_rel_o2nofp.cz12a_c8r32
309119	0	4291	423.9	9351.9	471.9	0.014	1.404	0.030	1.563	21635	41.5	0.070	11	120.7	188.4	25.6	0.002	NA	NA	my9500_rel_o2nofp.cz12a_c8r32

l.i1

l.i1: continue load after secondary indexes created with 50 inserts per transaction

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
1975	0	9384	145.8	16394.7	382.2	4.751	75.581	8.300	198.112	45500	16.5	23.034	668	144.5	175.0	24.7	0.697	1850	1200	my5651_rel_o2nofp.cz12a_c8r32
3003	0	13870	216.7	18840.3	560.2	4.619	73.901	6.274	191.029	36919	22.2	12.294	591	144.6	175.1	25.1	0.113	3000	1600	my5744_rel_o2nofp.cz12a_c8r32
3077	0	11433	178.6	16737.9	503.5	3.716	59.453	5.440	167.563	76647	21.6	24.910	562	148.8	179.5	25.4	0.432	2900	1750	my8043_rel_o2nofp.cz12a_c8r32
3074	0	11435	178.7	16790.9	505.3	3.719	59.506	5.461	168.300	75710	21.7	24.625	565	148.8	179.6	25.4	0.474	2900	1750	my8044_rel_o2nofp.cz12a_c8r32
3051	0	11382	177.8	16681.4	502.3	3.730	59.687	5.467	168.586	78250	21.6	25.646	566	148.7	216.9	25.4	0.506	2900	1700	my8406_rel_o2nofp.cz12a_c8r32
3035	0	11308	176.7	16592.3	498.6	3.726	59.614	5.467	168.240	76794	21.6	25.304	569	148.7	217.1	25.4	0.500	2850	1700	my8407_rel_o2nofp.cz12a_c8r32
3308	0	12284	191.9	15972.1	298.2	3.713	59.405	4.828	92.304	89089	22.8	26.927	551	148.7	217.0	25.3	0.431	3150	1850	my8407_rel_o2nofp.cz12a_dw0_c8r32
2994	0	11170	174.5	16392.6	493.1	3.731	59.694	5.475	168.660	75995	21.4	25.383	572	148.7	217.0	24.5	0.477	2850	1650	my9400_rel_o2nofp.cz12a_c8r32
3026	0	11282	176.3	16545.3	497.1	3.729	59.659	5.468	168.228	76245	21.7	25.199	574	148.8	217.1	25.5	0.493	2850	1700	my9500_rel_o2nofp.cz12a_c8r32

l.i2

l.i2: continue load after secondary indexes created with 5 inserts per transaction

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
2198	0	9893	146.5	15586.5	366.3	4.501	68.240	7.092	170.668	59892	24.2	27.251	881	144.5	175.0	24.7	0.035	2190	1940	my5651_rel_o2nofp.cz12a_c8r32
3906	0	15695	245.2	21534.2	621.1	4.018	64.288	5.513	162.808	59863	31.0	15.325	635	144.6	175.1	25.1	0.039	3970	3055	my5744_rel_o2nofp.cz12a_c8r32
3906	0	10715	167.4	16427.2	477.4	2.743	43.890	4.205	125.137	96583	29.0	24.726	594	148.9	179.8	25.4	0.050	3829	2980	my8043_rel_o2nofp.cz12a_c8r32
3968	0	10903	170.4	16728.2	486.3	2.748	43.962	4.216	125.498	96100	29.2	24.218	589	148.9	179.8	25.4	0.048	3925	3535	my8044_rel_o2nofp.cz12a_c8r32
3891	0	10709	167.3	16460.2	479.0	2.752	44.036	4.230	126.052	98132	29.2	25.220	600	148.8	217.4	25.4	0.041	3840	3140	my8406_rel_o2nofp.cz12a_c8r32
4000	0	10852	169.6	16704.9	484.9	2.713	43.408	4.176	124.136	97172	29.6	24.293	592	148.9	217.5	25.4	0.044	3925	3545	my8407_rel_o2nofp.cz12a_c8r32
4255	0	11644	181.9	15866.4	275.1	2.736	43.779	3.729	66.204	111356	30.9	26.169	581	148.8	217.4	25.3	0.106	4155	3730	my8407_rel_o2nofp.cz12a_dw0_c8r32
3861	0	10658	166.5	16315.4	474.5	2.760	44.165	4.226	125.843	95973	28.9	24.857	599	148.9	217.5	24.5	0.052	3805	3375	my9400_rel_o2nofp.cz12a_c8r32
3802	0	10686	167.0	16372.4	475.2	2.811	44.968	4.306	127.973	96428	29.4	25.361	619	148.8	217.4	25.5	0.031	3750	3435	my9500_rel_o2nofp.cz12a_c8r32

qr100.L1

qr100.L1: 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	12027	468	7.3	1112.3	31.2	0.039	0.618	11.135	320.022	70529	12.1	5.864	80	144.5	175.0	24.7	0.032	12126	10719	my5651_rel_o2nofp.cz12a_c8r32
100	10067	466	7.3	286.0	8.3	0.046	0.740	2.860	85.385	58593	12.6	5.820	100	144.6	175.1	25.1	0.011	10127	9375	my5744_rel_o2nofp.cz12a_c8r32
100	9065	419	6.5	308.6	8.9	0.046	0.739	3.086	91.416	53700	12.9	5.924	114	148.9	179.8	25.3	0.012	9071	8943	my8043_rel_o2nofp.cz12a_c8r32
100	9115	417	6.5	305.0	8.8	0.046	0.732	3.050	90.362	53993	12.7	5.923	111	148.9	179.8	25.3	0.009	9119	8943	my8044_rel_o2nofp.cz12a_c8r32
100	8763	418	6.5	305.7	8.9	0.048	0.764	3.060	90.773	52035	12.4	5.938	113	148.8	217.4	25.4	0.012	8767	8639	my8406_rel_o2nofp.cz12a_c8r32
100	8850	418	6.5	306.8	8.9	0.047	0.755	3.068	90.764	52489	13.4	5.931	121	148.9	217.5	25.4	0.010	8863	8703	my8407_rel_o2nofp.cz12a_c8r32
100	8723	418	6.5	272.9	4.8	0.048	0.768	2.731	49.287	51760	13.4	5.934	123	148.8	217.4	25.3	0.011	8735	8543	my8407_rel_o2nofp.cz12a_dw0_c8r32
100	9075	418	6.5	306.0	8.9	0.046	0.737	3.063	90.972	53787	13.2	5.927	116	148.9	217.5	24.5	0.012	9087	8943	my9400_rel_o2nofp.cz12a_c8r32
100	9080	419	6.5	312.9	9.0	0.046	0.738	3.132	92.563	53837	12.9	5.929	114	148.8	217.4	25.5	0.012	9103	8911	my9500_rel_o2nofp.cz12a_c8r32

qp100.L2

qp100.L2: point 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	1471	9971	155.7	1051.4	29.3	6.778	108.418	10.524	299.980	28281	3.9	19.226	212	144.5	175.0	24.7	0.011	1552	1024	my5651_rel_o2nofp.cz12a_c8r32
100	1351	9293	145.2	1410.5	35.1	6.879	110.069	14.105	358.969	27635	4.6	20.456	272	144.6	175.1	25.1	0.015	1408	992	my5744_rel_o2nofp.cz12a_c8r32
100	1299	9003	140.7	1290.3	36.0	6.931	110.895	12.916	368.786	27374	4.8	21.075	296	148.9	179.8	25.3	0.016	1360	944	my8043_rel_o2nofp.cz12a_c8r32
100	1289	8967	140.1	1276.7	35.7	6.957	111.308	12.767	365.175	27189	5.7	21.093	354	148.9	179.8	25.3	0.025	1360	944	my8044_rel_o2nofp.cz12a_c8r32
100	1274	8856	138.4	1282.8	35.8	6.954	111.264	12.840	367.404	27167	4.9	21.333	308	148.8	217.5	25.3	0.014	1344	928	my8406_rel_o2nofp.cz12a_c8r32
100	1279	8908	139.2	1276.0	35.6	6.966	111.449	12.760	364.706	26681	5.6	20.864	350	148.9	217.5	25.4	0.014	1344	928	my8407_rel_o2nofp.cz12a_c8r32
100	1283	8932	139.6	1127.7	18.2	6.964	111.430	11.289	186.309	26434	5.6	20.610	349	148.8	217.4	25.3	0.016	1344	944	my8407_rel_o2nofp.cz12a_dw0_c8r32
100	1269	8827	137.9	1280.7	35.7	6.956	111.299	12.807	366.041	26933	5.0	21.224	315	148.9	217.5	24.5	0.016	1344	928	my9400_rel_o2nofp.cz12a_c8r32
100	1275	8882	138.8	1280.4	35.6	6.964	111.425	12.816	365.242	27116	5.6	21.260	351	148.8	217.5	25.5	0.018	1344	944	my9500_rel_o2nofp.cz12a_c8r32

qr500.L3

qr500.L3: 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
500	11348	2408	37.4	2379.5	68.5	0.212	3.379	4.762	140.294	72992	15.0	6.432	106	144.5	175.0	24.7	0.011	11439	9999	my5651_rel_o2nofp.cz12a_c8r32
500	9902	2377	37.1	2346.4	67.7	0.240	3.841	4.693	138.577	61762	14.3	6.237	116	144.6	175.1	25.1	0.011	9967	8383	my5744_rel_o2nofp.cz12a_c8r32
500	8951	2416	37.7	2466.0	71.0	0.270	4.318	4.935	145.491	61084	14.9	6.824	133	148.9	179.8	25.3	0.010	8959	8799	my8043_rel_o2nofp.cz12a_c8r32
500	9012	2412	37.7	2470.5	71.2	0.268	4.282	4.944	145.851	61428	15.4	6.816	137	148.9	179.8	25.3	0.010	9023	8879	my8044_rel_o2nofp.cz12a_c8r32
500	8658	2412	37.7	2461.5	71.0	0.279	4.457	4.923	145.412	59504	15.4	6.872	142	148.8	217.5	25.3	0.009	8671	8527	my8406_rel_o2nofp.cz12a_c8r32
500	8759	2413	37.7	2480.6	71.3	0.275	4.407	4.961	146.097	60016	15.4	6.852	141	148.9	217.6	25.3	0.009	8767	8639	my8407_rel_o2nofp.cz12a_c8r32
500	8673	2419	37.8	2198.2	37.5	0.279	4.462	4.396	76.755	59831	15.4	6.899	142	148.8	217.5	25.3	0.012	8687	8527	my8407_rel_o2nofp.cz12a_dw0_c8r32
500	9059	2412	37.7	2468.4	71.1	0.266	4.261	4.937	145.635	61885	15.2	6.831	134	148.9	217.6	24.5	0.011	9071	8927	my9400_rel_o2nofp.cz12a_c8r32
500	8965	2412	37.7	2478.9	71.2	0.269	4.304	4.961	145.920	61793	15.6	6.893	139	148.8	217.5	25.5	0.011	8975	8815	my9500_rel_o2nofp.cz12a_c8r32

qp500.L4

qp500.L4: point 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
500	1145	11219	175.1	4112.1	113.2	9.798	156.577	8.229	232.056	32298	9.2	28.208	643	144.5	175.0	24.7	0.020	1168	800	my5651_rel_o2nofp.cz12a_c8r32
500	1110	11052	172.7	4533.6	111.1	9.953	159.251	9.073	227.608	33894	6.7	30.524	483	144.6	175.1	25.1	0.024	1120	832	my5744_rel_o2nofp.cz12a_c8r32
500	1130	11197	175.0	4024.7	113.8	9.906	158.503	8.049	233.163	38177	7.6	33.776	538	148.9	179.8	25.3	0.023	1168	944	my8043_rel_o2nofp.cz12a_c8r32
500	1128	11173	174.6	4026.6	114.0	9.909	158.548	8.058	233.597	38289	7.8	33.960	553	148.9	179.8	25.3	0.038	1152	928	my8044_rel_o2nofp.cz12a_c8r32
500	1110	11059	172.8	4017.2	113.9	9.963	159.413	8.034	233.258	38510	7.7	34.694	555	148.8	217.6	25.3	0.025	1136	928	my8406_rel_o2nofp.cz12a_c8r32
500	1117	11089	173.3	4035.6	114.1	9.928	158.851	8.071	233.686	38611	7.8	34.570	559	148.9	217.7	25.3	0.023	1152	928	my8407_rel_o2nofp.cz12a_c8r32
500	1137	11242	175.7	3566.2	58.8	9.888	158.201	7.132	120.400	37253	7.7	32.764	542	148.8	217.6	25.3	0.022	1168	928	my8407_rel_o2nofp.cz12a_dw0_c8r32
500	1112	11078	173.1	4021.7	113.9	9.958	159.336	8.043	233.222	38227	7.7	34.364	554	148.9	217.7	24.5	0.029	1136	928	my9400_rel_o2nofp.cz12a_c8r32
500	1115	11082	173.2	4037.5	114.0	9.935	158.965	8.075	233.436	38360	7.8	34.391	559	148.8	217.6	25.5	0.128	1152	912	my9500_rel_o2nofp.cz12a_c8r32

qr1000.L5

qr1000.L5: 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
999	10547	4290	66.6	5092.2	145.5	0.407	6.467	5.095	149.086	75136	17.7	7.124	134	144.5	175.0	24.7	0.016	10687	7775	my5651_rel_o2nofp.cz12a_c8r32
999	9779	4240	66.2	5157.8	147.4	0.434	6.937	5.161	151.017	66282	17.2	6.778	141	144.6	175.1	25.1	0.012	9855	8415	my5744_rel_o2nofp.cz12a_c8r32
1000	8896	4245	66.3	5217.8	149.3	0.477	7.635	5.218	152.881	70492	17.7	7.924	159	148.9	179.8	25.3	0.010	8911	8735	my8043_rel_o2nofp.cz12a_c8r32
1000	8965	4244	66.3	5206.1	149.1	0.473	7.574	5.206	152.674	70734	18.5	7.890	165	148.9	179.8	25.3	0.010	8975	8799	my8044_rel_o2nofp.cz12a_c8r32
1000	8618	4247	66.4	5205.3	149.2	0.493	7.885	5.205	152.773	68785	17.9	7.982	166	148.8	217.8	25.3	0.010	8623	8447	my8406_rel_o2nofp.cz12a_c8r32
1000	8612	4250	66.4	5226.2	149.4	0.493	7.895	5.226	153.028	68764	18.4	7.985	171	148.9	217.9	25.3	0.009	8623	8463	my8407_rel_o2nofp.cz12a_c8r32
1000	8622	4246	66.3	4622.3	77.7	0.492	7.878	4.622	79.572	69043	18.2	8.007	169	148.8	217.8	25.3	0.011	8639	8447	my8407_rel_o2nofp.cz12a_dw0_c8r32
1000	8953	4247	66.4	5213.8	149.3	0.474	7.590	5.214	152.871	71036	17.9	7.935	160	148.9	217.8	24.5	0.036	8959	8783	my9400_rel_o2nofp.cz12a_c8r32
1000	8894	4248	66.4	5222.1	149.2	0.478	7.642	5.222	152.800	70301	18.6	7.904	167	148.8	217.8	25.5	0.009	8911	8735	my9500_rel_o2nofp.cz12a_c8r32

qp1000.L6

qp1000.L6: point 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
999	856	12077	188.3	8946.4	180.6	14.107	225.216	8.952	185.090	45697	12.0	53.379	1121	144.5	175.0	24.7	0.033	848	720	my5651_rel_o2nofp.cz12a_c8r32
999	1001	13212	206.4	6860.8	181.9	13.204	211.259	6.865	186.377	37070	9.2	37.048	736	144.6	175.1	25.1	0.026	1008	864	my5744_rel_o2nofp.cz12a_c8r32
1000	1011	13266	207.3	6535.6	185.0	13.123	209.967	6.536	189.467	50566	10.5	50.021	831	148.9	179.8	25.3	0.029	1024	912	my8043_rel_o2nofp.cz12a_c8r32
1000	1010	13257	207.1	6532.4	185.1	13.132	210.115	6.532	189.574	50222	10.5	49.749	832	148.9	179.8	25.3	0.028	1024	928	my8044_rel_o2nofp.cz12a_c8r32
1000	996	13148	205.4	6510.7	184.8	13.207	211.317	6.511	189.209	51788	10.7	52.023	860	148.8	218.0	25.3	0.069	1008	912	my8406_rel_o2nofp.cz12a_c8r32
1000	999	13171	205.8	6531.0	184.8	13.190	211.034	6.531	189.258	50854	10.6	50.925	849	148.9	218.0	25.3	0.027	1008	912	my8407_rel_o2nofp.cz12a_c8r32
1000	1035	13451	210.2	5805.9	95.7	12.997	207.952	5.806	98.016	49490	10.5	47.821	812	148.8	217.9	25.3	0.045	1040	928	my8407_rel_o2nofp.cz12a_dw0_c8r32
1000	997	13162	205.7	6516.9	184.7	13.201	211.222	6.517	189.130	50715	10.6	50.867	851	148.9	218.0	24.5	0.041	1008	912	my9400_rel_o2nofp.cz12a_c8r32
1000	999	13174	205.8	6545.3	185.0	13.188	211.015	6.545	189.391	50819	10.7	50.875	857	148.8	218.0	25.5	0.122	1008	912	my9500_rel_o2nofp.cz12a_c8r32

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	99.555	0.380	0.022	0.041	0.002	0.000	0.000	0.000	0.000	0.222	my5651_rel_o2nofp.cz12a_c8r32
0.000	99.711	0.115	0.059	0.114	0.001	0.000	0.000	0.000	0.000	0.161	my5744_rel_o2nofp.cz12a_c8r32
0.000	99.571	0.253	0.054	0.121	0.001	nonzero	0.000	0.000	0.000	0.341	my8043_rel_o2nofp.cz12a_c8r32
0.000	99.574	0.250	0.056	0.118	0.001	nonzero	0.000	0.000	0.000	0.334	my8044_rel_o2nofp.cz12a_c8r32
0.000	99.565	0.258	0.053	0.122	0.002	nonzero	0.000	0.000	0.000	0.340	my8406_rel_o2nofp.cz12a_c8r32
0.000	99.551	0.271	0.053	0.123	0.002	nonzero	0.000	0.000	0.000	0.337	my8407_rel_o2nofp.cz12a_c8r32
0.000	99.578	0.245	0.055	0.121	0.002	nonzero	0.000	0.000	0.000	0.347	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	99.569	0.256	0.116	0.057	0.001	nonzero	0.000	0.000	0.000	0.318	my9400_rel_o2nofp.cz12a_c8r32
0.000	99.494	0.330	0.085	0.089	0.002	nonzero	0.000	0.000	0.000	0.325	my9500_rel_o2nofp.cz12a_c8r32

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	14.247	84.720	1.031	0.001	0.000	0.000	0.000	0.697	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	64.752	34.836	0.411	0.000	0.000	0.000	0.000	0.113	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.001	67.993	30.679	1.325	0.003	0.000	0.000	0.000	0.432	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	68.450	30.118	1.430	0.003	0.000	0.000	0.000	0.474	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.003	67.681	30.976	1.337	0.003	0.000	0.000	0.000	0.506	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.001	67.840	30.610	1.546	0.003	0.000	0.000	0.000	0.500	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.001	70.641	28.075	1.280	0.003	0.000	0.000	0.000	0.431	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.000	67.406	30.990	1.601	0.003	0.000	0.000	0.000	0.477	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	68.093	30.406	1.499	0.003	0.000	0.000	0.000	0.493	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.024	94.983	4.772	0.219	0.001	0.001	0.000	0.000	0.000	0.574	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.004	99.677	0.285	0.034	0.000	0.000	0.000	0.000	0.000	0.049	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.361	0.594	0.042	0.000	0.003	0.000	0.000	0.000	0.431	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.404	0.544	0.051	0.000	0.001	0.000	0.000	0.000	0.466	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.321	0.632	0.045	0.000	0.001	0.000	0.000	0.000	0.440	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.369	0.585	0.044	0.001	0.001	0.000	0.000	0.000	0.468	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.710	0.249	0.039	0.000	0.003	0.000	0.000	0.000	0.430	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	99.350	0.599	0.046	0.005	0.000	0.000	0.000	0.000	0.104	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.364	0.583	0.051	0.000	0.003	0.000	0.000	0.000	0.492	my9500_rel_o2nofp.cz12a_c8r32

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.386	16.956	72.162	10.281	0.215	0.000	0.000	0.000	0.000	0.000	0.035	my5651_rel_o2nofp.cz12a_c8r32
0.789	56.744	38.871	3.562	0.034	0.000	0.000	0.000	0.000	0.000	0.039	my5744_rel_o2nofp.cz12a_c8r32
0.001	53.487	43.280	3.153	0.079	0.000	0.000	0.000	0.000	0.000	0.050	my8043_rel_o2nofp.cz12a_c8r32
0.001	55.420	41.381	3.159	0.039	0.000	0.000	0.000	0.000	0.000	0.048	my8044_rel_o2nofp.cz12a_c8r32
0.001	53.582	43.169	3.185	0.064	0.000	0.000	0.000	0.000	0.000	0.041	my8406_rel_o2nofp.cz12a_c8r32
0.000	55.695	41.160	3.110	0.036	0.000	0.000	0.000	0.000	0.000	0.044	my8407_rel_o2nofp.cz12a_c8r32
0.000	57.135	41.555	1.087	0.222	0.001	0.000	0.000	0.000	0.000	0.106	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	53.611	43.108	3.228	0.053	0.000	0.000	0.000	0.000	0.000	0.052	my9400_rel_o2nofp.cz12a_c8r32
0.000	50.318	46.282	3.349	0.051	0.000	0.000	0.000	0.000	0.000	0.031	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
4.109	74.066	20.787	0.988	0.051	0.000	0.000	0.000	0.000	0.000	0.031	my5651_rel_o2nofp.cz12a_c8r32
38.399	61.453	0.122	0.025	0.001	0.000	0.000	0.000	0.000	0.000	0.024	my5744_rel_o2nofp.cz12a_c8r32
0.000	98.043	1.830	0.122	0.005	0.000	0.000	0.000	0.000	0.000	0.051	my8043_rel_o2nofp.cz12a_c8r32
0.000	98.119	1.758	0.113	0.009	0.000	0.000	0.000	0.000	0.000	0.029	my8044_rel_o2nofp.cz12a_c8r32
0.000	98.155	1.728	0.108	0.007	0.001	0.000	0.000	0.000	0.000	0.068	my8406_rel_o2nofp.cz12a_c8r32
0.001	98.276	1.615	0.102	0.006	0.000	0.000	0.000	0.000	0.000	0.032	my8407_rel_o2nofp.cz12a_c8r32
0.000	99.141	0.758	0.091	0.009	0.001	0.000	0.000	0.000	0.000	0.102	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	98.145	1.720	0.127	0.009	0.000	0.000	0.000	0.000	0.000	0.040	my9400_rel_o2nofp.cz12a_c8r32
0.000	97.744	2.097	0.149	0.010	0.000	0.000	0.000	0.000	0.000	0.062	my9500_rel_o2nofp.cz12a_c8r32

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.759	0.205	0.026	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.032	my5651_rel_o2nofp.cz12a_c8r32
99.917	0.074	0.004	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my5744_rel_o2nofp.cz12a_c8r32
99.980	0.019	nonzero	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8043_rel_o2nofp.cz12a_c8r32
99.981	0.018	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8044_rel_o2nofp.cz12a_c8r32
99.978	0.021	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8406_rel_o2nofp.cz12a_c8r32
99.979	0.020	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8407_rel_o2nofp.cz12a_c8r32
99.976	0.022	nonzero	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8407_rel_o2nofp.cz12a_dw0_c8r32
99.979	0.020	nonzero	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my9400_rel_o2nofp.cz12a_c8r32
99.980	0.020	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my9500_rel_o2nofp.cz12a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	47.500	51.083	1.417	0.000	0.000	0.000	0.000	0.131	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	78.778	21.222	0.000	0.000	0.000	0.000	0.000	0.022	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	55.306	44.694	0.000	0.000	0.000	0.000	0.000	0.025	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	65.722	34.278	0.000	0.000	0.000	0.000	0.000	0.027	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	55.750	44.250	0.000	0.000	0.000	0.000	0.000	0.028	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	68.194	31.806	0.000	0.000	0.000	0.000	0.000	0.027	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	58.722	41.278	0.000	0.000	0.000	0.000	0.000	0.027	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.000	58.889	41.111	0.000	0.000	0.000	0.000	0.000	0.027	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	57.111	42.889	0.000	0.000	0.000	0.000	0.000	0.027	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	1.250	14.972	75.611	7.889	0.278	0.000	0.000	0.000	0.000	0.101	my5651_rel_o2nofp.cz12a_c8r32
0.000	31.917	67.333	0.750	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	90.083	9.917	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	92.194	7.806	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	90.139	9.861	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	92.972	7.028	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	90.500	9.500	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	90.583	9.417	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	90.861	9.111	0.028	0.000	0.000	0.000	0.000	0.000	0.021	my9500_rel_o2nofp.cz12a_c8r32

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.159	98.393	1.442	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my5651_rel_o2nofp.cz12a_c8r32
0.118	94.857	4.981	0.044	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my5744_rel_o2nofp.cz12a_c8r32
0.009	94.497	5.379	0.115	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8043_rel_o2nofp.cz12a_c8r32
0.010	93.790	6.098	0.103	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	my8044_rel_o2nofp.cz12a_c8r32
0.009	92.716	7.155	0.121	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8406_rel_o2nofp.cz12a_c8r32
0.008	92.662	7.275	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8407_rel_o2nofp.cz12a_c8r32
0.010	92.718	7.264	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.009	91.696	8.173	0.123	nonzero	0.000	0.000	0.000	0.000	0.000	0.016	my9400_rel_o2nofp.cz12a_c8r32
0.008	92.875	6.996	0.120	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	my9500_rel_o2nofp.cz12a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	47.611	52.389	0.000	0.000	0.000	0.000	0.000	0.054	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	75.250	24.750	0.000	0.000	0.000	0.000	0.000	0.039	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	92.944	7.056	0.000	0.000	0.000	0.000	0.000	0.031	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	97.694	2.306	0.000	0.000	0.000	0.000	0.000	0.022	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	92.111	7.889	0.000	0.000	0.000	0.000	0.000	0.049	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	98.944	1.056	0.000	0.000	0.000	0.000	0.000	0.038	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	99.611	0.389	0.000	0.000	0.000	0.000	0.000	0.034	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.000	92.778	7.222	0.000	0.000	0.000	0.000	0.000	0.049	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	94.361	5.639	0.000	0.000	0.000	0.000	0.000	0.045	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.222	88.167	11.056	0.556	0.000	0.000	0.000	0.000	0.000	0.025	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.917	0.083	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.833	0.167	0.000	0.000	0.000	0.000	0.000	0.000	0.007	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.750	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.005	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.750	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.750	0.250	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.944	0.028	0.028	0.000	0.000	0.000	0.000	0.000	0.036	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	99.694	0.306	0.000	0.000	0.000	0.000	0.000	0.000	0.006	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.750	0.222	0.028	0.000	0.000	0.000	0.000	0.000	0.046	my9500_rel_o2nofp.cz12a_c8r32

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.061	0.826	0.101	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my5651_rel_o2nofp.cz12a_c8r32
99.892	0.079	0.018	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my5744_rel_o2nofp.cz12a_c8r32
99.965	0.033	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8043_rel_o2nofp.cz12a_c8r32
99.967	0.032	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8044_rel_o2nofp.cz12a_c8r32
99.959	0.039	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8406_rel_o2nofp.cz12a_c8r32
99.964	0.035	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8407_rel_o2nofp.cz12a_c8r32
99.958	0.041	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8407_rel_o2nofp.cz12a_dw0_c8r32
99.963	0.035	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my9400_rel_o2nofp.cz12a_c8r32
99.964	0.034	0.001	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my9500_rel_o2nofp.cz12a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.067	61.700	38.233	0.000	0.000	0.000	0.000	0.000	0.056	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.167	96.978	2.856	0.000	0.000	0.000	0.000	0.000	0.028	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	92.800	7.200	0.000	0.000	0.000	0.000	0.000	0.030	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	93.511	6.483	0.000	0.006	0.000	0.000	0.000	0.318	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	92.667	7.328	0.000	0.006	0.000	0.000	0.000	0.309	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	99.839	0.161	0.000	0.000	0.000	0.000	0.000	0.053	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.011	91.733	8.250	0.000	0.006	0.000	0.000	0.000	0.326	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.000	91.844	8.156	0.000	0.000	0.000	0.000	0.000	0.027	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	92.144	7.850	0.000	0.006	0.000	0.000	0.000	0.345	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	2.672	7.344	88.867	1.117	0.000	0.000	0.000	0.000	0.000	0.028	my5651_rel_o2nofp.cz12a_c8r32
0.000	30.089	69.678	0.233	0.000	0.000	0.000	0.000	0.000	0.000	0.013	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	98.972	1.028	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.117	0.883	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	98.878	1.122	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.967	0.028	0.006	0.000	0.000	0.000	0.000	0.000	0.052	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	98.578	1.422	0.000	0.000	0.000	0.000	0.000	0.000	0.014	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	99.283	0.717	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.000	0.994	0.006	0.000	0.000	0.000	0.000	0.000	0.022	my9500_rel_o2nofp.cz12a_c8r32

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.011	81.780	17.988	0.220	nonzero	0.000	0.000	0.000	0.000	0.000	0.020	my5651_rel_o2nofp.cz12a_c8r32
0.005	82.675	17.012	0.308	0.001	0.000	0.000	0.000	0.000	0.000	0.024	my5744_rel_o2nofp.cz12a_c8r32
nonzero	88.377	11.038	0.583	0.002	0.000	0.000	0.000	0.000	0.000	0.023	my8043_rel_o2nofp.cz12a_c8r32
nonzero	87.710	11.708	0.581	0.001	0.000	0.000	0.000	0.000	0.000	0.038	my8044_rel_o2nofp.cz12a_c8r32
0.001	85.183	14.224	0.591	0.002	0.000	0.000	0.000	0.000	0.000	0.025	my8406_rel_o2nofp.cz12a_c8r32
nonzero	85.994	13.403	0.601	0.001	0.000	0.000	0.000	0.000	0.000	0.023	my8407_rel_o2nofp.cz12a_c8r32
nonzero	85.806	13.889	0.303	0.001	0.000	0.000	0.000	0.000	0.000	0.022	my8407_rel_o2nofp.cz12a_dw0_c8r32
nonzero	85.694	13.697	0.607	0.002	0.000	0.000	0.000	0.000	0.000	0.029	my9400_rel_o2nofp.cz12a_c8r32
nonzero	85.798	13.601	0.599	0.002	nonzero	0.000	0.000	0.000	0.000	0.128	my9500_rel_o2nofp.cz12a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.006	53.756	44.156	2.083	0.000	0.000	0.000	0.000	0.095	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.006	89.361	10.628	0.006	0.000	0.000	0.000	0.000	0.077	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	98.439	1.561	0.000	0.000	0.000	0.000	0.000	0.059	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	89.972	10.028	0.000	0.000	0.000	0.000	0.000	0.057	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	93.133	6.867	0.000	0.000	0.000	0.000	0.000	0.047	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	93.217	6.783	0.000	0.000	0.000	0.000	0.000	0.046	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	93.572	6.428	0.000	0.000	0.000	0.000	0.000	0.035	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.000	94.839	5.161	0.000	0.000	0.000	0.000	0.000	0.058	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	93.239	6.761	0.000	0.000	0.000	0.000	0.000	0.047	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.067	21.783	62.294	15.844	0.011	0.000	0.000	0.000	0.000	0.065	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.644	99.056	0.300	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.861	0.139	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.917	0.078	0.006	0.000	0.000	0.000	0.000	0.000	0.017	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.889	0.111	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.617	0.378	0.006	0.000	0.000	0.000	0.000	0.000	0.017	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.417	0.578	0.006	0.000	0.000	0.000	0.000	0.000	0.021	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	99.867	0.128	0.006	0.000	0.000	0.000	0.000	0.000	0.019	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.883	0.111	0.006	0.000	0.000	0.000	0.000	0.000	0.022	my9500_rel_o2nofp.cz12a_c8r32

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.144	1.650	0.192	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my5651_rel_o2nofp.cz12a_c8r32
99.877	0.098	0.014	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my5744_rel_o2nofp.cz12a_c8r32
99.946	0.052	0.002	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8043_rel_o2nofp.cz12a_c8r32
99.948	0.050	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8044_rel_o2nofp.cz12a_c8r32
99.937	0.061	0.002	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.010	my8406_rel_o2nofp.cz12a_c8r32
99.940	0.058	0.002	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my8407_rel_o2nofp.cz12a_c8r32
99.938	0.059	0.002	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8407_rel_o2nofp.cz12a_dw0_c8r32
99.945	0.053	0.002	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.036	my9400_rel_o2nofp.cz12a_c8r32
99.943	0.055	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.000	0.009	my9500_rel_o2nofp.cz12a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.239	73.417	26.311	0.033	0.000	0.000	0.000	0.000	0.094	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.775	98.764	0.461	0.000	0.000	0.000	0.000	0.000	0.036	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.067	97.589	2.344	0.000	0.000	0.000	0.000	0.000	0.050	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.053	98.231	1.717	0.000	0.000	0.000	0.000	0.000	0.032	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.044	98.106	1.850	0.000	0.000	0.000	0.000	0.000	0.035	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.022	97.731	2.247	0.000	0.000	0.000	0.000	0.000	0.033	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.061	97.378	2.561	0.000	0.000	0.000	0.000	0.000	0.046	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.022	98.494	1.483	0.000	0.000	0.000	0.000	0.000	0.041	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.044	98.469	1.486	0.000	0.000	0.000	0.000	0.000	0.035	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.450	28.556	69.825	1.169	0.000	0.000	0.000	0.000	0.000	0.041	my5651_rel_o2nofp.cz12a_c8r32
0.000	13.308	84.708	1.983	0.000	0.000	0.000	0.000	0.000	0.000	0.015	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.606	0.394	0.000	0.000	0.000	0.000	0.000	0.000	0.012	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.667	0.333	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.775	0.225	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.744	0.256	0.000	0.000	0.000	0.000	0.000	0.000	0.011	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.617	0.375	0.008	0.000	0.000	0.000	0.000	0.000	0.034	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	99.639	0.353	0.008	0.000	0.000	0.000	0.000	0.000	0.039	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.775	0.219	0.006	0.000	0.000	0.000	0.000	0.000	0.038	my9500_rel_o2nofp.cz12a_c8r32

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
nonzero	48.812	50.301	0.885	0.001	0.000	0.000	0.000	0.000	0.000	0.033	my5651_rel_o2nofp.cz12a_c8r32
nonzero	75.463	23.835	0.700	0.001	0.000	0.000	0.000	0.000	0.000	0.026	my5744_rel_o2nofp.cz12a_c8r32
nonzero	77.005	21.917	1.070	0.008	0.000	0.000	0.000	0.000	0.000	0.029	my8043_rel_o2nofp.cz12a_c8r32
0.000	75.943	22.987	1.063	0.007	0.000	0.000	0.000	0.000	0.000	0.028	my8044_rel_o2nofp.cz12a_c8r32
0.000	72.457	26.454	1.080	0.008	nonzero	0.000	0.000	0.000	0.000	0.069	my8406_rel_o2nofp.cz12a_c8r32
0.000	72.709	26.208	1.078	0.005	0.000	0.000	0.000	0.000	0.000	0.027	my8407_rel_o2nofp.cz12a_c8r32
0.000	73.019	26.498	0.475	0.008	0.000	0.000	0.000	0.000	0.000	0.045	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	72.755	26.150	1.087	0.008	0.000	0.000	0.000	0.000	0.000	0.041	my9400_rel_o2nofp.cz12a_c8r32
0.000	72.809	26.106	1.079	0.006	nonzero	0.000	0.000	0.000	0.000	0.122	my9500_rel_o2nofp.cz12a_c8r32

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.006	56.381	40.925	2.689	0.000	0.000	0.000	0.000	0.172	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.006	91.736	8.258	0.000	0.000	0.000	0.000	0.000	0.055	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.003	93.578	6.414	0.006	0.000	0.000	0.000	0.000	0.065	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	93.872	6.128	0.000	0.000	0.000	0.000	0.000	0.057	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	95.122	4.875	0.000	0.003	0.000	0.000	0.000	0.258	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	94.661	5.336	0.000	0.003	0.000	0.000	0.000	0.300	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	97.792	2.208	0.000	0.000	0.000	0.000	0.000	0.049	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	0.000	94.944	5.047	0.006	0.003	0.000	0.000	0.000	0.444	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	0.000	95.133	4.864	0.003	0.000	0.000	0.000	0.000	0.245	my9500_rel_o2nofp.cz12a_c8r32

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.303	33.011	49.806	16.850	0.031	0.000	0.000	0.000	0.000	0.090	my5651_rel_o2nofp.cz12a_c8r32
0.000	0.217	97.244	2.536	0.003	0.000	0.000	0.000	0.000	0.000	0.018	my5744_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.850	0.147	0.003	0.000	0.000	0.000	0.000	0.000	0.016	my8043_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.803	0.197	0.000	0.000	0.000	0.000	0.000	0.000	0.016	my8044_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.725	0.264	0.008	0.000	0.003	0.000	0.000	0.000	0.257	my8406_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.814	0.181	0.003	0.000	0.003	0.000	0.000	0.000	0.300	my8407_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.842	0.153	0.006	0.000	0.000	0.000	0.000	0.000	0.041	my8407_rel_o2nofp.cz12a_dw0_c8r32
0.000	0.000	99.772	0.225	0.003	0.000	0.000	0.000	0.000	0.000	0.026	my9400_rel_o2nofp.cz12a_c8r32
0.000	0.000	99.864	0.128	0.008	0.000	0.000	0.000	0.000	0.000	0.046	my9500_rel_o2nofp.cz12a_c8r32