Introduction

This is a report for the insert benchmark with 32M docs and 4 client(s). It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file.

The test server has 8 AMD cores, 16G RAM and an NVMe SSD. It is described here as the Beelink. The benchmark was run with 1 client and there were 1 or 3 connections per client (1 for queries or inserts without rate limits, 1+1 for rate limited inserts+deletes). It uses 4 tables with a table per client. It loads 8M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 40m+10m 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 cached in memory. Clients and the DBMS share one server. The per-database configs are in the per-database subdirectories here.

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
ma100433_rel.cz11a_bee 2191785925944759119920164241873116258181351574417476
ma100433_rel.cz11abpi1_bee 2176875925944261018779164971859316262182321586417484
ma100433_rel.cz11aredo1_bee 2206905925944774719891162901782715894171641558916574

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
ma100433_rel.cz11a_bee 1.001.001.001.001.001.001.001.001.001.00
ma100433_rel.cz11abpi1_bee 0.991.000.900.941.000.991.001.011.011.00
ma100433_rel.cz11aredo1_bee 1.011.001.001.000.990.950.980.950.990.95

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
ma100433_rel.cz11a_bee3993991994199439893989
ma100433_rel.cz11abpi1_bee3993991994199339873987
ma100433_rel.cz11aredo1_bee3993991994199439893989
target4004002000200040004000

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
ma100433_rel.cz11a_bee0.38598.0431.5260.0300.0160.147
ma100433_rel.cz11abpi1_bee0.43997.9741.5390.0330.0160.141
ma100433_rel.cz11aredo1_bee0.48898.0111.4610.0240.0160.138

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
219178	0	0	0.0	904.1	78.4	0.000	0.000	0.004	0.366	33638	78.5	0.153	29	2.1	18.0	NA	0.147	60709	46349	ma100433_rel.cz11a_bee
217687	0	0	0.0	879.8	77.6	0.000	0.000	0.004	0.365	32570	79.4	0.150	29	2.1	18.0	NA	0.141	59456	42753	ma100433_rel.cz11abpi1_bee
220690	0	0	0.0	856.2	78.1	0.000	0.000	0.004	0.362	33181	79.2	0.150	29	2.1	18.0	NA	0.138	60793	47548	ma100433_rel.cz11aredo1_bee

l.x

l.x: create secondary indexes.

Average throughput:

Image

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
592594	0	0	0.0	2288.0	446.9	0.000	0.000	0.004	0.772	18213	45.6	0.031	6	4.8	20.6	NA	0.002	NA	NA	ma100433_rel.cz11a_bee
592594	0	0	0.0	1941.0	437.2	0.000	0.000	0.003	0.755	7119	45.3	0.012	6	4.8	20.6	NA	0.002	NA	NA	ma100433_rel.cz11abpi1_bee
592594	0	0	0.0	2383.8	450.4	0.000	0.000	0.004	0.778	18324	45.6	0.031	6	4.8	20.6	NA	0.002	NA	NA	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee70.29028.7780.9270.0050.168
ma100433_rel.cz11abpi1_bee62.93635.9361.1270.0010.080
ma100433_rel.cz11aredo1_bee70.59628.4790.9190.0060.176

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
ma100433_rel.cz11a_bee71.68127.5160.7980.0050.170
ma100433_rel.cz11abpi1_bee64.80434.2930.9030.0010.076
ma100433_rel.cz11aredo1_bee72.00227.2020.7910.0050.173

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
47591	0	0	0.0	5223.2	193.1	0.000	0.000	0.110	4.156	29832	84.5	0.627	142	8.2	24.7	NA	0.168	11937	8787	ma100433_rel.cz11a_bee
42610	0	0	0.0	4591.8	174.0	0.000	0.000	0.108	4.181	27492	79.4	0.645	149	7.9	24.1	NA	0.080	10588	7242	ma100433_rel.cz11abpi1_bee
47747	0	0	0.0	5119.4	190.0	0.000	0.000	0.107	4.075	29563	84.7	0.619	142	8.2	24.8	NA	0.176	12037	8991	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee0.00179.00918.9981.9500.0400.0010.080
ma100433_rel.cz11abpi1_bee0.00176.91120.2582.8180.0100.0020.094
ma100433_rel.cz11aredo1_bee0.00179.28618.6871.9710.0530.0010.078

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
ma100433_rel.cz11a_bee0.00479.24618.7451.9650.0390.0010.079
ma100433_rel.cz11abpi1_bee0.00377.00220.1542.8300.0090.0020.094
ma100433_rel.cz11aredo1_bee0.00679.48118.4691.9910.0520.0020.078

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
19920	0	0	0.0	3388.3	127.3	0.000	0.000	0.170	6.543	65692	79.6	3.298	320	8.2	24.7	NA	0.080	5084	3361	ma100433_rel.cz11a_bee
18779	0	0	0.0	3347.1	124.3	0.000	0.000	0.178	6.776	62129	76.5	3.308	326	7.9	24.1	NA	0.094	4705	3083	ma100433_rel.cz11abpi1_bee
19891	0	0	0.0	3417.5	128.2	0.000	0.000	0.172	6.600	65452	79.5	3.291	320	8.2	24.8	NA	0.078	5067	1473	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee73.45326.4230.1210.004nonzero0.026
ma100433_rel.cz11abpi1_bee73.99225.8900.1130.004nonzero0.027
ma100433_rel.cz11aredo1_bee72.25227.6220.1210.005nonzero0.024

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
ma100433_rel.cz11a_bee94.5495.1460.3060.044
ma100433_rel.cz11abpi1_bee94.8124.5420.6460.039
ma100433_rel.cz11aredo1_bee94.2785.3890.3330.040

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
ma100433_rel.cz11a_bee96.1743.6530.1740.037
ma100433_rel.cz11abpi1_bee96.2713.3680.3610.034
ma100433_rel.cz11aredo1_bee95.7784.0070.2150.033

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
399	16424	0	0.0	3103.8	94.1	0.000	0.000	7.787	241.813	73544	51.5	4.478	251	8.2	24.7	NA	0.026	4139	3614	ma100433_rel.cz11a_bee
399	16497	0	0.0	3080.4	93.5	0.000	0.000	7.728	240.214	74297	51.6	4.504	250	7.9	24.1	NA	0.027	4091	3564	ma100433_rel.cz11abpi1_bee
399	16290	0	0.0	3098.9	94.0	0.000	0.000	7.770	241.318	72793	51.6	4.469	253	8.2	24.8	NA	0.024	4123	3532	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee94.2885.6790.0320.001nonzero0.021
ma100433_rel.cz11abpi1_bee93.5066.4630.0300.001nonzero0.022
ma100433_rel.cz11aredo1_bee91.0418.9260.0330.001nonzero0.023

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
ma100433_rel.cz11a_bee94.8614.8540.2850.034
ma100433_rel.cz11abpi1_bee94.6324.8330.5350.039
ma100433_rel.cz11aredo1_bee94.0625.4790.4580.040

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
ma100433_rel.cz11a_bee96.3823.4100.2080.033
ma100433_rel.cz11abpi1_bee96.3333.2990.3680.036
ma100433_rel.cz11aredo1_bee95.8403.8540.3060.032

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
399	18731	0	0.0	3089.4	93.7	0.000	0.000	7.747	240.574	82779	52.1	4.419	223	8.2	24.7	NA	0.021	4811	4171	ma100433_rel.cz11a_bee
399	18593	0	0.0	3074.5	93.3	0.000	0.000	7.709	239.636	82612	52.1	4.443	224	7.9	24.1	NA	0.022	4763	4077	ma100433_rel.cz11abpi1_bee
399	17827	0	0.0	3078.0	93.3	0.000	0.000	7.718	239.683	76854	51.8	4.311	232	8.2	24.8	NA	0.023	4445	4075	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee76.21323.4010.3420.0420.0010.038
ma100433_rel.cz11abpi1_bee75.60424.0850.2690.0410.0010.034
ma100433_rel.cz11aredo1_bee73.86625.6720.4220.0390.0010.041

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
ma100433_rel.cz11a_bee72.16525.3212.5140.057
ma100433_rel.cz11abpi1_bee74.88722.9252.1880.049
ma100433_rel.cz11aredo1_bee76.33821.6761.9860.054

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
ma100433_rel.cz11a_bee78.34419.8931.7620.058
ma100433_rel.cz11abpi1_bee80.74917.7401.5110.049
ma100433_rel.cz11aredo1_bee81.83616.7641.4000.055

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
1994	16258	0	0.0	10116.6	307.8	0.000	0.000	5.073	158.016	94381	55.3	5.805	272	8.2	24.7	NA	0.038	4091	3548	ma100433_rel.cz11a_bee
1994	16262	0	0.0	9162.3	279.0	0.000	0.000	4.594	143.260	91788	55.3	5.645	272	7.9	24.1	NA	0.034	4061	3503	ma100433_rel.cz11abpi1_bee
1994	15894	0	0.0	10135.4	308.3	0.000	0.000	5.082	158.296	93978	55.2	5.913	278	8.2	24.8	NA	0.041	3980	3516	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee92.7017.1710.1160.012nonzero0.030
ma100433_rel.cz11abpi1_bee92.6467.2630.0780.014nonzero0.024
ma100433_rel.cz11aredo1_bee88.42511.4480.1120.015nonzero0.024

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
ma100433_rel.cz11a_bee77.58620.0442.3690.059
ma100433_rel.cz11abpi1_bee75.96121.3062.7310.0030.068
ma100433_rel.cz11aredo1_bee74.05022.7583.1900.0010.065

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
ma100433_rel.cz11a_bee83.43915.0061.5560.056
ma100433_rel.cz11abpi1_bee81.91216.2821.8060.052
ma100433_rel.cz11aredo1_bee80.40017.3742.2260.064

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
1994	18135	0	0.0	10297.2	313.2	0.000	0.000	5.163	160.820	103790	57.2	5.723	252	8.2	24.7	NA	0.030	4571	4155	ma100433_rel.cz11a_bee
1993	18232	0	0.0	9541.8	290.5	0.000	0.000	4.787	149.226	102064	57.1	5.598	251	7.9	24.1	NA	0.024	4571	4108	ma100433_rel.cz11abpi1_bee
1994	17164	0	0.0	10312.6	313.7	0.000	0.000	5.171	161.055	95819	56.8	5.583	265	8.2	24.8	NA	0.024	4315	3966	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee76.09023.2820.5500.0750.0030.051
ma100433_rel.cz11abpi1_bee75.93223.5560.4340.0750.0020.039
ma100433_rel.cz11aredo1_bee74.63324.7300.5570.0770.0030.041

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
ma100433_rel.cz11a_bee59.49436.4934.0120.0010.070
ma100433_rel.cz11abpi1_bee60.48935.9213.5900.056
ma100433_rel.cz11aredo1_bee59.22536.7204.0530.0010.065

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
ma100433_rel.cz11a_bee67.33229.5473.1220.062
ma100433_rel.cz11abpi1_bee68.11529.1082.7770.064
ma100433_rel.cz11aredo1_bee67.12829.7913.0810.057

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
3989	15744	0	0.0	10405.4	318.6	0.000	0.000	2.609	81.784	93425	57.7	5.934	293	8.2	24.7	NA	0.051	3996	3470	ma100433_rel.cz11a_bee
3987	15864	0	0.0	8782.4	269.7	0.000	0.000	2.203	69.265	89141	57.5	5.619	290	7.9	24.1	NA	0.039	3980	3422	ma100433_rel.cz11abpi1_bee
3989	15589	0	0.0	10375.4	317.7	0.000	0.000	2.601	81.557	92870	57.6	5.957	296	8.2	24.8	NA	0.041	3932	3436	ma100433_rel.cz11aredo1_bee

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
ma100433_rel.cz11a_bee90.4139.3740.1840.0280.0010.033
ma100433_rel.cz11abpi1_bee90.3229.5150.1370.0250.0010.033
ma100433_rel.cz11aredo1_bee85.92713.8620.1810.0290.0010.047

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
ma100433_rel.cz11a_bee64.49030.8734.6360.0010.066
ma100433_rel.cz11abpi1_bee70.48426.3563.1580.0020.070
ma100433_rel.cz11aredo1_bee65.06030.4694.4690.0030.078

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
ma100433_rel.cz11a_bee71.82424.8003.3740.0030.069
ma100433_rel.cz11abpi1_bee77.07320.6352.2910.0010.064
ma100433_rel.cz11aredo1_bee72.52124.1693.3100.0010.064

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
3989	17476	0	0.0	10701.6	327.5	0.000	0.000	2.683	84.079	100649	60.1	5.759	275	8.2	24.7	NA	0.033	4411	4012	ma100433_rel.cz11a_bee
3987	17484	0	0.0	10185.9	312.0	0.000	0.000	2.555	80.145	99912	60.4	5.714	276	7.9	24.1	NA	0.033	4379	3964	ma100433_rel.cz11abpi1_bee
3989	16574	0	0.0	10357.6	317.1	0.000	0.000	2.597	81.413	92496	59.8	5.581	289	8.2	24.8	NA	0.047	4169	3820	ma100433_rel.cz11aredo1_bee

l.i0

l.i0: load without secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
219178	0	0	0.0	904.1	78.4	0.000	0.000	0.004	0.366	33638	78.5	0.153	29	2.1	18.0	NA	0.147	60709	46349	ma100433_rel.cz11a_bee
217687	0	0	0.0	879.8	77.6	0.000	0.000	0.004	0.365	32570	79.4	0.150	29	2.1	18.0	NA	0.141	59456	42753	ma100433_rel.cz11abpi1_bee
220690	0	0	0.0	856.2	78.1	0.000	0.000	0.004	0.362	33181	79.2	0.150	29	2.1	18.0	NA	0.138	60793	47548	ma100433_rel.cz11aredo1_bee

l.x

l.x: create secondary indexes

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

ips	qps	rps	rmbps	wps	wmbps	rpq	rkbpq	wpi	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
592594	0	0	0.0	2288.0	446.9	0.000	0.000	0.004	0.772	18213	45.6	0.031	6	4.8	20.6	NA	0.002	NA	NA	ma100433_rel.cz11a_bee
592594	0	0	0.0	1941.0	437.2	0.000	0.000	0.003	0.755	7119	45.3	0.012	6	4.8	20.6	NA	0.002	NA	NA	ma100433_rel.cz11abpi1_bee
592594	0	0	0.0	2383.8	450.4	0.000	0.000	0.004	0.778	18324	45.6	0.031	6	4.8	20.6	NA	0.002	NA	NA	ma100433_rel.cz11aredo1_bee

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
47591	0	0	0.0	5223.2	193.1	0.000	0.000	0.110	4.156	29832	84.5	0.627	142	8.2	24.7	NA	0.168	11937	8787	ma100433_rel.cz11a_bee
42610	0	0	0.0	4591.8	174.0	0.000	0.000	0.108	4.181	27492	79.4	0.645	149	7.9	24.1	NA	0.080	10588	7242	ma100433_rel.cz11abpi1_bee
47747	0	0	0.0	5119.4	190.0	0.000	0.000	0.107	4.075	29563	84.7	0.619	142	8.2	24.8	NA	0.176	12037	8991	ma100433_rel.cz11aredo1_bee

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
19920	0	0	0.0	3388.3	127.3	0.000	0.000	0.170	6.543	65692	79.6	3.298	320	8.2	24.7	NA	0.080	5084	3361	ma100433_rel.cz11a_bee
18779	0	0	0.0	3347.1	124.3	0.000	0.000	0.178	6.776	62129	76.5	3.308	326	7.9	24.1	NA	0.094	4705	3083	ma100433_rel.cz11abpi1_bee
19891	0	0	0.0	3417.5	128.2	0.000	0.000	0.172	6.600	65452	79.5	3.291	320	8.2	24.8	NA	0.078	5067	1473	ma100433_rel.cz11aredo1_bee

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
399	16424	0	0.0	3103.8	94.1	0.000	0.000	7.787	241.813	73544	51.5	4.478	251	8.2	24.7	NA	0.026	4139	3614	ma100433_rel.cz11a_bee
399	16497	0	0.0	3080.4	93.5	0.000	0.000	7.728	240.214	74297	51.6	4.504	250	7.9	24.1	NA	0.027	4091	3564	ma100433_rel.cz11abpi1_bee
399	16290	0	0.0	3098.9	94.0	0.000	0.000	7.770	241.318	72793	51.6	4.469	253	8.2	24.8	NA	0.024	4123	3532	ma100433_rel.cz11aredo1_bee

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
399	18731	0	0.0	3089.4	93.7	0.000	0.000	7.747	240.574	82779	52.1	4.419	223	8.2	24.7	NA	0.021	4811	4171	ma100433_rel.cz11a_bee
399	18593	0	0.0	3074.5	93.3	0.000	0.000	7.709	239.636	82612	52.1	4.443	224	7.9	24.1	NA	0.022	4763	4077	ma100433_rel.cz11abpi1_bee
399	17827	0	0.0	3078.0	93.3	0.000	0.000	7.718	239.683	76854	51.8	4.311	232	8.2	24.8	NA	0.023	4445	4075	ma100433_rel.cz11aredo1_bee

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
1994	16258	0	0.0	10116.6	307.8	0.000	0.000	5.073	158.016	94381	55.3	5.805	272	8.2	24.7	NA	0.038	4091	3548	ma100433_rel.cz11a_bee
1994	16262	0	0.0	9162.3	279.0	0.000	0.000	4.594	143.260	91788	55.3	5.645	272	7.9	24.1	NA	0.034	4061	3503	ma100433_rel.cz11abpi1_bee
1994	15894	0	0.0	10135.4	308.3	0.000	0.000	5.082	158.296	93978	55.2	5.913	278	8.2	24.8	NA	0.041	3980	3516	ma100433_rel.cz11aredo1_bee

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
1994	18135	0	0.0	10297.2	313.2	0.000	0.000	5.163	160.820	103790	57.2	5.723	252	8.2	24.7	NA	0.030	4571	4155	ma100433_rel.cz11a_bee
1993	18232	0	0.0	9541.8	290.5	0.000	0.000	4.787	149.226	102064	57.1	5.598	251	7.9	24.1	NA	0.024	4571	4108	ma100433_rel.cz11abpi1_bee
1994	17164	0	0.0	10312.6	313.7	0.000	0.000	5.171	161.055	95819	56.8	5.583	265	8.2	24.8	NA	0.024	4315	3966	ma100433_rel.cz11aredo1_bee

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
3989	15744	0	0.0	10405.4	318.6	0.000	0.000	2.609	81.784	93425	57.7	5.934	293	8.2	24.7	NA	0.051	3996	3470	ma100433_rel.cz11a_bee
3987	15864	0	0.0	8782.4	269.7	0.000	0.000	2.203	69.265	89141	57.5	5.619	290	7.9	24.1	NA	0.039	3980	3422	ma100433_rel.cz11abpi1_bee
3989	15589	0	0.0	10375.4	317.7	0.000	0.000	2.601	81.557	92870	57.6	5.957	296	8.2	24.8	NA	0.041	3932	3436	ma100433_rel.cz11aredo1_bee

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
3989	17476	0	0.0	10701.6	327.5	0.000	0.000	2.683	84.079	100649	60.1	5.759	275	8.2	24.7	NA	0.033	4411	4012	ma100433_rel.cz11a_bee
3987	17484	0	0.0	10185.9	312.0	0.000	0.000	2.555	80.145	99912	60.4	5.714	276	7.9	24.1	NA	0.033	4379	3964	ma100433_rel.cz11abpi1_bee
3989	16574	0	0.0	10357.6	317.1	0.000	0.000	2.597	81.413	92496	59.8	5.581	289	8.2	24.8	NA	0.047	4169	3820	ma100433_rel.cz11aredo1_bee

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.385	98.043	1.526	0.030	0.016	0.000	0.000	0.000	0.000	0.147	ma100433_rel.cz11a_bee
0.000	0.439	97.974	1.539	0.033	0.016	0.000	0.000	0.000	0.000	0.141	ma100433_rel.cz11abpi1_bee
0.000	0.488	98.011	1.461	0.024	0.016	0.000	0.000	0.000	0.000	0.138	ma100433_rel.cz11aredo1_bee

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	70.290	28.778	0.927	0.005	0.000	0.000	0.000	0.000	0.168	ma100433_rel.cz11a_bee
0.000	0.000	62.936	35.936	1.127	0.001	0.000	0.000	0.000	0.000	0.080	ma100433_rel.cz11abpi1_bee
0.000	0.000	70.596	28.479	0.919	0.006	0.000	0.000	0.000	0.000	0.176	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	71.681	27.516	0.798	0.005	0.000	0.000	0.000	0.000	0.170	ma100433_rel.cz11a_bee
0.000	0.000	64.804	34.293	0.903	0.001	0.000	0.000	0.000	0.000	0.076	ma100433_rel.cz11abpi1_bee
0.000	0.000	72.002	27.202	0.791	0.005	0.000	0.000	0.000	0.000	0.173	ma100433_rel.cz11aredo1_bee

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.001	79.009	18.998	1.950	0.040	0.001	0.000	0.000	0.000	0.000	0.080	ma100433_rel.cz11a_bee
0.001	76.911	20.258	2.818	0.010	0.002	0.000	0.000	0.000	0.000	0.094	ma100433_rel.cz11abpi1_bee
0.001	79.286	18.687	1.971	0.053	0.001	0.000	0.000	0.000	0.000	0.078	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.004	79.246	18.745	1.965	0.039	0.001	0.000	0.000	0.000	0.000	0.079	ma100433_rel.cz11a_bee
0.003	77.002	20.154	2.830	0.009	0.002	0.000	0.000	0.000	0.000	0.094	ma100433_rel.cz11abpi1_bee
0.006	79.481	18.469	1.991	0.052	0.002	0.000	0.000	0.000	0.000	0.078	ma100433_rel.cz11aredo1_bee

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
73.453	26.423	0.121	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	ma100433_rel.cz11a_bee
73.992	25.890	0.113	0.004	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	ma100433_rel.cz11abpi1_bee
72.252	27.622	0.121	0.005	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	ma100433_rel.cz11aredo1_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	94.549	5.146	0.306	0.000	0.000	0.000	0.000	0.000	0.044	ma100433_rel.cz11a_bee
0.000	0.000	94.812	4.542	0.646	0.000	0.000	0.000	0.000	0.000	0.039	ma100433_rel.cz11abpi1_bee
0.000	0.000	94.278	5.389	0.333	0.000	0.000	0.000	0.000	0.000	0.040	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	96.174	3.653	0.174	0.000	0.000	0.000	0.000	0.000	0.037	ma100433_rel.cz11a_bee
0.000	0.000	96.271	3.368	0.361	0.000	0.000	0.000	0.000	0.000	0.034	ma100433_rel.cz11abpi1_bee
0.000	0.000	95.778	4.007	0.215	0.000	0.000	0.000	0.000	0.000	0.033	ma100433_rel.cz11aredo1_bee

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
94.288	5.679	0.032	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	ma100433_rel.cz11a_bee
93.506	6.463	0.030	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	ma100433_rel.cz11abpi1_bee
91.041	8.926	0.033	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	ma100433_rel.cz11aredo1_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	94.861	4.854	0.285	0.000	0.000	0.000	0.000	0.000	0.034	ma100433_rel.cz11a_bee
0.000	0.000	94.632	4.833	0.535	0.000	0.000	0.000	0.000	0.000	0.039	ma100433_rel.cz11abpi1_bee
0.000	0.000	94.062	5.479	0.458	0.000	0.000	0.000	0.000	0.000	0.040	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	96.382	3.410	0.208	0.000	0.000	0.000	0.000	0.000	0.033	ma100433_rel.cz11a_bee
0.000	0.000	96.333	3.299	0.368	0.000	0.000	0.000	0.000	0.000	0.036	ma100433_rel.cz11abpi1_bee
0.000	0.000	95.840	3.854	0.306	0.000	0.000	0.000	0.000	0.000	0.032	ma100433_rel.cz11aredo1_bee

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
76.213	23.401	0.342	0.042	0.001	0.000	0.000	0.000	0.000	0.000	0.038	ma100433_rel.cz11a_bee
75.604	24.085	0.269	0.041	0.001	0.000	0.000	0.000	0.000	0.000	0.034	ma100433_rel.cz11abpi1_bee
73.866	25.672	0.422	0.039	0.001	0.000	0.000	0.000	0.000	0.000	0.041	ma100433_rel.cz11aredo1_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	72.165	25.321	2.514	0.000	0.000	0.000	0.000	0.000	0.057	ma100433_rel.cz11a_bee
0.000	0.000	74.887	22.925	2.188	0.000	0.000	0.000	0.000	0.000	0.049	ma100433_rel.cz11abpi1_bee
0.000	0.000	76.338	21.676	1.986	0.000	0.000	0.000	0.000	0.000	0.054	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	78.344	19.893	1.762	0.000	0.000	0.000	0.000	0.000	0.058	ma100433_rel.cz11a_bee
0.000	0.000	80.749	17.740	1.511	0.000	0.000	0.000	0.000	0.000	0.049	ma100433_rel.cz11abpi1_bee
0.000	0.000	81.836	16.764	1.400	0.000	0.000	0.000	0.000	0.000	0.055	ma100433_rel.cz11aredo1_bee

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
92.701	7.171	0.116	0.012	nonzero	0.000	0.000	0.000	0.000	0.000	0.030	ma100433_rel.cz11a_bee
92.646	7.263	0.078	0.014	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	ma100433_rel.cz11abpi1_bee
88.425	11.448	0.112	0.015	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	ma100433_rel.cz11aredo1_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	77.586	20.044	2.369	0.000	0.000	0.000	0.000	0.000	0.059	ma100433_rel.cz11a_bee
0.000	0.000	75.961	21.306	2.731	0.003	0.000	0.000	0.000	0.000	0.068	ma100433_rel.cz11abpi1_bee
0.000	0.000	74.050	22.758	3.190	0.001	0.000	0.000	0.000	0.000	0.065	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	83.439	15.006	1.556	0.000	0.000	0.000	0.000	0.000	0.056	ma100433_rel.cz11a_bee
0.000	0.000	81.912	16.282	1.806	0.000	0.000	0.000	0.000	0.000	0.052	ma100433_rel.cz11abpi1_bee
0.000	0.000	80.400	17.374	2.226	0.000	0.000	0.000	0.000	0.000	0.064	ma100433_rel.cz11aredo1_bee

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
76.090	23.282	0.550	0.075	0.003	0.000	0.000	0.000	0.000	0.000	0.051	ma100433_rel.cz11a_bee
75.932	23.556	0.434	0.075	0.002	0.000	0.000	0.000	0.000	0.000	0.039	ma100433_rel.cz11abpi1_bee
74.633	24.730	0.557	0.077	0.003	0.000	0.000	0.000	0.000	0.000	0.041	ma100433_rel.cz11aredo1_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	59.494	36.493	4.012	0.001	0.000	0.000	0.000	0.000	0.070	ma100433_rel.cz11a_bee
0.000	0.000	60.489	35.921	3.590	0.000	0.000	0.000	0.000	0.000	0.056	ma100433_rel.cz11abpi1_bee
0.000	0.000	59.225	36.720	4.053	0.001	0.000	0.000	0.000	0.000	0.065	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	67.332	29.547	3.122	0.000	0.000	0.000	0.000	0.000	0.062	ma100433_rel.cz11a_bee
0.000	0.000	68.115	29.108	2.777	0.000	0.000	0.000	0.000	0.000	0.064	ma100433_rel.cz11abpi1_bee
0.000	0.000	67.128	29.791	3.081	0.000	0.000	0.000	0.000	0.000	0.057	ma100433_rel.cz11aredo1_bee

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
90.413	9.374	0.184	0.028	0.001	0.000	0.000	0.000	0.000	0.000	0.033	ma100433_rel.cz11a_bee
90.322	9.515	0.137	0.025	0.001	0.000	0.000	0.000	0.000	0.000	0.033	ma100433_rel.cz11abpi1_bee
85.927	13.862	0.181	0.029	0.001	0.000	0.000	0.000	0.000	0.000	0.047	ma100433_rel.cz11aredo1_bee

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	64.490	30.873	4.636	0.001	0.000	0.000	0.000	0.000	0.066	ma100433_rel.cz11a_bee
0.000	0.000	70.484	26.356	3.158	0.002	0.000	0.000	0.000	0.000	0.070	ma100433_rel.cz11abpi1_bee
0.000	0.000	65.060	30.469	4.469	0.003	0.000	0.000	0.000	0.000	0.078	ma100433_rel.cz11aredo1_bee

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	71.824	24.800	3.374	0.003	0.000	0.000	0.000	0.000	0.069	ma100433_rel.cz11a_bee
0.000	0.000	77.073	20.635	2.291	0.001	0.000	0.000	0.000	0.000	0.064	ma100433_rel.cz11abpi1_bee
0.000	0.000	72.521	24.169	3.310	0.001	0.000	0.000	0.000	0.000	0.064	ma100433_rel.cz11aredo1_bee