Introduction

This is a report for the insert benchmark with 2000M docs and 8 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 24 cores, 2 sockets, 64G RAM and 1 NVMe devices. The benchmark was run with 8 clients 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 8 tables with a table per client. It loads 250M 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 RAM and most tests are IO-bound except for the range query (qr*) tests that frequently have a cached working set. 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
ma100230_rel_withdbg.cz12a_c24r64 55340370972339921662575745940502342246344161044
ma100244_rel_withdbg.cz12a_c24r64 55294461881237681756570685760494402237336551017
ma100339_rel_withdbg.cz12a_c24r64 42167462715638241803559905807486102154310481580
ma100434_rel_withdbg.cz12a_c24r64 40265860882837841816536785690465862194309721527
ma100529_rel_withdbg.cz12a_c24r64 3231026489293492391653622430043568105840904900
ma100625_rel_withdbg.cz12a_c24r64 30562364082050005882573627160486843536288011487
ma101116_rel_withdbg.cz12a_c24r64 66269060313650565997571427242487753532298121475
ma110410_rel_withdbg.cz12b_c24r64 65445048780552536415579917326497533588221361489
ma110806_rel_withdbg.cz12b_c24r64 65681460313646096520581236458483203498218951410
ma120301_rel_withdbg.cz12b_c24r64 63512259934152646462592847378508723772229661487
ma130000_rel_withdbg.cz12b_c24r64 63979560024041246154600076953517333500232371465

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
ma100230_rel_withdbg.cz12a_c24r64 1.001.001.001.001.001.001.001.001.001.00
ma100244_rel_withdbg.cz12a_c24r64 1.000.870.941.060.990.970.981.000.980.97
ma100339_rel_withdbg.cz12a_c24r64 0.760.880.961.080.970.980.970.960.901.51
ma100434_rel_withdbg.cz12a_c24r64 0.730.860.951.090.930.960.930.980.901.46
ma100529_rel_withdbg.cz12a_c24r64 0.580.910.872.360.930.720.870.471.190.86
ma100625_rel_withdbg.cz12a_c24r64 0.550.901.253.541.001.210.971.570.841.42
ma101116_rel_withdbg.cz12a_c24r64 1.200.851.273.610.991.220.971.570.871.41
ma110410_rel_withdbg.cz12b_c24r64 1.180.691.323.861.011.230.991.600.641.43
ma110806_rel_withdbg.cz12b_c24r64 1.190.851.153.921.011.090.961.560.641.35
ma120301_rel_withdbg.cz12b_c24r64 1.150.841.323.891.031.241.011.680.671.42
ma130000_rel_withdbg.cz12b_c24r64 1.160.851.033.701.041.171.031.560.681.40

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
ma100230_rel_withdbg.cz12a_c24r647967973984398255005381
ma100244_rel_withdbg.cz12a_c24r647977963984398455005227
ma100339_rel_withdbg.cz12a_c24r647967973984398256963264
ma100434_rel_withdbg.cz12a_c24r647967973984398255283352
ma100529_rel_withdbg.cz12a_c24r647977963982393043783150
ma100625_rel_withdbg.cz12a_c24r647977963982398265516507
ma101116_rel_withdbg.cz12a_c24r647967973984398471686654
ma110410_rel_withdbg.cz12b_c24r647977963982398471686466
ma110806_rel_withdbg.cz12b_c24r647977973958398470835970
ma120301_rel_withdbg.cz12b_c24r647967973984398273286460
ma130000_rel_withdbg.cz12b_c24r647977973982398471116446
target8008004000400080008000

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
ma100230_rel_withdbg.cz12a_c24r640.15399.7500.0380.0260.0320.0020.274
ma100244_rel_withdbg.cz12a_c24r640.29299.6050.0420.0270.0330.0010.275
ma100339_rel_withdbg.cz12a_c24r640.23399.5640.0890.0760.0360.0020.420
ma100434_rel_withdbg.cz12a_c24r640.11999.7900.0330.0240.033nonzero0.276
ma100529_rel_withdbg.cz12a_c24r640.21799.3790.1120.2560.0350.236
ma100625_rel_withdbg.cz12a_c24r640.24499.3560.2880.0750.037nonzero0.304
ma101116_rel_withdbg.cz12a_c24r6415.71984.1280.0450.0690.0360.0010.341
ma110410_rel_withdbg.cz12b_c24r6411.93387.9140.0390.0790.0330.0020.322
ma110806_rel_withdbg.cz12b_c24r6430.49669.3480.0390.0820.0340.0010.360
ma120301_rel_withdbg.cz12b_c24r6416.34483.4690.0530.0760.0520.006nonzero1.374
ma130000_rel_withdbg.cz12b_c24r6423.19376.6530.0340.0840.0340.0010.338

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
553403	0	1	0.0	3693.8	201.4	0.000	0.000	0.007	0.373	72124	44.4	0.130	19	131.6	182.4	47.1	0.274	71991	53993	ma100230_rel_withdbg.cz12a_c24r64
552944	0	1	0.0	3709.3	201.9	0.000	0.000	0.007	0.374	72240	44.1	0.131	19	131.6	182.4	47.0	0.275	72390	54793	ma100244_rel_withdbg.cz12a_c24r64
421674	0	1	0.0	2951.7	165.0	0.000	0.000	0.007	0.401	61429	65.0	0.146	37	131.6	182.5	47.0	0.420	54992	35694	ma100339_rel_withdbg.cz12a_c24r64
402658	0	1	0.0	2817.1	157.1	0.000	0.000	0.007	0.400	55903	65.1	0.139	39	131.6	182.4	NA	0.276	51791	39295	ma100434_rel_withdbg.cz12a_c24r64
323102	0	1	0.0	2464.9	101.4	0.000	0.000	0.008	0.321	583192	54.6	1.805	41	131.6	182.4	45.9	0.236	41296	32596	ma100529_rel_withdbg.cz12a_c24r64
305623	0	0	0.0	1868.2	86.3	0.000	0.000	0.006	0.289	669730	54.3	2.191	43	131.6	182.4	45.6	0.304	38595	29396	ma100625_rel_withdbg.cz12a_c24r64
662690	0	2	0.0	3965.0	178.4	0.000	0.000	0.006	0.276	114667	46.6	0.173	17	131.6	182.4	45.6	0.341	87487	66292	ma101116_rel_withdbg.cz12a_c24r64
654450	0	2	0.0	3846.4	175.1	0.000	0.000	0.006	0.274	114951	46.3	0.176	17	131.6	182.4	45.6	0.322	85690	64692	ma110410_rel_withdbg.cz12b_c24r64
656814	0	2	0.0	3445.7	169.3	0.000	0.000	0.005	0.264	124029	46.3	0.189	17	131.6	182.4	45.6	0.360	81590	61493	ma110806_rel_withdbg.cz12b_c24r64
635122	0	2	0.0	3802.9	171.1	0.000	0.000	0.006	0.276	114449	45.1	0.180	17	131.6	182.4	45.6	1.374	82890	46494	ma120301_rel_withdbg.cz12b_c24r64
639795	0	1	0.0	3355.7	165.0	0.000	0.000	0.005	0.264	124764	45.8	0.195	17	131.6	182.4	45.6	0.338	78191	59393	ma130000_rel_withdbg.cz12b_c24r64

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	
1.413	11.94	0.000	0.000	5.679	5.270	3693.8	206191	99.91	2.776	6.280	57.09	0.994	4.648	0.000	0.000	0.277	4.564	0.000	0.000	22.32	13.22		ma100230_rel_withdbg.cz12a_c24r64
1.446	12.48	0.000	0.000	5.126	5.213	3709.3	206713	99.88	2.753	6.127	56.90	1.045	4.641	0.000	0.000	0.271	4.375	0.000	0.000	21.90	13.28		ma100244_rel_withdbg.cz12a_c24r64
1.089	9.311	0.000	0.000	5.328	4.826	2951.7	168912	74.78	2.697	6.763	60.58	1.404	14.10	0.000	0.000	0.250	4.791	0.000	0.000	17.92	10.95		ma100339_rel_withdbg.cz12a_c24r64
1.046	9.133	0.000	0.000	5.064	4.790	2817.1	160871	68.40	2.628	6.758	60.95	0.808	10.78	0.000	0.000	0.252	7.939	0.000	0.000	16.97	10.39		ma100434_rel_withdbg.cz12a_c24r64
0.644	4.605	0.002	0.048	5.323	4.413	2464.9	103787	69.97	2.751	4.307	41.62	0.522	2.923	0.000	0.000	0.198	3.633	0.000	0.000	11.04	7.291		ma100529_rel_withdbg.cz12a_c24r64
0.465	4.168	0.003	0.057	4.132	2.976	1868.2	88384.0	44.99	2.890	7.374	53.55	0.354	14.07	0.000	0.000	0.179	32.39	0.000	0.000	12.59	6.479		ma100625_rel_withdbg.cz12a_c24r64
1.479	11.04	0.004	0.090	6.622	5.026	3965.0	182720	104.9	2.838	6.933	48.50	1.320	6.255	0.000	0.000	0.283	4.702	0.000	0.000	26.26	13.47		ma101116_rel_withdbg.cz12a_c24r64
1.501	10.92	0.004	0.090	5.935	4.804	3846.4	179314	109.8	3.142	7.781	51.05	0.979	9.100	0.000	0.000	0.285	10.24	0.000	0.000	28.03	13.29		ma110410_rel_withdbg.cz12b_c24r64
1.557	11.49	0.015	0.231	6.362	4.908	3445.7	173359	110.1	3.535	8.737	56.50	1.102	15.80	0.000	0.000	0.265	13.27	0.000	0.000	27.25	12.75		ma110806_rel_withdbg.cz12b_c24r64
1.530	10.84	0.000	0.000	6.074	4.821	3802.9	175216	108.6	3.148	7.822	50.56	0.897	11.26	0.000	0.000	0.272	13.61	0.000	0.000	27.67	12.97		ma120301_rel_withdbg.cz12b_c24r64
1.191	9.612	0.000	0.000	4.013	3.780	3355.7	168934	104.9	3.417	8.795	55.29	0.783	9.944	0.000	0.000	0.263	12.98	0.000	0.000	27.40	12.30		ma130000_rel_withdbg.cz12b_c24r64

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
709723	0	7052	618.9	10105.5	724.9	0.010	0.893	0.014	1.046	49653	24.1	0.070	8	302.9	353.7	47.5	0.005	NA	NA	ma100230_rel_withdbg.cz12a_c24r64
618812	0	6283	555.9	7583.1	673.3	0.010	0.920	0.012	1.114	24892	22.1	0.040	9	302.9	353.7	46.4	0.006	NA	NA	ma100244_rel_withdbg.cz12a_c24r64
627156	0	6420	569.1	7582.9	679.9	0.010	0.929	0.012	1.110	24214	23.7	0.039	9	302.9	353.7	47.4	0.005	NA	NA	ma100339_rel_withdbg.cz12a_c24r64
608828	0	6215	550.0	7686.7	668.5	0.010	0.925	0.013	1.124	24829	22.1	0.041	9	299.8	350.6	NA	0.005	NA	NA	ma100434_rel_withdbg.cz12a_c24r64
648929	0	6518	573.8	7647.7	669.2	0.010	0.905	0.012	1.056	34676	26.8	0.053	10	299.8	350.6	46.3	0.006	NA	NA	ma100529_rel_withdbg.cz12a_c24r64
640820	0	6884	560.7	7820.1	664.8	0.011	0.896	0.012	1.062	31532	26.6	0.049	10	278.8	329.6	45.8	0.005	NA	NA	ma100625_rel_withdbg.cz12a_c24r64
603136	0	7260	526.4	7077.1	619.6	0.012	0.894	0.012	1.052	28188	26.0	0.047	10	278.8	329.6	45.8	0.012	NA	NA	ma101116_rel_withdbg.cz12a_c24r64
487805	0	4986	401.4	6034.8	505.8	0.010	0.843	0.012	1.062	25128	23.3	0.052	11	278.8	329.6	45.3	0.015	NA	NA	ma110410_rel_withdbg.cz12b_c24r64
603136	0	6083	488.6	7524.5	626.6	0.010	0.830	0.012	1.064	30120	26.1	0.050	10	278.8	329.6	45.3	0.002	NA	NA	ma110806_rel_withdbg.cz12b_c24r64
599341	0	6561	544.3	7031.2	615.8	0.011	0.930	0.012	1.052	28430	25.9	0.047	10	278.8	329.6	45.8	0.003	NA	NA	ma120301_rel_withdbg.cz12b_c24r64
600240	0	6411	528.3	7488.2	623.8	0.011	0.901	0.012	1.064	33205	24.5	0.055	10	278.8	329.6	45.8	0.005	NA	NA	ma130000_rel_withdbg.cz12b_c24r64

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	
7051.6	633772	0.000	0.000	0.390	90.80	10105.5	742335	175.0	1.059	15.55	109.5	4.935	46550.0	0.000	0.000	0.022	326.9	0.000	0.000	118.4	80.68		ma100230_rel_withdbg.cz12a_c24r64
6283.1	569213	0.015	0.001	0.697	104.9	7583.1	689470	173.0	1.560	18.55	104.3	4.896	46282.2	0.000	0.000	0.021	303.8	0.000	0.000	154.1	80.34		ma100244_rel_withdbg.cz12a_c24r64
6419.9	582784	0.020	0.001	0.668	105.0	7582.9	696238	185.1	1.547	19.40	104.8	5.475	50522.6	0.000	0.000	0.013	233.3	0.000	0.000	162.2	80.93		ma100339_rel_withdbg.cz12a_c24r64
6214.9	563178	0.001	0.000	0.676	104.8	7686.7	684520	176.0	1.590	17.21	101.9	5.842	52348.2	0.000	0.000	0.019	337.6	0.000	0.000	144.9	81.04		ma100434_rel_withdbg.cz12a_c24r64
6518.4	587539	0.011	0.000	0.492	102.1	7647.7	685246	148.9	1.769	24.91	112.0	5.960	52209.3	0.000	0.000	0.013	159.3	0.000	0.000	216.8	73.24		ma100529_rel_withdbg.cz12a_c24r64
6883.7	574186	0.011	0.000	0.381	98.42	7820.1	680728	123.9	1.520	20.60	112.4	5.851	51503.3	0.000	0.000	0.022	284.1	0.000	0.000	196.0	81.53		ma100625_rel_withdbg.cz12a_c24r64
7260.0	539040	0.011	0.002	0.451	92.93	7077.1	634480	141.4	2.005	25.81	106.1	5.617	51896.6	0.000	0.000	0.018	236.8	0.000	0.000	243.4	77.83		ma101116_rel_withdbg.cz12a_c24r64
4985.6	411042	0.032	0.001	0.448	94.69	6034.8	517949	109.0	2.126	17.29	99.50	4.695	41945.7	0.000	0.000	0.015	218.3	0.000	0.000	157.7	62.21		ma110410_rel_withdbg.cz12b_c24r64
6083.4	500314	0.020	0.001	0.473	99.97	7524.5	641652	157.8	2.501	25.34	92.55	5.498	48907.0	0.000	0.000	0.019	257.1	0.000	0.000	246.1	76.70		ma110806_rel_withdbg.cz12b_c24r64
6561.0	557361	0.056	0.002	0.441	100.4	7031.2	630608	136.3	1.971	23.91	107.1	4.621	40557.9	0.000	0.000	0.019	202.9	0.000	0.000	217.4	76.27		ma120301_rel_withdbg.cz12b_c24r64
6411.1	540958	0.014	0.000	0.514	100.9	7488.2	638775	157.1	2.392	26.51	93.39	5.921	48261.3	0.000	0.000	0.015	135.5	0.000	0.000	247.0	78.19		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r6419.63677.4062.9580.457
ma100244_rel_withdbg.cz12a_c24r6411.26785.2783.4540.517
ma100339_rel_withdbg.cz12a_c24r6415.35381.5523.0940.508
ma100434_rel_withdbg.cz12a_c24r640.00111.96484.9893.0470.450
ma100529_rel_withdbg.cz12a_c24r640.01611.00879.6319.3450.753
ma100625_rel_withdbg.cz12a_c24r640.10734.25463.8431.7960.613
ma101116_rel_withdbg.cz12a_c24r640.09834.72563.4201.7570.620
ma110410_rel_withdbg.cz12b_c24r640.04131.88967.2510.8190.748
ma110806_rel_withdbg.cz12b_c24r640.09029.90168.4621.5420.0052.185
ma120301_rel_withdbg.cz12b_c24r640.06831.92467.4780.5300.870
ma130000_rel_withdbg.cz12b_c24r640.09321.67275.8002.0890.3452.460

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
ma100230_rel_withdbg.cz12a_c24r640.18570.34129.4700.0050.330
ma100244_rel_withdbg.cz12a_c24r640.01164.53335.4510.0050.307
ma100339_rel_withdbg.cz12a_c24r640.00768.08931.6340.2700.377
ma100434_rel_withdbg.cz12a_c24r640.03365.80834.1540.0050.306
ma100529_rel_withdbg.cz12a_c24r640.06277.98021.1770.7810.729
ma100625_rel_withdbg.cz12a_c24r642.44777.65318.7991.1020.576
ma101116_rel_withdbg.cz12a_c24r642.13380.69516.1181.0530.584
ma110410_rel_withdbg.cz12b_c24r640.73088.78910.1000.3810.662
ma110806_rel_withdbg.cz12b_c24r640.18476.73822.5580.5180.0022.118
ma120301_rel_withdbg.cz12b_c24r640.82084.35514.5350.2910.855
ma130000_rel_withdbg.cz12b_c24r640.42167.06331.1811.1330.2022.386

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
3992	0	18733	292.7	27703.6	682.5	4.693	75.092	6.941	175.101	153161	13.2	38.372	794	399.6	451.6	47.3	0.457	500	300	ma100230_rel_withdbg.cz12a_c24r64
3768	0	18076	282.4	27060.8	665.6	4.798	76.759	7.182	180.900	144005	14.7	38.220	936	393.3	445.1	47.1	0.517	450	300	ma100244_rel_withdbg.cz12a_c24r64
3824	0	18326	286.3	27542.1	676.1	4.792	76.674	7.202	181.042	151012	13.5	39.490	847	393.6	445.8	47.0	0.508	500	300	ma100339_rel_withdbg.cz12a_c24r64
3784	0	18264	285.4	27323.1	671.1	4.826	77.223	7.220	181.598	151334	13.4	39.991	850	390.3	442.3	NA	0.450	450	300	ma100434_rel_withdbg.cz12a_c24r64
3492	0	16712	261.1	19821.6	542.9	4.785	76.563	5.676	159.185	230150	11.5	65.902	790	361.2	412.0	45.8	0.753	450	300	ma100529_rel_withdbg.cz12a_c24r64
5000	0	23842	372.5	23633.7	651.3	4.768	76.286	4.727	133.394	290091	14.8	58.018	710	332.6	383.5	45.2	0.613	650	350	ma100625_rel_withdbg.cz12a_c24r64
5056	0	24121	376.8	23829.8	655.8	4.771	76.313	4.713	132.825	302602	14.8	59.850	703	332.7	383.5	45.2	0.620	650	350	ma101116_rel_withdbg.cz12a_c24r64
5253	0	25360	396.2	24115.2	664.8	4.828	77.230	4.591	129.603	310160	13.7	59.048	626	332.7	383.5	45.2	0.748	700	250	ma110410_rel_withdbg.cz12b_c24r64
4609	0	22262	347.8	20735.6	571.2	4.830	77.272	4.499	126.920	306594	13.0	66.522	677	332.7	383.5	45.2	2.185	650	200	ma110806_rel_withdbg.cz12b_c24r64
5264	0	25438	397.2	24167.9	664.5	4.833	77.276	4.591	129.255	319630	13.9	60.720	634	332.7	383.5	45.2	0.870	700	400	ma120301_rel_withdbg.cz12b_c24r64
4124	0	19929	311.2	18789.9	516.3	4.832	77.269	4.556	128.197	289630	12.1	70.227	704	332.7	383.5	45.2	2.460	500	0	ma130000_rel_withdbg.cz12b_c24r64

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	
18733.1	299728	0.000	0.000	0.395	16.00	27703.6	698916	134.1	0.504	1.101	25.28	0.338	6.553	0.000	0.000	0.048	3.806	0.000	0.000	37.46	99.96		ma100230_rel_withdbg.cz12a_c24r64
18076.4	289213	0.007	0.000	0.407	16.00	27060.8	681594	128.9	0.482	1.059	25.21	0.492	28.17	0.000	0.000	0.063	13.81	0.000	0.000	35.98	99.96		ma100244_rel_withdbg.cz12a_c24r64
18325.5	293203	0.000	0.000	0.390	16.00	27542.1	692305	138.2	0.507	1.042	25.17	0.012	0.922	0.000	0.000	0.018	4.485	0.000	0.000	35.73	99.96		ma100339_rel_withdbg.cz12a_c24r64
18264.3	292226	0.000	0.000	0.400	16.00	27323.1	687202	124.2	0.462	1.064	25.18	0.086	7.948	0.000	0.000	0.042	21.63	0.000	0.000	36.23	99.96		ma100434_rel_withdbg.cz12a_c24r64
16712.1	267381	0.000	0.000	0.331	16.00	19821.6	555921	39.14	0.195	1.003	28.05	0.048	1.224	0.000	0.000	0.053	4.290	0.000	0.000	25.37	97.81		ma100529_rel_withdbg.cz12a_c24r64
23841.9	381430	0.004	0.000	0.538	16.00	23633.7	666969	37.79	0.160	1.253	28.24	0.028	1.941	0.000	0.000	0.036	9.652	0.000	0.000	42.28	99.38		ma100625_rel_withdbg.cz12a_c24r64
24120.7	385840	0.005	0.000	0.528	16.00	23829.8	671562	294.0	1.102	1.240	28.22	0.028	6.672	0.000	0.000	0.039	31.44	0.000	0.000	42.17	99.19		ma101116_rel_withdbg.cz12a_c24r64
25360.5	405666	0.004	0.000	0.513	16.00	24115.2	680763	267.3	1.150	1.137	28.42	0.025	12.58	0.000	0.000	0.032	50.80	0.000	0.000	40.48	98.43		ma110410_rel_withdbg.cz12b_c24r64
22261.5	356139	0.010	0.000	0.380	16.00	20735.6	584960	503.4	2.931	0.819	28.17	0.023	7.718	0.000	0.000	0.029	35.28	0.000	0.000	27.29	88.76		ma110806_rel_withdbg.cz12b_c24r64
25438.4	406778	0.013	0.000	0.493	15.99	24167.9	680397	309.7	1.110	1.111	28.21	0.029	0.142	0.000	0.000	0.035	0.624	0.000	0.000	39.46	98.08		ma120301_rel_withdbg.cz12b_c24r64
19928.6	318674	0.009	0.000	0.393	15.99	18789.9	528712	223.7	0.993	0.893	28.22	0.023	24.33	0.000	0.000	0.032	115.4	0.000	0.000	26.20	84.39		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r640.0146.42644.43748.3420.7820.106
ma100244_rel_withdbg.cz12a_c24r640.0105.28347.93645.8410.9300.099
ma100339_rel_withdbg.cz12a_c24r640.0176.92449.16143.1600.7380.100
ma100434_rel_withdbg.cz12a_c24r640.0125.86650.92142.3680.8330.133
ma100529_rel_withdbg.cz12a_c24r640.0115.64581.38612.8980.0590.0010.460
ma100625_rel_withdbg.cz12a_c24r640.05216.59882.3270.5020.5040.0170.440
ma101116_rel_withdbg.cz12a_c24r640.04615.23383.8830.4830.3450.0110.391
ma110410_rel_withdbg.cz12b_c24r640.04915.59583.8200.5140.0200.0020.667
ma110806_rel_withdbg.cz12b_c24r640.05319.48679.7150.7390.0080.087
ma120301_rel_withdbg.cz12b_c24r640.04019.16880.0220.7470.0170.0050.554
ma130000_rel_withdbg.cz12b_c24r640.04213.95885.4160.5420.042nonzero0.260

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
ma100230_rel_withdbg.cz12a_c24r640.10215.69939.11845.0010.0800.137
ma100244_rel_withdbg.cz12a_c24r640.06813.05744.46542.3410.0690.165
ma100339_rel_withdbg.cz12a_c24r640.13217.36143.85938.4910.1570.138
ma100434_rel_withdbg.cz12a_c24r640.09215.14346.80337.7820.1800.150
ma100529_rel_withdbg.cz12a_c24r640.05115.94072.99810.9990.012nonzero0.434
ma100625_rel_withdbg.cz12a_c24r640.16729.72769.2880.3910.4230.0040.454
ma101116_rel_withdbg.cz12a_c24r640.15928.38370.8170.3450.2940.0010.301
ma110410_rel_withdbg.cz12b_c24r640.12227.88771.6610.3120.0170.0010.635
ma110806_rel_withdbg.cz12b_c24r640.13134.52364.8810.4600.0060.087
ma120301_rel_withdbg.cz12b_c24r640.11633.49065.9130.4610.0160.0040.523
ma130000_rel_withdbg.cz12b_c24r640.11025.09374.4060.3540.037nonzero0.264

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
1662	0	19585	306.0	26469.0	685.6	11.783	188.530	15.925	422.394	138773	13.1	83.493	1892	400.5	452.5	47.3	0.106	120	85	ma100230_rel_withdbg.cz12a_c24r64
1756	0	18427	287.9	25234.7	651.5	10.494	167.909	14.371	379.937	130991	14.5	74.600	1982	394.4	446.3	47.1	0.099	135	90	ma100244_rel_withdbg.cz12a_c24r64
1803	0	18921	295.6	25882.9	671.0	10.492	167.867	14.352	381.030	136061	12.9	75.447	1717	393.6	445.8	47.0	0.100	130	80	ma100339_rel_withdbg.cz12a_c24r64
1816	0	18489	288.9	25371.0	656.5	10.179	162.854	13.967	370.065	132536	12.9	72.962	1704	390.3	442.3	NA	0.133	140	80	ma100434_rel_withdbg.cz12a_c24r64
3916	0	16992	265.5	19501.6	539.8	4.339	69.428	4.980	141.171	246345	14.3	62.911	876	361.2	412.2	45.8	0.460	490	440	ma100529_rel_withdbg.cz12a_c24r64
5882	0	25595	399.9	24208.3	673.4	4.351	69.618	4.115	117.222	323761	18.2	55.040	743	332.7	383.5	45.2	0.440	745	535	ma100625_rel_withdbg.cz12a_c24r64
5997	0	26127	408.2	24022.8	670.0	4.357	69.706	4.006	114.410	337086	18.3	56.209	732	332.7	383.5	45.2	0.391	785	535	ma101116_rel_withdbg.cz12a_c24r64
6415	0	28361	443.1	24834.7	691.5	4.421	70.733	3.871	110.373	353662	17.9	55.128	670	332.7	383.5	45.2	0.667	815	580	ma110410_rel_withdbg.cz12b_c24r64
6520	0	28816	450.2	25124.1	699.7	4.420	70.711	3.853	109.900	364699	18.4	55.936	677	332.7	383.5	45.2	0.087	805	720	ma110806_rel_withdbg.cz12b_c24r64
6462	0	28632	447.2	25006.2	696.2	4.431	70.861	3.870	110.330	362636	18.3	56.118	680	332.7	383.5	45.2	0.554	815	560	ma120301_rel_withdbg.cz12b_c24r64
6154	0	27208	425.0	23922.4	666.1	4.421	70.729	3.887	110.836	343383	17.0	55.800	663	332.7	383.5	45.2	0.260	780	580	ma130000_rel_withdbg.cz12b_c24r64

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	
19584.8	313356	0.000	0.000	0.317	16.00	26469.0	702061	34.35	0.129	0.869	26.58	0.006	0.026	0.000	0.000	0.008	0.129	0.000	0.000	29.27	99.82		ma100230_rel_withdbg.cz12a_c24r64
18427.0	294832	0.000	0.000	0.351	16.00	25234.7	667131	35.29	0.139	0.929	26.49	0.005	0.037	0.000	0.000	0.007	0.184	0.000	0.000	29.97	99.86		ma100244_rel_withdbg.cz12a_c24r64
18920.7	302731	0.000	0.000	0.326	16.00	25882.9	687149	34.11	0.132	0.883	26.61	0.003	0.016	0.000	0.000	0.006	0.081	0.000	0.000	29.09	99.83		ma100339_rel_withdbg.cz12a_c24r64
18489.3	295824	0.000	0.000	0.342	16.00	25371.0	672224	33.75	0.134	0.880	26.56	0.006	0.024	0.000	0.000	0.009	0.118	0.000	0.000	28.73	99.84		ma100434_rel_withdbg.cz12a_c24r64
16991.8	271868	0.000	0.000	0.321	16.00	19501.6	552796	10.28	0.053	0.787	28.35	0.120	3.216	0.000	0.000	0.059	4.028	0.000	0.000	20.78	97.88		ma100529_rel_withdbg.cz12a_c24r64
25594.8	409515	0.000	0.000	0.502	16.00	24208.3	689534	1.946	0.009	0.998	28.48	0.021	0.097	0.000	0.000	0.031	0.471	0.000	0.000	37.01	99.42		ma100625_rel_withdbg.cz12a_c24r64
26126.7	418025	0.000	0.000	0.515	16.00	24022.8	686116	5.370	0.022	0.995	28.56	0.017	2.785	0.000	0.000	0.026	12.39	0.000	0.000	37.34	99.52		ma101116_rel_withdbg.cz12a_c24r64
28360.7	453770	0.000	0.000	0.493	16.00	24834.7	708073	6.660	0.027	0.962	28.51	0.022	0.884	0.000	0.000	0.025	3.548	0.000	0.000	37.83	99.72		ma110410_rel_withdbg.cz12b_c24r64
28816.5	461032	0.000	0.000	0.444	16.00	25124.1	716536	5.770	0.024	0.849	28.52	0.014	0.245	0.000	0.000	0.018	1.127	0.000	0.000	34.12	99.53		ma110806_rel_withdbg.cz12b_c24r64
28632.3	457903	0.000	0.000	0.450	15.99	25006.2	712950	6.615	0.027	0.864	28.51	0.016	0.431	0.000	0.000	0.020	2.016	0.000	0.000	34.47	99.29		ma120301_rel_withdbg.cz12b_c24r64
27208.1	435251	0.000	0.000	0.517	16.00	23922.4	682062	5.278	0.022	0.954	28.51	0.021	1.012	0.000	0.000	0.025	4.431	0.000	0.000	36.90	99.67		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r6499.7130.2300.0570.001nonzero0.019
ma100244_rel_withdbg.cz12a_c24r6499.6770.2640.0580.001nonzero0.019
ma100339_rel_withdbg.cz12a_c24r6499.5780.3600.0610.001nonzero0.022
ma100434_rel_withdbg.cz12a_c24r6499.5110.4210.0660.001nonzero0.022
ma100529_rel_withdbg.cz12a_c24r6499.6070.3370.0550.001nonzero0.031
ma100625_rel_withdbg.cz12a_c24r6499.4420.4920.0560.010nonzero0.018
ma101116_rel_withdbg.cz12a_c24r6499.4420.4970.0510.0090.015
ma110410_rel_withdbg.cz12b_c24r6499.4680.4750.0480.009nonzero0.018
ma110806_rel_withdbg.cz12b_c24r6499.4840.4590.0480.009nonzero0.017
ma120301_rel_withdbg.cz12b_c24r6499.4990.4460.0470.009nonzero0.018
ma130000_rel_withdbg.cz12b_c24r6499.5360.4090.0480.0070.015

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

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
ma100230_rel_withdbg.cz12a_c24r642.10897.8850.0070.067
ma100244_rel_withdbg.cz12a_c24r642.12297.8720.0070.065
ma100339_rel_withdbg.cz12a_c24r646.87293.1280.063
ma100434_rel_withdbg.cz12a_c24r644.27895.7190.0030.070
ma100529_rel_withdbg.cz12a_c24r641.80680.52817.6670.100
ma100625_rel_withdbg.cz12a_c24r6428.13971.8610.054
ma101116_rel_withdbg.cz12a_c24r6433.09066.9100.057
ma110410_rel_withdbg.cz12b_c24r6432.20867.7920.055
ma110806_rel_withdbg.cz12b_c24r6432.39267.6080.051
ma120301_rel_withdbg.cz12b_c24r6433.31266.6880.048
ma130000_rel_withdbg.cz12b_c24r6446.44453.5560.051

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
ma100230_rel_withdbg.cz12a_c24r6432.79567.2050.050
ma100244_rel_withdbg.cz12a_c24r6431.47668.5240.050
ma100339_rel_withdbg.cz12a_c24r6432.94867.0520.052
ma100434_rel_withdbg.cz12a_c24r6432.13967.8610.051
ma100529_rel_withdbg.cz12a_c24r645.35192.9651.6840.081
ma100625_rel_withdbg.cz12a_c24r6442.01757.9830.043
ma101116_rel_withdbg.cz12a_c24r6447.28852.7120.040
ma110410_rel_withdbg.cz12b_c24r6445.16354.8370.040
ma110806_rel_withdbg.cz12b_c24r6443.83056.1700.047
ma120301_rel_withdbg.cz12b_c24r6444.36855.6320.042
ma130000_rel_withdbg.cz12b_c24r6458.18141.8190.041

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
796	57574	4115	64.3	10008.4	280.5	0.071	1.144	12.567	360.599	361402	36.8	6.277	153	400.5	452.5	47.3	0.019	7311	5167	ma100230_rel_withdbg.cz12a_c24r64
797	57068	4091	63.9	9937.2	278.4	0.072	1.147	12.470	357.793	355497	36.8	6.229	155	394.4	446.3	47.1	0.019	7311	5215	ma100244_rel_withdbg.cz12a_c24r64
796	55990	4035	63.0	9744.7	273.0	0.072	1.153	12.236	351.073	351091	36.5	6.271	156	393.6	445.8	47.0	0.022	7119	4703	ma100339_rel_withdbg.cz12a_c24r64
796	53678	4062	63.5	9857.0	276.1	0.076	1.211	12.377	355.016	336805	36.7	6.275	164	390.3	442.3	NA	0.022	6799	4687	ma100434_rel_withdbg.cz12a_c24r64
797	53622	3896	60.9	2221.1	62.8	0.073	1.163	2.787	80.633	343494	35.6	6.406	159	361.2	412.2	45.8	0.031	6831	5503	ma100529_rel_withdbg.cz12a_c24r64
797	57362	3912	61.0	2442.3	68.7	0.068	1.089	3.065	88.299	357148	34.8	6.226	146	332.7	383.5	45.2	0.018	7247	5391	ma100625_rel_withdbg.cz12a_c24r64
796	57142	3903	61.0	2419.1	68.2	0.068	1.093	3.038	87.727	356472	34.5	6.238	145	332.7	383.5	45.2	0.015	7215	5503	ma101116_rel_withdbg.cz12a_c24r64
797	57991	3919	61.2	2464.7	69.3	0.068	1.081	3.093	89.012	362573	34.6	6.252	143	332.7	383.5	45.2	0.018	7343	5471	ma110410_rel_withdbg.cz12b_c24r64
797	58123	3921	61.3	2470.1	69.4	0.067	1.079	3.100	89.202	363232	34.4	6.249	142	332.7	383.5	45.2	0.017	7375	5743	ma110806_rel_withdbg.cz12b_c24r64
796	59284	3926	61.3	2467.3	69.3	0.066	1.059	3.098	89.158	370140	35.8	6.244	145	332.7	383.5	45.2	0.018	7519	5871	ma120301_rel_withdbg.cz12b_c24r64
797	60007	3926	61.3	2462.0	69.3	0.065	1.046	3.089	89.037	374793	35.4	6.246	142	332.7	383.5	45.2	0.015	7615	5935	ma130000_rel_withdbg.cz12b_c24r64

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	
4115.0	65840.4	0.000	0.000	0.211	16.00	10008.4	287181	22.04	0.221	0.447	28.70	0.003	0.013	0.000	0.000	0.004	0.055	0.000	0.000	5.310	34.78		ma100230_rel_withdbg.cz12a_c24r64
4091.0	65455.5	0.000	0.000	0.211	16.00	9937.2	285126	20.93	0.211	0.420	28.69	0.003	0.011	0.000	0.000	0.003	0.055	0.000	0.000	4.995	34.12		ma100244_rel_withdbg.cz12a_c24r64
4034.6	64552.5	0.000	0.000	0.217	16.00	9744.7	279595	27.36	0.281	0.413	28.69	0.002	0.007	0.000	0.000	0.000	0.033	0.000	0.000	4.859	33.46		ma100339_rel_withdbg.cz12a_c24r64
4062.0	64992.2	0.000	0.000	0.217	16.00	9857.0	282735	23.05	0.234	0.371	28.69	0.005	0.020	0.000	0.000	0.006	0.100	0.000	0.000	4.497	33.47		ma100434_rel_withdbg.cz12a_c24r64
3896.4	62341.4	0.000	0.000	0.161	16.00	2221.1	64256.8	2.244	0.258	0.092	36.74	0.004	0.018	0.000	0.000	0.006	0.089	0.000	0.000	0.719	14.38		ma100529_rel_withdbg.cz12a_c24r64
3912.1	62484.9	0.000	0.000	0.138	15.99	2442.3	70365.9	1.163	0.191	0.402	33.35	0.023	0.448	0.000	0.000	0.033	2.238	0.000	0.000	1.633	13.69		ma100625_rel_withdbg.cz12a_c24r64
3903.0	62444.3	0.000	0.000	0.134	16.00	2419.1	69866.0	1.196	0.191	0.332	33.09	0.007	0.038	0.000	0.000	0.008	0.188	0.000	0.000	1.524	12.87		ma101116_rel_withdbg.cz12a_c24r64
3918.8	62694.5	0.000	0.000	0.135	16.00	2464.7	70934.0	1.156	0.206	0.349	33.44	0.004	0.211	0.000	0.000	0.006	1.053	0.000	0.000	1.579	13.12		ma110410_rel_withdbg.cz12b_c24r64
3921.3	62735.1	0.000	0.000	0.133	16.00	2470.1	71085.4	1.229	0.212	0.309	33.21	0.005	0.102	0.000	0.000	0.006	0.438	0.000	0.000	1.441	12.85		ma110806_rel_withdbg.cz12b_c24r64
3925.7	62754.4	0.000	0.000	0.136	15.98	2467.3	71005.5	1.819	0.259	0.336	33.34	0.006	0.126	0.000	0.000	0.011	0.632	0.000	0.000	1.531	13.17		ma120301_rel_withdbg.cz12b_c24r64
3926.1	62763.3	0.000	0.000	0.120	15.99	2462.0	70954.0	1.206	0.216	0.180	33.61	0.007	0.217	0.000	0.000	0.008	1.086	0.000	0.000	0.951	13.96		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r640.00126.75473.0860.1590.013
ma100244_rel_withdbg.cz12a_c24r640.00124.14375.6890.167nonzero0.021
ma100339_rel_withdbg.cz12a_c24r640.00125.17774.6310.1910.016
ma100434_rel_withdbg.cz12a_c24r640.00122.14877.6660.186nonzero0.024
ma100529_rel_withdbg.cz12a_c24r64nonzero6.28290.2353.4830.0010.024
ma100625_rel_withdbg.cz12a_c24r640.00153.03846.6400.320nonzerononzero0.167
ma101116_rel_withdbg.cz12a_c24r640.00155.58844.0580.352nonzerononzero0.163
ma110410_rel_withdbg.cz12b_c24r640.00156.28143.5380.179nonzerononzero0.078
ma110806_rel_withdbg.cz12b_c24r640.00143.74755.3340.8540.0580.006nonzero0.272
ma120301_rel_withdbg.cz12b_c24r640.00157.86341.9780.157nonzerononzero0.165
ma130000_rel_withdbg.cz12b_c24r640.00148.65851.1710.1670.0030.001nonzero0.323

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
ma100230_rel_withdbg.cz12a_c24r640.11899.5450.3370.079
ma100244_rel_withdbg.cz12a_c24r640.14699.5450.3090.087
ma100339_rel_withdbg.cz12a_c24r640.31299.3890.2990.078
ma100434_rel_withdbg.cz12a_c24r640.39699.3540.2500.084
ma100529_rel_withdbg.cz12a_c24r6448.18451.8160.132
ma100625_rel_withdbg.cz12a_c24r640.30999.3470.3440.082
ma101116_rel_withdbg.cz12a_c24r640.23399.3540.4130.076
ma110410_rel_withdbg.cz12b_c24r640.55699.4200.0240.070
ma110806_rel_withdbg.cz12b_c24r640.34796.6462.7850.2220.454
ma120301_rel_withdbg.cz12b_c24r640.54599.3650.0900.223
ma130000_rel_withdbg.cz12b_c24r640.06299.3610.5280.0490.889

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
ma100230_rel_withdbg.cz12a_c24r6412.37587.6250.063
ma100244_rel_withdbg.cz12a_c24r6410.06289.9340.0030.064
ma100339_rel_withdbg.cz12a_c24r6417.34482.6460.0100.065
ma100434_rel_withdbg.cz12a_c24r6416.54983.4440.0070.070
ma100529_rel_withdbg.cz12a_c24r640.01790.3829.6010.098
ma100625_rel_withdbg.cz12a_c24r642.85897.1180.0240.070
ma101116_rel_withdbg.cz12a_c24r641.57398.3780.0490.071
ma110410_rel_withdbg.cz12b_c24r646.33093.6700.058
ma110806_rel_withdbg.cz12b_c24r643.25094.8921.7640.0940.332
ma120301_rel_withdbg.cz12b_c24r644.76095.1910.0490.209
ma130000_rel_withdbg.cz12b_c24r640.56999.0070.3720.0520.621

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
797	5940	47378	740.3	9734.0	272.8	7.976	127.616	12.215	350.561	153403	12.2	25.825	493	400.5	452.5	47.3	0.013	736	560	ma100230_rel_withdbg.cz12a_c24r64
796	5760	46162	721.3	9707.8	272.1	8.014	128.229	12.190	349.816	147786	12.4	25.657	517	394.4	446.3	47.1	0.021	720	544	ma100244_rel_withdbg.cz12a_c24r64
797	5807	46356	724.3	9577.9	268.3	7.983	127.733	12.019	344.788	150054	11.9	25.842	492	393.6	445.8	47.0	0.016	720	544	ma100339_rel_withdbg.cz12a_c24r64
797	5690	45911	717.4	9679.0	271.1	8.069	129.097	12.146	348.331	147903	12.3	25.993	519	390.3	442.3	NA	0.024	704	544	ma100434_rel_withdbg.cz12a_c24r64
796	4300	36410	568.9	5099.1	139.7	8.468	135.495	6.403	179.584	197448	11.9	45.923	664	361.2	412.2	45.9	0.024	560	208	ma100529_rel_withdbg.cz12a_c24r64
796	7160	55266	863.5	5290.8	145.6	7.718	123.490	6.643	187.184	189645	11.5	26.485	385	332.7	383.5	45.2	0.167	928	368	ma100625_rel_withdbg.cz12a_c24r64
797	7242	55809	872.0	5277.8	145.6	7.706	123.300	6.623	187.122	199498	10.9	27.547	361	332.7	383.5	45.2	0.163	928	368	ma101116_rel_withdbg.cz12a_c24r64
796	7326	56321	880.0	5251.8	144.5	7.688	123.005	6.594	185.732	202200	10.7	27.601	351	332.7	383.5	45.2	0.078	944	368	ma110410_rel_withdbg.cz12b_c24r64
797	6458	50455	787.8	5214.2	143.5	7.812	124.907	6.543	184.333	195899	11.4	30.332	424	332.7	383.5	45.2	0.272	864	352	ma110806_rel_withdbg.cz12b_c24r64
797	7378	56626	884.6	5257.9	144.6	7.675	122.780	6.598	185.851	202210	11.3	27.407	368	332.7	383.5	45.2	0.165	944	368	ma120301_rel_withdbg.cz12b_c24r64
797	6953	53788	840.4	5211.5	144.2	7.736	123.775	6.540	185.325	195967	11.4	28.185	394	332.7	383.5	45.2	0.323	896	400	ma130000_rel_withdbg.cz12b_c24r64

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	
47378.3	758053	0.000	0.000	0.146	16.00	9734.0	279362	28.15	0.289	0.616	28.70	0.002	0.009	0.000	0.000	0.003	0.044	0.000	0.000	12.93	99.96		ma100230_rel_withdbg.cz12a_c24r64
46162.5	738599	0.000	0.000	0.147	16.00	9707.8	278594	26.95	0.277	0.599	28.70	0.002	0.007	0.000	0.000	0.003	0.033	0.000	0.000	12.62	99.95		ma100244_rel_withdbg.cz12a_c24r64
46356.1	741697	0.000	0.000	0.146	16.00	9577.9	274761	34.12	0.355	0.605	28.69	0.002	0.007	0.000	0.000	0.001	0.022	0.000	0.000	12.58	99.95		ma100339_rel_withdbg.cz12a_c24r64
45911.0	734576	0.000	0.000	0.146	16.00	9679.0	277585	28.97	0.299	0.571	28.68	0.010	0.042	0.000	0.000	0.014	0.211	0.000	0.000	12.25	99.95		ma100434_rel_withdbg.cz12a_c24r64
36410.1	582562	0.000	0.000	0.123	16.00	5099.1	143021	4.820	0.102	0.065	28.12	0.004	0.016	0.000	0.000	0.006	0.078	0.000	0.000	4.768	97.35		ma100529_rel_withdbg.cz12a_c24r64
55265.6	884235	0.000	0.000	0.118	16.00	5290.8	149073	1.445	0.032	0.656	28.28	0.012	0.124	0.000	0.000	0.014	0.565	0.000	0.000	9.965	97.44		ma100625_rel_withdbg.cz12a_c24r64
55808.7	892937	0.000	0.000	0.117	16.00	5277.8	149118	1.455	0.032	0.794	28.35	0.005	0.031	0.000	0.000	0.008	0.155	0.000	0.000	10.63	97.30		ma101116_rel_withdbg.cz12a_c24r64
56320.7	901112	0.000	0.000	0.114	16.00	5251.8	147917	1.586	0.035	0.735	28.27	0.009	0.157	0.000	0.000	0.010	0.776	0.000	0.000	10.23	97.33		ma110410_rel_withdbg.cz12b_c24r64
50454.9	806713	0.000	0.000	0.116	15.99	5214.2	146895	1.551	0.035	0.555	28.28	0.008	0.069	0.000	0.000	0.010	0.260	0.000	0.000	8.847	93.67		ma110806_rel_withdbg.cz12b_c24r64
56625.6	905855	0.000	0.000	0.114	16.00	5257.9	148104	1.536	0.034	0.652	28.27	0.009	0.195	0.000	0.000	0.014	0.938	0.000	0.000	9.806	97.26		ma120301_rel_withdbg.cz12b_c24r64
53788.5	860597	0.000	0.000	0.116	16.00	5211.5	147685	1.225	0.026	0.629	28.44	0.007	0.199	0.000	0.000	0.011	0.881	0.000	0.000	9.403	97.17		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r6498.5951.2570.1380.0100.0010.041
ma100244_rel_withdbg.cz12a_c24r6498.4001.4480.1400.0110.0010.039
ma100339_rel_withdbg.cz12a_c24r6497.7732.0010.2080.0170.0010.039
ma100434_rel_withdbg.cz12a_c24r6497.2542.5000.2270.0180.0010.045
ma100529_rel_withdbg.cz12a_c24r6497.1482.5820.1790.0860.004nonzero0.142
ma100625_rel_withdbg.cz12a_c24r6496.4783.2390.2530.0280.001nonzero0.245
ma101116_rel_withdbg.cz12a_c24r6496.4643.2520.2540.0290.001nonzero0.245
ma110410_rel_withdbg.cz12b_c24r6496.7892.9580.2230.0280.001nonzero0.241
ma110806_rel_withdbg.cz12b_c24r6496.7132.9890.2670.0230.0060.001nonzero0.582
ma120301_rel_withdbg.cz12b_c24r6496.9942.7420.2280.0340.001nonzero0.213
ma130000_rel_withdbg.cz12b_c24r6497.1392.6090.2160.0340.001nonzero0.245

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
ma100230_rel_withdbg.cz12a_c24r646.82473.11720.0580.137
ma100244_rel_withdbg.cz12a_c24r645.35674.06620.5780.136
ma100339_rel_withdbg.cz12a_c24r6411.06270.99417.9440.134
ma100434_rel_withdbg.cz12a_c24r649.04571.09819.8570.136
ma100529_rel_withdbg.cz12a_c24r640.20252.58547.0700.1420.376
ma100625_rel_withdbg.cz12a_c24r6419.71877.7052.4930.0840.352
ma101116_rel_withdbg.cz12a_c24r6420.88476.4232.6340.0590.320
ma110410_rel_withdbg.cz12b_c24r6424.03175.0470.8900.0330.302
ma110806_rel_withdbg.cz12b_c24r6435.39461.6262.6580.3220.746
ma120301_rel_withdbg.cz12b_c24r6423.11774.8052.0620.0160.312
ma130000_rel_withdbg.cz12b_c24r6422.98375.2101.7600.0470.530

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
ma100230_rel_withdbg.cz12a_c24r6432.87963.4173.7040.105
ma100244_rel_withdbg.cz12a_c24r6429.66365.8444.4940.098
ma100339_rel_withdbg.cz12a_c24r6435.37161.2553.3740.097
ma100434_rel_withdbg.cz12a_c24r6434.28961.6754.0360.107
ma100529_rel_withdbg.cz12a_c24r641.36074.87623.7550.0090.330
ma100625_rel_withdbg.cz12a_c24r6438.14761.0920.7070.0540.321
ma101116_rel_withdbg.cz12a_c24r6439.71959.4450.7960.0400.308
ma110410_rel_withdbg.cz12b_c24r6443.44556.0520.4770.0260.298
ma110806_rel_withdbg.cz12b_c24r6443.62454.8871.3340.1550.753
ma120301_rel_withdbg.cz12b_c24r6440.96558.0201.0100.0060.307
ma130000_rel_withdbg.cz12b_c24r6441.82457.2990.8400.0370.518

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
3984	50234	18572	290.2	23736.4	623.6	0.370	5.915	5.957	160.258	396992	46.5	7.903	222	400.5	452.5	47.3	0.041	6383	3184	ma100230_rel_withdbg.cz12a_c24r64
3984	49440	18542	289.7	23719.6	622.3	0.375	6.001	5.953	159.916	385090	47.7	7.789	232	394.4	446.3	47.1	0.039	6319	2960	ma100244_rel_withdbg.cz12a_c24r64
3984	48610	18392	287.4	23401.2	616.5	0.378	6.054	5.873	158.425	388485	45.4	7.992	224	393.6	445.8	47.1	0.039	6159	3072	ma100339_rel_withdbg.cz12a_c24r64
3984	46586	18542	289.7	23677.1	620.6	0.398	6.368	5.942	159.502	375231	45.7	8.055	235	390.3	442.3	NA	0.045	5935	2768	ma100434_rel_withdbg.cz12a_c24r64
3982	43568	18324	286.3	17640.6	488.2	0.421	6.729	4.430	125.536	455889	43.9	10.464	242	361.2	412.2	45.9	0.142	5727	1120	ma100529_rel_withdbg.cz12a_c24r64
3982	48684	18242	285.0	15824.3	440.0	0.375	5.995	3.974	113.146	448465	41.4	9.212	204	332.7	383.5	45.2	0.245	6239	3535	ma100625_rel_withdbg.cz12a_c24r64
3984	48775	18252	285.1	15759.9	439.4	0.374	5.984	3.955	112.918	454535	41.1	9.319	202	332.7	383.5	45.3	0.245	6303	3584	ma101116_rel_withdbg.cz12a_c24r64
3982	49753	18335	286.5	15998.4	444.6	0.369	5.896	4.017	114.316	461996	40.0	9.286	193	332.7	383.5	45.3	0.241	6351	3471	ma110410_rel_withdbg.cz12b_c24r64
3958	48320	18205	284.4	15713.5	438.2	0.377	6.027	3.970	113.370	459931	39.2	9.519	195	332.7	383.5	44.8	0.582	6335	1872	ma110806_rel_withdbg.cz12b_c24r64
3984	50872	18342	286.5	15914.7	443.6	0.361	5.766	3.994	113.992	468313	40.9	9.206	193	332.7	383.5	45.2	0.213	6575	3647	ma120301_rel_withdbg.cz12b_c24r64
3982	51733	18338	286.5	15877.2	444.2	0.354	5.671	3.987	114.209	474728	40.0	9.177	186	332.7	383.5	45.2	0.245	6671	3680	ma130000_rel_withdbg.cz12b_c24r64

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	
18571.8	297148	0.000	0.000	0.207	16.00	23736.4	638547	11.96	0.055	0.638	26.95	0.008	0.040	0.000	0.000	0.011	0.188	0.000	0.000	18.91	82.78		ma100230_rel_withdbg.cz12a_c24r64
18542.0	296672	0.000	0.000	0.206	16.00	23719.6	637184	16.22	0.071	0.608	26.91	0.007	0.029	0.000	0.000	0.011	0.144	0.000	0.000	18.17	82.74		ma100244_rel_withdbg.cz12a_c24r64
18391.5	294264	0.000	0.000	0.207	16.00	23401.2	631246	17.56	0.078	0.626	27.02	0.006	0.027	0.000	0.000	0.008	0.133	0.000	0.000	18.39	81.93		ma100339_rel_withdbg.cz12a_c24r64
18541.8	296666	0.000	0.000	0.204	16.00	23677.1	635535	18.74	0.082	0.562	26.89	0.007	0.035	0.000	0.000	0.011	0.177	0.000	0.000	17.06	82.04		ma100434_rel_withdbg.cz12a_c24r64
18324.2	293187	0.000	0.000	0.261	16.00	17640.6	499920	5.871	0.036	0.403	28.41	0.012	0.062	0.000	0.000	0.017	0.310	0.000	0.000	12.36	87.89		ma100529_rel_withdbg.cz12a_c24r64
18241.8	291839	0.000	0.000	0.188	16.00	15824.3	450581	1.384	0.010	0.604	28.57	0.008	0.093	0.000	0.000	0.014	0.438	0.000	0.000	12.96	67.66		ma100625_rel_withdbg.cz12a_c24r64
18251.6	291892	0.000	0.000	0.187	15.99	15759.9	449923	1.689	0.012	0.623	28.64	0.011	0.066	0.000	0.000	0.011	0.260	0.000	0.000	13.12	67.78		ma101116_rel_withdbg.cz12a_c24r64
18334.9	293359	0.000	0.000	0.184	16.00	15998.4	455241	2.640	0.018	0.661	28.55	0.011	0.148	0.000	0.000	0.014	0.709	0.000	0.000	13.97	67.61		ma110410_rel_withdbg.cz12b_c24r64
18205.1	291238	0.000	0.000	0.170	16.00	15713.5	448741	1.892	0.013	0.593	28.65	0.013	0.095	0.000	0.000	0.018	0.357	0.000	0.000	12.56	79.83		ma110806_rel_withdbg.cz12b_c24r64
18341.6	293351	0.000	0.000	0.184	15.99	15914.7	454201	2.383	0.017	0.580	28.63	0.012	0.372	0.000	0.000	0.018	1.634	0.000	0.000	12.57	67.37		ma120301_rel_withdbg.cz12b_c24r64
18338.1	293351	0.000	0.000	0.183	16.00	15877.2	454815	1.652	0.012	0.566	28.74	0.011	0.239	0.000	0.000	0.014	1.197	0.000	0.000	12.25	67.45		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r640.15274.42725.2020.2200.049
ma100244_rel_withdbg.cz12a_c24r640.10974.38325.2790.2290.062
ma100339_rel_withdbg.cz12a_c24r640.13271.87727.7150.2770.056
ma100434_rel_withdbg.cz12a_c24r640.07273.12526.5630.2400.046
ma100529_rel_withdbg.cz12a_c24r64nonzero10.70783.6855.6060.0010.079
ma100625_rel_withdbg.cz12a_c24r648.58382.4888.9140.0080.0060.0010.392
ma101116_rel_withdbg.cz12a_c24r649.30781.4869.1940.0070.006nonzero0.309
ma110410_rel_withdbg.cz12b_c24r6410.24981.6528.0830.0110.0050.0010.291
ma110806_rel_withdbg.cz12b_c24r649.46481.0269.4920.0110.006nonzero0.281
ma120301_rel_withdbg.cz12b_c24r64nonzero11.37182.9885.6270.0090.0050.0010.313
ma130000_rel_withdbg.cz12b_c24r648.07483.3728.5380.0110.0050.0010.330

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
ma100230_rel_withdbg.cz12a_c24r640.66177.55021.7890.213
ma100244_rel_withdbg.cz12a_c24r640.57177.25222.1770.181
ma100339_rel_withdbg.cz12a_c24r640.97370.11728.9100.194
ma100434_rel_withdbg.cz12a_c24r640.73077.49521.7750.180
ma100529_rel_withdbg.cz12a_c24r640.01218.48180.7850.7220.428
ma100625_rel_withdbg.cz12a_c24r640.98989.0089.8900.1130.409
ma101116_rel_withdbg.cz12a_c24r640.82189.7229.4290.0280.318
ma110410_rel_withdbg.cz12b_c24r640.76289.9579.2220.0590.343
ma110806_rel_withdbg.cz12b_c24r640.91288.86910.1280.0900.371
ma120301_rel_withdbg.cz12b_c24r641.27692.9815.6700.0730.369
ma130000_rel_withdbg.cz12b_c24r640.93888.81710.1610.0840.386

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
ma100230_rel_withdbg.cz12a_c24r645.76487.6106.6260.157
ma100244_rel_withdbg.cz12a_c24r646.63987.0026.3590.131
ma100339_rel_withdbg.cz12a_c24r648.19883.0618.7410.149
ma100434_rel_withdbg.cz12a_c24r647.09486.8296.0760.132
ma100529_rel_withdbg.cz12a_c24r640.04269.84030.0400.0780.357
ma100625_rel_withdbg.cz12a_c24r644.52592.9012.4880.0870.399
ma101116_rel_withdbg.cz12a_c24r643.75593.8822.3420.0210.311
ma110410_rel_withdbg.cz12b_c24r643.19093.3223.4290.0580.330
ma110806_rel_withdbg.cz12b_c24r643.06992.8993.9510.0810.354
ma120301_rel_withdbg.cz12b_c24r644.93592.4102.6050.0510.357
ma130000_rel_withdbg.cz12b_c24r644.14191.7514.0300.0780.369

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
3982	2246	39651	619.5	26108.1	668.7	17.652	282.440	6.556	171.960	192889	18.3	85.873	1955	400.5	452.5	47.3	0.049	288	112	ma100230_rel_withdbg.cz12a_c24r64
3984	2237	39567	618.2	26158.3	668.1	17.685	282.957	6.565	171.703	187316	20.3	83.724	2178	394.4	446.3	47.1	0.062	288	96	ma100244_rel_withdbg.cz12a_c24r64
3982	2154	38824	606.6	26262.1	666.6	18.024	288.387	6.595	171.418	196964	18.0	91.441	2006	393.6	445.8	47.1	0.056	272	112	ma100339_rel_withdbg.cz12a_c24r64
3982	2194	39362	615.0	26185.3	669.6	17.938	287.016	6.575	172.182	189951	18.2	86.566	1991	390.3	442.3	NA	0.046	288	96	ma100434_rel_withdbg.cz12a_c24r64
3930	1058	28196	440.6	17094.7	474.7	26.660	426.565	4.350	123.690	281625	15.6	266.287	3540	361.2	412.6	45.9	0.079	144	80	ma100529_rel_withdbg.cz12a_c24r64
3982	3536	50727	792.3	19030.3	527.1	14.348	229.491	4.779	135.527	293933	16.4	83.138	1113	332.7	383.5	45.2	0.392	448	192	ma100625_rel_withdbg.cz12a_c24r64
3984	3532	50666	791.7	19015.2	528.1	14.345	229.523	4.772	135.719	307620	15.7	87.098	1067	332.7	383.5	45.3	0.309	448	192	ma101116_rel_withdbg.cz12a_c24r64
3984	3588	51087	798.1	19387.3	536.6	14.238	227.775	4.866	137.908	315816	14.7	88.018	983	332.7	383.5	45.3	0.291	464	192	ma110410_rel_withdbg.cz12b_c24r64
3984	3498	50363	786.9	19310.6	536.2	14.398	230.365	4.846	137.789	314818	14.4	90.002	988	332.7	383.5	45.2	0.281	448	192	ma110806_rel_withdbg.cz12b_c24r64
3982	3772	52548	821.0	19377.2	539.8	13.930	222.853	4.866	138.808	319211	15.1	84.620	961	332.7	383.5	45.2	0.313	480	208	ma120301_rel_withdbg.cz12b_c24r64
3984	3500	50412	787.5	19173.5	534.2	14.402	230.384	4.812	137.286	317696	14.8	90.763	1015	332.7	383.5	45.2	0.330	448	224	ma130000_rel_withdbg.cz12b_c24r64

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	
39651.0	634416	0.000	0.000	0.277	16.00	26108.1	684795	27.00	0.104	0.790	26.27	0.006	0.024	0.000	0.000	0.008	0.122	0.000	0.000	31.62	99.98		ma100230_rel_withdbg.cz12a_c24r64
39566.9	633060	0.011	0.000	0.269	16.00	26158.3	684151	28.10	0.108	0.770	26.19	0.006	0.027	0.000	0.000	0.008	0.133	0.000	0.000	30.75	99.97		ma100244_rel_withdbg.cz12a_c24r64
38824.1	621186	0.000	0.000	0.272	16.00	26262.1	682637	31.57	0.121	0.800	26.02	0.006	0.029	0.000	0.000	0.008	0.144	0.000	0.000	31.58	99.98		ma100339_rel_withdbg.cz12a_c24r64
39362.4	629798	0.000	0.000	0.272	16.00	26185.3	685681	29.82	0.114	0.756	26.22	0.009	0.035	0.000	0.000	0.014	0.177	0.000	0.000	30.52	99.97		ma100434_rel_withdbg.cz12a_c24r64
28196.0	451135	0.000	0.000	0.314	16.00	17094.7	486113	12.00	0.071	0.592	28.44	0.016	0.063	0.000	0.000	0.019	0.284	0.000	0.000	18.85	97.66		ma100529_rel_withdbg.cz12a_c24r64
50727.2	811366	0.000	0.000	0.248	16.00	19030.3	539710	1.808	0.011	0.795	28.36	0.013	0.164	0.000	0.000	0.015	0.709	0.000	0.000	27.63	98.80		ma100625_rel_withdbg.cz12a_c24r64
50665.9	810654	0.000	0.000	0.250	16.00	19015.2	540772	3.134	0.017	0.855	28.44	0.014	0.091	0.000	0.000	0.021	0.404	0.000	0.000	28.79	98.87		ma101116_rel_withdbg.cz12a_c24r64
51087.3	817281	0.000	0.000	0.246	16.00	19387.3	549494	2.922	0.016	0.847	28.35	0.017	0.953	0.000	0.000	0.021	4.709	0.000	0.000	28.94	98.90		ma110410_rel_withdbg.cz12b_c24r64
50362.6	805792	0.000	0.000	0.253	16.00	19310.6	549022	5.024	0.027	0.850	28.43	0.017	0.166	0.000	0.000	0.020	0.707	0.000	0.000	29.04	98.85		ma110806_rel_withdbg.cz12b_c24r64
52548.5	840669	0.000	0.000	0.232	16.00	19377.2	552775	3.876	0.021	0.776	28.53	0.016	0.375	0.000	0.000	0.017	1.649	0.000	0.000	27.14	98.87		ma120301_rel_withdbg.cz12b_c24r64
50411.5	806413	0.000	0.000	0.248	16.00	19173.5	547016	3.890	0.021	0.815	28.53	0.017	1.150	0.000	0.000	0.022	5.040	0.000	0.000	28.02	98.78		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r6489.5088.4851.8680.1320.007nonzero0.073
ma100244_rel_withdbg.cz12a_c24r6488.5219.3621.9740.1370.0070.063
ma100339_rel_withdbg.cz12a_c24r6481.66615.7252.4230.1800.006nonzero0.076
ma100434_rel_withdbg.cz12a_c24r6483.64113.7782.3870.1860.0070.063
ma100529_rel_withdbg.cz12a_c24r6495.5614.1520.1580.1140.0140.0010.108
ma100625_rel_withdbg.cz12a_c24r6485.06212.8281.8830.2160.0050.0030.002nonzerononzero5.007
ma101116_rel_withdbg.cz12a_c24r6484.07713.5422.1390.2360.006nonzerononzero0.264
ma110410_rel_withdbg.cz12b_c24r6479.90215.6633.3441.0790.013nonzerononzero0.335
ma110806_rel_withdbg.cz12b_c24r6480.04915.3253.5211.0870.0160.002nonzero0.600
ma120301_rel_withdbg.cz12b_c24r6481.16614.7782.9751.0690.012nonzerononzero0.463
ma130000_rel_withdbg.cz12b_c24r6481.90513.9823.0251.0700.0160.0010.155

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
ma100230_rel_withdbg.cz12a_c24r640.01341.83858.1500.249
ma100244_rel_withdbg.cz12a_c24r640.01341.30358.6840.242
ma100339_rel_withdbg.cz12a_c24r640.01048.12651.8640.254
ma100434_rel_withdbg.cz12a_c24r640.00840.91159.081nonzero0.266
ma100529_rel_withdbg.cz12a_c24r640.01331.61866.8181.5510.557
ma100625_rel_withdbg.cz12a_c24r640.87485.59213.2170.0920.2060.0195.296
ma101116_rel_withdbg.cz12a_c24r640.26684.45115.2780.0060.338
ma110410_rel_withdbg.cz12b_c24r640.21483.34316.4380.0060.596
ma110806_rel_withdbg.cz12b_c24r640.28682.46217.2450.0060.720
ma120301_rel_withdbg.cz12b_c24r640.17687.05212.7580.0140.634
ma130000_rel_withdbg.cz12b_c24r640.23384.09115.6760.240

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
ma100230_rel_withdbg.cz12a_c24r640.02673.48526.4890.184
ma100244_rel_withdbg.cz12a_c24r640.02972.34527.6260.189
ma100339_rel_withdbg.cz12a_c24r640.01876.52023.4620.180
ma100434_rel_withdbg.cz12a_c24r640.01971.97628.0050.188
ma100529_rel_withdbg.cz12a_c24r640.02176.09823.8590.0220.544
ma100625_rel_withdbg.cz12a_c24r641.43596.2932.0080.0850.1650.0155.283
ma101116_rel_withdbg.cz12a_c24r640.45396.5922.9510.0040.321
ma110410_rel_withdbg.cz12b_c24r640.36196.6392.9950.0050.587
ma110806_rel_withdbg.cz12b_c24r640.37696.1613.4580.0050.713
ma120301_rel_withdbg.cz12b_c24r640.24297.1122.6330.0130.624
ma130000_rel_withdbg.cz12b_c24r640.33295.9903.6780.197

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
5500	34416	22371	349.5	33306.2	776.3	0.650	10.400	6.055	144.521	385941	48.1	11.214	335	400.5	452.5	47.3	0.073	4431	912	ma100230_rel_withdbg.cz12a_c24r64
5500	33655	22290	348.3	33336.7	773.1	0.662	10.596	6.061	143.935	374266	49.4	11.121	352	394.4	446.4	47.1	0.063	4319	896	ma100244_rel_withdbg.cz12a_c24r64
5696	31048	22416	350.2	33277.4	776.4	0.722	11.551	5.842	139.569	363524	46.3	11.708	358	393.6	445.8	47.1	0.076	3855	912	ma100339_rel_withdbg.cz12a_c24r64
5528	30972	22595	353.0	33625.7	781.6	0.730	11.672	6.083	144.782	371011	46.2	11.979	358	390.3	442.3	NA	0.063	3871	832	ma100434_rel_withdbg.cz12a_c24r64
4378	40904	19122	298.8	20642.6	571.5	0.467	7.479	4.715	133.663	466219	44.8	11.398	263	361.2	412.6	45.9	0.108	5327	640	ma100529_rel_withdbg.cz12a_c24r64
6551	28801	28759	449.3	24417.9	678.9	0.999	15.974	3.727	106.119	513910	43.6	17.843	363	332.7	383.5	45.2	5.007	3807	432	ma100625_rel_withdbg.cz12a_c24r64
7168	29812	31474	491.7	26339.1	734.9	1.056	16.890	3.675	104.989	578944	45.6	19.420	367	332.7	383.5	45.3	0.264	3824	1376	ma101116_rel_withdbg.cz12a_c24r64
7168	22136	31695	495.2	26703.6	743.2	1.432	22.906	3.726	106.182	507946	37.9	22.947	411	332.7	383.6	45.3	0.335	2800	1456	ma110410_rel_withdbg.cz12b_c24r64
7083	21895	31382	490.3	26449.2	736.6	1.433	22.929	3.734	106.488	508976	37.4	23.246	410	332.7	383.6	45.2	0.600	2768	1360	ma110806_rel_withdbg.cz12b_c24r64
7328	22966	32424	506.6	27136.5	760.3	1.412	22.589	3.703	106.243	522192	38.2	22.737	399	332.7	383.6	45.2	0.463	2896	1472	ma120301_rel_withdbg.cz12b_c24r64
7111	23237	31482	491.8	26476.0	739.3	1.355	21.672	3.723	106.453	517384	36.1	22.265	373	332.7	383.6	45.2	0.155	2959	1328	ma130000_rel_withdbg.cz12b_c24r64

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	
22370.9	357935	0.000	0.000	0.266	16.00	33306.2	794908	40.74	0.122	0.752	23.88	0.007	0.031	0.000	0.000	0.009	0.145	0.000	0.000	30.97	99.91		ma100230_rel_withdbg.cz12a_c24r64
22290.0	356613	0.000	0.000	0.258	16.00	33336.7	791687	45.45	0.136	0.714	23.76	0.007	0.057	0.000	0.000	0.011	0.283	0.000	0.000	29.55	99.82		ma100244_rel_withdbg.cz12a_c24r64
22416.0	358639	0.000	0.000	0.261	16.00	33277.4	795011	53.29	0.160	0.743	23.90	0.006	0.032	0.000	0.000	0.010	0.158	0.000	0.000	30.61	99.95		ma100339_rel_withdbg.cz12a_c24r64
22594.6	361512	0.000	0.000	0.259	16.00	33625.7	800323	49.80	0.148	0.716	23.81	0.011	0.063	0.000	0.000	0.015	0.276	0.000	0.000	29.94	99.95		ma100434_rel_withdbg.cz12a_c24r64
19122.0	305942	0.000	0.000	0.334	16.00	20642.6	585203	4.851	0.023	0.500	28.35	0.022	0.335	0.000	0.000	0.030	1.548	0.000	0.000	16.70	96.56		ma100529_rel_withdbg.cz12a_c24r64
28758.9	460064	0.000	0.000	0.322	16.00	24417.9	695229	1.855	0.009	0.584	28.41	0.027	0.146	0.000	0.000	0.030	0.571	0.000	0.000	23.90	91.18		ma100625_rel_withdbg.cz12a_c24r64
31473.5	503530	0.000	0.000	0.332	16.00	26339.1	752528	6.122	0.024	0.627	28.57	0.025	0.459	0.000	0.000	0.034	1.436	0.000	0.000	26.89	98.60		ma101116_rel_withdbg.cz12a_c24r64
31695.1	507053	0.000	0.000	0.311	16.00	26703.6	761083	6.890	0.026	0.585	28.50	0.027	1.192	0.000	0.000	0.036	5.439	0.000	0.000	25.44	98.58		ma110410_rel_withdbg.cz12b_c24r64
31382.2	502034	0.012	0.000	0.316	16.00	26449.2	754262	4.605	0.018	0.582	28.52	0.025	0.713	0.000	0.000	0.032	3.100	0.000	0.000	25.25	98.16		ma110806_rel_withdbg.cz12b_c24r64
32423.7	518779	0.000	0.000	0.306	16.00	27136.5	778573	6.621	0.025	0.613	28.69	0.026	0.786	0.000	0.000	0.037	3.695	0.000	0.000	26.53	98.77		ma120301_rel_withdbg.cz12b_c24r64
31482.2	503584	0.012	0.000	0.324	16.00	26476.0	756995	6.263	0.024	0.633	28.59	0.030	1.308	0.000	0.000	0.039	5.965	0.000	0.000	26.98	97.75		ma130000_rel_withdbg.cz12b_c24r64

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
ma100230_rel_withdbg.cz12a_c24r64nonzero12.16486.0081.8280.064
ma100244_rel_withdbg.cz12a_c24r6410.87187.2041.9250.061
ma100339_rel_withdbg.cz12a_c24r640.01447.00152.4450.5400.053
ma100434_rel_withdbg.cz12a_c24r640.00744.14455.2590.590nonzero0.094
ma100529_rel_withdbg.cz12a_c24r640.00712.16980.1577.6640.0030.093
ma100625_rel_withdbg.cz12a_c24r640.00916.28083.5820.0500.0530.0260.713
ma101116_rel_withdbg.cz12a_c24r64nonzero10.70389.2470.0440.0040.0020.434
ma110410_rel_withdbg.cz12b_c24r640.00418.16781.7550.0710.0010.0010.381
ma110806_rel_withdbg.cz12b_c24r640.00117.39981.8460.7420.0100.0020.760
ma120301_rel_withdbg.cz12b_c24r640.00118.02781.9190.0510.0010.0010.436
ma130000_rel_withdbg.cz12b_c24r640.00516.34883.5500.0960.0010.0010.385

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
ma100230_rel_withdbg.cz12a_c24r640.00127.80172.1980.230
ma100244_rel_withdbg.cz12a_c24r6422.86177.1390.219
ma100339_rel_withdbg.cz12a_c24r6419.19361.20819.5990.358
ma100434_rel_withdbg.cz12a_c24r6418.99362.97618.0320.418
ma100529_rel_withdbg.cz12a_c24r640.0463.32284.38212.2500.582
ma100625_rel_withdbg.cz12a_c24r640.13371.00128.4430.4230.772
ma101116_rel_withdbg.cz12a_c24r640.02370.08929.8390.0490.496
ma110410_rel_withdbg.cz12b_c24r640.05560.08039.8440.0220.449
ma110806_rel_withdbg.cz12b_c24r640.05151.16048.6440.1450.855
ma120301_rel_withdbg.cz12b_c24r640.04360.02139.9170.0190.496
ma130000_rel_withdbg.cz12b_c24r640.03359.49940.4530.0140.443

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
ma100230_rel_withdbg.cz12a_c24r640.00757.42442.5690.186
ma100244_rel_withdbg.cz12a_c24r6451.97548.0250.211
ma100339_rel_withdbg.cz12a_c24r64nonzero45.82134.59719.5820.360
ma100434_rel_withdbg.cz12a_c24r6446.71535.27418.0110.405
ma100529_rel_withdbg.cz12a_c24r640.06418.15772.7099.0700.594
ma100625_rel_withdbg.cz12a_c24r640.44195.8273.3750.3570.762
ma101116_rel_withdbg.cz12a_c24r640.03296.7493.1800.0400.479
ma110410_rel_withdbg.cz12b_c24r640.06287.58412.3350.0200.448
ma110806_rel_withdbg.cz12b_c24r640.06977.73622.0970.0990.847
ma120301_rel_withdbg.cz12b_c24r640.05887.76312.1630.0160.489
ma130000_rel_withdbg.cz12b_c24r640.03786.15513.7950.0130.441

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
5381	1044	31696	495.3	30567.2	719.8	30.364	485.816	5.680	136.967	230673	17.8	220.972	4092	400.5	452.9	47.3	0.064	128	96	ma100230_rel_withdbg.cz12a_c24r64
5227	1017	31381	490.3	30686.0	717.5	30.863	493.800	5.871	140.569	227262	20.4	223.507	4815	394.4	446.8	47.2	0.061	128	96	ma100244_rel_withdbg.cz12a_c24r64
3264	1580	35184	549.7	27877.0	685.1	22.273	356.359	8.541	214.948	199979	17.0	126.593	2583	393.6	446.0	47.1	0.053	192	112	ma100339_rel_withdbg.cz12a_c24r64
3352	1527	34851	544.5	28215.9	686.9	22.817	365.032	8.418	209.856	205441	17.2	134.504	2703	390.3	442.5	NA	0.094	160	112	ma100434_rel_withdbg.cz12a_c24r64
3150	900	25403	396.9	20045.0	554.6	28.210	451.352	6.363	180.271	260306	13.7	289.068	3651	366.0	418.1	45.9	0.093	96	64	ma100529_rel_withdbg.cz12a_c24r64
6507	1487	43376	677.7	25023.6	697.9	29.170	466.654	3.846	109.832	362646	20.3	243.878	3276	332.7	383.6	45.2	0.713	192	64	ma100625_rel_withdbg.cz12a_c24r64
6654	1475	43782	684.1	25098.7	699.0	29.689	475.020	3.772	107.570	385564	20.1	261.452	3271	332.8	383.6	45.2	0.434	192	144	ma101116_rel_withdbg.cz12a_c24r64
6466	1489	43806	684.5	25521.5	709.1	29.424	470.770	3.947	112.301	398589	19.1	267.725	3079	332.8	383.6	45.3	0.381	192	144	ma110410_rel_withdbg.cz12b_c24r64
5970	1410	40760	636.8	23489.5	652.9	28.910	462.492	3.935	111.989	430728	19.4	305.503	3302	332.8	383.6	45.2	0.760	176	112	ma110806_rel_withdbg.cz12b_c24r64
6460	1487	43719	683.0	25301.9	707.7	29.407	470.405	3.917	112.177	399422	19.0	268.664	3067	332.8	383.6	45.2	0.436	192	144	ma120301_rel_withdbg.cz12b_c24r64
6446	1465	43496	679.6	25429.2	706.6	29.686	474.973	3.945	112.249	396344	18.2	270.505	2981	332.8	383.6	45.2	0.385	192	144	ma130000_rel_withdbg.cz12b_c24r64

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	
31696.5	507144	0.000	0.000	0.359	16.00	30567.2	737034	68.50	0.224	0.885	24.11	0.007	0.027	0.000	0.000	0.009	0.135	0.000	0.000	38.44	99.99		ma100230_rel_withdbg.cz12a_c24r64
31381.1	502096	0.000	0.000	0.350	16.00	30686.0	734725	80.54	0.262	0.823	23.95	0.006	0.041	0.000	0.000	0.009	0.203	0.000	0.000	36.22	99.98		ma100244_rel_withdbg.cz12a_c24r64
35184.1	562941	0.000	0.000	0.328	16.00	27877.0	701548	51.87	0.185	0.819	25.29	0.005	0.033	0.000	0.000	0.007	0.163	0.000	0.000	34.34	99.99		ma100339_rel_withdbg.cz12a_c24r64
34851.0	557550	0.000	0.000	0.323	16.00	28215.9	703416	54.18	0.191	0.822	25.04	0.010	0.079	0.000	0.000	0.015	0.396	0.000	0.000	34.43	99.98		ma100434_rel_withdbg.cz12a_c24r64
25402.9	406442	0.000	0.000	0.374	16.00	20045.0	567890	12.92	0.063	0.467	28.34	0.009	0.065	0.000	0.000	0.013	0.313	0.000	0.000	18.67	96.94		ma100529_rel_withdbg.cz12a_c24r64
43376.1	693915	0.000	0.000	0.475	16.00	25023.6	714676	1.871	0.008	0.843	28.58	0.021	0.398	0.000	0.000	0.027	1.887	0.000	0.000	41.62	99.63		ma100625_rel_withdbg.cz12a_c24r64
43782.1	700512	0.000	0.000	0.489	16.00	25098.7	715802	5.053	0.021	0.851	28.52	0.021	0.163	0.000	0.000	0.031	0.782	0.000	0.000	42.81	99.76		ma101116_rel_withdbg.cz12a_c24r64
43805.7	700882	0.011	0.000	0.439	16.00	25521.5	726135	3.626	0.014	0.821	28.45	0.022	2.116	0.000	0.000	0.030	9.978	0.000	0.000	40.22	99.48		ma110410_rel_withdbg.cz12b_c24r64
40760.5	652067	0.010	0.000	0.413	16.00	23489.5	668584	3.119	0.014	0.709	28.46	0.020	0.284	0.000	0.000	0.025	0.891	0.000	0.000	33.89	96.08		ma110806_rel_withdbg.cz12b_c24r64
43718.7	699351	0.000	0.000	0.440	16.00	25301.9	724685	5.811	0.024	0.777	28.64	0.020	1.754	0.000	0.000	0.025	8.045	0.000	0.000	38.90	99.43		ma120301_rel_withdbg.cz12b_c24r64
43496.2	695931	0.011	0.000	0.448	16.00	25429.2	723536	3.593	0.015	0.831	28.45	0.022	3.031	0.000	0.000	0.027	13.50	0.000	0.000	40.65	99.34		ma130000_rel_withdbg.cz12b_c24r64

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
553403	0	1	0.0	3693.8	201.4	0.000	0.000	0.007	0.373	72124	44.4	0.130	19	131.6	182.4	47.1	0.274	71991	53993	ma100230_rel_withdbg.cz12a_c24r64
552944	0	1	0.0	3709.3	201.9	0.000	0.000	0.007	0.374	72240	44.1	0.131	19	131.6	182.4	47.0	0.275	72390	54793	ma100244_rel_withdbg.cz12a_c24r64
421674	0	1	0.0	2951.7	165.0	0.000	0.000	0.007	0.401	61429	65.0	0.146	37	131.6	182.5	47.0	0.420	54992	35694	ma100339_rel_withdbg.cz12a_c24r64
402658	0	1	0.0	2817.1	157.1	0.000	0.000	0.007	0.400	55903	65.1	0.139	39	131.6	182.4	NA	0.276	51791	39295	ma100434_rel_withdbg.cz12a_c24r64
323102	0	1	0.0	2464.9	101.4	0.000	0.000	0.008	0.321	583192	54.6	1.805	41	131.6	182.4	45.9	0.236	41296	32596	ma100529_rel_withdbg.cz12a_c24r64
305623	0	0	0.0	1868.2	86.3	0.000	0.000	0.006	0.289	669730	54.3	2.191	43	131.6	182.4	45.6	0.304	38595	29396	ma100625_rel_withdbg.cz12a_c24r64
662690	0	2	0.0	3965.0	178.4	0.000	0.000	0.006	0.276	114667	46.6	0.173	17	131.6	182.4	45.6	0.341	87487	66292	ma101116_rel_withdbg.cz12a_c24r64
654450	0	2	0.0	3846.4	175.1	0.000	0.000	0.006	0.274	114951	46.3	0.176	17	131.6	182.4	45.6	0.322	85690	64692	ma110410_rel_withdbg.cz12b_c24r64
656814	0	2	0.0	3445.7	169.3	0.000	0.000	0.005	0.264	124029	46.3	0.189	17	131.6	182.4	45.6	0.360	81590	61493	ma110806_rel_withdbg.cz12b_c24r64
635122	0	2	0.0	3802.9	171.1	0.000	0.000	0.006	0.276	114449	45.1	0.180	17	131.6	182.4	45.6	1.374	82890	46494	ma120301_rel_withdbg.cz12b_c24r64
639795	0	1	0.0	3355.7	165.0	0.000	0.000	0.005	0.264	124764	45.8	0.195	17	131.6	182.4	45.6	0.338	78191	59393	ma130000_rel_withdbg.cz12b_c24r64

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
709723	0	7052	618.9	10105.5	724.9	0.010	0.893	0.014	1.046	49653	24.1	0.070	8	302.9	353.7	47.5	0.005	NA	NA	ma100230_rel_withdbg.cz12a_c24r64
618812	0	6283	555.9	7583.1	673.3	0.010	0.920	0.012	1.114	24892	22.1	0.040	9	302.9	353.7	46.4	0.006	NA	NA	ma100244_rel_withdbg.cz12a_c24r64
627156	0	6420	569.1	7582.9	679.9	0.010	0.929	0.012	1.110	24214	23.7	0.039	9	302.9	353.7	47.4	0.005	NA	NA	ma100339_rel_withdbg.cz12a_c24r64
608828	0	6215	550.0	7686.7	668.5	0.010	0.925	0.013	1.124	24829	22.1	0.041	9	299.8	350.6	NA	0.005	NA	NA	ma100434_rel_withdbg.cz12a_c24r64
648929	0	6518	573.8	7647.7	669.2	0.010	0.905	0.012	1.056	34676	26.8	0.053	10	299.8	350.6	46.3	0.006	NA	NA	ma100529_rel_withdbg.cz12a_c24r64
640820	0	6884	560.7	7820.1	664.8	0.011	0.896	0.012	1.062	31532	26.6	0.049	10	278.8	329.6	45.8	0.005	NA	NA	ma100625_rel_withdbg.cz12a_c24r64
603136	0	7260	526.4	7077.1	619.6	0.012	0.894	0.012	1.052	28188	26.0	0.047	10	278.8	329.6	45.8	0.012	NA	NA	ma101116_rel_withdbg.cz12a_c24r64
487805	0	4986	401.4	6034.8	505.8	0.010	0.843	0.012	1.062	25128	23.3	0.052	11	278.8	329.6	45.3	0.015	NA	NA	ma110410_rel_withdbg.cz12b_c24r64
603136	0	6083	488.6	7524.5	626.6	0.010	0.830	0.012	1.064	30120	26.1	0.050	10	278.8	329.6	45.3	0.002	NA	NA	ma110806_rel_withdbg.cz12b_c24r64
599341	0	6561	544.3	7031.2	615.8	0.011	0.930	0.012	1.052	28430	25.9	0.047	10	278.8	329.6	45.8	0.003	NA	NA	ma120301_rel_withdbg.cz12b_c24r64
600240	0	6411	528.3	7488.2	623.8	0.011	0.901	0.012	1.064	33205	24.5	0.055	10	278.8	329.6	45.8	0.005	NA	NA	ma130000_rel_withdbg.cz12b_c24r64

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
3992	0	18733	292.7	27703.6	682.5	4.693	75.092	6.941	175.101	153161	13.2	38.372	794	399.6	451.6	47.3	0.457	500	300	ma100230_rel_withdbg.cz12a_c24r64
3768	0	18076	282.4	27060.8	665.6	4.798	76.759	7.182	180.900	144005	14.7	38.220	936	393.3	445.1	47.1	0.517	450	300	ma100244_rel_withdbg.cz12a_c24r64
3824	0	18326	286.3	27542.1	676.1	4.792	76.674	7.202	181.042	151012	13.5	39.490	847	393.6	445.8	47.0	0.508	500	300	ma100339_rel_withdbg.cz12a_c24r64
3784	0	18264	285.4	27323.1	671.1	4.826	77.223	7.220	181.598	151334	13.4	39.991	850	390.3	442.3	NA	0.450	450	300	ma100434_rel_withdbg.cz12a_c24r64
3492	0	16712	261.1	19821.6	542.9	4.785	76.563	5.676	159.185	230150	11.5	65.902	790	361.2	412.0	45.8	0.753	450	300	ma100529_rel_withdbg.cz12a_c24r64
5000	0	23842	372.5	23633.7	651.3	4.768	76.286	4.727	133.394	290091	14.8	58.018	710	332.6	383.5	45.2	0.613	650	350	ma100625_rel_withdbg.cz12a_c24r64
5056	0	24121	376.8	23829.8	655.8	4.771	76.313	4.713	132.825	302602	14.8	59.850	703	332.7	383.5	45.2	0.620	650	350	ma101116_rel_withdbg.cz12a_c24r64
5253	0	25360	396.2	24115.2	664.8	4.828	77.230	4.591	129.603	310160	13.7	59.048	626	332.7	383.5	45.2	0.748	700	250	ma110410_rel_withdbg.cz12b_c24r64
4609	0	22262	347.8	20735.6	571.2	4.830	77.272	4.499	126.920	306594	13.0	66.522	677	332.7	383.5	45.2	2.185	650	200	ma110806_rel_withdbg.cz12b_c24r64
5264	0	25438	397.2	24167.9	664.5	4.833	77.276	4.591	129.255	319630	13.9	60.720	634	332.7	383.5	45.2	0.870	700	400	ma120301_rel_withdbg.cz12b_c24r64
4124	0	19929	311.2	18789.9	516.3	4.832	77.269	4.556	128.197	289630	12.1	70.227	704	332.7	383.5	45.2	2.460	500	0	ma130000_rel_withdbg.cz12b_c24r64

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
1662	0	19585	306.0	26469.0	685.6	11.783	188.530	15.925	422.394	138773	13.1	83.493	1892	400.5	452.5	47.3	0.106	120	85	ma100230_rel_withdbg.cz12a_c24r64
1756	0	18427	287.9	25234.7	651.5	10.494	167.909	14.371	379.937	130991	14.5	74.600	1982	394.4	446.3	47.1	0.099	135	90	ma100244_rel_withdbg.cz12a_c24r64
1803	0	18921	295.6	25882.9	671.0	10.492	167.867	14.352	381.030	136061	12.9	75.447	1717	393.6	445.8	47.0	0.100	130	80	ma100339_rel_withdbg.cz12a_c24r64
1816	0	18489	288.9	25371.0	656.5	10.179	162.854	13.967	370.065	132536	12.9	72.962	1704	390.3	442.3	NA	0.133	140	80	ma100434_rel_withdbg.cz12a_c24r64
3916	0	16992	265.5	19501.6	539.8	4.339	69.428	4.980	141.171	246345	14.3	62.911	876	361.2	412.2	45.8	0.460	490	440	ma100529_rel_withdbg.cz12a_c24r64
5882	0	25595	399.9	24208.3	673.4	4.351	69.618	4.115	117.222	323761	18.2	55.040	743	332.7	383.5	45.2	0.440	745	535	ma100625_rel_withdbg.cz12a_c24r64
5997	0	26127	408.2	24022.8	670.0	4.357	69.706	4.006	114.410	337086	18.3	56.209	732	332.7	383.5	45.2	0.391	785	535	ma101116_rel_withdbg.cz12a_c24r64
6415	0	28361	443.1	24834.7	691.5	4.421	70.733	3.871	110.373	353662	17.9	55.128	670	332.7	383.5	45.2	0.667	815	580	ma110410_rel_withdbg.cz12b_c24r64
6520	0	28816	450.2	25124.1	699.7	4.420	70.711	3.853	109.900	364699	18.4	55.936	677	332.7	383.5	45.2	0.087	805	720	ma110806_rel_withdbg.cz12b_c24r64
6462	0	28632	447.2	25006.2	696.2	4.431	70.861	3.870	110.330	362636	18.3	56.118	680	332.7	383.5	45.2	0.554	815	560	ma120301_rel_withdbg.cz12b_c24r64
6154	0	27208	425.0	23922.4	666.1	4.421	70.729	3.887	110.836	343383	17.0	55.800	663	332.7	383.5	45.2	0.260	780	580	ma130000_rel_withdbg.cz12b_c24r64

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
796	57574	4115	64.3	10008.4	280.5	0.071	1.144	12.567	360.599	361402	36.8	6.277	153	400.5	452.5	47.3	0.019	7311	5167	ma100230_rel_withdbg.cz12a_c24r64
797	57068	4091	63.9	9937.2	278.4	0.072	1.147	12.470	357.793	355497	36.8	6.229	155	394.4	446.3	47.1	0.019	7311	5215	ma100244_rel_withdbg.cz12a_c24r64
796	55990	4035	63.0	9744.7	273.0	0.072	1.153	12.236	351.073	351091	36.5	6.271	156	393.6	445.8	47.0	0.022	7119	4703	ma100339_rel_withdbg.cz12a_c24r64
796	53678	4062	63.5	9857.0	276.1	0.076	1.211	12.377	355.016	336805	36.7	6.275	164	390.3	442.3	NA	0.022	6799	4687	ma100434_rel_withdbg.cz12a_c24r64
797	53622	3896	60.9	2221.1	62.8	0.073	1.163	2.787	80.633	343494	35.6	6.406	159	361.2	412.2	45.8	0.031	6831	5503	ma100529_rel_withdbg.cz12a_c24r64
797	57362	3912	61.0	2442.3	68.7	0.068	1.089	3.065	88.299	357148	34.8	6.226	146	332.7	383.5	45.2	0.018	7247	5391	ma100625_rel_withdbg.cz12a_c24r64
796	57142	3903	61.0	2419.1	68.2	0.068	1.093	3.038	87.727	356472	34.5	6.238	145	332.7	383.5	45.2	0.015	7215	5503	ma101116_rel_withdbg.cz12a_c24r64
797	57991	3919	61.2	2464.7	69.3	0.068	1.081	3.093	89.012	362573	34.6	6.252	143	332.7	383.5	45.2	0.018	7343	5471	ma110410_rel_withdbg.cz12b_c24r64
797	58123	3921	61.3	2470.1	69.4	0.067	1.079	3.100	89.202	363232	34.4	6.249	142	332.7	383.5	45.2	0.017	7375	5743	ma110806_rel_withdbg.cz12b_c24r64
796	59284	3926	61.3	2467.3	69.3	0.066	1.059	3.098	89.158	370140	35.8	6.244	145	332.7	383.5	45.2	0.018	7519	5871	ma120301_rel_withdbg.cz12b_c24r64
797	60007	3926	61.3	2462.0	69.3	0.065	1.046	3.089	89.037	374793	35.4	6.246	142	332.7	383.5	45.2	0.015	7615	5935	ma130000_rel_withdbg.cz12b_c24r64

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
797	5940	47378	740.3	9734.0	272.8	7.976	127.616	12.215	350.561	153403	12.2	25.825	493	400.5	452.5	47.3	0.013	736	560	ma100230_rel_withdbg.cz12a_c24r64
796	5760	46162	721.3	9707.8	272.1	8.014	128.229	12.190	349.816	147786	12.4	25.657	517	394.4	446.3	47.1	0.021	720	544	ma100244_rel_withdbg.cz12a_c24r64
797	5807	46356	724.3	9577.9	268.3	7.983	127.733	12.019	344.788	150054	11.9	25.842	492	393.6	445.8	47.0	0.016	720	544	ma100339_rel_withdbg.cz12a_c24r64
797	5690	45911	717.4	9679.0	271.1	8.069	129.097	12.146	348.331	147903	12.3	25.993	519	390.3	442.3	NA	0.024	704	544	ma100434_rel_withdbg.cz12a_c24r64
796	4300	36410	568.9	5099.1	139.7	8.468	135.495	6.403	179.584	197448	11.9	45.923	664	361.2	412.2	45.9	0.024	560	208	ma100529_rel_withdbg.cz12a_c24r64
796	7160	55266	863.5	5290.8	145.6	7.718	123.490	6.643	187.184	189645	11.5	26.485	385	332.7	383.5	45.2	0.167	928	368	ma100625_rel_withdbg.cz12a_c24r64
797	7242	55809	872.0	5277.8	145.6	7.706	123.300	6.623	187.122	199498	10.9	27.547	361	332.7	383.5	45.2	0.163	928	368	ma101116_rel_withdbg.cz12a_c24r64
796	7326	56321	880.0	5251.8	144.5	7.688	123.005	6.594	185.732	202200	10.7	27.601	351	332.7	383.5	45.2	0.078	944	368	ma110410_rel_withdbg.cz12b_c24r64
797	6458	50455	787.8	5214.2	143.5	7.812	124.907	6.543	184.333	195899	11.4	30.332	424	332.7	383.5	45.2	0.272	864	352	ma110806_rel_withdbg.cz12b_c24r64
797	7378	56626	884.6	5257.9	144.6	7.675	122.780	6.598	185.851	202210	11.3	27.407	368	332.7	383.5	45.2	0.165	944	368	ma120301_rel_withdbg.cz12b_c24r64
797	6953	53788	840.4	5211.5	144.2	7.736	123.775	6.540	185.325	195967	11.4	28.185	394	332.7	383.5	45.2	0.323	896	400	ma130000_rel_withdbg.cz12b_c24r64

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
3984	50234	18572	290.2	23736.4	623.6	0.370	5.915	5.957	160.258	396992	46.5	7.903	222	400.5	452.5	47.3	0.041	6383	3184	ma100230_rel_withdbg.cz12a_c24r64
3984	49440	18542	289.7	23719.6	622.3	0.375	6.001	5.953	159.916	385090	47.7	7.789	232	394.4	446.3	47.1	0.039	6319	2960	ma100244_rel_withdbg.cz12a_c24r64
3984	48610	18392	287.4	23401.2	616.5	0.378	6.054	5.873	158.425	388485	45.4	7.992	224	393.6	445.8	47.1	0.039	6159	3072	ma100339_rel_withdbg.cz12a_c24r64
3984	46586	18542	289.7	23677.1	620.6	0.398	6.368	5.942	159.502	375231	45.7	8.055	235	390.3	442.3	NA	0.045	5935	2768	ma100434_rel_withdbg.cz12a_c24r64
3982	43568	18324	286.3	17640.6	488.2	0.421	6.729	4.430	125.536	455889	43.9	10.464	242	361.2	412.2	45.9	0.142	5727	1120	ma100529_rel_withdbg.cz12a_c24r64
3982	48684	18242	285.0	15824.3	440.0	0.375	5.995	3.974	113.146	448465	41.4	9.212	204	332.7	383.5	45.2	0.245	6239	3535	ma100625_rel_withdbg.cz12a_c24r64
3984	48775	18252	285.1	15759.9	439.4	0.374	5.984	3.955	112.918	454535	41.1	9.319	202	332.7	383.5	45.3	0.245	6303	3584	ma101116_rel_withdbg.cz12a_c24r64
3982	49753	18335	286.5	15998.4	444.6	0.369	5.896	4.017	114.316	461996	40.0	9.286	193	332.7	383.5	45.3	0.241	6351	3471	ma110410_rel_withdbg.cz12b_c24r64
3958	48320	18205	284.4	15713.5	438.2	0.377	6.027	3.970	113.370	459931	39.2	9.519	195	332.7	383.5	44.8	0.582	6335	1872	ma110806_rel_withdbg.cz12b_c24r64
3984	50872	18342	286.5	15914.7	443.6	0.361	5.766	3.994	113.992	468313	40.9	9.206	193	332.7	383.5	45.2	0.213	6575	3647	ma120301_rel_withdbg.cz12b_c24r64
3982	51733	18338	286.5	15877.2	444.2	0.354	5.671	3.987	114.209	474728	40.0	9.177	186	332.7	383.5	45.2	0.245	6671	3680	ma130000_rel_withdbg.cz12b_c24r64

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
3982	2246	39651	619.5	26108.1	668.7	17.652	282.440	6.556	171.960	192889	18.3	85.873	1955	400.5	452.5	47.3	0.049	288	112	ma100230_rel_withdbg.cz12a_c24r64
3984	2237	39567	618.2	26158.3	668.1	17.685	282.957	6.565	171.703	187316	20.3	83.724	2178	394.4	446.3	47.1	0.062	288	96	ma100244_rel_withdbg.cz12a_c24r64
3982	2154	38824	606.6	26262.1	666.6	18.024	288.387	6.595	171.418	196964	18.0	91.441	2006	393.6	445.8	47.1	0.056	272	112	ma100339_rel_withdbg.cz12a_c24r64
3982	2194	39362	615.0	26185.3	669.6	17.938	287.016	6.575	172.182	189951	18.2	86.566	1991	390.3	442.3	NA	0.046	288	96	ma100434_rel_withdbg.cz12a_c24r64
3930	1058	28196	440.6	17094.7	474.7	26.660	426.565	4.350	123.690	281625	15.6	266.287	3540	361.2	412.6	45.9	0.079	144	80	ma100529_rel_withdbg.cz12a_c24r64
3982	3536	50727	792.3	19030.3	527.1	14.348	229.491	4.779	135.527	293933	16.4	83.138	1113	332.7	383.5	45.2	0.392	448	192	ma100625_rel_withdbg.cz12a_c24r64
3984	3532	50666	791.7	19015.2	528.1	14.345	229.523	4.772	135.719	307620	15.7	87.098	1067	332.7	383.5	45.3	0.309	448	192	ma101116_rel_withdbg.cz12a_c24r64
3984	3588	51087	798.1	19387.3	536.6	14.238	227.775	4.866	137.908	315816	14.7	88.018	983	332.7	383.5	45.3	0.291	464	192	ma110410_rel_withdbg.cz12b_c24r64
3984	3498	50363	786.9	19310.6	536.2	14.398	230.365	4.846	137.789	314818	14.4	90.002	988	332.7	383.5	45.2	0.281	448	192	ma110806_rel_withdbg.cz12b_c24r64
3982	3772	52548	821.0	19377.2	539.8	13.930	222.853	4.866	138.808	319211	15.1	84.620	961	332.7	383.5	45.2	0.313	480	208	ma120301_rel_withdbg.cz12b_c24r64
3984	3500	50412	787.5	19173.5	534.2	14.402	230.384	4.812	137.286	317696	14.8	90.763	1015	332.7	383.5	45.2	0.330	448	224	ma130000_rel_withdbg.cz12b_c24r64

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
5500	34416	22371	349.5	33306.2	776.3	0.650	10.400	6.055	144.521	385941	48.1	11.214	335	400.5	452.5	47.3	0.073	4431	912	ma100230_rel_withdbg.cz12a_c24r64
5500	33655	22290	348.3	33336.7	773.1	0.662	10.596	6.061	143.935	374266	49.4	11.121	352	394.4	446.4	47.1	0.063	4319	896	ma100244_rel_withdbg.cz12a_c24r64
5696	31048	22416	350.2	33277.4	776.4	0.722	11.551	5.842	139.569	363524	46.3	11.708	358	393.6	445.8	47.1	0.076	3855	912	ma100339_rel_withdbg.cz12a_c24r64
5528	30972	22595	353.0	33625.7	781.6	0.730	11.672	6.083	144.782	371011	46.2	11.979	358	390.3	442.3	NA	0.063	3871	832	ma100434_rel_withdbg.cz12a_c24r64
4378	40904	19122	298.8	20642.6	571.5	0.467	7.479	4.715	133.663	466219	44.8	11.398	263	361.2	412.6	45.9	0.108	5327	640	ma100529_rel_withdbg.cz12a_c24r64
6551	28801	28759	449.3	24417.9	678.9	0.999	15.974	3.727	106.119	513910	43.6	17.843	363	332.7	383.5	45.2	5.007	3807	432	ma100625_rel_withdbg.cz12a_c24r64
7168	29812	31474	491.7	26339.1	734.9	1.056	16.890	3.675	104.989	578944	45.6	19.420	367	332.7	383.5	45.3	0.264	3824	1376	ma101116_rel_withdbg.cz12a_c24r64
7168	22136	31695	495.2	26703.6	743.2	1.432	22.906	3.726	106.182	507946	37.9	22.947	411	332.7	383.6	45.3	0.335	2800	1456	ma110410_rel_withdbg.cz12b_c24r64
7083	21895	31382	490.3	26449.2	736.6	1.433	22.929	3.734	106.488	508976	37.4	23.246	410	332.7	383.6	45.2	0.600	2768	1360	ma110806_rel_withdbg.cz12b_c24r64
7328	22966	32424	506.6	27136.5	760.3	1.412	22.589	3.703	106.243	522192	38.2	22.737	399	332.7	383.6	45.2	0.463	2896	1472	ma120301_rel_withdbg.cz12b_c24r64
7111	23237	31482	491.8	26476.0	739.3	1.355	21.672	3.723	106.453	517384	36.1	22.265	373	332.7	383.6	45.2	0.155	2959	1328	ma130000_rel_withdbg.cz12b_c24r64

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
5381	1044	31696	495.3	30567.2	719.8	30.364	485.816	5.680	136.967	230673	17.8	220.972	4092	400.5	452.9	47.3	0.064	128	96	ma100230_rel_withdbg.cz12a_c24r64
5227	1017	31381	490.3	30686.0	717.5	30.863	493.800	5.871	140.569	227262	20.4	223.507	4815	394.4	446.8	47.2	0.061	128	96	ma100244_rel_withdbg.cz12a_c24r64
3264	1580	35184	549.7	27877.0	685.1	22.273	356.359	8.541	214.948	199979	17.0	126.593	2583	393.6	446.0	47.1	0.053	192	112	ma100339_rel_withdbg.cz12a_c24r64
3352	1527	34851	544.5	28215.9	686.9	22.817	365.032	8.418	209.856	205441	17.2	134.504	2703	390.3	442.5	NA	0.094	160	112	ma100434_rel_withdbg.cz12a_c24r64
3150	900	25403	396.9	20045.0	554.6	28.210	451.352	6.363	180.271	260306	13.7	289.068	3651	366.0	418.1	45.9	0.093	96	64	ma100529_rel_withdbg.cz12a_c24r64
6507	1487	43376	677.7	25023.6	697.9	29.170	466.654	3.846	109.832	362646	20.3	243.878	3276	332.7	383.6	45.2	0.713	192	64	ma100625_rel_withdbg.cz12a_c24r64
6654	1475	43782	684.1	25098.7	699.0	29.689	475.020	3.772	107.570	385564	20.1	261.452	3271	332.8	383.6	45.2	0.434	192	144	ma101116_rel_withdbg.cz12a_c24r64
6466	1489	43806	684.5	25521.5	709.1	29.424	470.770	3.947	112.301	398589	19.1	267.725	3079	332.8	383.6	45.3	0.381	192	144	ma110410_rel_withdbg.cz12b_c24r64
5970	1410	40760	636.8	23489.5	652.9	28.910	462.492	3.935	111.989	430728	19.4	305.503	3302	332.8	383.6	45.2	0.760	176	112	ma110806_rel_withdbg.cz12b_c24r64
6460	1487	43719	683.0	25301.9	707.7	29.407	470.405	3.917	112.177	399422	19.0	268.664	3067	332.8	383.6	45.2	0.436	192	144	ma120301_rel_withdbg.cz12b_c24r64
6446	1465	43496	679.6	25429.2	706.6	29.686	474.973	3.945	112.249	396344	18.2	270.505	2981	332.8	383.6	45.2	0.385	192	144	ma130000_rel_withdbg.cz12b_c24r64

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.153	99.750	0.038	0.026	0.032	0.002	0.000	0.000	0.000	0.274	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.292	99.605	0.042	0.027	0.033	0.001	0.000	0.000	0.000	0.275	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.233	99.564	0.089	0.076	0.036	0.002	0.000	0.000	0.000	0.420	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.119	99.790	0.033	0.024	0.033	nonzero	0.000	0.000	0.000	0.276	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.217	99.379	0.112	0.256	0.035	0.000	0.000	0.000	0.000	0.236	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.244	99.356	0.288	0.075	0.037	nonzero	0.000	0.000	0.000	0.304	ma100625_rel_withdbg.cz12a_c24r64
0.000	15.719	84.128	0.045	0.069	0.036	0.001	0.000	0.000	0.000	0.341	ma101116_rel_withdbg.cz12a_c24r64
0.000	11.933	87.914	0.039	0.079	0.033	0.002	0.000	0.000	0.000	0.322	ma110410_rel_withdbg.cz12b_c24r64
0.000	30.496	69.348	0.039	0.082	0.034	0.001	0.000	0.000	0.000	0.360	ma110806_rel_withdbg.cz12b_c24r64
0.000	16.344	83.469	0.053	0.076	0.052	0.006	nonzero	0.000	0.000	1.374	ma120301_rel_withdbg.cz12b_c24r64
0.000	23.193	76.653	0.034	0.084	0.034	0.001	0.000	0.000	0.000	0.338	ma130000_rel_withdbg.cz12b_c24r64

l.x

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


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	19.636	77.406	2.958	0.000	0.000	0.000	0.457	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	11.267	85.278	3.454	0.000	0.000	0.000	0.517	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	15.353	81.552	3.094	0.000	0.000	0.000	0.508	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.001	11.964	84.989	3.047	0.000	0.000	0.000	0.450	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.016	11.008	79.631	9.345	0.000	0.000	0.000	0.753	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.107	34.254	63.843	1.796	0.000	0.000	0.000	0.613	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.098	34.725	63.420	1.757	0.000	0.000	0.000	0.620	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.041	31.889	67.251	0.819	0.000	0.000	0.000	0.748	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.090	29.901	68.462	1.542	0.005	0.000	0.000	2.185	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.068	31.924	67.478	0.530	0.000	0.000	0.000	0.870	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.093	21.672	75.800	2.089	0.345	0.000	0.000	2.460	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.185	70.341	29.470	0.005	0.000	0.000	0.000	0.330	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.011	64.533	35.451	0.005	0.000	0.000	0.000	0.307	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.007	68.089	31.634	0.270	0.000	0.000	0.000	0.377	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.033	65.808	34.154	0.005	0.000	0.000	0.000	0.306	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.062	77.980	21.177	0.781	0.000	0.000	0.000	0.729	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	2.447	77.653	18.799	1.102	0.000	0.000	0.000	0.576	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	2.133	80.695	16.118	1.053	0.000	0.000	0.000	0.584	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.730	88.789	10.100	0.381	0.000	0.000	0.000	0.662	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.184	76.738	22.558	0.518	0.002	0.000	0.000	2.118	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.820	84.355	14.535	0.291	0.000	0.000	0.000	0.855	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.421	67.063	31.181	1.133	0.202	0.000	0.000	2.386	ma130000_rel_withdbg.cz12b_c24r64

l.i2

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.014	6.426	44.437	48.342	0.782	0.000	0.000	0.000	0.000	0.106	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.010	5.283	47.936	45.841	0.930	0.000	0.000	0.000	0.000	0.099	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.017	6.924	49.161	43.160	0.738	0.000	0.000	0.000	0.000	0.100	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.012	5.866	50.921	42.368	0.833	0.000	0.000	0.000	0.000	0.133	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.011	5.645	81.386	12.898	0.059	0.001	0.000	0.000	0.000	0.460	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.052	16.598	82.327	0.502	0.504	0.017	0.000	0.000	0.000	0.440	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.046	15.233	83.883	0.483	0.345	0.011	0.000	0.000	0.000	0.391	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.049	15.595	83.820	0.514	0.020	0.002	0.000	0.000	0.000	0.667	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.053	19.486	79.715	0.739	0.008	0.000	0.000	0.000	0.000	0.087	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.040	19.168	80.022	0.747	0.017	0.005	0.000	0.000	0.000	0.554	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.042	13.958	85.416	0.542	0.042	nonzero	0.000	0.000	0.000	0.260	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.102	15.699	39.118	45.001	0.080	0.000	0.000	0.000	0.000	0.137	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.068	13.057	44.465	42.341	0.069	0.000	0.000	0.000	0.000	0.165	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.132	17.361	43.859	38.491	0.157	0.000	0.000	0.000	0.000	0.138	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.092	15.143	46.803	37.782	0.180	0.000	0.000	0.000	0.000	0.150	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.051	15.940	72.998	10.999	0.012	nonzero	0.000	0.000	0.000	0.434	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.167	29.727	69.288	0.391	0.423	0.004	0.000	0.000	0.000	0.454	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.159	28.383	70.817	0.345	0.294	0.001	0.000	0.000	0.000	0.301	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.122	27.887	71.661	0.312	0.017	0.001	0.000	0.000	0.000	0.635	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.131	34.523	64.881	0.460	0.006	0.000	0.000	0.000	0.000	0.087	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.116	33.490	65.913	0.461	0.016	0.004	0.000	0.000	0.000	0.523	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.110	25.093	74.406	0.354	0.037	nonzero	0.000	0.000	0.000	0.264	ma130000_rel_withdbg.cz12b_c24r64

qr100.L1

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
99.713	0.230	0.057	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	ma100230_rel_withdbg.cz12a_c24r64
99.677	0.264	0.058	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.019	ma100244_rel_withdbg.cz12a_c24r64
99.578	0.360	0.061	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	ma100339_rel_withdbg.cz12a_c24r64
99.511	0.421	0.066	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	ma100434_rel_withdbg.cz12a_c24r64
99.607	0.337	0.055	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.031	ma100529_rel_withdbg.cz12a_c24r64
99.442	0.492	0.056	0.010	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	ma100625_rel_withdbg.cz12a_c24r64
99.442	0.497	0.051	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.015	ma101116_rel_withdbg.cz12a_c24r64
99.468	0.475	0.048	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	ma110410_rel_withdbg.cz12b_c24r64
99.484	0.459	0.048	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	ma110806_rel_withdbg.cz12b_c24r64
99.499	0.446	0.047	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	ma120301_rel_withdbg.cz12b_c24r64
99.536	0.409	0.048	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.015	ma130000_rel_withdbg.cz12b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	2.108	97.885	0.007	0.000	0.000	0.000	0.000	0.067	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	2.122	97.872	0.007	0.000	0.000	0.000	0.000	0.065	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	6.872	93.128	0.000	0.000	0.000	0.000	0.000	0.063	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	4.278	95.719	0.003	0.000	0.000	0.000	0.000	0.070	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	1.806	80.528	17.667	0.000	0.000	0.000	0.000	0.100	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	28.139	71.861	0.000	0.000	0.000	0.000	0.000	0.054	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	33.090	66.910	0.000	0.000	0.000	0.000	0.000	0.057	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	32.208	67.792	0.000	0.000	0.000	0.000	0.000	0.055	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	32.392	67.608	0.000	0.000	0.000	0.000	0.000	0.051	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	33.312	66.688	0.000	0.000	0.000	0.000	0.000	0.048	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	46.444	53.556	0.000	0.000	0.000	0.000	0.000	0.051	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	32.795	67.205	0.000	0.000	0.000	0.000	0.000	0.050	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	31.476	68.524	0.000	0.000	0.000	0.000	0.000	0.050	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	32.948	67.052	0.000	0.000	0.000	0.000	0.000	0.052	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	32.139	67.861	0.000	0.000	0.000	0.000	0.000	0.051	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	5.351	92.965	1.684	0.000	0.000	0.000	0.000	0.081	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	42.017	57.983	0.000	0.000	0.000	0.000	0.000	0.043	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	47.288	52.712	0.000	0.000	0.000	0.000	0.000	0.040	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	45.163	54.837	0.000	0.000	0.000	0.000	0.000	0.040	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	43.830	56.170	0.000	0.000	0.000	0.000	0.000	0.047	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	44.368	55.632	0.000	0.000	0.000	0.000	0.000	0.042	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	58.181	41.819	0.000	0.000	0.000	0.000	0.000	0.041	ma130000_rel_withdbg.cz12b_c24r64

qp100.L2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.001	26.754	73.086	0.159	0.000	0.000	0.000	0.000	0.000	0.000	0.013	ma100230_rel_withdbg.cz12a_c24r64
0.001	24.143	75.689	0.167	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	ma100244_rel_withdbg.cz12a_c24r64
0.001	25.177	74.631	0.191	0.000	0.000	0.000	0.000	0.000	0.000	0.016	ma100339_rel_withdbg.cz12a_c24r64
0.001	22.148	77.666	0.186	nonzero	0.000	0.000	0.000	0.000	0.000	0.024	ma100434_rel_withdbg.cz12a_c24r64
nonzero	6.282	90.235	3.483	0.001	0.000	0.000	0.000	0.000	0.000	0.024	ma100529_rel_withdbg.cz12a_c24r64
0.001	53.038	46.640	0.320	nonzero	nonzero	0.000	0.000	0.000	0.000	0.167	ma100625_rel_withdbg.cz12a_c24r64
0.001	55.588	44.058	0.352	nonzero	nonzero	0.000	0.000	0.000	0.000	0.163	ma101116_rel_withdbg.cz12a_c24r64
0.001	56.281	43.538	0.179	nonzero	nonzero	0.000	0.000	0.000	0.000	0.078	ma110410_rel_withdbg.cz12b_c24r64
0.001	43.747	55.334	0.854	0.058	0.006	nonzero	0.000	0.000	0.000	0.272	ma110806_rel_withdbg.cz12b_c24r64
0.001	57.863	41.978	0.157	nonzero	nonzero	0.000	0.000	0.000	0.000	0.165	ma120301_rel_withdbg.cz12b_c24r64
0.001	48.658	51.171	0.167	0.003	0.001	nonzero	0.000	0.000	0.000	0.323	ma130000_rel_withdbg.cz12b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.118	99.545	0.337	0.000	0.000	0.000	0.000	0.079	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.146	99.545	0.309	0.000	0.000	0.000	0.000	0.087	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.312	99.389	0.299	0.000	0.000	0.000	0.000	0.078	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.396	99.354	0.250	0.000	0.000	0.000	0.000	0.084	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	48.184	51.816	0.000	0.000	0.000	0.000	0.132	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.309	99.347	0.344	0.000	0.000	0.000	0.000	0.082	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.233	99.354	0.413	0.000	0.000	0.000	0.000	0.076	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.556	99.420	0.024	0.000	0.000	0.000	0.000	0.070	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.347	96.646	2.785	0.222	0.000	0.000	0.000	0.454	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.545	99.365	0.090	0.000	0.000	0.000	0.000	0.223	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.062	99.361	0.528	0.049	0.000	0.000	0.000	0.889	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	12.375	87.625	0.000	0.000	0.000	0.000	0.000	0.063	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	10.062	89.934	0.003	0.000	0.000	0.000	0.000	0.064	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	17.344	82.646	0.010	0.000	0.000	0.000	0.000	0.065	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	16.549	83.444	0.007	0.000	0.000	0.000	0.000	0.070	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.017	90.382	9.601	0.000	0.000	0.000	0.000	0.098	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	2.858	97.118	0.024	0.000	0.000	0.000	0.000	0.070	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	1.573	98.378	0.049	0.000	0.000	0.000	0.000	0.071	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	6.330	93.670	0.000	0.000	0.000	0.000	0.000	0.058	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	3.250	94.892	1.764	0.094	0.000	0.000	0.000	0.332	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	4.760	95.191	0.049	0.000	0.000	0.000	0.000	0.209	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.569	99.007	0.372	0.052	0.000	0.000	0.000	0.621	ma130000_rel_withdbg.cz12b_c24r64

qr500.L3

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
98.595	1.257	0.138	0.010	0.001	0.000	0.000	0.000	0.000	0.000	0.041	ma100230_rel_withdbg.cz12a_c24r64
98.400	1.448	0.140	0.011	0.001	0.000	0.000	0.000	0.000	0.000	0.039	ma100244_rel_withdbg.cz12a_c24r64
97.773	2.001	0.208	0.017	0.001	0.000	0.000	0.000	0.000	0.000	0.039	ma100339_rel_withdbg.cz12a_c24r64
97.254	2.500	0.227	0.018	0.001	0.000	0.000	0.000	0.000	0.000	0.045	ma100434_rel_withdbg.cz12a_c24r64
97.148	2.582	0.179	0.086	0.004	nonzero	0.000	0.000	0.000	0.000	0.142	ma100529_rel_withdbg.cz12a_c24r64
96.478	3.239	0.253	0.028	0.001	nonzero	0.000	0.000	0.000	0.000	0.245	ma100625_rel_withdbg.cz12a_c24r64
96.464	3.252	0.254	0.029	0.001	nonzero	0.000	0.000	0.000	0.000	0.245	ma101116_rel_withdbg.cz12a_c24r64
96.789	2.958	0.223	0.028	0.001	nonzero	0.000	0.000	0.000	0.000	0.241	ma110410_rel_withdbg.cz12b_c24r64
96.713	2.989	0.267	0.023	0.006	0.001	nonzero	0.000	0.000	0.000	0.582	ma110806_rel_withdbg.cz12b_c24r64
96.994	2.742	0.228	0.034	0.001	nonzero	0.000	0.000	0.000	0.000	0.213	ma120301_rel_withdbg.cz12b_c24r64
97.139	2.609	0.216	0.034	0.001	nonzero	0.000	0.000	0.000	0.000	0.245	ma130000_rel_withdbg.cz12b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	6.824	73.117	20.058	0.000	0.000	0.000	0.000	0.137	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	5.356	74.066	20.578	0.000	0.000	0.000	0.000	0.136	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	11.062	70.994	17.944	0.000	0.000	0.000	0.000	0.134	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	9.045	71.098	19.857	0.000	0.000	0.000	0.000	0.136	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.202	52.585	47.070	0.142	0.000	0.000	0.000	0.376	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	19.718	77.705	2.493	0.084	0.000	0.000	0.000	0.352	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	20.884	76.423	2.634	0.059	0.000	0.000	0.000	0.320	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	24.031	75.047	0.890	0.033	0.000	0.000	0.000	0.302	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	35.394	61.626	2.658	0.322	0.000	0.000	0.000	0.746	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	23.117	74.805	2.062	0.016	0.000	0.000	0.000	0.312	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	22.983	75.210	1.760	0.047	0.000	0.000	0.000	0.530	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	32.879	63.417	3.704	0.000	0.000	0.000	0.000	0.105	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	29.663	65.844	4.494	0.000	0.000	0.000	0.000	0.098	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	35.371	61.255	3.374	0.000	0.000	0.000	0.000	0.097	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	34.289	61.675	4.036	0.000	0.000	0.000	0.000	0.107	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	1.360	74.876	23.755	0.009	0.000	0.000	0.000	0.330	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	38.147	61.092	0.707	0.054	0.000	0.000	0.000	0.321	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	39.719	59.445	0.796	0.040	0.000	0.000	0.000	0.308	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	43.445	56.052	0.477	0.026	0.000	0.000	0.000	0.298	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	43.624	54.887	1.334	0.155	0.000	0.000	0.000	0.753	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	40.965	58.020	1.010	0.006	0.000	0.000	0.000	0.307	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	41.824	57.299	0.840	0.037	0.000	0.000	0.000	0.518	ma130000_rel_withdbg.cz12b_c24r64

qp500.L4

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.152	74.427	25.202	0.220	0.000	0.000	0.000	0.000	0.000	0.049	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.109	74.383	25.279	0.229	0.000	0.000	0.000	0.000	0.000	0.062	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.132	71.877	27.715	0.277	0.000	0.000	0.000	0.000	0.000	0.056	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.072	73.125	26.563	0.240	0.000	0.000	0.000	0.000	0.000	0.046	ma100434_rel_withdbg.cz12a_c24r64
0.000	nonzero	10.707	83.685	5.606	0.001	0.000	0.000	0.000	0.000	0.079	ma100529_rel_withdbg.cz12a_c24r64
0.000	8.583	82.488	8.914	0.008	0.006	0.001	0.000	0.000	0.000	0.392	ma100625_rel_withdbg.cz12a_c24r64
0.000	9.307	81.486	9.194	0.007	0.006	nonzero	0.000	0.000	0.000	0.309	ma101116_rel_withdbg.cz12a_c24r64
0.000	10.249	81.652	8.083	0.011	0.005	0.001	0.000	0.000	0.000	0.291	ma110410_rel_withdbg.cz12b_c24r64
0.000	9.464	81.026	9.492	0.011	0.006	nonzero	0.000	0.000	0.000	0.281	ma110806_rel_withdbg.cz12b_c24r64
nonzero	11.371	82.988	5.627	0.009	0.005	0.001	0.000	0.000	0.000	0.313	ma120301_rel_withdbg.cz12b_c24r64
0.000	8.074	83.372	8.538	0.011	0.005	0.001	0.000	0.000	0.000	0.330	ma130000_rel_withdbg.cz12b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.661	77.550	21.789	0.000	0.000	0.000	0.000	0.213	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.571	77.252	22.177	0.000	0.000	0.000	0.000	0.181	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.973	70.117	28.910	0.000	0.000	0.000	0.000	0.194	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.730	77.495	21.775	0.000	0.000	0.000	0.000	0.180	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.012	18.481	80.785	0.722	0.000	0.000	0.000	0.428	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.989	89.008	9.890	0.113	0.000	0.000	0.000	0.409	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.821	89.722	9.429	0.028	0.000	0.000	0.000	0.318	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.762	89.957	9.222	0.059	0.000	0.000	0.000	0.343	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.912	88.869	10.128	0.090	0.000	0.000	0.000	0.371	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	1.276	92.981	5.670	0.073	0.000	0.000	0.000	0.369	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.938	88.817	10.161	0.084	0.000	0.000	0.000	0.386	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	5.764	87.610	6.626	0.000	0.000	0.000	0.000	0.157	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	6.639	87.002	6.359	0.000	0.000	0.000	0.000	0.131	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	8.198	83.061	8.741	0.000	0.000	0.000	0.000	0.149	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	7.094	86.829	6.076	0.000	0.000	0.000	0.000	0.132	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.042	69.840	30.040	0.078	0.000	0.000	0.000	0.357	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	4.525	92.901	2.488	0.087	0.000	0.000	0.000	0.399	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	3.755	93.882	2.342	0.021	0.000	0.000	0.000	0.311	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	3.190	93.322	3.429	0.058	0.000	0.000	0.000	0.330	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	3.069	92.899	3.951	0.081	0.000	0.000	0.000	0.354	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	4.935	92.410	2.605	0.051	0.000	0.000	0.000	0.357	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	4.141	91.751	4.030	0.078	0.000	0.000	0.000	0.369	ma130000_rel_withdbg.cz12b_c24r64

qr1000.L5

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
89.508	8.485	1.868	0.132	0.007	nonzero	0.000	0.000	0.000	0.000	0.073	ma100230_rel_withdbg.cz12a_c24r64
88.521	9.362	1.974	0.137	0.007	0.000	0.000	0.000	0.000	0.000	0.063	ma100244_rel_withdbg.cz12a_c24r64
81.666	15.725	2.423	0.180	0.006	nonzero	0.000	0.000	0.000	0.000	0.076	ma100339_rel_withdbg.cz12a_c24r64
83.641	13.778	2.387	0.186	0.007	0.000	0.000	0.000	0.000	0.000	0.063	ma100434_rel_withdbg.cz12a_c24r64
95.561	4.152	0.158	0.114	0.014	0.001	0.000	0.000	0.000	0.000	0.108	ma100529_rel_withdbg.cz12a_c24r64
85.062	12.828	1.883	0.216	0.005	0.003	0.002	nonzero	nonzero	0.000	5.007	ma100625_rel_withdbg.cz12a_c24r64
84.077	13.542	2.139	0.236	0.006	nonzero	nonzero	0.000	0.000	0.000	0.264	ma101116_rel_withdbg.cz12a_c24r64
79.902	15.663	3.344	1.079	0.013	nonzero	nonzero	0.000	0.000	0.000	0.335	ma110410_rel_withdbg.cz12b_c24r64
80.049	15.325	3.521	1.087	0.016	0.002	nonzero	0.000	0.000	0.000	0.600	ma110806_rel_withdbg.cz12b_c24r64
81.166	14.778	2.975	1.069	0.012	nonzero	nonzero	0.000	0.000	0.000	0.463	ma120301_rel_withdbg.cz12b_c24r64
81.905	13.982	3.025	1.070	0.016	0.001	0.000	0.000	0.000	0.000	0.155	ma130000_rel_withdbg.cz12b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.013	41.838	58.150	0.000	0.000	0.000	0.000	0.249	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.013	41.303	58.684	0.000	0.000	0.000	0.000	0.242	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.010	48.126	51.864	0.000	0.000	0.000	0.000	0.254	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.008	40.911	59.081	nonzero	0.000	0.000	0.000	0.266	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.013	31.618	66.818	1.551	0.000	0.000	0.000	0.557	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.874	85.592	13.217	0.092	0.206	0.019	0.000	5.296	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.266	84.451	15.278	0.006	0.000	0.000	0.000	0.338	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.214	83.343	16.438	0.006	0.000	0.000	0.000	0.596	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.286	82.462	17.245	0.006	0.000	0.000	0.000	0.720	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.176	87.052	12.758	0.014	0.000	0.000	0.000	0.634	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.233	84.091	15.676	0.000	0.000	0.000	0.000	0.240	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.026	73.485	26.489	0.000	0.000	0.000	0.000	0.184	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.029	72.345	27.626	0.000	0.000	0.000	0.000	0.189	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.018	76.520	23.462	0.000	0.000	0.000	0.000	0.180	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.019	71.976	28.005	0.000	0.000	0.000	0.000	0.188	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.021	76.098	23.859	0.022	0.000	0.000	0.000	0.544	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	1.435	96.293	2.008	0.085	0.165	0.015	0.000	5.283	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.453	96.592	2.951	0.004	0.000	0.000	0.000	0.321	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.361	96.639	2.995	0.005	0.000	0.000	0.000	0.587	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.376	96.161	3.458	0.005	0.000	0.000	0.000	0.713	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.242	97.112	2.633	0.013	0.000	0.000	0.000	0.624	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.332	95.990	3.678	0.000	0.000	0.000	0.000	0.197	ma130000_rel_withdbg.cz12b_c24r64

qp1000.L6

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	nonzero	12.164	86.008	1.828	0.000	0.000	0.000	0.000	0.000	0.064	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	10.871	87.204	1.925	0.000	0.000	0.000	0.000	0.000	0.061	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.014	47.001	52.445	0.540	0.000	0.000	0.000	0.000	0.000	0.053	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.007	44.144	55.259	0.590	nonzero	0.000	0.000	0.000	0.000	0.094	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.007	12.169	80.157	7.664	0.003	0.000	0.000	0.000	0.000	0.093	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.009	16.280	83.582	0.050	0.053	0.026	0.000	0.000	0.000	0.713	ma100625_rel_withdbg.cz12a_c24r64
0.000	nonzero	10.703	89.247	0.044	0.004	0.002	0.000	0.000	0.000	0.434	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.004	18.167	81.755	0.071	0.001	0.001	0.000	0.000	0.000	0.381	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.001	17.399	81.846	0.742	0.010	0.002	0.000	0.000	0.000	0.760	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.001	18.027	81.919	0.051	0.001	0.001	0.000	0.000	0.000	0.436	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.005	16.348	83.550	0.096	0.001	0.001	0.000	0.000	0.000	0.385	ma130000_rel_withdbg.cz12b_c24r64

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.001	27.801	72.198	0.000	0.000	0.000	0.000	0.230	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	22.861	77.139	0.000	0.000	0.000	0.000	0.219	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	19.193	61.208	19.599	0.000	0.000	0.000	0.358	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	18.993	62.976	18.032	0.000	0.000	0.000	0.418	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.046	3.322	84.382	12.250	0.000	0.000	0.000	0.582	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.133	71.001	28.443	0.423	0.000	0.000	0.000	0.772	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.023	70.089	29.839	0.049	0.000	0.000	0.000	0.496	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.055	60.080	39.844	0.022	0.000	0.000	0.000	0.449	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.051	51.160	48.644	0.145	0.000	0.000	0.000	0.855	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.043	60.021	39.917	0.019	0.000	0.000	0.000	0.496	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.033	59.499	40.453	0.014	0.000	0.000	0.000	0.443	ma130000_rel_withdbg.cz12b_c24r64

Delete response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.007	57.424	42.569	0.000	0.000	0.000	0.000	0.186	ma100230_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	51.975	48.025	0.000	0.000	0.000	0.000	0.211	ma100244_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	nonzero	45.821	34.597	19.582	0.000	0.000	0.000	0.360	ma100339_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.000	46.715	35.274	18.011	0.000	0.000	0.000	0.405	ma100434_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.064	18.157	72.709	9.070	0.000	0.000	0.000	0.594	ma100529_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.441	95.827	3.375	0.357	0.000	0.000	0.000	0.762	ma100625_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.032	96.749	3.180	0.040	0.000	0.000	0.000	0.479	ma101116_rel_withdbg.cz12a_c24r64
0.000	0.000	0.000	0.062	87.584	12.335	0.020	0.000	0.000	0.000	0.448	ma110410_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.069	77.736	22.097	0.099	0.000	0.000	0.000	0.847	ma110806_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.058	87.763	12.163	0.016	0.000	0.000	0.000	0.489	ma120301_rel_withdbg.cz12b_c24r64
0.000	0.000	0.000	0.037	86.155	13.795	0.013	0.000	0.000	0.000	0.441	ma130000_rel_withdbg.cz12b_c24r64