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One post tagged with "performance"

KubeArmor Performance Benchmarking Data

March 13, 2023 · 8 min read

Rudraksh Pareek

Maintainer @KubeArmor | Software Engineer @ Accuknox

Benchmarking data

Config

Node: 4
Platform - AKS
Workload -> Sock-shop
replica: 1
Tool -> Apache-bench (request at front-end service)
Vm: DS_v2

VM	CPU	Ram	Data disks	Temp Storage
DS2_v2	2	7 GiB	8	14 GiB

Without Kubearmor

Average

Scenario	Requests	Concurrent Requests	Kubearmor CPU (m)	Kubearmor Memory (Mi)	Throughput (req/s)	Average time per req. (ms)	# Failed requests	Micro-service CPU (m)	Micro-service Memory (Mi)
no kubearmor	50000	5000	-	-	2205.502	0.4534	0	401.1	287.3333333

Readings

Scenario	Requests	Concurrent Requests	Kubearmor CPU (m)	Kubearmor Memory (Mi)	Throughput (req/s)	Average time per req. (ms)	# Failed requests	Micro-service CPU (m)	Micro-service Memory (Mi)
no kubearmor	50000	5000	-	-	2246.79	0.445	0	380	239
--	--	--	--	--	--	--	--	--	--
no kubearmor	50000	5000	-	-	2187.22	0.457	0	378	358
no kubearmor	50000	5000	-	-	2244.16	0.446	0	451	258
no kubearmor	50000	5000	-	-	2213.37	0.452	0	351	304
no kubearmor	50000	5000	-	-	2131.19	0.469	0	380	251
no kubearmor	50000	5000	-	-	2215.89	0.451	0	400	326
no kubearmor	50000	5000	-	-	2172.19	0.46	0	428	332
no kubearmor	50000	5000	-	-	2195.73	0.455	0	444	240
no kubearmor	50000	5000	-	-	2206.41	0.453	0	385	278
no kubearmor	50000	5000	-	-	2242.07	0.446	0	414	318
Average					2205.502	0.4534	0	401.1	287.3333333

Kubearmor with discovered Policy Applied

Average

Scenario	Requests	Concurrent Requests	Kubearmor CPU (m)	Kubearmor Memory (Mi)	Throughput (req/s)	Average time per req. (ms)	# Failed requests	Micro-service CPU (m)	Micro-service Memory (Mi)
no kubearmor	50000	5000	141.2	111.9	2169.358	0.4609	0	438.2	435.1

Readings

Scenario	Requests	Concurrent Requests	Kubearmor CPU (m)	Kubearmor Memory (Mi)	Throughput (req/s)	Average time per req. (ms)	# Failed requests	Micro-service CPU (m)	Micro-service Memory (Mi)
with Policy	50000	5000	131	113	2162.86	0.462	0	542	446
with Policy	50000	5000	139	111	2190.72	0.456	0	457	458
with Policy	50000	5000	145	112	2103.46	0.475	0	445	395
with Policy	50000	5000	149	108	2155.55	0.464	0	440	454
with Policy	50000	5000	129	113	2177.68	0.459	0	395	394
with Policy	50000	5000	160	122	2198.53	0.455	0	435	503
with Policy	50000	5000	156	117	2179.89	0.459	0	391	451
with Policy	50000	5000	134	119	2196.78	0.455	0	408	429
with Policy	50000	5000	129	114	2178.07	0.459	0	424	435
with Policy	50000	5000	140	112	2150.04	0.465	0	445	386
Average			141.2	111.9	2169.358	0.4609	0	438.2	435.1

BPF LSM benchmarking data

Scenario	Config		KubeArmor		Microservices
	Requests	Concurrent Requests	CPU (m)	Memory (Mi)	Throughput (req/s)	Average time per req. (ms)	# Failed requests	CPU (m)	Memory (Mi)
with kubearmor	50000	5000	130	99	1889.81	0.529	0	407	324
with kubearmor	50000	5000	120	104	1955.26	0.511	0	446	423
with kubearmor	50000	5000	122	101	1952.94	0.512	0	433	448
with kubearmor	50000	5000	152	104	1931.71	0.518	0	474	405
with kubearmor	50000	5000	142	108	1896.01	0.527	0	564	413
with kubearmor	50000	5000	110	107	1896.95	0.527	0	416	375
with kubearmor	50000	5000	115	106	1868.77	0.535	0	354	383
with kubearmor	50000	5000	114	109	1877.29	0.533	0	461	355
with kubearmor	50000	5000	130	105	1962.81	0.509	0	552	380
with kubearmor	50000	5000	102	110	1966.19	0.509	0	351	297
Average			123.7	105.3	1919.774	0.521	0	445.8	380.3

Scenario	Config		KubeArmor		Microservices
	Requests	Concurrent Requests	CPU (m)	Memory (Mi)	Throughput (req/s)	Average time per req. (ms)	# Failed requests	CPU (m)	Memory (Mi)
with policy	50000	5000	103	110	1806.06	0.529	0	431	330
with policy	50000	5000	122	111	1836.04	0.511	0	432	348
with policy	50000	5000	123	108	1871.02	0.512	0	505	393
with policy	50000	5000	118	111	1915.07	0.518	0	599	331
with policy	50000	5000	121	110	1896.34	0.527	0	405	310
with policy	50000	5000	126	113	1896.7	0.527	0	450	430
with policy	50000	5000	117	110	1915.79	0.535	0	408	382
with policy	50000	5000	128	111	1885.77	0.533	0	482	321
with policy	50000	5000	122	114	1900.96	0.509	0	433	359
with policy	50000	5000	124	104	1887.87	0.509	0	448	393
Average			120.4	110.2	1881.162	0.5318	0	459.3	359.7