1. Results of measuring performance of Mesos Marathon¶
- Abstract
This document includes performance test results for Mesos as a container platform for Docker with Marathon. All tests have been performed regarding Measuring performance of container cluster systems
1.1. Environment description¶
1.1.1. Cluster description¶
3 master nodes with Mesos, Marathon and Zookeeper
189 mesos slaves nodes
1.1.2. Software versions¶
Mesos - 0.27.0
Marathon - 0.15.2
Zookeeper - 3.4.5
Docker - 1.10.2
1.1.3. Running options¶
Marathon extra options are “-Xmx2048m –max_tasks_per_offer 20”
1.1.4. Hardware configuration of each server¶
server |
vendor,model |
HP,DL380 Gen9 |
operating_system |
3.13.0-76-generic
Ubuntu-trusty
x86_64
|
|
CPU |
vendor,model |
Intel,E5-2680 v3 |
processor_count |
2 |
|
core_count |
12 |
|
frequency_MHz |
2500 |
|
RAM |
vendor,model |
HP,752369-081 |
amount_MB |
262144 |
|
NETWORK |
interface_name |
p1p1 |
vendor,model |
Intel,X710 Dual Port |
|
bandwidth |
10G |
|
STORAGE |
dev_name |
/dev/sda |
vendor,model |
raid10 - HP P840
12 disks EH0600JEDHE
|
|
SSD/HDD |
HDD |
|
size |
3,6TB |
1.1.5. Network scheme and part of configuration of hardware network switches¶
Network scheme of the environment:
Here is the part of switch configuration for each switch port which connected to p1p1.603 interface of a server:
switchport mode trunk
switchport trunk native vlan 600
switchport trunk allowed vlan 600-602,630-649
spanning-tree port type edge trunk
spanning-tree bpduguard enable
no snmp trap link-status
1.2. Results¶
1.2.1. Test create¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
50 |
6.15 |
6.15 |
6.15 |
6.15 |
1 |
100 |
6.09 |
6.09 |
6.09 |
6.09 |
1 |
500 |
14.18 |
14.18 |
14.18 |
14.18 |
2 |
50 |
6.08 |
6.1 |
6.09 |
6.09 |
2 |
100 |
6.09 |
6.12 |
6.11 |
6.105 |
2 |
500 |
20.3 |
22.27 |
21.29 |
21.285 |
4 |
50 |
6.15 |
16.2 |
11.66 |
12.155 |
4 |
100 |
6.24 |
16.19 |
10.24 |
9.26 |
4 |
500 |
28.39 |
38.42 |
33.13 |
32.86 |
8 |
50 |
8.11 |
12.24 |
10.16 |
10.16 |
8 |
100 |
6.46 |
16.25 |
12.08 |
13.185 |
8 |
500 |
29.12 |
83.03 |
58.19 |
58.06 |
16 |
50 |
8.12 |
20.36 |
12.88 |
13.22 |
16 |
100 |
9.02 |
26.39 |
19.3 |
20.28 |
16 |
500 |
130.43 |
453.85 |
296.59 |
320.07 |
Graph for test create, concurrency 1
Graph for test create, concurrency 2
Graph for test create, concurrency 4
Graph for test create, concurrency 8
Graph for test create, concurrency 16
1.2.2. Test delete¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
50 |
0.01 |
0.01 |
0.01 |
0.01 |
1 |
100 |
0.01 |
0.01 |
0.01 |
0.01 |
1 |
500 |
0.01 |
0.01 |
0.01 |
0.01 |
2 |
50 |
0.01 |
0.02 |
0.01 |
0.01 |
2 |
100 |
0.02 |
0.02 |
0.02 |
0.02 |
2 |
500 |
0.01 |
0.02 |
0.01 |
0.01 |
4 |
50 |
0.02 |
0.03 |
0.03 |
0.03 |
4 |
100 |
0.02 |
0.03 |
0.03 |
0.03 |
4 |
500 |
0.02 |
0.04 |
0.03 |
0.04 |
8 |
50 |
0.04 |
0.05 |
0.04 |
0.04 |
8 |
100 |
0.04 |
0.05 |
0.05 |
0.05 |
8 |
500 |
0.05 |
0.07 |
0.06 |
0.07 |
16 |
50 |
0.12 |
0.13 |
0.12 |
0.12 |
16 |
100 |
0.09 |
0.11 |
0.1 |
0.1 |
16 |
500 |
0.13 |
0.15 |
0.14 |
0.14 |
Graph for test delete, concurrency 1
Graph for test delete, concurrency 2
Graph for test delete, concurrency 4
Graph for test delete, concurrency 8
Graph for test delete, concurrency 16
1.2.3. Test restart¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
500 |
28.63 |
28.63 |
28.63 |
28.63 |
2 |
50 |
8.51 |
8.53 |
8.52 |
8.52 |
2 |
100 |
14.47 |
16.59 |
15.53 |
15.53 |
2 |
500 |
28.81 |
30.83 |
29.82 |
29.82 |
4 |
50 |
10.56 |
12.53 |
11.07 |
10.59 |
4 |
100 |
12.74 |
28.65 |
18.19 |
15.69 |
4 |
500 |
63.31 |
75.2 |
68.69 |
68.12 |
8 |
50 |
12.75 |
22.68 |
17.18 |
16.64 |
8 |
100 |
26.73 |
38.87 |
31.54 |
30.755 |
8 |
500 |
433.62 |
441.69 |
439.17 |
439.505 |
16 |
50 |
19.36 |
30.86 |
23.32 |
22.73 |
16 |
100 |
45.8 |
63.07 |
51.96 |
51.35 |
16 |
500 |
605.63 |
1204.02 |
709.46 |
646.73 |
Graph for test restart, concurrency 2
Graph for test restart, concurrency 4
Graph for test restart, concurrency 8
Graph for test restart, concurrency 16
1.2.4. Test update_cpu¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
50 |
12.51 |
12.51 |
12.51 |
12.51 |
1 |
100 |
12.56 |
12.56 |
12.56 |
12.56 |
1 |
500 |
22.63 |
22.63 |
22.63 |
22.63 |
2 |
50 |
6.51 |
8.49 |
7.5 |
7.5 |
2 |
100 |
14.53 |
16.58 |
15.55 |
15.555 |
2 |
500 |
20.73 |
26.72 |
23.73 |
23.725 |
4 |
50 |
8.52 |
14.56 |
11.52 |
11.5 |
4 |
100 |
14.6 |
71.14 |
30.77 |
18.67 |
4 |
500 |
47.03 |
55.09 |
50.56 |
50.06 |
8 |
50 |
8.56 |
26.71 |
16.61 |
16.59 |
8 |
100 |
18.65 |
32.73 |
24.67 |
24.655 |
8 |
500 |
219.0 |
249.28 |
239.4 |
243.815 |
16 |
50 |
16.63 |
32.78 |
22.68 |
22.68 |
16 |
100 |
37.56 |
44.87 |
41.58 |
40.95 |
16 |
500 |
610.82 |
1205.25 |
883.32 |
736.29 |
Graph for test update_cpu, concurrency 1
Graph for test update_cpu, concurrency 2
Graph for test update_cpu, concurrency 4
Graph for test update_cpu, concurrency 8
Graph for test update_cpu, concurrency 16
1.2.5. Test update_disk¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
50 |
10.48 |
10.48 |
10.48 |
10.48 |
1 |
100 |
16.59 |
16.59 |
16.59 |
16.59 |
1 |
500 |
26.65 |
26.65 |
26.65 |
26.65 |
2 |
50 |
8.52 |
12.56 |
10.54 |
10.54 |
2 |
100 |
14.56 |
26.61 |
20.59 |
20.585 |
2 |
500 |
26.67 |
28.68 |
27.68 |
27.675 |
4 |
50 |
10.56 |
20.55 |
14.05 |
12.555 |
4 |
100 |
12.59 |
20.63 |
17.6 |
18.59 |
4 |
500 |
53.01 |
55.1 |
53.58 |
53.1 |
8 |
50 |
10.67 |
26.75 |
19.66 |
19.635 |
8 |
100 |
15.18 |
20.68 |
17.99 |
17.705 |
8 |
500 |
395.82 |
441.34 |
415.5 |
402.97 |
16 |
50 |
15.0 |
32.79 |
24.62 |
24.705 |
16 |
100 |
44.19 |
50.94 |
47.14 |
46.995 |
16 |
500 |
426.87 |
1204.53 |
731.92 |
610.83 |
Graph for test update_disk, concurrency 1
Graph for test update_disk, concurrency 2
Graph for test update_disk, concurrency 4
Graph for test update_disk, concurrency 8
Graph for test update_disk, concurrency 16
1.2.6. Test update_instances¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
50 |
600.05 |
600.05 |
600.05 |
600.05 |
1 |
100 |
16.17 |
16.17 |
16.17 |
16.17 |
1 |
500 |
600.31 |
600.31 |
600.31 |
600.31 |
2 |
50 |
10.12 |
600.11 |
305.12 |
305.115 |
2 |
100 |
14.16 |
600.19 |
307.18 |
307.175 |
2 |
500 |
600.72 |
601.09 |
600.9 |
600.905 |
4 |
50 |
10.13 |
600.17 |
452.65 |
600.155 |
4 |
100 |
14.18 |
600.36 |
308.75 |
310.225 |
4 |
500 |
39.4 |
602.01 |
461.02 |
601.33 |
8 |
50 |
20.24 |
600.4 |
323.46 |
336.595 |
8 |
100 |
18.23 |
600.79 |
169.8 |
28.68 |
8 |
500 |
150.94 |
603.91 |
546.72 |
603.255 |
16 |
50 |
14.25 |
600.72 |
276.17 |
32.375 |
16 |
100 |
24.24 |
601.53 |
351.71 |
601.0 |
16 |
500 |
603.1 |
1206.38 |
1016.9 |
1203.81 |
Graph for test update_instances, concurrency 1
Graph for test update_instances, concurrency 2
Graph for test update_instances, concurrency 4
Graph for test update_instances, concurrency 8
Graph for test update_instances, concurrency 16
1.2.7. Test update_mem¶
CONCURRENCY |
NODES_NUMBER_PER_APPLICATION |
APPLICATION_OPERATION (sec) |
|||
|---|---|---|---|---|---|
minimum |
maximum |
average |
median |
||
1 |
50 |
8.58 |
8.58 |
8.58 |
8.58 |
1 |
100 |
10.55 |
10.55 |
10.55 |
10.55 |
1 |
500 |
22.68 |
22.68 |
22.68 |
22.68 |
2 |
50 |
10.46 |
10.48 |
10.47 |
10.47 |
2 |
100 |
10.54 |
14.5 |
12.52 |
12.52 |
2 |
500 |
26.6 |
26.76 |
26.68 |
26.68 |
4 |
50 |
10.51 |
10.55 |
10.54 |
10.54 |
4 |
100 |
10.57 |
18.65 |
16.59 |
18.575 |
4 |
500 |
56.96 |
69.29 |
63.66 |
64.2 |
8 |
50 |
18.61 |
22.74 |
21.16 |
20.695 |
8 |
100 |
15.1 |
26.77 |
21.26 |
20.7 |
8 |
500 |
294.84 |
304.16 |
300.42 |
300.86 |
16 |
50 |
13.92 |
24.67 |
19.78 |
21.645 |
16 |
100 |
39.57 |
49.03 |
41.95 |
41.24 |
16 |
500 |
498.57 |
1204.44 |
666.49 |
624.195 |
Graph for test update_mem, concurrency 1
Graph for test update_mem, concurrency 2
Graph for test update_mem, concurrency 4
Graph for test update_mem, concurrency 8
Graph for test update_mem, concurrency 16
1.2.8. Test health check¶
CONTAINERS_COUNT |
HEALTH_CHECK_INTERVAL_DEVIATION (sec) |
|||
|---|---|---|---|---|
minimum |
maximum |
average |
95% |
|
2500 |
0.00 |
0.12 |
0.02 |
0.04 |
