Proxy Benchmark with Consistent Throughput
In the benchmark with maximum throughput, our focus is the max throughput with wrk; however, most customers won’t need millions of requests per second. Some users are more interested in the performance of light-proxy with consistent volume.
The wrk is not the tool to generate consistent volumes, so we have to find another tool. We will try wrk2 and JMeter for the tests to cross-verify the results from two different tools.
wrk2
We will use wrk2 docker for the test and the command line is very similiar with the wrk. Here is the command line with Docker.
docker run --rm --net=host 1vlad/wrk2-docker -t1 -c1 -d30s -R50 --latency https://localhost:8443/v1/pets
The above command will limit the number of requests to 50 per second.
Light-4j Standalone
We start both the light-4j backend and the proxy together with the docker-compose and connect to the backend in this test.
cd ~/networknt/light-example-4j/proxy
docker-compose -f docker-compose-light-4j.yml up
R50
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 797.32us 427.16us 2.09ms 66.73%
Req/Sec 26.06 73.48 666.00 88.70%
1536 requests in 30.32s, 289.50KB read
Socket errors: connect 0, read 0, write 0, timeout 507
Requests/sec: 50.65
Transfer/sec: 9.55KB
R100
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 766.63us 409.23us 2.06ms 64.29%
Req/Sec 52.86 95.06 555.00 77.53%
3072 requests in 30.32s, 579.00KB read
Requests/sec: 101.31
Transfer/sec: 19.09KB
R500
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 781.77us 431.76us 6.33ms 67.20%
Req/Sec 263.70 113.00 600.00 68.96%
14992 requests in 30.00s, 2.76MB read
Requests/sec: 499.69
Transfer/sec: 94.18KB
R1000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 812.61us 408.66us 4.93ms 67.68%
Req/Sec 537.27 180.01 1.33k 85.65%
29905 requests in 30.00s, 5.50MB read
Requests/sec: 996.82
Transfer/sec: 187.88KB
R5000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 0.89ms 424.30us 5.01ms 65.58%
Req/Sec 2.63k 446.07 3.78k 61.90%
149260 requests in 30.00s, 27.47MB read
Requests/sec: 4975.08
Transfer/sec: 0.92MB
R10000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 0.89ms 412.57us 12.19ms 65.26%
Req/Sec 5.32k 381.55 7.89k 69.64%
298473 requests in 30.00s, 54.94MB read
Requests/sec: 9948.88
Transfer/sec: 1.83MB
Light-4j Proxy
R50
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.03ms 376.06us 2.16ms 67.64%
Req/Sec 26.64 75.86 666.00 88.24%
1536 requests in 30.33s, 289.50KB read
Socket errors: connect 0, read 0, write 0, timeout 508
Requests/sec: 50.64
Transfer/sec: 9.55KB
R100
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.02ms 391.64us 2.81ms 68.90%
Req/Sec 54.01 110.73 1.00k 78.68%
3072 requests in 30.32s, 579.00KB read
Requests/sec: 101.31
Transfer/sec: 19.09KB
R500
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.02ms 405.37us 2.69ms 66.10%
Req/Sec 265.02 114.60 666.00 68.21%
14992 requests in 30.00s, 2.76MB read
Requests/sec: 499.69
Transfer/sec: 94.18KB
R1000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.00ms 413.89us 3.17ms 66.09%
Req/Sec 527.27 193.22 1.33k 85.73%
29901 requests in 30.00s, 5.50MB read
Requests/sec: 996.59
Transfer/sec: 187.83KB
R5000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.07ms 474.74us 13.26ms 66.23%
Req/Sec 2.62k 241.07 4.00k 66.68%
149268 requests in 30.00s, 27.47MB read
Requests/sec: 4975.45
Transfer/sec: 0.92MB
R10000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.14ms 629.33us 21.39ms 78.93%
Req/Sec 5.28k 433.56 8.50k 73.55%
298454 requests in 30.00s, 54.93MB read
Requests/sec: 9948.54
Transfer/sec: 1.83MB
Spring Boot Standalone
R50
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 0.95ms 398.95us 3.49ms 65.93%
Req/Sec 26.67 77.75 777.00 88.64%
1536 requests in 30.33s, 319.50KB read
Socket errors: connect 0, read 0, write 0, timeout 507
Requests/sec: 50.65
Transfer/sec: 10.54KB
R100
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 0.98ms 438.02us 4.22ms 70.78%
Req/Sec 54.05 106.01 777.00 78.28%
3072 requests in 30.32s, 639.00KB read
Requests/sec: 101.31
Transfer/sec: 21.07KB
R500
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.22ms 661.78us 5.51ms 72.50%
Req/Sec 261.80 809.93 6.67k 97.66%
14798 requests in 30.19s, 3.01MB read
Requests/sec: 490.23
Transfer/sec: 102.05KB
R1000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 0.94ms 436.64us 5.12ms 67.43%
Req/Sec 522.83 195.34 1.33k 90.03%
29901 requests in 30.00s, 6.08MB read
Requests/sec: 996.59
Transfer/sec: 207.46KB
R5000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.04ms 489.36us 6.78ms 69.48%
Req/Sec 2.66k 326.45 4.11k 63.89%
149257 requests in 30.00s, 30.35MB read
Requests/sec: 4975.22
Transfer/sec: 1.01MB
R10000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8080/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8080/v1/pets
Running 30s test @ http://192.168.1.144:8080/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.24ms 655.98us 7.34ms 73.45%
Req/Sec 5.26k 1.34k 7.90k 75.39%
294238 requests in 30.00s, 59.82MB read
Requests/sec: 9806.85
Transfer/sec: 1.99MB
Spring Boot Proxy
R50
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R50 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.22ms 419.07us 4.00ms 67.04%
Req/Sec 25.67 77.01 800.00 88.37%
1536 requests in 30.33s, 339.26KB read
Socket errors: connect 0, read 0, write 0, timeout 507
Requests/sec: 50.65
Transfer/sec: 11.19KB
R100
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R100 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.18ms 409.40us 4.64ms 67.81%
Req/Sec 52.35 96.34 666.00 77.46%
3072 requests in 30.33s, 678.24KB read
Requests/sec: 101.30
Transfer/sec: 22.37KB
R500
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R500 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.65ms 0.87ms 10.67ms 78.19%
Req/Sec 260.19 803.08 6.67k 97.58%
14792 requests in 30.19s, 3.19MB read
Requests/sec: 490.01
Transfer/sec: 108.23KB
R1000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R1000 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.61ms 848.86us 10.25ms 77.09%
Req/Sec 528.10 1.14k 6.67k 95.66%
29483 requests in 30.06s, 6.36MB read
Requests/sec: 980.87
Transfer/sec: 216.67KB
R5000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R5000 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.32ms 623.80us 11.24ms 75.06%
Req/Sec 2.63k 305.12 4.67k 71.05%
149266 requests in 30.00s, 32.20MB read
Requests/sec: 4975.38
Transfer/sec: 1.07MB
R10000
docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8000/v1/pets
Result:
[email protected]:~$ docker run --rm --net=host 1vlad/wrk2-docker -t2 -c128 -d30s -R10000 http://192.168.1.144:8000/v1/pets
Running 30s test @ http://192.168.1.144:8000/v1/pets
2 threads and 128 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 1.66ms 1.13ms 18.64ms 87.51%
Req/Sec 5.27k 787.79 10.78k 78.84%
298423 requests in 30.00s, 64.37MB read
Requests/sec: 9947.15
Transfer/sec: 2.15MB