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Benchmarking GNES on Network Latency

This repository tracks the network latency over different GNES versions. As a part of CICD pipeline, this repo gets automatically updated when the GNES master is updated or a new GNES version is released.

Please don't change the content of this file manually, as it will be overwritten during the update anyway.

Experimental Setup

In this benchmark, we setup multiple workflows to represent typical pipelines in the everyday usage of GNES. We then do a "load testing" to determine the system's behavior under normal/peak conditions.

All experiments use gnes/gnes:{version}-alpine as the base image. All microservices are simplified using BaseRouter and BlockRouter.

Run Test

For the purpose of evaluating this benchmark in CICD pipeline, some environment

For example, to run the third test case on GNES version latest-alpine:

export GNES_IMG_TAG=latest-alpine
export GNES_BENCHMARK_ID=3

make pull && make build && make test d=500 b=10 s=1000000 && make clean

The client will generate 500 documents with the batch size of 10, which yields 50 requests in total. Each document has the size of 1MB. Hence each request is 10MB.

Due to the memory limit of our CD node (t2-micro, 1GB memory), we better keep the number of document in this way.

Explanation of the Table

Time units are in seconds, the smaller the better. Numbers are the best average over three runs.

Time-related metrics

  • roundtrip: the average latency in seconds for a request travel from Frontend and through the whole workflow and finally back to Frontend.
  • MB/s: megabyte per second (MB/s) is a unit of data transfer rate over the whole workflow.
  • f:send: the average latency in seconds between sending every two requests at the Frontend.
  • f:recv: the average latency in seconds between receiving every two requests at the Frontend.
  • f->r1:send: the average latency in seconds for Router1 receiving a request sent from Frontend.
  • r1->r2:send: the average latency in seconds for Router2 receiving a request sent from Router1 (or all Router1 from the last layer).
  • r2->f:send: the average latency in seconds for Frontend receiving a request sent from Router2 (or all Router2 from the last layer).

Meta information

  • version_vcs: corresponds to the gnes-ai/gnes@ commit's SHA hash.
  • version_tag: corresponds to the version tag of a GNES docker image.
  • timestamp_build: timestamp when the docker image was built.
  • timestamp_eval: timestamp when the benchmark was evaluated.

Table results are sorted by timestamp_build with the most recent build at first.

Case 1: Non-blocking Flow

The workflow is as follows:

workflow 1 in test

The ideal roundtrip latency is 0. The smaller the better.

Result

workflow 1 in test

version_vcs roundtrip MB/s f:send f:recv f->r1:send r1->r2:send r2->f:send timestamp_build timestamp_eval version_tag
f40d46a 0.197 2760 0.134 0.130 0.043 0.052 0.099 2019-11-06 11:52 2019-11-06 12:29 latest-alpine
14cffe3 0.199 2733 0.135 0.131 0.043 0.052 0.099 2019-11-06 11:13 2019-11-06 11:40 latest-alpine
ca20463 0.197 2760 0.134 0.131 0.043 0.052 0.099 2019-11-06 10:35 2019-11-06 11:02 v0.0.47-alpine
5484af3 0.200 2747 0.135 0.131 0.043 0.047 0.101 2019-11-06 09:52 2019-11-06 10:24 latest-alpine
6687b68 0.199 2754 0.135 0.131 0.043 0.052 0.099 2019-11-06 08:48 2019-11-06 09:35 latest-alpine
b4d2c8c 0.198 2760 0.134 0.131 0.043 0.046 0.098 2019-10-24 05:32 2019-10-24 05:58 latest-alpine
5de329d 0.202 2723 0.134 0.130 0.042 0.048 0.102 2019-10-23 04:33 2019-10-23 05:01 latest-alpine
44a54be 0.200 2730 0.135 0.131 0.042 0.048 0.101 2019-10-23 03:55 2019-10-23 04:23 latest-alpine
01fe27b 0.200 2736 0.135 0.131 0.043 0.052 0.100 2019-10-23 03:18 2019-10-23 03:45 latest-alpine
388d1ba 0.200 2738 0.134 0.130 0.043 0.046 0.101 2019-10-23 02:41 2019-10-23 03:08 latest-alpine
69ea3fd 0.199 2753 0.134 0.130 0.042 0.046 0.100 2019-10-21 14:16 2019-10-21 14:42 latest-alpine
97efb59 0.199 2732 0.134 0.130 0.043 0.053 0.100 2019-10-21 10:46 2019-10-21 11:13 latest-alpine
da50be0 0.195 2830 0.132 0.128 0.042 0.051 0.098 2019-10-21 04:07 2019-10-21 04:33 latest-alpine
7865b45 0.196 2786 0.132 0.128 0.042 0.051 0.098 2019-10-18 08:04 2019-10-18 08:30 latest-alpine
8b43398 0.198 2774 0.133 0.130 0.043 0.047 0.100 2019-10-17 11:28 2019-10-17 11:54 latest-alpine
15b940d 0.201 2730 0.135 0.130 0.044 0.046 0.101 2019-10-17 10:51 2019-10-17 11:17 v0.0.46-alpine
5fdf67a 0.198 2766 0.133 0.129 0.043 0.052 0.100 2019-10-17 10:14 2019-10-17 10:41 latest-alpine
394a007 0.199 2771 0.133 0.130 0.042 0.048 0.099 2019-10-17 03:53 2019-10-17 04:20 latest-alpine
c35b27e 0.195 2828 0.132 0.128 0.042 0.046 0.098 2019-10-17 03:16 2019-10-17 03:43 latest-alpine
ca9ad83 0.199 2741 0.133 0.129 0.043 0.045 0.100 2019-10-16 05:52 2019-10-16 06:18 latest-alpine
a419c34 0.200 2771 0.133 0.130 0.041 0.046 0.100 2019-10-16 03:08 2019-10-16 03:31 latest-alpine
5676ab8 0.199 2771 0.135 0.131 0.043 0.047 0.100 2019-10-15 08:48 2019-10-15 09:15 latest-alpine
cfee124 0.197 2789 0.133 0.130 0.042 0.048 0.099 2019-10-15 08:11 2019-10-15 08:38 latest-alpine
b6837b1 0.261 2002 0.134 0.130 0.040 0.052 0.164 2019-10-15 06:04 2019-10-15 06:33 v0.0.45-alpine
2d398c1 0.260 2005 0.134 0.130 0.040 0.052 0.164 2019-10-15 04:53 2019-10-15 05:20 latest-alpine
0ac92e4 0.257 2027 0.133 0.128 0.039 0.051 0.162 2019-10-14 11:50 2019-10-14 12:17 latest-alpine
5583462 0.259 2011 0.133 0.129 0.039 0.045 0.164 2019-10-14 09:07 2019-10-14 09:34 latest-alpine
e3ab1aa 0.260 2017 0.134 0.130 0.040 0.045 0.165 2019-10-12 05:41 2019-10-12 06:07 latest-alpine
e64bc7a 0.254 2049 0.131 0.127 0.039 0.051 0.161 2019-10-11 13:11 2019-10-11 13:38 latest-alpine
72c6d8f 0.258 2023 0.133 0.129 0.039 0.051 0.163 2019-10-11 08:08 2019-10-11 08:35 latest-alpine
a5b40c1 0.259 2012 0.133 0.129 0.040 0.052 0.164 2019-10-11 07:31 2019-10-11 07:58 v0.0.44-alpine
8ca5ef0 0.256 2035 0.132 0.127 0.040 0.051 0.161 2019-10-11 05:48 2019-10-11 06:15 latest-alpine
f7e7791 3.300 228 0.124 0.010 0.054 0.053 3.189 2019-10-11 04:20 2019-10-11 04:47 latest-alpine
9095bfa 3.295 229 0.124 0.010 0.054 0.052 3.184 2019-10-10 11:45 2019-10-10 12:12 latest-alpine
1878564 3.317 226 0.124 0.010 0.054 0.046 3.206 2019-10-10 11:00 2019-10-10 11:34 latest-alpine
49150fb 3.314 227 0.123 0.010 0.053 0.046 3.204 2019-10-10 04:51 2019-10-10 05:18 latest-alpine
17f9287 0.161 3148 0.127 0.125 0.032 0.051 0.069 2019-10-10 00:33 2019-10-10 01:00 latest-alpine
3aab341 0.161 3150 0.129 0.127 0.032 0.052 0.068 2019-10-09 10:15 2019-10-09 10:39 latest-alpine
fc546f0 0.160 3166 0.128 0.126 0.032 0.047 0.068 2019-09-30 09:41 2019-09-30 10:08 v0.0.43-alpine
83f96d9 0.160 3171 0.127 0.126 0.032 0.048 0.068 2019-09-29 12:34 2019-09-29 13:01 latest-alpine
4dcf6d0 0.159 3185 0.127 0.125 0.031 0.050 0.068 2019-09-29 11:57 2019-09-29 12:24 latest-alpine
0bb0082 0.160 3172 0.128 0.126 0.031 0.048 0.068 2019-09-29 11:23 2019-09-29 11:47 latest-alpine
cb4e46a 0.159 3182 0.127 0.126 0.031 0.047 0.068 2019-09-29 04:07 2019-09-29 04:34 latest-alpine
a087626 2.534 727 1.114 1.052 0.537 0.478 1.491 2019-09-27 11:05 2019-09-27 11:35 latest-alpine
51837cf 0.160 3166 0.128 0.126 0.031 0.050 0.067 2019-09-27 06:36 2019-09-27 10:44 latest-alpine
51837cf 0.155 3258 0.124 0.123 0.032 0.047 0.064 2019-09-27 06:36 2019-09-27 10:29 latest-alpine

Case 2: Blocking Flow

The workflow is as follows:

workflow 2 in test

It simulates a pipeline with uneven workload, Router2 block the pipeline for 1s.

Hence, a naive synchronized pipeline will take 50s to finish 50 requests.

Result

workflow 1 in test

version_vcs roundtrip MB/s f:send f:recv f->r1:send r1->r2:send r2->f:send timestamp_build timestamp_eval version_tag
f40d46a 24.207 43 0.096 1.036 0.039 23.119 0.037 2019-11-06 11:52 2019-11-06 12:32 latest-alpine
14cffe3 24.220 43 0.096 1.035 0.038 23.133 0.037 2019-11-06 11:13 2019-11-06 11:44 latest-alpine
ca20463 24.176 43 0.095 1.036 0.039 23.092 0.036 2019-11-06 10:35 2019-11-06 11:06 v0.0.47-alpine
5484af3 24.161 43 0.096 1.035 0.038 23.077 0.037 2019-11-06 09:52 2019-11-06 10:28 latest-alpine
6687b68 24.168 43 0.096 1.035 0.040 23.082 0.038 2019-11-06 08:48 2019-11-06 09:39 latest-alpine
b4d2c8c 24.216 43 0.096 1.035 0.040 23.129 0.038 2019-10-24 05:32 2019-10-24 06:02 latest-alpine
5de329d 24.226 43 0.096 1.036 0.039 23.139 0.037 2019-10-23 04:33 2019-10-23 05:04 latest-alpine
44a54be 24.177 43 0.096 1.035 0.041 23.088 0.036 2019-10-23 03:55 2019-10-23 04:27 latest-alpine
01fe27b 24.160 43 0.096 1.035 0.040 23.075 0.036 2019-10-23 03:18 2019-10-23 03:48 latest-alpine
388d1ba 24.213 43 0.097 1.035 0.038 23.121 0.038 2019-10-23 02:41 2019-10-23 03:11 latest-alpine
69ea3fd 24.165 43 0.096 1.035 0.037 23.081 0.035 2019-10-21 14:16 2019-10-21 14:46 latest-alpine
97efb59 24.134 43 0.096 1.035 0.040 23.047 0.036 2019-10-21 10:46 2019-10-21 11:16 latest-alpine
da50be0 24.209 43 0.096 1.035 0.039 23.116 0.037 2019-10-21 04:07 2019-10-21 04:37 latest-alpine
7865b45 24.180 43 0.096 1.035 0.040 23.094 0.035 2019-10-18 08:04 2019-10-18 08:33 latest-alpine
8b43398 24.212 43 0.095 1.035 0.039 23.117 0.038 2019-10-17 11:28 2019-10-17 11:58 latest-alpine
15b940d 24.164 43 0.095 1.035 0.038 23.080 0.037 2019-10-17 10:51 2019-10-17 11:21 v0.0.46-alpine
5fdf67a 24.161 43 0.095 1.035 0.039 23.076 0.036 2019-10-17 10:14 2019-10-17 10:44 latest-alpine
394a007 24.218 43 0.095 1.035 0.038 23.134 0.036 2019-10-17 03:53 2019-10-17 04:23 latest-alpine
c35b27e 24.208 43 0.096 1.035 0.039 23.121 0.035 2019-10-17 03:16 2019-10-17 03:46 latest-alpine
ca9ad83 24.230 43 0.095 1.035 0.038 23.150 0.034 2019-10-16 05:52 2019-10-16 06:22 latest-alpine
a419c34 24.173 43 0.096 1.035 0.040 23.087 0.037 2019-10-16 03:08 2019-10-16 03:34 latest-alpine
5676ab8 24.209 43 0.097 1.035 0.040 23.117 0.036 2019-10-15 08:48 2019-10-15 09:18 latest-alpine
cfee124 24.164 43 0.095 1.035 0.039 23.079 0.035 2019-10-15 08:11 2019-10-15 08:41 latest-alpine
b6837b1 24.171 43 0.095 1.036 0.041 23.084 0.037 2019-10-15 06:04 2019-10-15 06:36 v0.0.45-alpine
2d398c1 24.246 43 0.095 1.036 0.039 23.161 0.036 2019-10-15 04:53 2019-10-15 05:24 latest-alpine
0ac92e4 24.160 43 0.094 1.035 0.040 23.074 0.036 2019-10-14 11:50 2019-10-14 12:20 latest-alpine
5583462 24.193 43 0.094 1.036 0.039 23.106 0.037 2019-10-14 09:07 2019-10-14 09:37 latest-alpine
e3ab1aa 24.251 43 0.094 1.035 0.041 23.165 0.037 2019-10-12 05:41 2019-10-12 06:11 latest-alpine
e64bc7a 24.223 43 0.093 1.035 0.038 23.140 0.035 2019-10-11 13:11 2019-10-11 13:41 latest-alpine
72c6d8f 24.242 43 0.094 1.036 0.040 23.151 0.036 2019-10-11 08:08 2019-10-11 08:39 latest-alpine
a5b40c1 24.221 43 0.096 1.036 0.040 23.131 0.036 2019-10-11 07:31 2019-10-11 08:01 v0.0.44-alpine
8ca5ef0 24.227 43 0.096 1.036 0.040 23.135 0.036 2019-10-11 05:48 2019-10-11 06:18 latest-alpine
f7e7791 24.435 34 0.093 0.967 0.041 23.201 0.183 2019-10-11 04:20 2019-10-11 04:50 latest-alpine
9095bfa 24.432 34 0.093 0.965 0.042 23.196 0.180 2019-10-10 11:45 2019-10-10 12:15 latest-alpine
1878564 24.456 34 0.093 0.967 0.041 23.222 0.182 2019-10-10 11:00 2019-10-10 11:38 latest-alpine
49150fb 24.423 34 0.094 0.966 0.043 23.185 0.183 2019-10-10 04:51 2019-10-10 05:21 latest-alpine
17f9287 24.236 43 0.092 1.034 0.037 23.152 0.035 2019-10-10 00:33 2019-10-10 01:03 latest-alpine
3aab341 24.280 43 0.092 1.035 0.038 23.198 0.036 2019-10-09 10:15 2019-10-09 10:43 latest-alpine
fc546f0 24.227 43 0.092 1.035 0.038 23.132 0.036 2019-09-30 09:41 2019-09-30 10:11 v0.0.43-alpine
83f96d9 24.250 43 0.093 1.034 0.038 23.166 0.037 2019-09-29 12:34 2019-09-29 13:05 latest-alpine
4dcf6d0 24.220 43 0.092 1.035 0.037 23.138 0.034 2019-09-29 11:57 2019-09-29 12:27 latest-alpine
0bb0082 24.203 43 0.092 1.033 0.038 23.111 0.037 2019-09-29 11:23 2019-09-29 11:50 latest-alpine
cb4e46a 24.255 43 0.092 1.034 0.037 23.170 0.037 2019-09-29 04:07 2019-09-29 04:37 latest-alpine
a087626 5.928 86 0.184 1.265 0.099 2.134 0.341 2019-09-27 11:05 2019-09-27 11:39 latest-alpine
51837cf 24.246 43 0.092 1.035 0.037 23.164 0.035 2019-09-27 06:36 2019-09-27 10:47 latest-alpine
51837cf 24.304 43 0.091 1.035 0.037 23.220 0.036 2019-09-27 06:36 2019-09-27 10:32 latest-alpine

Case 3: Parallel Non-blocking Flow

The workflow is as follows:

workflow 3 in test

The ideal roundtrip latency is 0. The smaller the better.

Result

workflow 1 in test

version_vcs roundtrip MB/s f:send f:recv f->r1:send r1->r2:send r2->f:send timestamp_build timestamp_eval version_tag
f40d46a 0.202 2706 0.136 0.132 0.045 0.053 0.099 2019-11-06 11:52 2019-11-06 12:34 latest-alpine
14cffe3 0.204 2691 0.137 0.133 0.046 0.053 0.100 2019-11-06 11:13 2019-11-06 11:45 latest-alpine
ca20463 0.203 2673 0.136 0.132 0.045 0.048 0.101 2019-11-06 10:35 2019-11-06 11:07 v0.0.47-alpine
5484af3 0.206 2646 0.138 0.134 0.046 0.053 0.101 2019-11-06 09:52 2019-11-06 10:29 latest-alpine
6687b68 0.202 2689 0.137 0.133 0.046 0.053 0.099 2019-11-06 08:48 2019-11-06 09:40 latest-alpine
b4d2c8c 0.205 2633 0.137 0.133 0.045 0.048 0.102 2019-10-24 05:32 2019-10-24 06:03 latest-alpine
5de329d 0.205 2668 0.137 0.133 0.046 0.049 0.101 2019-10-23 04:33 2019-10-23 05:06 latest-alpine
44a54be 0.205 2650 0.137 0.133 0.046 0.053 0.101 2019-10-23 03:55 2019-10-23 04:28 latest-alpine
01fe27b 0.205 2662 0.137 0.132 0.046 0.048 0.101 2019-10-23 03:18 2019-10-23 03:50 latest-alpine
388d1ba 0.208 2612 0.138 0.134 0.045 0.050 0.102 2019-10-23 02:41 2019-10-23 03:12 latest-alpine
69ea3fd 0.206 2635 0.137 0.134 0.046 0.054 0.102 2019-10-21 14:16 2019-10-21 14:47 latest-alpine
97efb59 0.205 2659 0.137 0.133 0.046 0.054 0.100 2019-10-21 10:46 2019-10-21 11:18 latest-alpine
da50be0 0.201 2730 0.135 0.131 0.045 0.053 0.098 2019-10-21 04:07 2019-10-21 04:38 latest-alpine
7865b45 0.203 2666 0.136 0.132 0.045 0.047 0.101 2019-10-18 08:04 2019-10-18 08:35 latest-alpine
8b43398 0.206 2634 0.137 0.133 0.046 0.048 0.101 2019-10-17 11:28 2019-10-17 11:59 latest-alpine
15b940d 0.206 2642 0.137 0.133 0.045 0.049 0.101 2019-10-17 10:51 2019-10-17 11:22 v0.0.46-alpine
5fdf67a 0.203 2702 0.137 0.132 0.045 0.053 0.100 2019-10-17 10:14 2019-10-17 10:45 latest-alpine
394a007 0.203 2675 0.135 0.132 0.045 0.047 0.100 2019-10-17 03:53 2019-10-17 04:25 latest-alpine
c35b27e 0.204 2656 0.136 0.132 0.045 0.049 0.100 2019-10-17 03:16 2019-10-17 03:48 latest-alpine
ca9ad83 0.208 2614 0.137 0.133 0.045 0.048 0.103 2019-10-16 05:52 2019-10-16 06:23 latest-alpine
a419c34 0.199 2727 0.135 0.131 0.045 0.051 0.098 2019-10-16 03:08 2019-10-16 03:36 latest-alpine
5676ab8 0.205 2686 0.138 0.133 0.046 0.051 0.101 2019-10-15 08:48 2019-10-15 09:20 latest-alpine
cfee124 0.203 2680 0.135 0.131 0.045 0.053 0.100 2019-10-15 08:11 2019-10-15 08:43 latest-alpine
b6837b1 0.266 1962 0.137 0.133 0.042 0.047 0.167 2019-10-15 06:04 2019-10-15 06:37 v0.0.45-alpine
2d398c1 0.266 1956 0.137 0.133 0.042 0.047 0.167 2019-10-15 04:53 2019-10-15 05:25 latest-alpine
0ac92e4 0.262 1986 0.135 0.131 0.041 0.052 0.163 2019-10-14 11:50 2019-10-14 12:21 latest-alpine
5583462 0.264 1974 0.136 0.131 0.042 0.048 0.164 2019-10-14 09:07 2019-10-14 09:39 latest-alpine
e3ab1aa 0.263 1983 0.135 0.131 0.041 0.049 0.164 2019-10-12 05:41 2019-10-12 06:12 latest-alpine
e64bc7a 0.264 1977 0.136 0.132 0.042 0.053 0.164 2019-10-11 13:11 2019-10-11 13:42 latest-alpine
72c6d8f 0.266 1958 0.137 0.133 0.041 0.053 0.166 2019-10-11 08:08 2019-10-11 08:40 latest-alpine
a5b40c1 0.263 1974 0.135 0.131 0.042 0.052 0.164 2019-10-11 07:31 2019-10-11 08:02 v0.0.44-alpine
8ca5ef0 0.265 1962 0.136 0.132 0.042 0.054 0.165 2019-10-11 05:48 2019-10-11 06:19 latest-alpine
f7e7791 3.383 220 0.126 0.010 0.058 0.052 3.268 2019-10-11 04:20 2019-10-11 04:51 latest-alpine
9095bfa 3.430 219 0.128 0.010 0.058 0.054 3.313 2019-10-10 11:45 2019-10-10 12:16 latest-alpine
1878564 3.411 222 0.127 0.010 0.059 0.054 3.293 2019-10-10 11:00 2019-10-10 11:39 latest-alpine
49150fb 3.398 221 0.127 0.010 0.058 0.047 3.281 2019-10-10 04:51 2019-10-10 05:22 latest-alpine
17f9287 0.157 3232 0.126 0.124 0.031 0.047 0.063 2019-10-10 00:33 2019-10-10 01:05 latest-alpine
3aab341 0.158 3213 0.127 0.125 0.031 0.052 0.063 2019-10-09 10:15 2019-10-09 10:44 latest-alpine
fc546f0 0.159 3195 0.127 0.123 0.031 0.052 0.064 2019-09-30 09:41 2019-09-30 10:12 v0.0.43-alpine
83f96d9 0.160 3172 0.128 0.127 0.032 0.053 0.063 2019-09-29 12:34 2019-09-29 13:06 latest-alpine
4dcf6d0 0.156 3245 0.126 0.124 0.031 0.053 0.062 2019-09-29 11:57 2019-09-29 12:29 latest-alpine
0bb0082 0.155 3261 0.125 0.124 0.030 0.050 0.064 2019-09-29 11:23 2019-09-29 11:51 latest-alpine
cb4e46a 0.156 3255 0.125 0.124 0.031 0.052 0.063 2019-09-29 04:07 2019-09-29 04:38 latest-alpine
a087626 1.623 601 0.688 0.703 0.351 0.300 0.953 2019-09-27 11:05 2019-09-27 11:43 latest-alpine
51837cf 0.159 3181 0.128 0.126 0.032 0.055 0.063 2019-09-27 06:36 2019-09-27 10:48 latest-alpine
51837cf 0.157 3221 0.126 0.125 0.032 0.053 0.062 2019-09-27 06:36 2019-09-27 10:34 latest-alpine

Case 4: Parallel Blocking Flow

The workflow is as follows:

workflow 4 in test

It simulates a parallel pipeline with heavy workload. Both Router1 and Router2 will block the pipeline for 1s.

As Router1 and Router2 are parallel, a naive synchronized implementation will take 25s to finish 50 requests.

Result

workflow 1 in test

version_vcs roundtrip MB/s f:send f:recv f->r1:send r1->r2:send r2->f:send timestamp_build timestamp_eval version_tag
f40d46a 11.707 75 0.079 0.508 10.630 0.030 0.033 2019-11-06 11:52 2019-11-06 12:36 latest-alpine
14cffe3 11.719 76 0.077 0.508 10.642 0.031 0.035 2019-11-06 11:13 2019-11-06 11:47 latest-alpine
ca20463 11.722 75 0.078 0.508 10.646 0.030 0.036 2019-11-06 10:35 2019-11-06 11:09 v0.0.47-alpine
5484af3 11.737 75 0.078 0.508 10.662 0.030 0.034 2019-11-06 09:52 2019-11-06 10:31 latest-alpine
6687b68 11.715 75 0.079 0.508 10.638 0.031 0.033 2019-11-06 08:48 2019-11-06 09:42 latest-alpine
b4d2c8c 11.691 76 0.078 0.508 10.613 0.032 0.037 2019-10-24 05:32 2019-10-24 06:05 latest-alpine
5de329d 11.708 75 0.078 0.507 10.633 0.030 0.036 2019-10-23 04:33 2019-10-23 05:08 latest-alpine
44a54be 11.722 75 0.077 0.507 10.646 0.030 0.036 2019-10-23 03:55 2019-10-23 04:30 latest-alpine
01fe27b 11.716 75 0.079 0.508 10.639 0.030 0.033 2019-10-23 03:18 2019-10-23 03:52 latest-alpine
388d1ba 11.692 76 0.079 0.508 10.617 0.030 0.036 2019-10-23 02:41 2019-10-23 03:15 latest-alpine
69ea3fd 11.744 75 0.079 0.509 10.668 0.031 0.036 2019-10-21 14:16 2019-10-21 14:49 latest-alpine
97efb59 11.706 75 0.078 0.507 10.632 0.030 0.036 2019-10-21 10:46 2019-10-21 11:20 latest-alpine
da50be0 11.718 75 0.078 0.507 10.643 0.030 0.034 2019-10-21 04:07 2019-10-21 04:40 latest-alpine
7865b45 11.726 76 0.077 0.508 10.653 0.030 0.034 2019-10-18 08:04 2019-10-18 08:37 latest-alpine
8b43398 11.715 75 0.078 0.508 10.640 0.029 0.035 2019-10-17 11:28 2019-10-17 12:01 latest-alpine
15b940d 11.746 75 0.077 0.507 10.669 0.031 0.036 2019-10-17 10:51 2019-10-17 11:24 v0.0.46-alpine
5fdf67a 11.710 75 0.078 0.507 10.634 0.030 0.035 2019-10-17 10:14 2019-10-17 10:47 latest-alpine
394a007 11.713 76 0.078 0.507 10.638 0.030 0.032 2019-10-17 03:53 2019-10-17 04:27 latest-alpine
c35b27e 11.710 75 0.077 0.507 10.635 0.030 0.036 2019-10-17 03:16 2019-10-17 03:50 latest-alpine
ca9ad83 11.721 75 0.079 0.508 10.643 0.031 0.034 2019-10-16 05:52 2019-10-16 06:25 latest-alpine
a419c34 11.727 75 0.077 0.508 10.652 0.031 0.036 2019-10-16 03:08 2019-10-16 03:38 latest-alpine
5676ab8 11.722 76 0.078 0.508 10.647 0.030 0.033 2019-10-15 08:48 2019-10-15 09:22 latest-alpine
cfee124 11.727 75 0.078 0.508 10.650 0.031 0.035 2019-10-15 08:11 2019-10-15 08:45 latest-alpine
b6837b1 11.705 75 0.078 0.507 10.626 0.030 0.037 2019-10-15 06:04 2019-10-15 06:40 v0.0.45-alpine
2d398c1 11.731 75 0.077 0.507 10.650 0.030 0.039 2019-10-15 04:53 2019-10-15 05:27 latest-alpine
0ac92e4 11.721 75 0.077 0.508 10.641 0.029 0.034 2019-10-14 11:50 2019-10-14 12:24 latest-alpine
5583462 11.741 75 0.076 0.508 10.666 0.031 0.036 2019-10-14 09:07 2019-10-14 09:41 latest-alpine
e3ab1aa 11.720 75 0.076 0.508 10.640 0.030 0.039 2019-10-12 05:41 2019-10-12 06:14 latest-alpine
e64bc7a 11.745 75 0.078 0.508 10.665 0.030 0.032 2019-10-11 13:11 2019-10-11 13:44 latest-alpine
72c6d8f 11.723 75 0.078 0.508 10.641 0.030 0.032 2019-10-11 08:08 2019-10-11 08:42 latest-alpine
a5b40c1 11.721 75 0.076 0.508 10.644 0.030 0.037 2019-10-11 07:31 2019-10-11 08:04 v0.0.44-alpine
8ca5ef0 11.759 75 0.077 0.508 10.681 0.030 0.032 2019-10-11 05:48 2019-10-11 06:21 latest-alpine
f7e7791 11.948 59 0.076 0.456 10.693 0.031 0.210 2019-10-11 04:20 2019-10-11 04:53 latest-alpine
9095bfa 11.954 60 0.077 0.457 10.701 0.032 0.208 2019-10-10 11:45 2019-10-10 12:18 latest-alpine
1878564 11.964 60 0.076 0.457 10.718 0.031 0.206 2019-10-10 11:00 2019-10-10 11:41 latest-alpine
49150fb 11.946 60 0.075 0.457 10.694 0.030 0.206 2019-10-10 04:51 2019-10-10 05:24 latest-alpine
17f9287 11.845 75 0.075 0.509 10.767 0.030 0.032 2019-10-10 00:33 2019-10-10 01:07 latest-alpine
3aab341 11.841 75 0.075 0.507 10.755 0.031 0.030 2019-10-09 10:15 2019-10-09 10:46 latest-alpine
fc546f0 11.820 75 0.074 0.508 10.741 0.032 0.036 2019-09-30 09:41 2019-09-30 10:14 v0.0.43-alpine
83f96d9 11.824 75 0.075 0.508 10.750 0.030 0.032 2019-09-29 12:34 2019-09-29 13:08 latest-alpine
4dcf6d0 11.837 75 0.075 0.508 10.761 0.032 0.034 2019-09-29 11:57 2019-09-29 12:31 latest-alpine
0bb0082 11.834 75 0.074 0.508 10.757 0.030 0.035 2019-09-29 11:23 2019-09-29 11:54 latest-alpine
cb4e46a 11.820 75 0.073 0.507 10.742 0.031 0.038 2019-09-29 04:07 2019-09-29 04:41 latest-alpine
a087626 5.022 103 0.081 0.633 0.837 0.344 0.289 2019-09-27 11:05 2019-09-27 11:48 latest-alpine
51837cf 11.856 75 0.075 0.509 10.783 0.031 0.033 2019-09-27 06:36 2019-09-27 10:51 latest-alpine
51837cf 11.834 76 0.074 0.508 10.759 0.030 0.033 2019-09-27 06:36 2019-09-27 10:36 latest-alpine