Awesome
Benchmarking GNES on Network Latency
<a href="https://drone.gnes.ai/gnes-ai/gnes"><img src="https://drone.gnes.ai/api/badges/gnes-ai/gnes/status.svg" /></a>
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 fromFrontendand through the whole workflow and finally back toFrontend.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 theFrontend.f:recv: the average latency in seconds between receiving every two requests at theFrontend.f->r1:send: the average latency in seconds forRouter1receiving a request sent fromFrontend.r1->r2:send: the average latency in seconds forRouter2receiving a request sent fromRouter1(or allRouter1from the last layer).r2->f:send: the average latency in seconds forFrontendreceiving a request sent fromRouter2(or allRouter2from the last layer).
Meta information
version_vcs: corresponds to thegnes-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:
<p align="center"> <a href="https://gnes.ai"> <img src=".github/mermaid-diagram-20190926170713.svg" alt="workflow 1 in test" width=50%> </a> </p>The ideal roundtrip latency is 0. The smaller the better.
Result
<p align="center"> <a href="https://gnes.ai"> <img src=".github/data-rate-1.svg" alt="workflow 1 in test" width=90%> </a> </p> <table border="0" class="dataframe"> <thead> <tr style="text-align: right;"> <th>version_vcs</th> <th>roundtrip</th> <th>MB/s</th> <th>f:send</th> <th>f:recv</th> <th>f->r1:send</th> <th>r1->r2:send</th> <th>r2->f:send</th> <th>timestamp_build</th> <th>timestamp_eval</th> <th>version_tag</th> </tr> </thead> <tbody> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/f40d46a"><code>f40d46a</code></a></td> <td>0.197</td> <td>2760</td> <td>0.134</td> <td>0.130</td> <td>0.043</td> <td>0.052</td> <td>0.099</td> <td>2019-11-06 11:52</td> <td>2019-11-06 12:29</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/14cffe3"><code>14cffe3</code></a></td> <td>0.199</td> <td>2733</td> <td>0.135</td> <td>0.131</td> <td>0.043</td> <td>0.052</td> <td>0.099</td> <td>2019-11-06 11:13</td> <td>2019-11-06 11:40</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/ca20463"><code>ca20463</code></a></td> <td>0.197</td> <td>2760</td> <td>0.134</td> <td>0.131</td> <td>0.043</td> <td>0.052</td> <td>0.099</td> <td>2019-11-06 10:35</td> <td>2019-11-06 11:02</td> <td><code>v0.0.47-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5484af3"><code>5484af3</code></a></td> <td>0.200</td> <td>2747</td> <td>0.135</td> <td>0.131</td> <td>0.043</td> <td>0.047</td> <td>0.101</td> <td>2019-11-06 09:52</td> <td>2019-11-06 10:24</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/6687b68"><code>6687b68</code></a></td> <td>0.199</td> <td>2754</td> <td>0.135</td> <td>0.131</td> <td>0.043</td> <td>0.052</td> <td>0.099</td> <td>2019-11-06 08:48</td> <td>2019-11-06 09:35</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/b4d2c8c"><code>b4d2c8c</code></a></td> <td>0.198</td> <td>2760</td> <td>0.134</td> <td>0.131</td> <td>0.043</td> <td>0.046</td> <td>0.098</td> <td>2019-10-24 05:32</td> <td>2019-10-24 05:58</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5de329d"><code>5de329d</code></a></td> <td>0.202</td> <td>2723</td> <td>0.134</td> <td>0.130</td> <td>0.042</td> <td>0.048</td> <td>0.102</td> <td>2019-10-23 04:33</td> <td>2019-10-23 05:01</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/44a54be"><code>44a54be</code></a></td> <td>0.200</td> <td>2730</td> <td>0.135</td> <td>0.131</td> <td>0.042</td> <td>0.048</td> <td>0.101</td> <td>2019-10-23 03:55</td> <td>2019-10-23 04:23</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/01fe27b"><code>01fe27b</code></a></td> <td>0.200</td> <td>2736</td> <td>0.135</td> <td>0.131</td> <td>0.043</td> <td>0.052</td> <td>0.100</td> <td>2019-10-23 03:18</td> <td>2019-10-23 03:45</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/388d1ba"><code>388d1ba</code></a></td> <td>0.200</td> <td>2738</td> <td>0.134</td> <td>0.130</td> <td>0.043</td> <td>0.046</td> <td>0.101</td> <td>2019-10-23 02:41</td> <td>2019-10-23 03:08</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/69ea3fd"><code>69ea3fd</code></a></td> <td>0.199</td> <td>2753</td> <td>0.134</td> <td>0.130</td> <td>0.042</td> <td>0.046</td> <td>0.100</td> <td>2019-10-21 14:16</td> <td>2019-10-21 14:42</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/97efb59"><code>97efb59</code></a></td> <td>0.199</td> <td>2732</td> <td>0.134</td> <td>0.130</td> <td>0.043</td> <td>0.053</td> <td>0.100</td> <td>2019-10-21 10:46</td> <td>2019-10-21 11:13</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/da50be0"><code>da50be0</code></a></td> <td>0.195</td> <td>2830</td> <td>0.132</td> <td>0.128</td> <td>0.042</td> <td>0.051</td> <td>0.098</td> <td>2019-10-21 04:07</td> <td>2019-10-21 04:33</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/7865b45"><code>7865b45</code></a></td> <td>0.196</td> <td>2786</td> <td>0.132</td> <td>0.128</td> <td>0.042</td> <td>0.051</td> <td>0.098</td> <td>2019-10-18 08:04</td> <td>2019-10-18 08:30</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/8b43398"><code>8b43398</code></a></td> <td>0.198</td> <td>2774</td> <td>0.133</td> <td>0.130</td> <td>0.043</td> <td>0.047</td> <td>0.100</td> <td>2019-10-17 11:28</td> <td>2019-10-17 11:54</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/15b940d"><code>15b940d</code></a></td> <td>0.201</td> <td>2730</td> <td>0.135</td> <td>0.130</td> <td>0.044</td> <td>0.046</td> <td>0.101</td> <td>2019-10-17 10:51</td> <td>2019-10-17 11:17</td> <td><code>v0.0.46-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5fdf67a"><code>5fdf67a</code></a></td> <td>0.198</td> <td>2766</td> <td>0.133</td> <td>0.129</td> <td>0.043</td> <td>0.052</td> <td>0.100</td> <td>2019-10-17 10:14</td> <td>2019-10-17 10:41</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/394a007"><code>394a007</code></a></td> <td>0.199</td> <td>2771</td> <td>0.133</td> <td>0.130</td> <td>0.042</td> <td>0.048</td> <td>0.099</td> <td>2019-10-17 03:53</td> <td>2019-10-17 04:20</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/c35b27e"><code>c35b27e</code></a></td> <td>0.195</td> <td>2828</td> <td>0.132</td> <td>0.128</td> <td>0.042</td> <td>0.046</td> <td>0.098</td> <td>2019-10-17 03:16</td> <td>2019-10-17 03:43</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/ca9ad83"><code>ca9ad83</code></a></td> <td>0.199</td> <td>2741</td> <td>0.133</td> <td>0.129</td> <td>0.043</td> <td>0.045</td> <td>0.100</td> <td>2019-10-16 05:52</td> <td>2019-10-16 06:18</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a419c34"><code>a419c34</code></a></td> <td>0.200</td> <td>2771</td> <td>0.133</td> <td>0.130</td> <td>0.041</td> <td>0.046</td> <td>0.100</td> <td>2019-10-16 03:08</td> <td>2019-10-16 03:31</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5676ab8"><code>5676ab8</code></a></td> <td>0.199</td> <td>2771</td> <td>0.135</td> <td>0.131</td> <td>0.043</td> <td>0.047</td> <td>0.100</td> <td>2019-10-15 08:48</td> <td>2019-10-15 09:15</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/cfee124"><code>cfee124</code></a></td> <td>0.197</td> <td>2789</td> <td>0.133</td> <td>0.130</td> <td>0.042</td> <td>0.048</td> <td>0.099</td> <td>2019-10-15 08:11</td> <td>2019-10-15 08:38</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/b6837b1"><code>b6837b1</code></a></td> <td>0.261</td> <td>2002</td> <td>0.134</td> <td>0.130</td> <td>0.040</td> <td>0.052</td> <td>0.164</td> <td>2019-10-15 06:04</td> <td>2019-10-15 06:33</td> <td><code>v0.0.45-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/2d398c1"><code>2d398c1</code></a></td> <td>0.260</td> <td>2005</td> <td>0.134</td> <td>0.130</td> <td>0.040</td> <td>0.052</td> <td>0.164</td> <td>2019-10-15 04:53</td> <td>2019-10-15 05:20</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/0ac92e4"><code>0ac92e4</code></a></td> <td>0.257</td> <td>2027</td> <td>0.133</td> <td>0.128</td> <td>0.039</td> <td>0.051</td> <td>0.162</td> <td>2019-10-14 11:50</td> <td>2019-10-14 12:17</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5583462"><code>5583462</code></a></td> <td>0.259</td> <td>2011</td> <td>0.133</td> <td>0.129</td> <td>0.039</td> <td>0.045</td> <td>0.164</td> <td>2019-10-14 09:07</td> <td>2019-10-14 09:34</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/e3ab1aa"><code>e3ab1aa</code></a></td> <td>0.260</td> <td>2017</td> <td>0.134</td> <td>0.130</td> <td>0.040</td> <td>0.045</td> <td>0.165</td> <td>2019-10-12 05:41</td> <td>2019-10-12 06:07</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/e64bc7a"><code>e64bc7a</code></a></td> <td>0.254</td> <td>2049</td> <td>0.131</td> <td>0.127</td> <td>0.039</td> <td>0.051</td> <td>0.161</td> <td>2019-10-11 13:11</td> <td>2019-10-11 13:38</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/72c6d8f"><code>72c6d8f</code></a></td> <td>0.258</td> <td>2023</td> <td>0.133</td> <td>0.129</td> <td>0.039</td> <td>0.051</td> <td>0.163</td> <td>2019-10-11 08:08</td> <td>2019-10-11 08:35</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a5b40c1"><code>a5b40c1</code></a></td> <td>0.259</td> <td>2012</td> <td>0.133</td> <td>0.129</td> <td>0.040</td> <td>0.052</td> <td>0.164</td> <td>2019-10-11 07:31</td> <td>2019-10-11 07:58</td> <td><code>v0.0.44-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/8ca5ef0"><code>8ca5ef0</code></a></td> <td>0.256</td> <td>2035</td> <td>0.132</td> <td>0.127</td> <td>0.040</td> <td>0.051</td> <td>0.161</td> <td>2019-10-11 05:48</td> <td>2019-10-11 06:15</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/f7e7791"><code>f7e7791</code></a></td> <td>3.300</td> <td>228</td> <td>0.124</td> <td>0.010</td> <td>0.054</td> <td>0.053</td> <td>3.189</td> <td>2019-10-11 04:20</td> <td>2019-10-11 04:47</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/9095bfa"><code>9095bfa</code></a></td> <td>3.295</td> <td>229</td> <td>0.124</td> <td>0.010</td> <td>0.054</td> <td>0.052</td> <td>3.184</td> <td>2019-10-10 11:45</td> <td>2019-10-10 12:12</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/1878564"><code>1878564</code></a></td> <td>3.317</td> <td>226</td> <td>0.124</td> <td>0.010</td> <td>0.054</td> <td>0.046</td> <td>3.206</td> <td>2019-10-10 11:00</td> <td>2019-10-10 11:34</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/49150fb"><code>49150fb</code></a></td> <td>3.314</td> <td>227</td> <td>0.123</td> <td>0.010</td> <td>0.053</td> <td>0.046</td> <td>3.204</td> <td>2019-10-10 04:51</td> <td>2019-10-10 05:18</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/17f9287"><code>17f9287</code></a></td> <td>0.161</td> <td>3148</td> <td>0.127</td> <td>0.125</td> <td>0.032</td> <td>0.051</td> <td>0.069</td> <td>2019-10-10 00:33</td> <td>2019-10-10 01:00</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/3aab341"><code>3aab341</code></a></td> <td>0.161</td> <td>3150</td> <td>0.129</td> <td>0.127</td> <td>0.032</td> <td>0.052</td> <td>0.068</td> <td>2019-10-09 10:15</td> <td>2019-10-09 10:39</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/fc546f0"><code>fc546f0</code></a></td> <td>0.160</td> <td>3166</td> <td>0.128</td> <td>0.126</td> <td>0.032</td> <td>0.047</td> <td>0.068</td> <td>2019-09-30 09:41</td> <td>2019-09-30 10:08</td> <td><code>v0.0.43-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/83f96d9"><code>83f96d9</code></a></td> <td>0.160</td> <td>3171</td> <td>0.127</td> <td>0.126</td> <td>0.032</td> <td>0.048</td> <td>0.068</td> <td>2019-09-29 12:34</td> <td>2019-09-29 13:01</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/4dcf6d0"><code>4dcf6d0</code></a></td> <td>0.159</td> <td>3185</td> <td>0.127</td> <td>0.125</td> <td>0.031</td> <td>0.050</td> <td>0.068</td> <td>2019-09-29 11:57</td> <td>2019-09-29 12:24</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/0bb0082"><code>0bb0082</code></a></td> <td>0.160</td> <td>3172</td> <td>0.128</td> <td>0.126</td> <td>0.031</td> <td>0.048</td> <td>0.068</td> <td>2019-09-29 11:23</td> <td>2019-09-29 11:47</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/cb4e46a"><code>cb4e46a</code></a></td> <td>0.159</td> <td>3182</td> <td>0.127</td> <td>0.126</td> <td>0.031</td> <td>0.047</td> <td>0.068</td> <td>2019-09-29 04:07</td> <td>2019-09-29 04:34</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a087626"><code>a087626</code></a></td> <td>2.534</td> <td>727</td> <td>1.114</td> <td>1.052</td> <td>0.537</td> <td>0.478</td> <td>1.491</td> <td>2019-09-27 11:05</td> <td>2019-09-27 11:35</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/51837cf"><code>51837cf</code></a></td> <td>0.160</td> <td>3166</td> <td>0.128</td> <td>0.126</td> <td>0.031</td> <td>0.050</td> <td>0.067</td> <td>2019-09-27 06:36</td> <td>2019-09-27 10:44</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/51837cf"><code>51837cf</code></a></td> <td>0.155</td> <td>3258</td> <td>0.124</td> <td>0.123</td> <td>0.032</td> <td>0.047</td> <td>0.064</td> <td>2019-09-27 06:36</td> <td>2019-09-27 10:29</td> <td><code>latest-alpine</code></td> </tr> </tbody> </table>Case 2: Blocking Flow
The workflow is as follows:
<p align="center"> <a href="https://gnes.ai"> <img src=".github/mermaid-diagram-20190926175311.svg" alt="workflow 2 in test" width=50%> </a> </p>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
<p align="center"> <a href="https://gnes.ai"> <img src=".github/data-rate-2.svg" alt="workflow 1 in test" width=90%> </a> </p> <table border="0" class="dataframe"> <thead> <tr style="text-align: right;"> <th>version_vcs</th> <th>roundtrip</th> <th>MB/s</th> <th>f:send</th> <th>f:recv</th> <th>f->r1:send</th> <th>r1->r2:send</th> <th>r2->f:send</th> <th>timestamp_build</th> <th>timestamp_eval</th> <th>version_tag</th> </tr> </thead> <tbody> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/f40d46a"><code>f40d46a</code></a></td> <td>24.207</td> <td>43</td> <td>0.096</td> <td>1.036</td> <td>0.039</td> <td>23.119</td> <td>0.037</td> <td>2019-11-06 11:52</td> <td>2019-11-06 12:32</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/14cffe3"><code>14cffe3</code></a></td> <td>24.220</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.038</td> <td>23.133</td> <td>0.037</td> <td>2019-11-06 11:13</td> <td>2019-11-06 11:44</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/ca20463"><code>ca20463</code></a></td> <td>24.176</td> <td>43</td> <td>0.095</td> <td>1.036</td> <td>0.039</td> <td>23.092</td> <td>0.036</td> <td>2019-11-06 10:35</td> <td>2019-11-06 11:06</td> <td><code>v0.0.47-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5484af3"><code>5484af3</code></a></td> <td>24.161</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.038</td> <td>23.077</td> <td>0.037</td> <td>2019-11-06 09:52</td> <td>2019-11-06 10:28</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/6687b68"><code>6687b68</code></a></td> <td>24.168</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.040</td> <td>23.082</td> <td>0.038</td> <td>2019-11-06 08:48</td> <td>2019-11-06 09:39</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/b4d2c8c"><code>b4d2c8c</code></a></td> <td>24.216</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.040</td> <td>23.129</td> <td>0.038</td> <td>2019-10-24 05:32</td> <td>2019-10-24 06:02</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5de329d"><code>5de329d</code></a></td> <td>24.226</td> <td>43</td> <td>0.096</td> <td>1.036</td> <td>0.039</td> <td>23.139</td> <td>0.037</td> <td>2019-10-23 04:33</td> <td>2019-10-23 05:04</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/44a54be"><code>44a54be</code></a></td> <td>24.177</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.041</td> <td>23.088</td> <td>0.036</td> <td>2019-10-23 03:55</td> <td>2019-10-23 04:27</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/01fe27b"><code>01fe27b</code></a></td> <td>24.160</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.040</td> <td>23.075</td> <td>0.036</td> <td>2019-10-23 03:18</td> <td>2019-10-23 03:48</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/388d1ba"><code>388d1ba</code></a></td> <td>24.213</td> <td>43</td> <td>0.097</td> <td>1.035</td> <td>0.038</td> <td>23.121</td> <td>0.038</td> <td>2019-10-23 02:41</td> <td>2019-10-23 03:11</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/69ea3fd"><code>69ea3fd</code></a></td> <td>24.165</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.037</td> <td>23.081</td> <td>0.035</td> <td>2019-10-21 14:16</td> <td>2019-10-21 14:46</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/97efb59"><code>97efb59</code></a></td> <td>24.134</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.040</td> <td>23.047</td> <td>0.036</td> <td>2019-10-21 10:46</td> <td>2019-10-21 11:16</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/da50be0"><code>da50be0</code></a></td> <td>24.209</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.039</td> <td>23.116</td> <td>0.037</td> <td>2019-10-21 04:07</td> <td>2019-10-21 04:37</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/7865b45"><code>7865b45</code></a></td> <td>24.180</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.040</td> <td>23.094</td> <td>0.035</td> <td>2019-10-18 08:04</td> <td>2019-10-18 08:33</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/8b43398"><code>8b43398</code></a></td> <td>24.212</td> <td>43</td> <td>0.095</td> <td>1.035</td> <td>0.039</td> <td>23.117</td> <td>0.038</td> <td>2019-10-17 11:28</td> <td>2019-10-17 11:58</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/15b940d"><code>15b940d</code></a></td> <td>24.164</td> <td>43</td> <td>0.095</td> <td>1.035</td> <td>0.038</td> <td>23.080</td> <td>0.037</td> <td>2019-10-17 10:51</td> <td>2019-10-17 11:21</td> <td><code>v0.0.46-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5fdf67a"><code>5fdf67a</code></a></td> <td>24.161</td> <td>43</td> <td>0.095</td> <td>1.035</td> <td>0.039</td> <td>23.076</td> <td>0.036</td> <td>2019-10-17 10:14</td> <td>2019-10-17 10:44</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/394a007"><code>394a007</code></a></td> <td>24.218</td> <td>43</td> <td>0.095</td> <td>1.035</td> <td>0.038</td> <td>23.134</td> <td>0.036</td> <td>2019-10-17 03:53</td> <td>2019-10-17 04:23</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/c35b27e"><code>c35b27e</code></a></td> <td>24.208</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.039</td> <td>23.121</td> <td>0.035</td> <td>2019-10-17 03:16</td> <td>2019-10-17 03:46</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/ca9ad83"><code>ca9ad83</code></a></td> <td>24.230</td> <td>43</td> <td>0.095</td> <td>1.035</td> <td>0.038</td> <td>23.150</td> <td>0.034</td> <td>2019-10-16 05:52</td> <td>2019-10-16 06:22</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a419c34"><code>a419c34</code></a></td> <td>24.173</td> <td>43</td> <td>0.096</td> <td>1.035</td> <td>0.040</td> <td>23.087</td> <td>0.037</td> <td>2019-10-16 03:08</td> <td>2019-10-16 03:34</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5676ab8"><code>5676ab8</code></a></td> <td>24.209</td> <td>43</td> <td>0.097</td> <td>1.035</td> <td>0.040</td> <td>23.117</td> <td>0.036</td> <td>2019-10-15 08:48</td> <td>2019-10-15 09:18</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/cfee124"><code>cfee124</code></a></td> <td>24.164</td> <td>43</td> <td>0.095</td> <td>1.035</td> <td>0.039</td> <td>23.079</td> <td>0.035</td> <td>2019-10-15 08:11</td> <td>2019-10-15 08:41</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/b6837b1"><code>b6837b1</code></a></td> <td>24.171</td> <td>43</td> <td>0.095</td> <td>1.036</td> <td>0.041</td> <td>23.084</td> <td>0.037</td> <td>2019-10-15 06:04</td> <td>2019-10-15 06:36</td> <td><code>v0.0.45-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/2d398c1"><code>2d398c1</code></a></td> <td>24.246</td> <td>43</td> <td>0.095</td> <td>1.036</td> <td>0.039</td> <td>23.161</td> <td>0.036</td> <td>2019-10-15 04:53</td> <td>2019-10-15 05:24</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/0ac92e4"><code>0ac92e4</code></a></td> <td>24.160</td> <td>43</td> <td>0.094</td> <td>1.035</td> <td>0.040</td> <td>23.074</td> <td>0.036</td> <td>2019-10-14 11:50</td> <td>2019-10-14 12:20</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5583462"><code>5583462</code></a></td> <td>24.193</td> <td>43</td> <td>0.094</td> <td>1.036</td> <td>0.039</td> <td>23.106</td> <td>0.037</td> <td>2019-10-14 09:07</td> <td>2019-10-14 09:37</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/e3ab1aa"><code>e3ab1aa</code></a></td> <td>24.251</td> <td>43</td> <td>0.094</td> <td>1.035</td> <td>0.041</td> <td>23.165</td> <td>0.037</td> <td>2019-10-12 05:41</td> <td>2019-10-12 06:11</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/e64bc7a"><code>e64bc7a</code></a></td> <td>24.223</td> <td>43</td> <td>0.093</td> <td>1.035</td> <td>0.038</td> <td>23.140</td> <td>0.035</td> <td>2019-10-11 13:11</td> <td>2019-10-11 13:41</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/72c6d8f"><code>72c6d8f</code></a></td> <td>24.242</td> <td>43</td> <td>0.094</td> <td>1.036</td> <td>0.040</td> <td>23.151</td> <td>0.036</td> <td>2019-10-11 08:08</td> <td>2019-10-11 08:39</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a5b40c1"><code>a5b40c1</code></a></td> <td>24.221</td> <td>43</td> <td>0.096</td> <td>1.036</td> <td>0.040</td> <td>23.131</td> <td>0.036</td> <td>2019-10-11 07:31</td> <td>2019-10-11 08:01</td> <td><code>v0.0.44-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/8ca5ef0"><code>8ca5ef0</code></a></td> <td>24.227</td> <td>43</td> <td>0.096</td> <td>1.036</td> <td>0.040</td> <td>23.135</td> <td>0.036</td> <td>2019-10-11 05:48</td> <td>2019-10-11 06:18</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/f7e7791"><code>f7e7791</code></a></td> <td>24.435</td> <td>34</td> <td>0.093</td> <td>0.967</td> <td>0.041</td> <td>23.201</td> <td>0.183</td> <td>2019-10-11 04:20</td> <td>2019-10-11 04:50</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/9095bfa"><code>9095bfa</code></a></td> <td>24.432</td> <td>34</td> <td>0.093</td> <td>0.965</td> <td>0.042</td> <td>23.196</td> <td>0.180</td> <td>2019-10-10 11:45</td> <td>2019-10-10 12:15</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/1878564"><code>1878564</code></a></td> <td>24.456</td> <td>34</td> <td>0.093</td> <td>0.967</td> <td>0.041</td> <td>23.222</td> <td>0.182</td> <td>2019-10-10 11:00</td> <td>2019-10-10 11:38</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/49150fb"><code>49150fb</code></a></td> <td>24.423</td> <td>34</td> <td>0.094</td> <td>0.966</td> <td>0.043</td> <td>23.185</td> <td>0.183</td> <td>2019-10-10 04:51</td> <td>2019-10-10 05:21</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/17f9287"><code>17f9287</code></a></td> <td>24.236</td> <td>43</td> <td>0.092</td> <td>1.034</td> <td>0.037</td> <td>23.152</td> <td>0.035</td> <td>2019-10-10 00:33</td> <td>2019-10-10 01:03</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/3aab341"><code>3aab341</code></a></td> <td>24.280</td> <td>43</td> <td>0.092</td> <td>1.035</td> <td>0.038</td> <td>23.198</td> <td>0.036</td> <td>2019-10-09 10:15</td> <td>2019-10-09 10:43</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/fc546f0"><code>fc546f0</code></a></td> <td>24.227</td> <td>43</td> <td>0.092</td> <td>1.035</td> <td>0.038</td> <td>23.132</td> <td>0.036</td> <td>2019-09-30 09:41</td> <td>2019-09-30 10:11</td> <td><code>v0.0.43-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/83f96d9"><code>83f96d9</code></a></td> <td>24.250</td> <td>43</td> <td>0.093</td> <td>1.034</td> <td>0.038</td> <td>23.166</td> <td>0.037</td> <td>2019-09-29 12:34</td> <td>2019-09-29 13:05</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/4dcf6d0"><code>4dcf6d0</code></a></td> <td>24.220</td> <td>43</td> <td>0.092</td> <td>1.035</td> <td>0.037</td> <td>23.138</td> <td>0.034</td> <td>2019-09-29 11:57</td> <td>2019-09-29 12:27</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/0bb0082"><code>0bb0082</code></a></td> <td>24.203</td> <td>43</td> <td>0.092</td> <td>1.033</td> <td>0.038</td> <td>23.111</td> <td>0.037</td> <td>2019-09-29 11:23</td> <td>2019-09-29 11:50</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/cb4e46a"><code>cb4e46a</code></a></td> <td>24.255</td> <td>43</td> <td>0.092</td> <td>1.034</td> <td>0.037</td> <td>23.170</td> <td>0.037</td> <td>2019-09-29 04:07</td> <td>2019-09-29 04:37</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a087626"><code>a087626</code></a></td> <td>5.928</td> <td>86</td> <td>0.184</td> <td>1.265</td> <td>0.099</td> <td>2.134</td> <td>0.341</td> <td>2019-09-27 11:05</td> <td>2019-09-27 11:39</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/51837cf"><code>51837cf</code></a></td> <td>24.246</td> <td>43</td> <td>0.092</td> <td>1.035</td> <td>0.037</td> <td>23.164</td> <td>0.035</td> <td>2019-09-27 06:36</td> <td>2019-09-27 10:47</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/51837cf"><code>51837cf</code></a></td> <td>24.304</td> <td>43</td> <td>0.091</td> <td>1.035</td> <td>0.037</td> <td>23.220</td> <td>0.036</td> <td>2019-09-27 06:36</td> <td>2019-09-27 10:32</td> <td><code>latest-alpine</code></td> </tr> </tbody> </table>Case 3: Parallel Non-blocking Flow
The workflow is as follows:
<p align="center"> <a href="https://gnes.ai"> <img src=".github/mermaid-diagram-20190926175843.svg" alt="workflow 3 in test" width=50%> </a> </p>The ideal roundtrip latency is 0. The smaller the better.
Result
<p align="center"> <a href="https://gnes.ai"> <img src=".github/data-rate-3.svg" alt="workflow 1 in test" width=90%> </a> </p> <table border="0" class="dataframe"> <thead> <tr style="text-align: right;"> <th>version_vcs</th> <th>roundtrip</th> <th>MB/s</th> <th>f:send</th> <th>f:recv</th> <th>f->r1:send</th> <th>r1->r2:send</th> <th>r2->f:send</th> <th>timestamp_build</th> <th>timestamp_eval</th> <th>version_tag</th> </tr> </thead> <tbody> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/f40d46a"><code>f40d46a</code></a></td> <td>0.202</td> <td>2706</td> <td>0.136</td> <td>0.132</td> <td>0.045</td> <td>0.053</td> <td>0.099</td> <td>2019-11-06 11:52</td> <td>2019-11-06 12:34</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/14cffe3"><code>14cffe3</code></a></td> <td>0.204</td> <td>2691</td> <td>0.137</td> <td>0.133</td> <td>0.046</td> <td>0.053</td> <td>0.100</td> <td>2019-11-06 11:13</td> <td>2019-11-06 11:45</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/ca20463"><code>ca20463</code></a></td> <td>0.203</td> <td>2673</td> <td>0.136</td> <td>0.132</td> <td>0.045</td> <td>0.048</td> <td>0.101</td> <td>2019-11-06 10:35</td> <td>2019-11-06 11:07</td> <td><code>v0.0.47-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5484af3"><code>5484af3</code></a></td> <td>0.206</td> <td>2646</td> <td>0.138</td> <td>0.134</td> <td>0.046</td> <td>0.053</td> <td>0.101</td> <td>2019-11-06 09:52</td> <td>2019-11-06 10:29</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/6687b68"><code>6687b68</code></a></td> <td>0.202</td> <td>2689</td> <td>0.137</td> <td>0.133</td> <td>0.046</td> <td>0.053</td> <td>0.099</td> <td>2019-11-06 08:48</td> <td>2019-11-06 09:40</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/b4d2c8c"><code>b4d2c8c</code></a></td> <td>0.205</td> <td>2633</td> <td>0.137</td> <td>0.133</td> <td>0.045</td> <td>0.048</td> <td>0.102</td> <td>2019-10-24 05:32</td> <td>2019-10-24 06:03</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5de329d"><code>5de329d</code></a></td> <td>0.205</td> <td>2668</td> <td>0.137</td> <td>0.133</td> <td>0.046</td> <td>0.049</td> <td>0.101</td> <td>2019-10-23 04:33</td> <td>2019-10-23 05:06</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/44a54be"><code>44a54be</code></a></td> <td>0.205</td> <td>2650</td> <td>0.137</td> <td>0.133</td> <td>0.046</td> <td>0.053</td> <td>0.101</td> <td>2019-10-23 03:55</td> <td>2019-10-23 04:28</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/01fe27b"><code>01fe27b</code></a></td> <td>0.205</td> <td>2662</td> <td>0.137</td> <td>0.132</td> <td>0.046</td> <td>0.048</td> <td>0.101</td> <td>2019-10-23 03:18</td> <td>2019-10-23 03:50</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/388d1ba"><code>388d1ba</code></a></td> <td>0.208</td> <td>2612</td> <td>0.138</td> <td>0.134</td> <td>0.045</td> <td>0.050</td> <td>0.102</td> <td>2019-10-23 02:41</td> <td>2019-10-23 03:12</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/69ea3fd"><code>69ea3fd</code></a></td> <td>0.206</td> <td>2635</td> <td>0.137</td> <td>0.134</td> <td>0.046</td> <td>0.054</td> <td>0.102</td> <td>2019-10-21 14:16</td> <td>2019-10-21 14:47</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/97efb59"><code>97efb59</code></a></td> <td>0.205</td> <td>2659</td> <td>0.137</td> <td>0.133</td> <td>0.046</td> <td>0.054</td> <td>0.100</td> <td>2019-10-21 10:46</td> <td>2019-10-21 11:18</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/da50be0"><code>da50be0</code></a></td> <td>0.201</td> <td>2730</td> <td>0.135</td> <td>0.131</td> <td>0.045</td> <td>0.053</td> <td>0.098</td> <td>2019-10-21 04:07</td> <td>2019-10-21 04:38</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/7865b45"><code>7865b45</code></a></td> <td>0.203</td> <td>2666</td> <td>0.136</td> <td>0.132</td> <td>0.045</td> <td>0.047</td> <td>0.101</td> <td>2019-10-18 08:04</td> <td>2019-10-18 08:35</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/8b43398"><code>8b43398</code></a></td> <td>0.206</td> <td>2634</td> <td>0.137</td> <td>0.133</td> <td>0.046</td> <td>0.048</td> <td>0.101</td> <td>2019-10-17 11:28</td> <td>2019-10-17 11:59</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/15b940d"><code>15b940d</code></a></td> <td>0.206</td> <td>2642</td> <td>0.137</td> <td>0.133</td> <td>0.045</td> <td>0.049</td> <td>0.101</td> <td>2019-10-17 10:51</td> <td>2019-10-17 11:22</td> <td><code>v0.0.46-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5fdf67a"><code>5fdf67a</code></a></td> <td>0.203</td> <td>2702</td> <td>0.137</td> <td>0.132</td> <td>0.045</td> <td>0.053</td> <td>0.100</td> <td>2019-10-17 10:14</td> <td>2019-10-17 10:45</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/394a007"><code>394a007</code></a></td> <td>0.203</td> <td>2675</td> <td>0.135</td> <td>0.132</td> <td>0.045</td> <td>0.047</td> <td>0.100</td> <td>2019-10-17 03:53</td> <td>2019-10-17 04:25</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/c35b27e"><code>c35b27e</code></a></td> <td>0.204</td> <td>2656</td> <td>0.136</td> <td>0.132</td> <td>0.045</td> <td>0.049</td> <td>0.100</td> <td>2019-10-17 03:16</td> <td>2019-10-17 03:48</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/ca9ad83"><code>ca9ad83</code></a></td> <td>0.208</td> <td>2614</td> <td>0.137</td> <td>0.133</td> <td>0.045</td> <td>0.048</td> <td>0.103</td> <td>2019-10-16 05:52</td> <td>2019-10-16 06:23</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a419c34"><code>a419c34</code></a></td> <td>0.199</td> <td>2727</td> <td>0.135</td> <td>0.131</td> <td>0.045</td> <td>0.051</td> <td>0.098</td> <td>2019-10-16 03:08</td> <td>2019-10-16 03:36</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5676ab8"><code>5676ab8</code></a></td> <td>0.205</td> <td>2686</td> <td>0.138</td> <td>0.133</td> <td>0.046</td> <td>0.051</td> <td>0.101</td> <td>2019-10-15 08:48</td> <td>2019-10-15 09:20</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/cfee124"><code>cfee124</code></a></td> <td>0.203</td> <td>2680</td> <td>0.135</td> <td>0.131</td> <td>0.045</td> <td>0.053</td> <td>0.100</td> <td>2019-10-15 08:11</td> <td>2019-10-15 08:43</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/b6837b1"><code>b6837b1</code></a></td> <td>0.266</td> <td>1962</td> <td>0.137</td> <td>0.133</td> <td>0.042</td> <td>0.047</td> <td>0.167</td> <td>2019-10-15 06:04</td> <td>2019-10-15 06:37</td> <td><code>v0.0.45-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/2d398c1"><code>2d398c1</code></a></td> <td>0.266</td> <td>1956</td> <td>0.137</td> <td>0.133</td> <td>0.042</td> <td>0.047</td> <td>0.167</td> <td>2019-10-15 04:53</td> <td>2019-10-15 05:25</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/0ac92e4"><code>0ac92e4</code></a></td> <td>0.262</td> <td>1986</td> <td>0.135</td> <td>0.131</td> <td>0.041</td> <td>0.052</td> <td>0.163</td> <td>2019-10-14 11:50</td> <td>2019-10-14 12:21</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/5583462"><code>5583462</code></a></td> <td>0.264</td> <td>1974</td> <td>0.136</td> <td>0.131</td> <td>0.042</td> <td>0.048</td> <td>0.164</td> <td>2019-10-14 09:07</td> <td>2019-10-14 09:39</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/e3ab1aa"><code>e3ab1aa</code></a></td> <td>0.263</td> <td>1983</td> <td>0.135</td> <td>0.131</td> <td>0.041</td> <td>0.049</td> <td>0.164</td> <td>2019-10-12 05:41</td> <td>2019-10-12 06:12</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/e64bc7a"><code>e64bc7a</code></a></td> <td>0.264</td> <td>1977</td> <td>0.136</td> <td>0.132</td> <td>0.042</td> <td>0.053</td> <td>0.164</td> <td>2019-10-11 13:11</td> <td>2019-10-11 13:42</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/72c6d8f"><code>72c6d8f</code></a></td> <td>0.266</td> <td>1958</td> <td>0.137</td> <td>0.133</td> <td>0.041</td> <td>0.053</td> <td>0.166</td> <td>2019-10-11 08:08</td> <td>2019-10-11 08:40</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a5b40c1"><code>a5b40c1</code></a></td> <td>0.263</td> <td>1974</td> <td>0.135</td> <td>0.131</td> <td>0.042</td> <td>0.052</td> <td>0.164</td> <td>2019-10-11 07:31</td> <td>2019-10-11 08:02</td> <td><code>v0.0.44-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/8ca5ef0"><code>8ca5ef0</code></a></td> <td>0.265</td> <td>1962</td> <td>0.136</td> <td>0.132</td> <td>0.042</td> <td>0.054</td> <td>0.165</td> <td>2019-10-11 05:48</td> <td>2019-10-11 06:19</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/f7e7791"><code>f7e7791</code></a></td> <td>3.383</td> <td>220</td> <td>0.126</td> <td>0.010</td> <td>0.058</td> <td>0.052</td> <td>3.268</td> <td>2019-10-11 04:20</td> <td>2019-10-11 04:51</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/9095bfa"><code>9095bfa</code></a></td> <td>3.430</td> <td>219</td> <td>0.128</td> <td>0.010</td> <td>0.058</td> <td>0.054</td> <td>3.313</td> <td>2019-10-10 11:45</td> <td>2019-10-10 12:16</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/1878564"><code>1878564</code></a></td> <td>3.411</td> <td>222</td> <td>0.127</td> <td>0.010</td> <td>0.059</td> <td>0.054</td> <td>3.293</td> <td>2019-10-10 11:00</td> <td>2019-10-10 11:39</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/49150fb"><code>49150fb</code></a></td> <td>3.398</td> <td>221</td> <td>0.127</td> <td>0.010</td> <td>0.058</td> <td>0.047</td> <td>3.281</td> <td>2019-10-10 04:51</td> <td>2019-10-10 05:22</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/17f9287"><code>17f9287</code></a></td> <td>0.157</td> <td>3232</td> <td>0.126</td> <td>0.124</td> <td>0.031</td> <td>0.047</td> <td>0.063</td> <td>2019-10-10 00:33</td> <td>2019-10-10 01:05</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/3aab341"><code>3aab341</code></a></td> <td>0.158</td> <td>3213</td> <td>0.127</td> <td>0.125</td> <td>0.031</td> <td>0.052</td> <td>0.063</td> <td>2019-10-09 10:15</td> <td>2019-10-09 10:44</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/fc546f0"><code>fc546f0</code></a></td> <td>0.159</td> <td>3195</td> <td>0.127</td> <td>0.123</td> <td>0.031</td> <td>0.052</td> <td>0.064</td> <td>2019-09-30 09:41</td> <td>2019-09-30 10:12</td> <td><code>v0.0.43-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/83f96d9"><code>83f96d9</code></a></td> <td>0.160</td> <td>3172</td> <td>0.128</td> <td>0.127</td> <td>0.032</td> <td>0.053</td> <td>0.063</td> <td>2019-09-29 12:34</td> <td>2019-09-29 13:06</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/4dcf6d0"><code>4dcf6d0</code></a></td> <td>0.156</td> <td>3245</td> <td>0.126</td> <td>0.124</td> <td>0.031</td> <td>0.053</td> <td>0.062</td> <td>2019-09-29 11:57</td> <td>2019-09-29 12:29</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/0bb0082"><code>0bb0082</code></a></td> <td>0.155</td> <td>3261</td> <td>0.125</td> <td>0.124</td> <td>0.030</td> <td>0.050</td> <td>0.064</td> <td>2019-09-29 11:23</td> <td>2019-09-29 11:51</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/cb4e46a"><code>cb4e46a</code></a></td> <td>0.156</td> <td>3255</td> <td>0.125</td> <td>0.124</td> <td>0.031</td> <td>0.052</td> <td>0.063</td> <td>2019-09-29 04:07</td> <td>2019-09-29 04:38</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/a087626"><code>a087626</code></a></td> <td>1.623</td> <td>601</td> <td>0.688</td> <td>0.703</td> <td>0.351</td> <td>0.300</td> <td>0.953</td> <td>2019-09-27 11:05</td> <td>2019-09-27 11:43</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/51837cf"><code>51837cf</code></a></td> <td>0.159</td> <td>3181</td> <td>0.128</td> <td>0.126</td> <td>0.032</td> <td>0.055</td> <td>0.063</td> <td>2019-09-27 06:36</td> <td>2019-09-27 10:48</td> <td><code>latest-alpine</code></td> </tr> <tr> <td><a href="https://github.com/gnes-ai/gnes/commit/51837cf"><code>51837cf</code></a></td> <td>0.157</td> <td>3221</td> <td>0.126</td> <td>0.125</td> <td>0.032</td> <td>0.053</td> <td>0.062</td> <td>2019-09-27 06:36</td> <td>2019-09-27 10:34</td> <td><code>latest-alpine</code></td> </tr> </tbody> </table>Case 4: Parallel Blocking Flow
The workflow is as follows:
<p align="center"> <a href="https://gnes.ai"> <img src=".github/mermaid-diagram-20190926180109.svg" alt="workflow 4 in test" width=50%> </a> </p>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.