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<!doctype html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no">
<meta name="description" content="Edge computing on heterogeneous hardware using KubeEdge and K3S">
<meta name="keywords" content="kubernetes, kubeedge, edge, k3s">
<meta name="author" content="CETIC asbl">
<title>CETIC - KubeEdge</title>
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<body>
<div class="reveal">
<div class="slides">
<section class="homepage" data-background-image="img/theme/cetic/background-homepage.png" data-background-size="contain">
<h1>Edge computing on heterogeneous hardware using KubeEdge and K3S</h1>
<h2>Tom Selleslagh, Sebastien Dupont</h2>
<!--h3>6th Reconfigurable Market Seminar, December 2nd, 2019</h3-->
<h3><a href="https://kubeedge.presentations.cetic.be" title="Find this presentation at https://kubeedge.presentations.cetic.be">https://kubeedge.presentations.cetic.be</a> </h3>
</section>
<section>
<section>
<h1> Agenda </h1>
<br>
<table width=70%>
<tr>
<td style="vertical-align:middle" align=right width=45%><h3>Edge Computing</h3></td>
<td align=center width=10%><img class="plain" data-src="img/dot/number1.png" width="80%"/></td>
<td width=45%><td>
</tr>
<tr>
<td></td>
<td align=center><img class="plain" data-src="img/dot/number2.png" width="80%"/></td>
<td style="vertical-align:middle"><h3>Containers Orchestration</h3><td>
</tr>
<tr>
<td style="vertical-align:middle" align=right><h3>KubeEdge</h3></td>
<td align=center><img class="plain" data-src="img/dot/number3.png" width="80%"/></td>
<td></td>
</tr>
<tr>
<td></td>
<td align=center><img class="plain" data-src="img/dot/number4.png" width="80%"/></td>
<td style="vertical-align:middle"><h3>Use case</h3></td>
</tr>
<tr>
<td style="vertical-align:middle" align=right><h3>Perspectives</h3></td>
<td align=center><img class="plain" data-src="img/dot/number5.png" width="80%"/></td>
<td></td>
</tr>
<tr>
<td ></td>
<td align=center><img class="plain" data-src="img/dot/number6.png" width="80%"/></td>
<td style="vertical-align:middle"><h3>Conclusion</h3></td>
</tr>
</table>
</section>
</section>
<section>
<section >
<h1> Edge Computing </h1>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > Cloud Computing </h1>
<img class="plain" data-src="img/cloudcomp.png" width="100%"/>
<div align=right style="margin-left:760px;margin-right:200px;margin-top:-340px">
<i><font size="16">A network of remote servers hosted on the Internet which can store, manage, and process data, rather than using a local server or a personal computer</i></font>
<br>
<font size="6" color="#6d6d6d">IGI-Global.com</font>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > Edge Computing </h1>
<img class="plain" data-src="img/edgecomp.png" width="100%"/>
<div align=right style="margin-left:760px;margin-right:200px;margin-top:-340px">
<i><font size="16">Data processing and storage takes place at or near the edge, a boundary between digital and physical entities.<br> This nearness will be defined by the system's requirements.</i></font>
<br>
<font size="6" color="#6d6d6d">ISO/IEC JTC 1/SC 38</font>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > Edge Computing</h1>
<h4 > Challenges</h4>
<div style="left:-8.33%; text-align: left; float: left; width:50%; z-index:-10;">
<img class="plain" data-src="img/edge.png" width="70%"/>
</div>
<div align=right style="margin-right:320px;margin-top:380px">
<ul class="fa-ul">
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-microchip"></i></span>Heterogeneity</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-shield-alt"></i></span>Security</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="far fa-clock"></i></span>Latency</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-globe"></i></span>Lack of mobility support</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-search-location"></i></span>Location-awareness</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-dumbbell"></i></span>Resilience</font></li>
...
</ul>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > Edge Computing</h1>
<h3 > Solving the resilience challenge</h3>
<img class="plain" data-src="img/cloudedge.png" width="100%"/>
<div align=right style="margin-left:760px;margin-right:200px;margin-top:-340px;text">
<ul>
<li>cloud can take over failing processes from the edge</li>
<li>edge can operate autonomously in case the cloud is unavailable</li>
<li>distribute and rebalance processing between cloud and edge</li>
</ul>
</div>
</section>
</section>
</section>
<section>
<section>
<h1>Container orchestration</h1>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> Virtualisation and Containers </h1>
<h3>Containers provide fast and lightweight virtualization at the OS level</h3>
<img class="plain" data-src="img/virtualisation.png" />
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> Cluster </h1>
<div style="left:-8.33%; text-align: left; float: left; width:50%; z-index:-10;">
<img class="plain" data-src="img/clusterempty.png" width="100%"/>
</div>
<div align=right style="margin-right:120px;margin-top:380px">
<i><font size="18">A group of similar things that are close together, sometimes surrounding something</font></i>
<br>
<font size="6" color="#6d6d6d">Cambridge dictionary</font>
<br>
<br>
<i><font size="18">A number of similar things that occur together</font></i>
<br>
<font size="6" color="#6d6d6d">merriam-webster dictionary</font>
<br>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> Orchestration </h1>
<img class="plain" data-src="img/orchestration.png" width="100%"/>
<div align=right style="margin-left:1050px;margin-right:320px;margin-top:-340px">
<i><font size="16">Plan and organize something carefully and sometimes secretly in order to achieve a desired result</i></font>
<br>
<font size="6" color="#6d6d6d">Cambridge dictionary</font>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> Kubernetes (K8S) </h1>
<img class="plain" data-src="img/k8s.png" width="100%"/>
<div align=right style="margin-left:1050px;margin-right:320px;margin-top:-340px">
<i><font size="16">system for automating deployment, scaling, and management of containerized applications</i></font>
<br>
<font size="6" color="#6d6d6d">kubernetes.io</font>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<aside class="notes"> Lien container - Pods</aside>
<h1> Kubernetes Ressources </h1>
<div style="left:-8.33%;float: left; width:50%; height:1200px; z-index:-10; padding-top:240px">
<h2 style="text-align:left;margin-left:180px"> Kubernetes : </h2>
<ul class="fa-ul">
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-box-open"></i></span>Pods</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-boxes"></i></span>ReplicaSet</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-truck-loading"></i></span>Deployement</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-globe"></i></span>DaemonSet</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-wrench"></i></span>Job (batch API)</font></li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="far fa-clock"></i></span>CronJob (batch API)</font></li>
...
</ul>
<br><br>
Get available objects: <code style="color:#6fb052;background:#e6e6e6">  kubectl api-resources </code>
</div>
<div style="padding-top:240px">
<h2 style="text-align:left;margin-left:1250px"> Custom :</h2>
<ul class="fa-ul">
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-code-branch"></i></span>Workflow</font> (<a href="https://argoproj.github.io/argo">Argo Project</a>)</li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="fas fa-microchip"></i></span>Device</font> (<a href="https://kubeedge.io/en/">KubeEdge</a>)</li>
<li style="list-style:none"><font size=16pt><span class="fa-li"><i class="far fa-plus-square"></i></span>Community or home made</font></li>
...
</ul>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> Kubernetes orchestration </h1>
<table>
<tr>
<td style="vertical-align:middle"><img class="plain" data-src="img/clusterempty.png" width="100%"/></td>
<td style="vertical-align:middle"><img class="plain" data-src="img/dot/arrowright.png" width="50%"/></td>
<td style="vertical-align:middle"><img class="plain" data-src="img/orchestration.png" width="100%"/></td>
<td style="vertical-align:middle"><img class="plain" data-src="img/dot/arrowright.png" width="50%"/></td>
<td style="vertical-align:middle"><img class="plain" data-src="img/k8s.png" width="100%"/></td>
</tr>
<tr>
<td align=center style="vertical-align:middle">Workers have to perform some tasks</td>
<td align=center style="vertical-align:middle"></td>
<td align=center style="vertical-align:middle">Increase efficiency with a manager</td>
<td align=center style="vertical-align:middle"></td>
<td align=center style="vertical-align:middle">Container as a Service architecture</td>
</tr>
</table>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> Kubernetes distributions </h1>
<ul>
<li>Installers: Kops / Kubeadm / Kubespray</li>
<li>Public clouds: Amazon EKS , Azure Kubernetes Service, GKS, ...</li>
<li>Platform as a Service: Rancher, OpenShift, ...</li>
<li>Single node development: Minikube, MicroK8S, ...</li>
<li>...</li>
</ul>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<img class="plain" src="img/logo-k3s.svg" width="20%"/>
<h2>A lightweight Kubernetes distribution</h2>
<ul>
<li>small binary</li>
<li>low memory requirements</li>
<li>containerd instead of Docker</li>
<li>multi architecture (ARMv7, ARM64, x86, ...)</li>
</ul>
</section>
</section>
<section>
<section>
<img class="plain" data-src="img/icon-2.png" width=300px/>
<div style="margin-left:320px;margin-right:320px;margin-top:100px"><font size=16px>Open source system for extending native containerized application orchestration capabilities to hosts at Edge</font></div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > KubeEdge Architecture</h1>
<h4 > Option 1 : CloudCore - EdgeCore</h4>
<img class="plain" data-src="img/ke-edgecore.png"/>
<div align=left style="margin-left:1150px;margin-top:-360px">
<ul>
<li>Communication between cluster and edge nodes: WebSocket</li>
<li>Specific process on each side</li>
</ul>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > KubeEdge Architecture</h1>
<h4 > Option 2 : EdgeSite</h4>
<img class="plain" data-src="img/ke-edgesite.png"/>
<div align=left style="margin-left:1150px;margin-top:-360px">
<ul>
<li>Communication between cluster and edge nodes: K8S Api</li>
<li>Process on edge side</li>
</ul>
</div>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1 > EdgeNode </h1>
<h4 > Components</h4>
<img class="plain" data-src="img/kubeedgemod.png" width="100%"/>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1> EdgeNode </h1>
<h4 > Modules Roles</h4>
<table width="100%" >
<tr height="300">
<td width="35%" style="vertical-align:middle">
<b>ServiceBus</b> acts as an interface for sending/receiving messages over <font color="#6fb052">WebSocket</font>.
</td>
<td Background="img/BlocSB.png" width="30%">
</td >
<td width="35%">
</td>
</tr >
<tr height="300">
<td>
</td>
<td Background="img/BlocMM.png" >
</td >
<td style="vertical-align:middle">
<b>MetaManager</b> is the <font color="#6fb052">message processor</font> between edged and edgehub. It’s also responsible for <font color="#6fb052">storing/retrieving</font> metadata to/from a lightweight database(SQLite).
</td>
</tr >
<tr height="300">
<td style="vertical-align:middle">
<b>DeviceTwin</b> module is responsible for storing <font color="#6fb052">device status</font>, dealing with device attributes, <font color="#6fb052">syncing</font> device status to the cloud and syncing the device twin information between edge and cloud, ...
</td>
<td Background="img/BlocDT.png" >
</td >
<td>
</td>
</tr>
<tr height="300">
<td>
</td>
<td Background="img/BlocEB.png" >
</td >
<td style="vertical-align:middle">
<b>Eventbus</b> acts as an interface for sending/receiving messages on <font color="#6fb052">mqtt topics</font>.
<aside class="notes">
MQTT : 3 modes : internalMqttMode, externalMqttMode,bothMqttMode
</aside>
</td>
</tr>
</table>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>Edge solutions</h1>
<ul>
<li>OpenStack StarlingX
<li>LF Edge + Edge X Foundry
<li>ETSI Multi-Access Edge Computing
<li>KubeEdge + K3S
<li>Apache NiFi + MiNiFi
<li>AWS IoT Greengrass
<li>Azure IoT Edge
<li>Google IoT Edge
</ul>
</section>
</section>
<section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>Use Case</h1>
<h2>Data analysis in industrial applications - <a href="https://fadi.cetic.be">FADI</a></h2>
<img class="plain" src="img/usecase.png" />
<ul>
<li>high volumes: filter and compress data (preprocessing at the edge)</li>
<li>time sensistive alerts: do not depend on the cloud</li>
<li>loss of/poor network connectivity: buffer data, fallback processing mode in the edge</li>
</ul>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>Test bed</h1>
<h2>PPCC - A portable datacenter to simulate Cloud and Edge infrastructures</h2>
<ul>
<li>Test deployment before moving to production</li>
<li>Heterogeneous architecture: ARM, ARM64, x86, ... (Pine64, Raspberry Pi, PCEngines APU, ESP32, ...)</li>
<li>Sensors and actuators: fan, leds, switches</li>
<li>Edge nodes with KubeEdge, Cloud nodes with K3S</li>
</ul>
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>PPCC - Mark 1</h1>
<h2>Prototyping</h2>
<img class="plain" src="img/ppcc1.jpg" />
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>PPCC - Mark 2</h1>
<h2>Kubernetes</h2>
<img class="plain" src="img/ppcc2.jpg" />
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>PPCC - Mark 2.1</h1>
<h2>Kubernetes</h2>
<img class="plain" src="img/ppcc3.jpg" width="800px" />
</section>
<section data-background-image="img/theme/cetic/logo-cetic.png" data-background-position="98% 2%" data-background-size="10%">
<h1>PPCC - Mark 3</h1>
<h2>Lights!</h2>
<video width="800" height="600" controls loop>
<source src="img/ppcc.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
</section>
</section>
<section>
<h1>Perspectives</h1>
<ul>
<li> Security at the edge
<li> EdgeMesh - make Edge nodes communicate with each others
<li> Mapper and drivers (6LBR, LoRa...)
<li> FPGA</li>
</ul>
</section>
<section>
<h1>Conclusion</h1><font size=16px>
KubeEdge is less than <font color="#6fb052">one year old</font> but has already <font color="#6fb052">evolved</font> a lot. Which can slowly become a usable solution in production.
The focus is not yet on the ingestion of data but on the <font color="#6fb052">communication</font> between the nodes<br /><br />
K3S provides lightweight Kubernetes deployment on heterogeneous hardware.<br /><br />
Those 2 tools can extend data analysis capabilities from the Cloud to the Edge.</font>
</section>
<section>
<h1>Credits and references</h1>
<ul>
<li>Solutions
<ul>
<li><a href="https://fadi.cetic.be">FADI - Industrial data analysis framework</a>
<li><a href="https://www.kubernetes.io">kubernetes.io</a>
<li><a href="https://kubeedge.io">kubeedge.io</a>
<li><a href="https://k3s.io">k3s.io</a>
</ul>
</li>
<li>People
<ul>
<li>CETIC team: https://www.cetic.be/Coordonnees-du-Personnel</li>
<li>Albin Mouton https://github.com/SheepKnight</li>
</ul>
</li>
<li>Misc
<ul>
<li>https://www.flaticon.com/authors/smashicons
<li>https://www.flaticon.com/authors/monkik
<li>https://www.flaticon.com/authors/good-ware
</ul>
</li>
</ul>
</section>
<section class="lastpage" data-background-image="img/theme/cetic/background-lastpage.png">
<table>
<tr>
<td style="width: 50%; text-align: center;">
<a href="https://www.cetic.be"><img class="plain" data-src="img/theme/cetic/logo-cetic.png" /></a><br /><br />
<small>Aéropole de Charleroi-Gosselies <br />
Avenue Jean Mermoz 28 <br />
B-6041 Charleroi - Belgique <br /></small>
<p><iframe width="640" height="150" frameborder="0" scrolling="no" marginheight="0" marginwidth="0" data-src="https://www.openstreetmap.org/export/embed.html?bbox=4.473830759525299%2C50.47422046442369%2C4.477371275424957%2C50.475966719544715&layer=mapnik" style="border: 1px solid black"></iframe></p>
<table>
<tr>
<td rowspan="2"><img class="plain" data-src="img/theme/cetic/icon-twitter.png" /></td>
<td>
<a href="twitter.com/@CETIC">
twitter.com/@CETIC
<img class="plain" style="margin: 0 5px" data-src="img/theme/cetic/icon-flag-french.png" />
</a>
</td>
</tr>
<tr>
<td>
<a href="https://www.twitter.com/@CETIC_be">
twitter.com/@CETIC_be
<img class="plain" style="margin: 0px 5px" data-src="img/theme/cetic/icon-flag-english.png" />
</a>
</td>
</tr>
<tr>
<td>
<img class="plain" data-src="img/theme/cetic/icon-linkedin.png" />
</td>
<td>
<a href="https://www.linkedin.com/company/cetic">
linkedin.com/company/cetic
</a>
</td>
</tr>
<tr>
<td>
<img class="plain" data-src="img/theme/cetic/icon-mail.png" />
</td>
<td>
<a href="mailto:[email protected]">
</a>
</td>
</tr>
<tr>
<td>
<img class="plain" data-src="img/theme/cetic/icon-phone.png" />
</td>
<td>
+32 71 490 700
</td>
</tr>
</table>
</td>
<td style="text-align: center">
<h1>KubeEdge : A Kubernetes Native Edge Computing Framework</h1>
<h4><a href="index.html?print-pdf&print=1&showNotes" style="color:#ffffff;">🖨Print this presentation</a></h4>
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<br />
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<table style="width: 100%">
<tr>
<td style="text-align: center"><h2>Selleslagh Tom</h2></td>
</tr>
<tr>
<td style="text-align: center"><h3>Research Engineer</h3></td>
</tr>
<tr>
<td style="text-align: center">+32 484 142 313</td>
</tr>
<tr>
<td style="text-align: center">[email protected]</td>
</tr>
</table>
<table style="width: 100%">
<tr>
<td style="text-align: center"><h2>Sebastien Dupont</h2></td>
</tr>
<tr>
<td style="text-align: center"><h3>Expert Research Engineer</h3></td>
</tr>
<tr>
<td style="text-align: center">[email protected]</td>
</tr>
</table>
</td>
</tr>
</table>
</section>
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