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Scaling Java Apps Using Docker.html
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Scaling Java Apps Using Docker.html
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<!DOCTYPE html><html lang="en" class="aspect-16-9"><head><meta charset="UTF-8" /><meta name="generator" content="Asciidoctor 1.5.2, dzslides backend" /><title>Scaling Java Applications using Docker</title><meta name="author" content="Vineet Reynolds" /><link rel="stylesheet" href="http://fonts.googleapis.com/css?family=Neuton:400,700,800,400italic|Cedarville+Cursive" /><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.1.0/css/font-awesome.min.css" /><link rel="stylesheet" href="./dzslides/themes/highlight/asciidoctor.css" /><link rel="stylesheet" href="./dzslides/themes/style/asciidoctor.css" /><link rel="stylesheet" href="./dzslides/core/dzslides.css" /><link rel="stylesheet" href="./dzslides/themes/transition/fade.css" /></head><body><section class="title"><h1>Scaling <em>Java Applications</em> using <em>Docker</em></h1><footer><span class="author">Vineet Reynolds</span><span class="divider"> · </span><span class="author">Red Hat</span></footer></section><section class="topic intro"><h2>Who am I ?</h2></section>
<section><p><strong>What does this talk cover ?</strong></p>
<ul class="incremental"><li>Docker</li><li>Scaling applications</li><li>Kubernetes</li></ul></section>
<section><p class="statement"><strong>Docker</strong><br />
for the uninitiated</p></section>
<section class="topic source"><h2>Containers</h2><ul><li>Provide a light-weight <em>virtualization</em> solution</li><li>Through the use of Linux kernel features -<ul><li><code>cgroups</code> to share/limit hardware resources</li><li><code>namespaces</code> to provide isolation</li></ul></li><li>without requiring a guest OS</li></ul></section>
<section class="topic source"><h2>Containers</h2><img class="middle" 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" alt="Docker vs Virtual Machines" /></section>
<section class="topic source"><h2>Docker</h2><p>Docker is a shipping container system for code. Consists of -</p>
<ul><li>A portable, lightweight runtime and packaging tool (<em>Docker Engine</em>)</li><li>A cloud service for sharing applications and automating workflows (<em>Docker Hub</em>)</li></ul></section>
<section class="topic source"><h2>Basics of the Docker system</h2><img class="middle" 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" alt="Basics of the Docker system" width="640" /></section>
<section class="topic source"><h2>Let’s run a container</h2><ul><li>Run a Java EE app in a Docker container</li></ul>
<div class="listingblock"><pre class="highlight"><code class="console">docker run -d -p 8080:8080 vineetreynolds/badwildflycluster</code></pre></div></section>
<section class="topic source"><h2>Try to address HA</h2><ul><li>Run the same image in another Docker container</li></ul>
<div class="listingblock"><pre class="highlight"><code class="console">docker run -d -p 9080:8080 vineetreynolds/badwildflycluster</code></pre></div></section>
<section><p class="statement"><strong>Defining the cluster</strong></p></section>
<section class="topic source"><h2>Defining the cluster</h2><ul><li>First, node discovery<ul><li>JBoss EAP handles this with JGroups</li><li>JGroups ensures <em>nodes are discovered</em></li><li>Solutions will be similar for other application servers</li></ul></li></ul></section>
<section class="topic source"><h2>Replicating state</h2><ul><li>Then, replicate state to handle failover<ul><li>JBoss EAP handles this with Infinispan</li><li>Infinispan ensures atleast <em>one replica</em> for <em>shared data</em></li></ul></li></ul></section>
<section class="topic source"><h2>Running the app at scale</h2><div class="listingblock"><pre class="highlight"><code class="console">docker run -d -p 8080:8080 vineetreynolds/wildflycluster
docker run -d -p 9080:8080 vineetreynolds/wildflycluster</code></pre></div></section>
<section class="topic source"><h2>What about persistent data?</h2><ul><li>Use database containers<ul><li>Store the data on <em>volumes mounted on the host</em></li></ul></li><li>Link database containers to application servers<ul><li>Exposes database info to linked containers for usage</li></ul></li></ul>
<p>Example:</p>
<div class="listingblock"><pre class="highlight"><code class="console">docker run --name mysqldb -e MYSQL_USER=mysql -e MYSQL_PASSWORD=mysql -e MYSQL_DATABASE=sample -e MYSQL_ROOT_PASSWORD=supersecret -d mysql</code></pre></div>
<div class="listingblock"><pre class="highlight"><code class="console">docker run --name mywildfly --link mysqldb:db -p 8080:8080 -d vineetreynolds/wildflycluster</code></pre></div></section>
<section><p class="statement">This is now looking<br />
<strong>fragile !</strong></p></section>
<section class="topic source"><h2>Kubernetes</h2><ul><li>Supports <em>runtime and operational management of containers</em></li><li>Describes the <em>intended state of the cluster</em><ul><li>Record links between containers - 'frontend' depends on 'backend'</li><li>Replicate containers onto the desired number of nodes; 'frontend' should always run on X nodes, 'backend' should run only on 1 node</li></ul></li><li>Provides <em>self-healing capabilities</em> to repair the cluster to intended state</li></ul></section>
<section class="topic source"><h2>Kubernetes</h2><ul><li>Solves the <em>Cluster Container Management</em> problem<ul><li>the substrate for running containers at scale</li><li>contains just the runtime and operational tools for containers</li><li>Composable system - only enough to enable other use cases</li></ul></li></ul></section>
<section class="topic source"><h2>Concepts - Pods and Containers</h2><ul><li>Fundamental unit in the system<ul><li>Pod is a group of related containers on the same system</li><li>Each container can be its own image with its own env</li><li>Pods share an IP address and data volumes</li></ul></li><li>Pods are "transient"<ul><li>Pods should be able to be deleted at any time</li><li>Storage can be detached and reattached elsewhere</li><li>Different pods talk to each other through abstractions</li></ul></li></ul></section>
<section class="topic source"><h2>Concepts - Pods Examples</h2><ul><li>Single container - <em>JBoss</em>, <em>MySQL</em> etc.</li><li><em>Web server</em> and <em>log parser</em> (one pod, two containers)<ul><li>Web server container logs HTTP requests to disk</li><li>Log parser reads from disk and sends summary info elsewhere</li></ul></li></ul></section>
<section class="topic source"><h2>Concepts - Pods (contd.)</h2><img class="middle" 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" alt="Pods" width="640" /></section>
<section class="topic source"><h2>Services</h2><ul><li>Abstract a set of pods as a single IP and port<ul><li>Each host has a proxy that knows where other pods are</li><li>Simple TCP/UDP load balancing</li><li>No central load balancer (no SPOF)</li></ul></li><li>Creates environment variables in other pods<ul><li>Like "docker link", but across hosts</li><li>Service named "mysql" gets <code>MYSQL_HOST</code> and <code>MYSQL_PORT</code></li></ul></li></ul></section>
<section class="topic source"><h2>Services(contd.)</h2><img class="middle" 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" alt="Services" width="640" /></section>
<section><p class="statement"><strong>Scaling</strong><br />
applications in Kubernetes</p></section>
<section class="topic source"><h2>Scaling with Replicas</h2><ul><li>Replication controllers allow running multiple pods on multiple minions</li><li>Define the number of pods in the intended state</li><li>Kubernetes takes care of replicating the pods</li></ul></section>
<section class="topic source"><h2>The Kubernetes solution</h2><div class="listingblock"><div class="title">clustering-controller.json</div><pre class="highlight"><code class="json"> ....
"podTemplate": {
"desiredState": {
"manifest": {
"id": "wildfly",
"version": "v1beta1",
"containers": [
{
"image": "vineetreynolds/wildflycluster",
"name": "wildfly-container",
....</code></pre></div></section>
<section class="topic source"><h2>The Kubernetes solution</h2><p>How many replicas?</p>
<div class="listingblock"><div class="title">clustering-controller.json</div><pre class="highlight"><code class="json"> ....
"desiredState": {
"replicas": 2,
"replicaSelector": {
"name": "wildfly"
},
....</code></pre></div></section>
<section class="topic source"><h2>The Kubernetes solution</h2><p>Creating the replica</p>
<div class="listingblock"><pre class="highlight"><code class="console">kubectl create -f clustering-controller.json</code></pre></div></section>
<section><p class="statement">Where’s<br />
<strong>the catch?</strong></p></section>
<section class="topic source"><h2>Scaling with Replicas - Problems</h2><ul><li>External access to the cluster<ul><li>Pods are transient, and therefore …​</li><li>Update <em>external load balancers</em> or <em>edge routers</em> with <em>updated cluster state</em></li><li>What should be done -<ul><li>when a container goes down ? <em>Notify</em> the load balancer</li><li>when a container is added ? <em>Notify</em> the load balancer</li></ul></li><li>Cloud providers solve this out of the box - GCE/OpenShift</li><li>Refer the <code>createExternalLoadBalancer</code> flag for Kube services</li></ul></li></ul></section>
<section><p class="statement"><strong>Autoscaling</strong></p></section>
<section class="topic source"><h2>Autoscaling</h2><ul><li>Applications experience <em>peaks and valleys in usage</em></li><li>Operators <em>scale up</em> resources <em>on demand</em></li><li>Currently, a feature in progress in Kubernetes</li><li>Resource scaling will be <em>driven by data</em> from input sources</li><li>Scope is <em>horizontal scaling</em> for now</li></ul></section>
<section class="topic source"><h2>Autoscaling</h2><ul><li>Scaling based on <em>traffic</em></li><li>Scaling based on <em>predictive analysis</em></li><li>Scaling based on arbitrary data points - <em>job execution time</em>, <em>number of sessions</em> etc.</li></ul></section>
<section class="topic ending"><p class="footer">Questions?</p></section><script src="./dzslides/core/dzslides.js"></script><script src="./dzslides/highlight/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad()</script></body></html>