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<title>Working with Big Data: Infrastructure, Algorithms, and Visualizations</title>
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<h1>Lesson 3: Building a Big Data Infrastructure Part 3</h1>
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<h1>Real-time Processing &amp; Messaging</h1>
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<h2>Messaging is Good For</h2>
<li class="slide"><h3>Long Running Tasks</h3></li>
<li class="slide"><h3>Managing Bursty Events</h3></li>
<li class="slide"><h3>Decoupling Services</h3></li>
<li class="slide"><h3>Denormalizing or Copying Data</h3></li>
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<h2>Messaging Semantics</h2>
<li class="slide"><h3>Producers or Publishers</h3></li>
<li class="slide"><h3>Brokers, Queues</h3></li>
<li class="slide"><h3>Consumers or Workers</h3></li>
<li class="slide"><h3>First in, First out</h3></li>
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<li class="slide"><h3>Distributed - Brokers, Producers, Consumers</h3></li>
<li class="slide"><h3>Persistent</h3></li>
<li class="slide"><h3>High Throughput</h3></li>
<li class="slide"><h3>Queues through Topics</h3></li>
<li class="slide"><h3>Open Source - Built at LinkedIn</h3></li>
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<h2>Other Messaging Systems</h2>
<li class="slide"><h3>RabbitMQ</h3></li>
<li class="slide"><h3>Kestrel</h3></li>
<li class="slide"><h3>Redis</h3></li>
<li class="slide"><h3>ZeroMQ</h3></li>
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<h1>On to the install...</h1>
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