2018/08/06/getting-started-with-kudu-an-oreilly-title.html - kudu-site - Git at Google

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   <header>
     <h1 class="entry-title">Getting Started with Kudu - an O'Reilly Title</h1>
     <p class="meta">Posted 06 Aug 2018 by Brock Noland</p>
   </header>
   <div class="entry-content">
     <p>The following article by Brock Noland was reposted from the
 <a href="https://www.phdata.io/getting-started-with-kudu/">phData</a>
 blog with their permission.</p>

 <p>Five years ago, enabling Data Science and Advanced Analytics on the
 Hadoop platform was hard. Organizations required strong Software Engineering
 capabilities to successfully implement complex Lambda architectures or even
 simply implement continuous ingest. Updating or deleting data, were simply a
 nightmare. General Data Protection Regulation (GDPR) would have been an extreme
 challenge at that time.
 <!--more-->
 In that context, on October 11th 2012 Todd Lipcon perform Apache Kudu’s initial
 commit. The commit message was:</p>

 <pre><code>Code for writing cfiles seems to basically work
 Need to write code for reading cfiles, still
 </code></pre>

 <p>And Kudu development was off and running. Around this same time Todd, on his
 internal Wiki page, started listing out the papers he was reading to develop
 the theoretical background for creating Kudu. I followed along, reading as many
 as I could, understanding little, because I knew Todd was up to something
 important. About a year after that initial commit, I got my
 <a href="https://github.com/apache/kudu/commit/1d7e6864b4a31d3fe6897e4cb484dfcda6608d43">Kudu first commit</a>,
 documenting the upper bound of a library. This is a small contribution of which I am still
 proud.</p>

 <p>In the meantime, I was lucky enough to be a founder of a Hadoop Managed Services
 and Consulting company known as <a href="http://phdata.io/">phData</a>. We found that a majority
 of our customers had use cases which Kudu vastly simplified. Whether it’s Change Data
 Capture (CDC) from thousands of source tables to Internet of Things (IoT) ingest, Kudu
 makes life much easier as both an operator of a Hadoop cluster and a developer providing
 business value on the platform.</p>

 <p>Through this work, I was lucky enough to be a co-author of
 <a href="http://shop.oreilly.com/product/0636920065739.do">Getting Started with Kudu</a>.
 The book is a summation of mine and our co-authors, Jean-Marc Spaggiari, Mladen
 Kovacevic, and Ryan Bosshart,  learnings while cutting our teeth on early versions
 of Kudu. Specifically you will learn:</p>

 <ul>
   <li>Theoretical understanding of Kudu concepts in simple plain spoken words and simple diagrams</li>
   <li>Why, for many use cases, using Kudu is so much easier than other ecosystem storage technologies</li>
   <li>How Kudu enables Hybrid Transactional/Analytical Processing (HTAP) use cases</li>
   <li>How to design IoT, Predictive Modeling, and Mixed Platform Solutions using Kudu</li>
   <li>How to design Kudu Schemas</li>
 </ul>

 <p><img src="/img/2018-08-06-getting-started-with-kudu-an-oreilly-title.gif" alt="Getting Started with Kudu Cover" class="img-responsive" /></p>

 <p>Looking forward, I am excited to see Kudu gain additional features and adoption
 and eventually the second revision of this title. In the meantime, if you have
 feedback or questions, please reach out on the <code>#getting-started-kudu</code> channel of
 the <a href="https://getkudu-slack.herokuapp.com/">Kudu Slack</a> or if you prefer non-real-time
 communication, please use the user@ mailing list!</p>

   </div>
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       <li> <a href="/2019/04/22/fine-grained-authorization-with-apache-kudu-and-impala.html">Fine-Grained Authorization with Apache Kudu and Impala</a> </li>

       <li> <a href="/2019/03/19/testing-apache-kudu-applications-on-the-jvm.html">Testing Apache Kudu Applications on the JVM</a> </li>

       <li> <a href="/2019/03/15/apache-kudu-1-9-0-release.html">Apache Kudu 1.9.0 Released</a> </li>

       <li> <a href="/2019/03/05/transparent-hierarchical-storage-management-with-apache-kudu-and-impala.html">Transparent Hierarchical Storage Management with Apache Kudu and Impala</a> </li>

       <li> <a href="/2018/12/11/call-for-posts.html">Call for Posts</a> </li>

       <li> <a href="/2018/10/26/apache-kudu-1-8-0-released.html">Apache Kudu 1.8.0 Released</a> </li>

       <li> <a href="/2018/09/26/index-skip-scan-optimization-in-kudu.html">Index Skip Scan Optimization in Kudu</a> </li>

       <li> <a href="/2018/09/11/simplified-pipelines-with-kudu.html">Simplified Data Pipelines with Kudu</a> </li>

       <li> <a href="/2018/08/06/getting-started-with-kudu-an-oreilly-title.html">Getting Started with Kudu - an O'Reilly Title</a> </li>

       <li> <a href="/2018/07/10/instrumentation-in-kudu.html">Instrumentation in Apache Kudu</a> </li>

       <li> <a href="/2018/03/23/apache-kudu-1-7-0-released.html">Apache Kudu 1.7.0 released</a> </li>

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	<article>
	<header>
	<h1 class="entry-title">Getting Started with Kudu - an O'Reilly Title</h1>
	<p class="meta">Posted 06 Aug 2018 by Brock Noland</p>
	</header>
	<div class="entry-content">
	<p>The following article by Brock Noland was reposted from the
	<a href="https://www.phdata.io/getting-started-with-kudu/">phData</a>
	blog with their permission.</p>

	<p>Five years ago, enabling Data Science and Advanced Analytics on the
	Hadoop platform was hard. Organizations required strong Software Engineering
	capabilities to successfully implement complex Lambda architectures or even
	simply implement continuous ingest. Updating or deleting data, were simply a
	nightmare. General Data Protection Regulation (GDPR) would have been an extreme
	challenge at that time.
	<!--more-->
	In that context, on October 11th 2012 Todd Lipcon perform Apache Kudu’s initial
	commit. The commit message was:</p>

	<pre><code>Code for writing cfiles seems to basically work
	Need to write code for reading cfiles, still
	</code></pre>

	<p>And Kudu development was off and running. Around this same time Todd, on his
	internal Wiki page, started listing out the papers he was reading to develop
	the theoretical background for creating Kudu. I followed along, reading as many
	as I could, understanding little, because I knew Todd was up to something
	important. About a year after that initial commit, I got my
	<a href="https://github.com/apache/kudu/commit/1d7e6864b4a31d3fe6897e4cb484dfcda6608d43">Kudu first commit</a>,
	documenting the upper bound of a library. This is a small contribution of which I am still
	proud.</p>

	<p>In the meantime, I was lucky enough to be a founder of a Hadoop Managed Services
	and Consulting company known as <a href="http://phdata.io/">phData</a>. We found that a majority
	of our customers had use cases which Kudu vastly simplified. Whether it’s Change Data
	Capture (CDC) from thousands of source tables to Internet of Things (IoT) ingest, Kudu
	makes life much easier as both an operator of a Hadoop cluster and a developer providing
	business value on the platform.</p>

	<p>Through this work, I was lucky enough to be a co-author of
	<a href="http://shop.oreilly.com/product/0636920065739.do">Getting Started with Kudu</a>.
	The book is a summation of mine and our co-authors, Jean-Marc Spaggiari, Mladen
	Kovacevic, and Ryan Bosshart, learnings while cutting our teeth on early versions
	of Kudu. Specifically you will learn:</p>

	<ul>
	<li>Theoretical understanding of Kudu concepts in simple plain spoken words and simple diagrams</li>
	<li>Why, for many use cases, using Kudu is so much easier than other ecosystem storage technologies</li>
	<li>How Kudu enables Hybrid Transactional/Analytical Processing (HTAP) use cases</li>
	<li>How to design IoT, Predictive Modeling, and Mixed Platform Solutions using Kudu</li>
	<li>How to design Kudu Schemas</li>
	</ul>

	<p><img src="/img/2018-08-06-getting-started-with-kudu-an-oreilly-title.gif" alt="Getting Started with Kudu Cover" class="img-responsive" /></p>

	<p>Looking forward, I am excited to see Kudu gain additional features and adoption
	and eventually the second revision of this title. In the meantime, if you have
	feedback or questions, please reach out on the <code>#getting-started-kudu</code> channel of
	the <a href="https://getkudu-slack.herokuapp.com/">Kudu Slack</a> or if you prefer non-real-time
	communication, please use the user@ mailing list!</p>

	</div>
	</article>


	</div>
	<div class="col-lg-3 recent-posts">
	<h3>Recent posts</h3>
	<ul>

	<li> <a href="/2019/11/20/apache-kudu-1-11-1-release.html">Apache Kudu 1.11.1 released</a> </li>

	<li> <a href="/2019/11/20/apache-kudu-1-10-1-release.html">Apache Kudu 1.10.1 released</a> </li>

	<li> <a href="/2019/07/09/apache-kudu-1-10-0-release.html">Apache Kudu 1.10.0 Released</a> </li>

	<li> <a href="/2019/04/30/location-awareness.html">Location Awareness in Kudu</a> </li>

	<li> <a href="/2019/04/22/fine-grained-authorization-with-apache-kudu-and-impala.html">Fine-Grained Authorization with Apache Kudu and Impala</a> </li>

	<li> <a href="/2019/03/19/testing-apache-kudu-applications-on-the-jvm.html">Testing Apache Kudu Applications on the JVM</a> </li>

	<li> <a href="/2019/03/15/apache-kudu-1-9-0-release.html">Apache Kudu 1.9.0 Released</a> </li>

	<li> <a href="/2019/03/05/transparent-hierarchical-storage-management-with-apache-kudu-and-impala.html">Transparent Hierarchical Storage Management with Apache Kudu and Impala</a> </li>

	<li> <a href="/2018/12/11/call-for-posts.html">Call for Posts</a> </li>

	<li> <a href="/2018/10/26/apache-kudu-1-8-0-released.html">Apache Kudu 1.8.0 Released</a> </li>

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	<li> <a href="/2018/07/10/instrumentation-in-kudu.html">Instrumentation in Apache Kudu</a> </li>

	<li> <a href="/2018/03/23/apache-kudu-1-7-0-released.html">Apache Kudu 1.7.0 released</a> </li>

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