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Kalyanasundaram Somasundaram
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<title>Architecture of Hadoop - school_of_sre</title>
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<a href="../../linux_networking/ipr/">Routing and Conclusion</a>
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<a href="../usage/">Usage of Big Data techniques</a>
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<title>Evolution of Hadoop - school_of_sre</title>
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<a href="../../linux_networking/dns/">DNS</a>
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<a href="../../linux_networking/udp/">UDP</a>
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<li >
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<a href="../../linux_networking/ipr/">Routing and Conclusion</a>
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Big Data <b class="caret"></b></a>
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<ul class="dropdown-menu">
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<a href="../intro/">Introduction</a>
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<a href="../overview/">Overview of Big Data</a>
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<a href="../usage/">Usage of Big Data techniques</a>
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<a href="../architecture/">Architecture of Hadoop</a>
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<a href="../tasks/">Tasks and conclusion</a>
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<a href="../../security/network_security/">Network Security</a>
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</li>
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<li >
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<title>Introduction - school_of_sre</title>
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<title>Introduction - SchoolOfSRE</title>
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<a class="navbar-brand" href="../..">school_of_sre</a>
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<a href="../..">Home</a>
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</li>
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Git <b class="caret"></b></a>
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<ul class="dropdown-menu">
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<a href="../../git/git-basics/">Git Basics</a>
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<li >
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<a href="../../git/branches/">Working With Branches</a>
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</li>
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<li >
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<a href="../../git/github-hooks/">Github and Hooks</a>
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<a href="#">Linux Networking</a>
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<ul class="dropdown-menu">
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<li >
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<a href="../../linux_networking/intro/">Introduction</a>
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</li>
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<li >
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<a href="../../linux_networking/dns/">DNS</a>
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</li>
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<li >
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<a href="../../linux_networking/udp/">UDP</a>
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<a href="../../linux_networking/tcp/">TCP</a>
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</li>
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<li >
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<a href="../../linux_networking/ipr/">Routing and Conclusion</a>
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</li>
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</ul>
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</li>
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</ul>
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</li>
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</li>
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<li class="dropdown active">
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Big Data <b class="caret"></b></a>
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Data <b class="caret"></b></a>
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<ul class="dropdown-menu">
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<li class="dropdown-submenu">
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<a href="#">Big Data</a>
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<ul class="dropdown-menu">
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<li class="active">
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<a href="./">Introduction</a>
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</li>
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<li >
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<a href="../overview/">Overview of Big Data</a>
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</li>
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<li >
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<a href="../usage/">Usage of Big Data techniques</a>
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</li>
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<li >
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<a href="../evolution/">Evolution of Hadoop</a>
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</li>
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<li >
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<a href="../architecture/">Architecture of Hadoop</a>
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</li>
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<li >
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<a href="../tasks/">Tasks and conclusion</a>
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</ul>
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</ul>
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</li>
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<a href="../../security/network_security/">Network Securuty</a>
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</li>
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<li >
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<div class="container">
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<div class="col-md-3"><div class="bs-sidebar hidden-print affix well" role="complementary">
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<ul class="nav bs-sidenav">
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<li class="main active"><a href="#school-of-sre-big-data">School of SRE: Big Data</a></li>
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<li><a href="#pre-reads">Pre - Reads</a></li>
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<li><a href="#target-audience">Target Audience</a></li>
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<li><a href="#what-to-expect-from-this-training">What to expect from this training</a></li>
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||||
<li><a href="#what-is-not-covered-under-this-training">What is not covered under this training</a></li>
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<li><a href="#toc">TOC:</a></li>
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<li class="main active"><a href="#big-data">Big Data</a></li>
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<li><a href="#prerequisites">Prerequisites</a></li>
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<li><a href="#what-to-expect-from-this-course">What to expect from this course</a></li>
|
||||
<li><a href="#what-is-not-covered-under-this-course">What is not covered under this course</a></li>
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<li><a href="#course-content">Course Content</a></li>
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</ul>
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</div></div>
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<div class="col-md-9" role="main">
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<h1 id="school-of-sre-big-data">School of SRE: Big Data</h1>
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<h2 id="pre-reads">Pre - Reads</h2>
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<h1 id="big-data">Big Data</h1>
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<h2 id="prerequisites">Prerequisites</h2>
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<ul>
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<li>Basics of Linux File systems.</li>
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<li>Basic understanding of System Design.</li>
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</ul>
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<h2 id="target-audience">Target Audience</h2>
|
||||
<p>The concept of Big Data has been around for years; most organizations now understand that if they capture all the data that streams into their businesses, they can apply analytics and get significant value from it.
|
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This training material covers the basics of Big Data(using Hadoop) for beginners, who would like to quickly get started and get their hands dirty in this domain.</p>
|
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<h2 id="what-to-expect-from-this-training">What to expect from this training</h2>
|
||||
<h2 id="what-to-expect-from-this-course">What to expect from this course</h2>
|
||||
<p>This course covers the basics of Big Data and how it has evolved to become what it is today. We will take a look at a few realistic scenarios where Big Data would be a perfect fit. An interesting assignment on designing a Big Data system is followed by understanding the architecture of Hadoop and the tooling around it. </p>
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<h2 id="what-is-not-covered-under-this-training">What is not covered under this training</h2>
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<h2 id="what-is-not-covered-under-this-course">What is not covered under this course</h2>
|
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<p>Writing programs to draw analytics from data.</p>
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<h2 id="toc">TOC:</h2>
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<h2 id="course-content">Course Content</h2>
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<h3 id="table-of-contents">Table of Contents</h3>
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<ol>
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<li>Overview of Big Data</li>
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||||
<li>Usage of Big Data techniques</li>
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<li>Evolution of Hadoop</li>
|
||||
<li>Architecture of hadoop<ol>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/overview/">Overview of Big Data</a></li>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/overview/">Usage of Big Data techniques</a></li>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/evolution/">Evolution of Hadoop</a></li>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/architecture/">Architecture of hadoop</a><ol>
|
||||
<li>HDFS</li>
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<li>Yarn</li>
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||||
</ol>
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||||
</li>
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<li>MapReduce framework</li>
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||||
<li>Other tooling around hadoop<ol>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/architecture/#mapreduce-framework">MapReduce framework</a></li>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/architecture/#other-tooling-around-hadoop">Other tooling around hadoop</a><ol>
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||||
<li>Hive</li>
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<li>Pig</li>
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<li>Spark</li>
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<li>Presto</li>
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||||
</ol>
|
||||
</li>
|
||||
<li>Data Serialisation and storage</li>
|
||||
<li><a href="https://linkedin.github.io/school-of-sre/big_data/architecture/#data-serialisation-and-storage">Data Serialisation and storage</a></li>
|
||||
</ol></div>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -8,7 +8,7 @@
|
||||
|
||||
|
||||
<link rel="shortcut icon" href="../../img/favicon.ico">
|
||||
<title>Overview of Big Data - school_of_sre</title>
|
||||
<title>Overview of Big Data - SchoolOfSRE</title>
|
||||
<link href="../../css/bootstrap-custom.min.css" rel="stylesheet">
|
||||
<link href="../../css/font-awesome.min.css" rel="stylesheet">
|
||||
<link href="../../css/base.css" rel="stylesheet">
|
||||
@@ -39,7 +39,7 @@
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|
||||
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|
||||
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|
||||
<a class="navbar-brand" href="../..">school_of_sre</a>
|
||||
<a class="navbar-brand" href="../..">SchoolOfSRE</a>
|
||||
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|
||||
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@@ -50,49 +50,56 @@
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<a href="../../git/git-basics/">Git Basics</a>
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||||
|
||||
<li >
|
||||
<a href="../../git/branches/">Working With Branches</a>
|
||||
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|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../git/github-hooks/">Github and Hooks</a>
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<ul class="dropdown-menu">
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<a href="../../linux_networking/intro/">Introduction</a>
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||||
|
||||
<li >
|
||||
<a href="../../linux_networking/dns/">DNS</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/udp/">UDP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/http/">HTTP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/tcp/">TCP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/ipr/">Routing and Conclusion</a>
|
||||
</li>
|
||||
</ul>
|
||||
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|
||||
</ul>
|
||||
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|
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<li class="dropdown">
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@@ -146,32 +153,38 @@
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</ul>
|
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<li class="dropdown active">
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Big Data <b class="caret"></b></a>
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<a href="#">Big Data</a>
|
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<ul class="dropdown-menu">
|
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|
||||
<li >
|
||||
<a href="../intro/">Introduction</a>
|
||||
</li>
|
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|
||||
|
||||
<li class="active">
|
||||
<a href="./">Overview of Big Data</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../usage/">Usage of Big Data techniques</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../evolution/">Evolution of Hadoop</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../architecture/">Architecture of Hadoop</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../tasks/">Tasks and conclusion</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="dropdown">
|
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@@ -187,7 +200,7 @@
|
||||
</li>
|
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|
||||
<li >
|
||||
<a href="../../security/network_security/">Network Securuty</a>
|
||||
<a href="../../security/network_security/">Network Security</a>
|
||||
</li>
|
||||
|
||||
<li >
|
||||
|
||||
@@ -8,7 +8,7 @@
|
||||
|
||||
|
||||
<link rel="shortcut icon" href="../../img/favicon.ico">
|
||||
<title>Tasks and conclusion - school_of_sre</title>
|
||||
<title>Tasks and conclusion - SchoolOfSRE</title>
|
||||
<link href="../../css/bootstrap-custom.min.css" rel="stylesheet">
|
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<link href="../../css/font-awesome.min.css" rel="stylesheet">
|
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<link href="../../css/base.css" rel="stylesheet">
|
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@@ -39,7 +39,7 @@
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<span class="icon-bar"></span>
|
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<span class="icon-bar"></span>
|
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</button>
|
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<a class="navbar-brand" href="../..">school_of_sre</a>
|
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<a class="navbar-brand" href="../..">SchoolOfSRE</a>
|
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|
||||
<!-- Expanded navigation -->
|
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@@ -50,49 +50,56 @@
|
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<a href="../..">Home</a>
|
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</li>
|
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<li class="dropdown">
|
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Git <b class="caret"></b></a>
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Fundamentals Series <b class="caret"></b></a>
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<ul class="dropdown-menu">
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<li class="dropdown-submenu">
|
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<a href="#">Git</a>
|
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<ul class="dropdown-menu">
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|
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<li >
|
||||
<a href="../../git/git-basics/">Git Basics</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../git/branches/">Working With Branches</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../git/github-hooks/">Github and Hooks</a>
|
||||
</li>
|
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</ul>
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<li class="dropdown">
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Linux Networking <b class="caret"></b></a>
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<li class="dropdown-submenu">
|
||||
<a href="#">Linux Networking</a>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/intro/">Introduction</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/dns/">DNS</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/udp/">UDP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/http/">HTTP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/tcp/">TCP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/ipr/">Routing and Conclusion</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
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<li class="dropdown">
|
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@@ -146,32 +153,38 @@
|
||||
</ul>
|
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</li>
|
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<li class="dropdown active">
|
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Big Data <b class="caret"></b></a>
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Data <b class="caret"></b></a>
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<ul class="dropdown-menu">
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<li class="dropdown-submenu">
|
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<a href="#">Big Data</a>
|
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<ul class="dropdown-menu">
|
||||
|
||||
<li >
|
||||
<a href="../intro/">Introduction</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../overview/">Overview of Big Data</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../usage/">Usage of Big Data techniques</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../evolution/">Evolution of Hadoop</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../architecture/">Architecture of Hadoop</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li class="active">
|
||||
<a href="./">Tasks and conclusion</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="dropdown">
|
||||
@@ -187,7 +200,7 @@
|
||||
</li>
|
||||
|
||||
<li >
|
||||
<a href="../../security/network_security/">Network Securuty</a>
|
||||
<a href="../../security/network_security/">Network Security</a>
|
||||
</li>
|
||||
|
||||
<li >
|
||||
|
||||
@@ -8,7 +8,7 @@
|
||||
|
||||
|
||||
<link rel="shortcut icon" href="../../img/favicon.ico">
|
||||
<title>Usage of Big Data techniques - school_of_sre</title>
|
||||
<title>Usage of Big Data techniques - SchoolOfSRE</title>
|
||||
<link href="../../css/bootstrap-custom.min.css" rel="stylesheet">
|
||||
<link href="../../css/font-awesome.min.css" rel="stylesheet">
|
||||
<link href="../../css/base.css" rel="stylesheet">
|
||||
@@ -39,7 +39,7 @@
|
||||
<span class="icon-bar"></span>
|
||||
<span class="icon-bar"></span>
|
||||
</button>
|
||||
<a class="navbar-brand" href="../..">school_of_sre</a>
|
||||
<a class="navbar-brand" href="../..">SchoolOfSRE</a>
|
||||
</div>
|
||||
|
||||
<!-- Expanded navigation -->
|
||||
@@ -50,49 +50,56 @@
|
||||
<a href="../..">Home</a>
|
||||
</li>
|
||||
<li class="dropdown">
|
||||
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Git <b class="caret"></b></a>
|
||||
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Fundamentals Series <b class="caret"></b></a>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
<li class="dropdown-submenu">
|
||||
<a href="#">Git</a>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
<li >
|
||||
<a href="../../git/git-basics/">Git Basics</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../git/branches/">Working With Branches</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../git/github-hooks/">Github and Hooks</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="dropdown">
|
||||
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Linux Networking <b class="caret"></b></a>
|
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<ul class="dropdown-menu">
|
||||
</ul>
|
||||
</li>
|
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|
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<li class="dropdown-submenu">
|
||||
<a href="#">Linux Networking</a>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/intro/">Introduction</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/dns/">DNS</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/udp/">UDP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/http/">HTTP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/tcp/">TCP</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../../linux_networking/ipr/">Routing and Conclusion</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="dropdown">
|
||||
@@ -146,32 +153,38 @@
|
||||
</ul>
|
||||
</li>
|
||||
<li class="dropdown active">
|
||||
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Big Data <b class="caret"></b></a>
|
||||
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Data <b class="caret"></b></a>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
<li class="dropdown-submenu">
|
||||
<a href="#">Big Data</a>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
<li >
|
||||
<a href="../intro/">Introduction</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../overview/">Overview of Big Data</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li class="active">
|
||||
<a href="./">Usage of Big Data techniques</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../evolution/">Evolution of Hadoop</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../architecture/">Architecture of Hadoop</a>
|
||||
</li>
|
||||
|
||||
|
||||
<li >
|
||||
<a href="../tasks/">Tasks and conclusion</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="dropdown">
|
||||
@@ -187,7 +200,7 @@
|
||||
</li>
|
||||
|
||||
<li >
|
||||
<a href="../../security/network_security/">Network Securuty</a>
|
||||
<a href="../../security/network_security/">Network Security</a>
|
||||
</li>
|
||||
|
||||
<li >
|
||||
|
||||
Reference in New Issue
Block a user