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<!DOCTYPE html>
<html style="height: 100%;">
<head>
<meta charset="utf-8" />
<link rel="icon" id="spng-favicon" href="//www.ibm.com/favicon.ico">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta http-equiv="Content-Language" content="EN" />
<meta name="viewport" content="initial-scale=1.0, maximum-scale=1.0, minimum-scale=1.0, user-scalable=no, minimal-ui">
<title>z/OS - IBM Open Data Analytics for z/OS</title>
<link rel="stylesheet" href="./w3ds/w3ds.css" type="text/css">
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<link rel="stylesheet" href="./w3ds/w3ds-data-tables.css" type="text/css">
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<link rel="stylesheet" href="./w3ds/w3ds-prism.css" rel="text/css" />
<link rel="stylesheet" href="./styles/styles.css" rel="text/css" />
</head>
<body class="ds-has-sticky-footer">
<div class="ds-grid">
<div class="ds-row">
<div class="ds-col-xs-12 ds-col-lg-12">
<div class="ds-row">
<div class="ds-col-xs-6 ds-col-sm-8 ds-col-lg-9 ds-col-8">
<h4 class="ds-heading-4 ds-padding-top-0_5">
<span class="ds-link-unstyled ds-padding-1 ds-display-inline-block">
IBM <small><strong>Z</strong></small>
</span>
</h4>
</div>
<div class="ds-col-xs-3 ds-col-sm-2 ds-col-lg-1 ds-col-3 ds-padding-top-1"><a class="ds-button ds-flat tray-nav-close active" href="https://izODA.github.io/">Home</a></div>
<div class="ds-col-xs-3 ds-col-sm-2 ds-col-lg-1 ds-col-3 ds-padding-top-1"><a class="ds-button ds-flat tray-nav-close" href="https://izODA.github.io/spark/">Spark</a></div>
<div class="ds-col-xs-3 ds-col-sm-2 ds-col-lg-1 ds-col-3 ds-padding-top-1"><a class="ds-button ds-flat tray-nav-close" href="https://izODA.github.io/odl/">ODL</a></div>
<div class="ds-col-xs-3 ds-col-sm-2 ds-col-lg-1 ds-col-3 ds-padding-top-1"><a class="ds-button ds-flat tray-nav-close" href="https://izODA.github.io/anaconda/">Anaconda</a></div>
<div class="ds-col-xs-3 ds-col-sm-2 ds-col-lg-1 ds-col-3 ds-padding-top-1"><a class="ds-button ds-flat tray-nav-close" href="https://izODA.github.io/ecosystem/">Ecosystem</a></div>
</div>
</div>
</div>
<div class="ds-row">
<div class="ds-col-12">
<div class="ds-row ds-padding-top-3" style="background-image: url(https://izODA.github.io/images/ibm_z14_banner.jpg);background-position:center;background-size:cover;background-repeat:no-repeat;">
<div class="ds-col-xs-10 ds-offset-xs-1 ds-padding-bottom-3">
<h1 class="ds-heading-2 ds-text-light-color">
IBM Open Data Analytics for z/OS
</h1>
<p class="ds-margin-bottom-2 ds-text-light-color" style="color: #47E3C1 !important">
Analytics for the enterprise
</p>
</div>
</div>
</div>
<div class="ds-col-12">
<div class="ds-row ds-padding-top-3">
<div class="ds-col-xs-10 ds-offset-xs-1 ds-padding-bottom-3">
<h1 class="ds-heading-2">
IBM Open Data Analytics for z/OS
</h1>
<p>
Develop business insights from your most valuable enterprise data with IBM Open
Data Analytics for z/OS (IzODA). IzODA is an assembly of key open source and
proprietary technologies that allow data scientists and application developers to
analyze and visualize the large volumes of data hosted on IBM Z.
</p>
<p>
Federate your IBM Z environment with your existing analytics infrastructure across
platforms to bring compute capabilities to your original data sources. Avoid
unnecessary data movement, duplication of data, and know that the privacy and security
policies of your enterprise are being enforced.
</p>
<p>
Efficiently utilize the analytics skills of your organization by providing your
data scientists with the most popular application and data visualization interfaces
from the open source community. IzODA makes IBM Z look like any other data
source or compute node to this audience so that they can focus on analysis instead
of acquisition.
</p>
<h1 class="ds-heading-2 ds-padding-top-2">
What's Inside
</h1>
<p>IzODA is made up of 3 components:</p>
<div class="ds-row ds-padding-bottom-3">
<div class="ds-col-xs-12 ds-col-sm-12 ds-col-md-4 ds-col-lg-4 ds-col-4">
<div class="ds-panel ds-panel-raised">
<div class="ds-panel-container">
<h2 class="ds-margin-top-0">Apache Spark</h2>
<p class="ds-set-height-group-3 ds-panel-content ds-text-small ds-align-text-left">A fast and general engine for large-scale data processing</p>
<a href="spark/index.html" class="ds-button ds-primary ds-small teal">READ MORE</a>
</div>
</div>
</div>
<div class="ds-col-xs-12 ds-col-sm-12 ds-col-md-4 ds-col-lg-4 ds-col-4">
<div class="ds-panel ds-panel-raised">
<div class="ds-panel-container">
<h2 class="ds-margin-top-0">The Optimized Data Layer (ODL)</a></h2>
<p class="ds-set-height-group-3 ds-panel-content ds-text-small ds-align-text-left">A.K.A. the Mainframe Data Service (MDS). Provides common access to heterogeneous data sources.</p>
<a href="odl/index.html" class="ds-button ds-primary ds-small teal">READ MORE</a>
</div>
</div>
</div>
<div class="ds-col-xs-12 ds-col-sm-12 ds-col-md-4 ds-col-lg-4 ds-col-4">
<div class="ds-panel ds-panel-raised">
<div class="ds-panel-container">
<h2 class="ds-margin-top-0">Anaconda</h2>
<p class="ds-set-height-group-3 ds-panel-content ds-text-small ds-align-text-left">A leading open data science platform powered by Python</p>
<a href="anaconda/index.html" class="ds-button ds-primary ds-small teal">READ MORE</a>
</div>
</div>
</div>
</div>
<p>
IzODA contains two of the most popular code stacks used by the data science community - Apache
Spark and Anaconda, to analyze modern enterprise level volumes of data. The Optimized Data Layer
provides unique data abstraction capabilities that allow data scientists to reach key data sources
on and off the mainframe through a common interface.
</p>
<h1 class="ds-heading-2 ds-padding-top-2">
Reference Architecture
</h1>
<p>
IzODA works seamlessly with other compute nodes and ecosystem infrastructure to bring compute closer
to original data sources and reduce the need for unnecessary data transfer. This minimizes wasted
time and resource to perform Extract, Transform, and Load (ETL), while making results available to
your common data repository of choice.
</p>
<div class="ds-padding-1">
<img src="https://izODA.github.io/images/IzODA_ReferenceArchitecture.png" alt="Reference Architecture">
</div>
<h1 class="ds-heading-2 ds-padding-top-2">
The Analytics Ecosystem
</h1>
<p>
Access to Spark and Anaconda is generally handled through a set of open source packages
that system administrators and developers assemble into interfaces used by data scientists.
One of the most popular interfaces is the <a href="http://jupyter.org/" class="ds-text-blue-primary-2" style="color: #0a9577 !important">Jupyter Notebook</a>.
</p>
<p>
The <a href="https://izODA.github.io/ecosystem/" class="ds-text-blue-primary-2" style="color: #0a9577 !important">IzODA ecosystem</a> includes additional companion projects that simplify the creation of
these package assemblies, along with suggested configurations to enhance the security of
the end-to-end analytics environment. See the repositories below for more information.
</p>
<h1 class="ds-heading-2 ds-padding-top-2">
Samples, Examples, and Developer Journeys
</h1>
<p>
We have several
<a href="https://github.com/IzODA/examples/" class="ds-text-blue-primary-2" style="color: #0a9577 !important">
Scala and Python application examples</a> on our github to show how to use Spark and Anaconda.
</p>
<!--
<p>
See this
<a href="https://developer.ibm.com/code/journey/boost-insight-by-moving-analytics-closer-to-data/" class="ds-text-blue-primary-2" style="color: #0a9577 !important">
developerWorks Journey</a> that shows the advantages of bringing your compute close to your original
data sources on z/OS.
</p>
-->
<h1 class="ds-heading-2 ds-padding-top-2">
Our Blog
</h1>
<p>
We have an active <a href="https://izODA.github.io/blogs/" class="ds-text-blue-primary-2" style="color: #0a9577 !important">blog</a>
to highlight new developments, explain technical issues more deeply, and provide information about
key topics in analytics.
</p>
<h1 class="ds-heading-2 ds-padding-top-2">
Try It Out
</h1>
<p>
<a href="https://www-03.ibm.com/systems/z/resources/trials.html" class="ds-text-blue-primary-2" style="color: #0a9577 !important">
Try IBM Open Data Analytics for z/OS</a> - no installation required.
</p>
<div class="ds-padding-1" >
<img width="100%" src="https://izODA.github.io/images/IBMZ_Trials.png" alt="IBM Z Trials">
</div>
</div>
</div>
</div>
</div>
</div>
<footer class="ds-sticky-footer ds-grid ds-bg-neutral-warm-2" style="width: 100%; height: 110px;" >
<div class="ds-row">
<h5 class="ds-offset-xs-1 ds-col-xs-10 ds-padding-top-2_5 ds-heading-5">
<span class="ds-icon-github-l" style="position: relative; top: 1px; vertical-align: middle;"></span>
<a href="https://github.com/IzODA" target="_blank" class="ds-text-neutral-6 ds-font-weight-light">IzODA on GitHub</a>
</h5>
</div>
</footer>
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</body>
</html>