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| Train and deploy distributed machine learning models |
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| <table class="comparison-matrix" name="comparison-matrix"> |
| <thead> |
| <tr> |
| <th data-toggle="tooltip" title="Feature Name">Feature</th> |
| <th data-toggle="tooltip" title="Relational Database">RDBMS</th> |
| <th data-toggle="tooltip" title="NoSQL Database">NoSQL</th> |
| <th data-toggle="tooltip" title="In-Memory Data Grid">IMDG</th> |
| <th data-toggle="tooltip" title="Apache Ignite™">Ignite™</th> |
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| <tr> |
| <td>Scalability</td> |
| <td><span class="cross-mark">✗</span> vertical</td> |
| <td><span class="check-mark">✓</span> horizontal</td> |
| <td><span class="check-mark">✓</span> horizontal</td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span> horizontal</b></td> |
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| <td>Availability</td> |
| <td><span class="cross-mark">✗</span> failover only</td> |
| <td><span class="check-mark">✓</span> high</td> |
| <td><span class="check-mark">✓</span> high</td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span> high</b></td> |
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| <tr> |
| <td>Consistency</td> |
| <td><span class="check-mark">✓</span> strong</td> |
| <td><span class="cross-mark">✗</span> eventual</td> |
| <td><span class="check-mark">✓</span> strong</td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span> strong</b></td> |
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| <td>In-Memory</td> |
| <td><span class="check-mark">✓</span> caching only</td> |
| <td><span class="cross-mark">✗</span></td> |
| <td><span class="check-mark">✓</span> in-memory store</td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span> in-memory store</b></td> |
| </tr> |
| <tr> |
| <td>Persistence</td> |
| <td><span class="check-mark">✓</span></td> |
| <td><span class="check-mark">✓</span></td> |
| <td><span class="cross-mark">✗</span></td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span></b></td> |
| </tr> |
| <tr> |
| <td>SQL</td> |
| <td><span class="check-mark">✓</span></td> |
| <td><span class="cross-mark">✗</span></td> |
| <td><span class="cross-mark">✗</span></td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span></b></td> |
| </tr> |
| <tr> |
| <td>Key-Value</td> |
| <td><span class="cross-mark">✗</span></td> |
| <td><span class="check-mark">✓</span></td> |
| <td><span class="check-mark">✓</span></td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span></b></td> |
| </tr> |
| <tr> |
| <td>Collocated Processing</td> |
| <td><span class="cross-mark">✗</span></td> |
| <td><span class="cross-mark">✗</span></td> |
| <td><span class="check-mark">✓</span></td> |
| <td class="highlight-ignite-comparison"><span class="check-mark">✓</span></b></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| <table class="comparison-matrix-mobile" name="comparison-matrix-sm"> |
| <thead> |
| <tr><th>Scalability</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="cross-mark">✗</span> vertical</span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="check-mark">✓</span> horizontal</span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="check-mark">✓</span> horizontal</span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span> <b>horizontal</b></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>Availability</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="cross-mark">✗</span> failover only</span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="check-mark">✓</span> high</span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="check-mark">✓</span> high</span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span> <b>high</b></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>Consistency</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="check-mark">✓</span> strong</span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="cross-mark">✗</span> eventual</span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="check-mark">✓</span> strong</span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span> <b>strong</b></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>In-Memory</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="check-mark">✓</span> caching only</span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="check-mark">✓</span> in-memory store</span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span> <b>in-memory store</b></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>Persistence</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>SQL</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>Key-Value</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| </tbody> |
| <thead> |
| <tr><th>Collocated-Processing</th></tr> |
| </thead> |
| <tbody> |
| <tr><td><span class="left">RDBMS</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr><td><span class="left">NoSQL</span><span class="right"><span class="cross-mark">✗</span></span></td></tr> |
| <tr><td><span class="left">IMDG</span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
| <tr class="ignite"><td><span class="left"><b>Ignite™</b></span><span class="right"><span class="check-mark">✓</span></span></td></tr> |
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| <span class="screencast-duration">03:50</span> |
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| <div class="event-date">Feb 28</div> |
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| <a href="https://www.gridgain.com/resources/webinars/essentials-in-russian-part1" target="_blank" class="event-link"> |
| Basics of In-Memory Computing for architects and developers - Part 1</a><br/> |
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| Skyrocket Java applications with the open-source Apache Ignite</a><br/> |
| <span class="event-details">The Brussels Java User Group, Speaker - Akmal Chaudhri</span> |
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| <div class="event-date">Mar 06</div> |
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| <a href="https://www.meetup.com/Amsterdam-Kubernetes-Meetup/events/247989650/" target="_blank" class="event-link"> |
| Distributed Database DevOps Dilemmas? Kubernetes to the rescue!</a><br/> |
| <span class="event-details">Amsterdam Kubernetes/Cloud-Native Meetup, Speaker - Akmal Chaudhri</span> |
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| <div class="event-date">Mar 07</div> |
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| Catch an intro to the Java-powered Apache Ignite - memory-centric distributed platform</a><br/> |
| <span class="event-details">Amsterdam Java User Group, Speaker - Akmal Chaudhri</span> |
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| <div class="event-date">Mar 08</div> |
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| <a href="https://www.meetup.com/Amsterdam-Java-User-Group/events/246975240/" target="_blank" class="event-link"> |
| In-Memory Computing Essentials for Java Developers</a><br/> |
| <span class="event-details">Amsterdam Java User Group Workshop, Speaker - Akmal Chaudhri</span> |
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