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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Apache Ignite - Hazelcast Replacement</title>
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</head>
<body>
<div id="wrapper">
<!--#include virtual="/includes/header.html" -->
<main id="main" role="main" class="container">
<section id="benchmarksconfiguration" class="usecase-page-section">
<h2 class="first">Ignite vs Hazelcast Benchmarks</h2>
<p>
Benchmarks were performed on Ignite 1.0.0 and Hazelcast 3.5 to evaluate and compare
their performance for various cache operations and SQL based cache queries. The results
obtained provide throughput, latency, and percentile probes measuring various metrics during
benchmark execution.
</p>
<div class="row">
<div class="col-sm-8 col-md-7 col-xs-12">
<table class="formatted" name="Technical Details Apache Ignite vs Hazelcast Benchmarks">
<thead>
<tr>
<th colspan="2" style="text-align:center;">
Technical Details
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Hardware</b></td>
<td>c4.2xlarge</td>
</tr>
<tr>
<td><b>CPU</b></td>
<td>8</td>
</tr>
<tr>
<td><b>RAM (GB)</b></td>
<td>15</td>
</tr>
<tr>
<td><b>Number of Nodes</b></td>
<td>4</td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section id="atomic-putandgetbenchmark" class="page-section">
<h3>Atomic Put and Get Benchmark</h3>
<br/>
<div class="col-sm-12 col-md-12 col-xs-12" style="padding:0;">
<div class="col-sm-6 col-md-6 col-xs-12" style="padding-left:0; padding-right:0;">
<table class="formatted benchmarks" name="Atomic Put and Get Benchmark Apache Ignite vs Hazelcast Throughput operations per sec">
<thead>
<tr>
<th colspan="2">
Throughput, operations/sec<br/>
<span style="font-weight:normal;font-size:smaller;">Bigger number represents better throughput</span>
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Apache Ignite</b></td>
<td>76,768</td>
</tr>
<tr>
<td><b>Hazelcast</b></td>
<td>74,066</td>
</tr>
</tbody>
</table>
</div>
<div class="col-sm-6 col-md-6 col-xs-12" style="padding-left:0; padding-right:0">
<table class="formatted benchmarks" name="Atomic Put and Get Benchmark Apache Ignite vs Hazelcast Latency milliseconds">
<thead>
<tr>
<th colspan="2">
Latency, milliseconds<br/>
<span style="font-weight:normal;font-size:smaller;">Smaller number represents better latency</span>
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Apache Ignite</b></td>
<td>0.83</td>
</tr>
<tr>
<td><b>Hazelcast</b></td>
<td>0.86</td>
</tr>
</tbody>
</table>
</div>
</div>
<p>
<a href="/benchmarks/ignite-vs-hazelcast/002-ignite-atomic-put-get-1-backup/Results.html">
See graph <i class="fa fa-angle-double-right"></i></a>
</p>
</section>
<section id="opt-tx-putandgetbenchmark" class="page-section">
<h3>Transactional Put and Get Benchmark</h3>
<br/>
<div class="col-sm-12 col-md-12 col-xs-12" style="padding:0;">
<div class="col-sm-6 col-md-6 col-xs-12" style="padding-left:0; padding-right:0;">
<table class="formatted benchmarks" name="Transactional Put and Get Benchmark Apache Ignite vs Hazelcast Throughput operations per sec">
<thead>
<tr>
<th colspan="2">
Throughput, operations/sec<br/>
<span style="font-weight:normal;font-size:smaller;">Bigger number represents better throughput</span>
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Apache Ignite</b></td>
<td>34,430</td>
</tr>
<tr>
<td><b>Hazelcast</b></td>
<td>22,185</td>
</tr>
</tbody>
</table>
</div>
<div class="col-sm-6 col-md-6 col-xs-12" style="padding-left:0; padding-right:0">
<table class="formatted benchmarks" name="Transactional Put and Get Benchmark Apache Ignite vs Hazelcast Latency milliseconds">
<thead>
<tr>
<th colspan="2">
Latency, milliseconds<br/>
<span style="font-weight:normal;font-size:smaller;">Smaller number represents better latency</span>
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Apache Ignite</b></td>
<td>1.8</td>
</tr>
<tr>
<td><b>Hazelcast</b></td>
<td>2.8</td>
</tr>
</tbody>
</table>
</div>
</div>
<p>
<a href="/benchmarks/ignite-vs-hazelcast/002-ignite-tx-put-get-1-backup/Results.html">
See graph <i class="fa fa-angle-double-right"></i></a>
</p>
</section>
<section id="sqlquerybenchmark" class="page-section">
<h3>SQL Query Benchmark</h3>
<br/>
<div class="col-sm-12 col-md-12 col-xs-12" style="padding:0;">
<div class="col-sm-6 col-md-6 col-xs-12" style="padding-left:0; padding-right:0;">
<table class="formatted benchmarks" name="SQL Query Benchmark Apache Ignite vs Hazelcast Throughput operations per sec">
<thead>
<tr>
<th colspan="2">
Throughput, operations/sec<br/>
<span style="font-weight:normal;font-size:smaller;">Bigger number represents better throughput</span>
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Apache Ignite</b></td>
<td>32,467</td>
</tr>
<tr>
<td><b>Hazelcast</b></td>
<td>24</td>
</tr>
</tbody>
</table>
</div>
<div class="col-sm-6 col-md-6 col-xs-12" style="padding-left:0; padding-right:0">
<table class="formatted benchmarks" name="SQL Query Benchmark Apache Ignite vs Hazelcast Latency milliseconds">
<thead>
<tr>
<th colspan="2">
Latency, milliseconds<br/>
<span style="font-weight:normal;font-size:smaller;">Smaller number represents better latency</span>
</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Apache Ignite</b></td>
<td>1.9</td>
</tr>
<tr>
<td><b>Hazelcast</b></td>
<td>2576</td>
</tr>
</tbody>
</table>
</div>
</div>
<p>
<a href="/benchmarks/ignite-vs-hazelcast/001-ignite-sql-query-1-backup/Results.html">
See graph <i class="fa fa-angle-double-right"></i></a>
</p>
</section>
<br/>
<section class="page-section">
<h3>More Benchmarks</h3>
<p>
Ignite and all other benchmarks are written on top of Yardstick Benchmarking Framework, hosted on
<a href="https://github.com/apacheignite/yardstick-ignite" target="_blank">GitHub</a>
where you can find full documentation.
</p>
</section>
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