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zrlkau committed Dec 11, 2017
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@@ -45,7 +45,7 @@ Crail can accelerate various I/O tasks of Spark Applications, namely shuffle, br

The next figure shows a high level view of CoCoA's communication pattern with 2 workers and 1 driver process. Blue arrows represent broadcast communication whereas green arrows represent a reduce operation.

<div style="text-align:center"><img src ="/img/blog/crail-machine-learning/cocoa.svg" width="550"/></div>
<div style="text-align:center"><img src ="/img/blog/crail-machine-learning/cocoa.svg" width="250"/></div>

The first step in accelerating this workload was to analyze where time is being spent. An initial breakdown resulted in this

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