Next Generation MapReduce

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The next generation of Hadoop MapReduce

Arun C. Murthy presented the plans for the next generation of Apache Hadoop MapReduce. The MapReduce framework has hit a scalability limit around 4,000 machines. We are developing the next generation of MapReduce that factors the framework into a generic resource scheduler and a per-job, user-defined component that manages the application execution. Since downtime is more expensive at scale high-availability is built-in from the beginning; as are security and multi-tenancy to support many users on the larger clusters. The new architecture will also increase innovation, agility and hardware utilization.

More information and video available at:
http://developer.yahoo.com/blogs/hadoop/posts/2011/02/hug-feb-2011-recap/

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Next Generation MapReduce

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