An Extensible and Scalable Pilot-MapReduce Framework for Data Intensive Applications on Distributed Cyberinfrastructure

The volume and complexity of data that must be analyzed in scientific applications is increasing exponentially. Often, this data is distributed; thus, the ability to analyze data by localizing it will yield limited returns. Therefore, an efficient processing of large distributed datasets is required...

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Bibliographic Details
Main Author: Mantha, Pradeep Kumar
Other Authors: Jha, Shantenu
Format: Others
Language:en
Published: LSU 2012
Subjects:
Online Access:http://etd.lsu.edu/docs/available/etd-06282012-165206/