A Data-Driven Approach to Optimal Resource Management for Large-Scale Data Processing Platforms

In the era of Big Data, a variety of data processing and analysis frameworks (such as MapReduce/Hadoop, Dremel/Impala, and Storm) have emerged as a solution to support large-scale data processing and analysis tasks. The computing tasks from these frameworks are usually deployed and executed over sha...

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Bibliographic Details
Main Author: Yan, Wei
Other Authors: Amr A. Awadallah
Format: Others
Language:en
Published: VANDERBILT 2015
Subjects:
Online Access:http://etd.library.vanderbilt.edu/available/etd-07172015-094917/