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Algorithms and Framework for Energy Efficient Parallel Stream Computing on Many-Core Architectures
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ISBN: 9176856232 Year: 2016 Publisher: Linkopings Universitet

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Book
Algorithms and Framework for Energy Efficient Parallel Stream Computing on Many-Core Architectures
Author:
ISBN: 9789176856239 Year: 2016 Publisher: Linkopings Universitet

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This dissertation by Nicolas Melot investigates energy-efficient parallel stream computing on many-core architectures. The work focuses on optimizing execution speed and energy consumption through dataflow computing and pipelined execution of streaming applications. It introduces Drake, a tool for generating and testing pipelined applications on many-core architectures, and discusses methodologies for optimizing energy efficiency given a fixed throughput target. The research includes case studies using Intel SCC and Xeon processors and aims to advance the development and optimization of parallel processing techniques to address the growing demands of big data computing.

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