A Green Perspective on Structured Parallel Programming

Structured parallel programming, and in particular programming models using the algorithmic skeleton or parallel design pattern concepts, are increasingly considered to be the only viable means of supporting effective development of scalable and efficient parallel programs. Structured parallel progr...

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Bibliographic Details
Published in:Proceedings - Euromicro Workshop on Parallel and Distributed Processing pp. 430 - 437
Main Authors: Danelutto, Marco, Torquati, Massimo, Kilpatrick, Peter
Format: Conference Proceeding Journal Article
Language:English
Published: IEEE 01.03.2015
Subjects:
algorithmic skeletons
Algorithms
Business
Conferences
DVFS
Energy consumption
energy efficiency
Multicore processing
Networks
parallel design patterns
Parallel processing
Parallel programming
power management
Programming
Skeleton
Tradeoffs
ISSN:1066-6192
Online Access:Get full text
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Summary:Structured parallel programming, and in particular programming models using the algorithmic skeleton or parallel design pattern concepts, are increasingly considered to be the only viable means of supporting effective development of scalable and efficient parallel programs. Structured parallel programming models have been assessed in a number of works in the context of performance. In this paper we consider how the use of structured parallel programming models allows knowledge of the parallel patterns present to be harnessed to address both performance and energy consumption. We consider different features of structured parallel programming that may be leveraged to impact the performance/energy trade-off and we discuss a preliminary set of experiments validating our claims.
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SourceType-Conference Papers & Proceedings-2
ISSN:1066-6192
DOI:10.1109/PDP.2015.116