Method of Automated Generation of Autotuners for Parallel Programs

This paper introduces a formal model of a method for automated adjustment of parallel applications (autotuning). The software implementation of this model is described in the form of a flexible software framework for automatic generation of autotuners using an underlain term rewriting system and exp...

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Bibliographic Details
Published in:Cybernetics and systems analysis Vol. 50; no. 3; pp. 465 - 475
Main Authors: Ivanenko, P. A., Doroshenko, A. Yu
Format: Journal Article
Language:English
Published: Boston Springer US 01.05.2014
Springer
Springer Nature B.V
Subjects:
Algorithms
Analysis
Artificial Intelligence
Automation
Computer programs
Control
Cybernetics
Efficiency
Expenditures
Mathematical models
Mathematics
Mathematics and Statistics
Metadata
Methods
Optimization
Parallel processing
Parallel programming
Processor Architectures
Software
Software engineering
Software Engineering/Programming and Operating Systems
Studies
Systems Theory
Technology application
Transformations
term rewriting system
parallel computation
autotuning
program optimization
ISSN:1060-0396, 1573-8337
Online Access:Get full text
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Description
Summary:This paper introduces a formal model of a method for automated adjustment of parallel applications (autotuning). The software implementation of this model is described in the form of a flexible software framework for automatic generation of autotuners using an underlain term rewriting system and expert knowledge as a source of optimizing transformations.
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ISSN:1060-0396
1573-8337
DOI:10.1007/s10559-014-9635-3