Practical considerations in development of a parallel SKYHI general circulation model

We have developed a parallel version of the SKYHI atmospheric general circulation model. The new parallel model has been designed for shared and distributed memory machines that support data parallel, message passing or worksharing programming paradigms. The newly developed model has a framework tha...

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Published in:Parallel computing Vol. 21; no. 10; pp. 1677 - 1694
Main Authors: Jones, Philip W., Kerr, Christopher L., Hemler, Richard S.
Format: Journal Article
Language:English
Published: Elsevier B.V 1995
Subjects:
Atmospheric general circulation model
Climate modeling
Codes (symbols)
Computer programming
Computer programming languages
Computer simulation
Data storage equipment
Distributed computer systems
Earth atmosphere
Message passing
Parallel processing systems
Shared-memory parallel computing
Spectral transform
Table lookup
Shared-memory parallel computing
Spectral transform
Message passing
Climate modeling
Atmospheric general circulation model
ISSN:0167-8191, 1872-7336
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Abstract We have developed a parallel version of the SKYHI atmospheric general circulation model. The new parallel model has been designed for shared and distributed memory machines that support data parallel, message passing or worksharing programming paradigms. The newly developed model has a framework that makes the code easier to understand, maintain, and modify, increasing the model's flexibility and scientific productivity. Numerous model changes are described (code design, programming models, language choice, data decomposition, communications, table lookups, memory management, and i/o) that were necessary to develop the model. The performance and verification of the model is described on several systems including a shared-memory machine with high-level worksharing and a distributed-memory system with a data parallel programming paradigm.
AbstractList We have developed a parallel version of the SKYHI atmospheric general circulation model. The new parallel model has been designed for shared and distributed memory machines that support data parallel, message passing or worksharing programming paradigms. The newly developed model has a framework that makes the code easier to understand, maintain, and modify, increasing the model's flexibility and scientific productivity. Numerous model changes are described (code design, programming models, language choice, data decomposition, communications, table lookups, memory management, and i/o) that were necessary to develop the model. The performance and verification of the model is described on several systems including a shared-memory machine with high-level worksharing and a distributed-memory system with a data parallel programming paradigm.
Author Jones, Philip W.
Kerr, Christopher L.
Hemler, Richard S.
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10.1029/JC086iC02p01205
10.1175/1520-0493(1973)101<0069:LGSFNT>2.3.CO;2
10.1175/1520-0493(1967)095<0509:NIOANL>2.3.CO;2
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Keywords Shared-memory parallel computing
Spectral transform
Message passing
Climate modeling
Atmospheric general circulation model
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Snippet We have developed a parallel version of the SKYHI atmospheric general circulation model. The new parallel model has been designed for shared and distributed...
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SubjectTerms Atmospheric general circulation model
Climate modeling
Codes (symbols)
Computer programming
Computer programming languages
Computer simulation
Data storage equipment
Distributed computer systems
Earth atmosphere
Message passing
Parallel processing systems
Shared-memory parallel computing
Spectral transform
Table lookup
Title Practical considerations in development of a parallel SKYHI general circulation model
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