An advanced environment supporting structured parallel programming in Java

In this work we present Lithium, a pure Java structured parallel programming environment based on skeletons (common, reusable and efficient parallelism exploitation patterns). Lithium is implemented as a Java package and represents both the first skeleton based programming environment in Java and th...

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Vydáno v:Future generation computer systems Ročník 19; číslo 5; s. 611 - 626
Hlavní autoři: Aldinucci, M., Danelutto, M., Teti, P.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.07.2003
Témata:
Java
Macro-data flow
Optimizations
Parallel programming
Skeletons
Macro-data flow
Java
Skeletons
Parallel programming
Optimizations
ISSN:0167-739X, 1872-7115
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Shrnutí:In this work we present Lithium, a pure Java structured parallel programming environment based on skeletons (common, reusable and efficient parallelism exploitation patterns). Lithium is implemented as a Java package and represents both the first skeleton based programming environment in Java and the first complete skeleton based Java environment exploiting macro-data flow implementation techniques. Lithium supports a set of user code optimizations which are based on skeleton rewriting techniques. These optimizations improve both absolute performance and resource usage with respect to original user code. Parallel programs developed using the library run on any network of workstations provided the workstations support plain JRE. The paper describes the library implementation, outlines the optimization techniques used and eventually presents the performance results obtained on both synthetic and real applications.
Bibliografie:ObjectType-Article-2
SourceType-Scholarly Journals-1
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content type line 23
ISSN:0167-739X
1872-7115
DOI:10.1016/S0167-739X(02)00172-3