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hlpp'11 - Proceedings of the 5th International workshop on high-level parallel programming and applications

HLPP'11 - Proceedings of the 5th International Workshop on H...

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5th acm sigplan workshop on high-level parallel programming and applications, hlpp 2011

ISBN: (纸本)9781450308625

the proceedings contain 4 papers. the topics discussed include: cache size in a cost model for heterogeneous skeletons;an efficient skew-insensitive algorithm for join processing on grid architectures;formally specifying and analyzing a parallel virtual machine for lazy functional languages using Maude;and type system for a safe execution of parallel programs in BSML.

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hlpp'11 - Proceedings of the 5th International workshop on high-level parallel programming and applications: Foreword

HLPP'11 - Proceedings of the 5th International Workshop on H...

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hlpp'11 - Proceedings of the 5th International workshop on high-level parallel programming and applications 2011年 iii页

作者： Matsuzaki, Kiminori Kochi University of Technology Japan

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Type System for a Safe Execution of parallel Programs in BSML

Type System for a Safe Execution of Parallel Programs in BSM...

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5th acm sigplan workshop on high-level parallel programming and applications (hlpp 2011)

作者： Gaya, Frederic Gesbert, Louis Loulergue, Frederic Univ Paris E Creteil LACL Creteil France

ISBN: (纸本)9781450308625

BSML, or Bulk Synchronous parallel ML, is a high-level language based on ML and dedicated to parallel computation. In this paper, an extended type system that guarantees the safety of parallel programs is presented. It prevents non-determinism and deadlocks by ensuring that the invariants needed to preserve the structured parallelism are verified. Imperative extensions (references, exceptions) are included, and the system is designed for compatibility with modules.

关键词： Functional programming parallel programming Bulk Synchronous parallelism Formal Semantics

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Formally specifying and analyzing a parallel virtual machine for lazy functional languages using Maude

Formally specifying and analyzing a parallel virtual machine...

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5th acm sigplan workshop on high-level parallel programming and applications, hlpp 2011

作者： Fourtounis, Georgios Ölveczky, Peter Csaba Papaspyrou, Nikolaos School of Electrical and Computer Eng. National Technical University of Athens Athens Greece Department of Informatics University of Oslo Oslo Norway

ISBN: (纸本)9781450308625

Pure lazy functional languages are a promising programming paradigm for harvesting massive parallelism, as their abstraction features and lack of side effects support the development of modular programs without unneeded serialization. We give a new formal message passing semantics for implicitly parallel execution of a lazy functional programming language, based on the intensional transformation that converts programs in functional style to a form that can be executed in a dataflow paradigm. We use rewriting logic to define the semantics of our parallel virtual machine and we use the Maude tool to formally analyze our model. We also briefly discuss a prototype parallel implementation of our model in Erlang. © 2011 acm.

关键词： Semantics

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Cache Size in a Cost Model for Heterogeneous Skeletons

Cache Size in a Cost Model for Heterogeneous Skeletons

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5th acm sigplan workshop on high-level parallel programming and applications (hlpp 2011)

作者： Armih, Khari Michaelson, Greg Trinder, Phil Heriot Watt Univ Edinburgh Midlothian Scotland

ISBN: (纸本)9781450308625

high performance architectures are increasingly heterogeneous with shared and distributed memory components. programming such architectures is complicated and performance portability is a major issue as the architectures evolve. this Paper proposes a new architectural cost model that accounts for cache size and improves on heterogeneous architectures, and demonstrates a skeleton-based programming model that simplifies programming heterogeneous architectures. We further demonstrate that the cost model can be exploited by skeletons to improve load balancing on heterogeneous architectures. the heterogeneous skeleton model facilitates performance portability, using the architectural cost model to automatically balance load across heterogeneous components of the architecture. For both a data parallel benchmark, and realistic image processing program we obtain good performance for the heterogeneous skeleton on homogeneous shared and distributed memory architectures, and on three heterogeneous architectures. We also show that taking cache size into account in the model leads to improved balance and performance.

关键词： parallel Skeleton Heterogeneous Cost model

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