NDLI: The Paralax infrastructure: automatic parallelization with a helping hand

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The Paralax infrastructure: automatic parallelization with a helping hand

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The Paralax infrastructure: automatic parallelization with a helping hand

Content Provider	ACM Digital Library
Author	Vandierendonck, Hans De Bosschere, Koen Rul, Sean
Abstract	Speeding up sequential programs on multicores is a challenging problem that is in urgent need of a solution. Automatic parallelization of irregular pointer-intensive codes, exemplified by the SPECint codes, is a very hard problem. This paper shows that, with a helping hand, such auto-parallelization is possible and fruitful. This paper makes the following contributions: (i) A compiler-framework for extracting pipeline-like parallelism from outer program loops is presented. (ii) Using a light-weight programming model based on annotations, the programmer helps the compiler to find thread-level parallelism. Each of the annotations specifies only a small piece of semantic information that compiler analysis misses, e.g. stating that a variable is dead at a certain program point. The annotations are designed such that correctness is easily verified. Furthermore, we present a tool for suggesting annotations to the programmer. (iii) The methodology is applied to auto-parallelize several SPECint benchmarks. For the benchmark with most parallelism (hmmer), we obtain a scalable 7-fold speedup on an AMD quad-core dual processor. The annotations constitute a parallel programming model that relies extensively on a sequential program representation. Hereby, the complexity of debugging is not increased and it does not obscure the source code. These properties could prove valuable to increase the efficiency of parallel programming.
Starting Page	389
Ending Page	400
Page Count	12
File Format	PDF
ISBN	9781450301787
DOI	10.1145/1854273.1854322
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2010-09-11
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Semantic annotation Semi-automatic parallelization
Content Type	Text
Resource Type	Article

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