An Intermediate Library for Multi-GPUs Computing Skeletons

This paper introduces a library which supports programmers to write parallel programs on GPU architecture, especially with a system consisting of multi-GPUs. The library is designed from the idea of skeletons, which helps us to make parallel programs easily and quickly as if writing sequential progr...

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Main Authors: Le Duc Tung, Nguyen Huu Duc, Pham Tuan Anh, Ngo Huy Hoang, Nguyen Minh Thap
Format: Conference Proceeding
Language:English
Subjects:
Arrays
Graphics processing unit
Instruction sets
Libraries
Message systems
Skeleton
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creator Le Duc Tung
Nguyen Huu Duc
Pham Tuan Anh
Ngo Huy Hoang
Nguyen Minh Thap
description This paper introduces a library which supports programmers to write parallel programs on GPU architecture, especially with a system consisting of multi-GPUs. The library is designed from the idea of skeletons, which helps us to make parallel programs easily and quickly as if writing sequential programs. Skeletons usually are described by functional language which supports high-order function totally. Because of the performance and popularity of C++ language, we try to re-annotate C++ language to support high-order functions completely, hence, it is convenience for us to create general-purpose skeletons.
doi_str_mv 10.1109/rivf.2012.6169863
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Arrays
Graphics processing unit
Instruction sets
Libraries
Message systems
Skeleton
title An Intermediate Library for Multi-GPUs Computing Skeletons
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