ParlayLib - A Toolkit for Parallel Algorithms on Shared-Memory Multicore Machines

G. Blelloch, Daniel Anderson, Laxman Dhulipala
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引用次数: 43

Abstract

ParlayLib is a C++ library for developing efficient parallel algorithms and software on shared-memory multicore machines. It provides additional tools and primitives that go beyond what is available in the C++ standard library, and simplifies the task of programming provably efficient and scalable parallel algorithms. It consists of a sequence data type (analogous to std::vector), many parallel routines and algorithms, a work-stealing scheduler to support nested parallelism, and a scalable memory allocator. It has been developed over a period of seven years and used in a variety of software including the PBBS benchmark suite, the Ligra, Julienne, and Aspen graph processing frameworks, the Graph Based Benchmark Suite, and the PAM library for parallel balanced binary search trees, and an implementation of the TPC-H benchmark suite.
共享内存多核机器上并行算法的工具包
ParlayLib是一个c++库,用于在共享内存多核机器上开发高效的并行算法和软件。它提供了额外的工具和原语,这些工具和原语超出了c++标准库中的可用性,并简化了编程可证明有效且可扩展的并行算法的任务。它由一个序列数据类型(类似于std::vector)、许多并行例程和算法、一个支持嵌套并行的工作窃取调度器和一个可伸缩的内存分配器组成。它已经开发了七年,并用于各种软件,包括PBBS基准套件,Ligra, Julienne和Aspen图处理框架,基于图的基准套件,并行平衡二叉搜索树的PAM库,以及TPC-H基准套件的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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