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检索条件"任意字段=14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming"
382 条 记 录,以下是61-70 订阅
排序:
Scaling implicit parallelism via dynamic control replication  21
Scaling implicit parallelism via dynamic control replication
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Bauer, Michael Lee, Wonchan Slaughter, Elliott Jia, Zhihao Di Renzo, Mario Papadakis, Manolis Shipman, Galen McCormick, Patrick Garland, Michael Aiken, Alex NVIDIA United States Slac National Accelerator Laboratory United States Carnegie Mellon University United States Sapienza University of Rome Italy Los Alamos National Laboratory United States Stanford University United States
We present dynamic control replication, a run-time program analysis that enables scalable execution of implicitly parallel programs on large machines through a distributed and efficient dynamic dependence analysis. Dy... 详细信息
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Advanced synchronization techniques for task-based runtime systems  21
Advanced synchronization techniques for task-based runtime s...
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Álvarez, David Sala, Kevin Maroñas, Marcos Roca, Aleix Beltran, Vincenç Barcelona Supercomputing Center Barcelona Spain
Task-based programming models like OmpSs-2 and OpenMP provide a flexible data-flow execution model to exploit dynamic, irregular and nested parallelism. Providing an efficient implementation that scales well with smal... 详细信息
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On the parallel I/O optimality of linear algebra kernels: Near-optimal LU factorization  21
On the parallel I/O optimality of linear algebra kernels: Ne...
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Kwasniewski, Grzegorz Ben-Nun, Tal Ziogas, Alexandros Nikolaos Schneider, Timo Besta, MacIej Hoefler, Torsten Timo Schneider Maciej Besta Torsten Hoefler Department of Computer Science Eth Zurich Switzerland
Dense linear algebra kernels are fundamental components of many scientific computing applications. In this work we present a novel method of deriving parallel I/O lower bounds for this broad family of programs. Based ... 详细信息
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BiPart: A parallel and deterministic hypergraph partitioner  21
BiPart: A parallel and deterministic hypergraph partitioner
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Maleki, Sepideh Agarwal, Udit Burtscher, Martin Pingali, Keshav The University of Texas Austin United States Texas State University United States
Hypergraph partitioning is used in many problem domains including VLSI design, linear algebra, Boolean satisfiability, and data mining. Most versions of this problem are NP-complete or NP-hard, so practical hypergraph... 详细信息
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DAPPLE: A pipelined data parallel approach for training large models  21
DAPPLE: A pipelined data parallel approach for training larg...
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Fan, Shiqing Rong, Yi Meng, Chen Cao, Zongyan Wang, Siyu Zheng, Zhen Wu, Chuan Long, Guoping Yang, Jun Xia, Lixue Diao, Lansong Liu, Xiaoyong Lin, Wei Alibaba Group China
It is a challenging task to train large DNN models on sophisticated GPU platforms with diversified interconnect capabilities. Recently, pipelined training has been proposed as an effective approach for improving devic... 详细信息
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An ownership policy and deadlock detector for promises  21
An ownership policy and deadlock detector for promises
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Voss, Caleb Sarkar, Vivek Georgia Institute of Technology United States
Task-parallel programs often enjoy deadlock freedom under certain restrictions, such as the use of structured join operations, as in Cilk and X10, or the use of asynchronous task futures together with deadlock-avoidin... 详细信息
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Stream-K: Work-Centric parallel Decomposition for Dense Matrix-Matrix Multiplication on the GPU  23
Stream-K: Work-Centric Parallel Decomposition for Dense Matr...
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Proceedings of the 28th acm sigplan Annual symposium on principles and practice of parallel programming
作者: Muhammad Osama Duane Merrill Cris Cecka Michael Garland John D. Owens University of California Davis NVIDIA Corporation
We introduce Stream-K, a work-centric parallelization of matrix multiplication (GEMM) and related computations in dense linear algebra. Whereas contemporary decompositions are primarily tile-based, our method operates... 详细信息
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parallel binary code analysis  21
Parallel binary code analysis
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26th acm sigplan symposium on principles and practice of parallel programming, PPoPP 2021
作者: Meng, Xiaozhu Anderson, Jonathon M. Mellor-Crummey, John Krentel, Mark W. Miller, Barton P. Milaković, Sran Department of Computer Science Rice University Houston TX United States Computer Sciences Department University of Wisconsin-Madison MadisonWI United States
Binary code analysis is widely used to help assess a program's correctness, performance, and provenance. Binary analysis applications often construct control flow graphs, analyze data flow, and use debugging infor... 详细信息
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Fast parallel Exact Inference on Bayesian Networks  23
Fast Parallel Exact Inference on Bayesian Networks
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Proceedings of the 28th acm sigplan Annual symposium on principles and practice of parallel programming
作者: Jiantong Jiang Zeyi Wen Atif Mansoor Ajmal Mian The University of Western Australia Hong Kong University of Science and Technology (Guangzhou)
Bayesian networks (BNs) are attractive, because they are graphical and interpretable machine learning models. However, exact inference on BNs is time-consuming, especially for complex problems. To improve the efficien... 详细信息
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ParGeo: a library for parallel computational geometry  22
ParGeo: a library for parallel computational geometry
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Proceedings of the 27th acm sigplan symposium on principles and practice of parallel programming
作者: Yiqiu Wang Shangdi Yu Laxman Dhulipala Yan Gu Julian Shun MIT CSAIL UC Riverside
We present ParGeo, a multicore library for computational geometry algorithms. We describe two of the algorithms from ParGeo, convex hull and the smallest enclosing ball, and present a short evaluation of all implement...
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