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检索条件"主题词=Parallel programming"

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Active pebbles: parallel programming for data-driven applications 11

Active pebbles: Parallel programming for data-driven applica...

引用

Proceedings of the international conference on Supercomputing

作者： Willcock, Jeremiah James Hoefler, Torsten Edmonds, Nicholas Gerard Lumsdaine, Andrew Open Systems Lab. Indiana University United States University of Illinois at Urbana-Champaign United States

ISBN: (纸本)9781450301022

The scope of scientific computing continues to grow and now includes diverse application areas such as network analysis, combinatorialcomputing, and knowledge discovery, to name just a few. Large problems in these application areas require HPC resources, but they exhibit computation and communication patterns that are irregular, fine-grained, and non-local, making it difficult to apply traditional HPC approaches to achieve scalable solutions. In this paper we present Active Pebbles, a programming and execution model developed explicitly to enable the development of scalable software for these emerging application areas. Our approach relies on five main techniques - scalable addressing, active routing, message coalescing, message reduction, and termination detection - to separate algorithm expression from communication optimization. Using this approach, algorithms can be expressed in their natural forms, with their natural levels of granularity, while optimizations necessary for scalability can be applied automatically to match the characteristics of particular machines. We implement several example kernels using both Active Pebbles and existing programming models, evaluating both programmability and performance. Our experimental results demonstrate that the Active Pebbles model can succinctly and directly express irregular application kernels, while still achieving performance comparable to MPI-based implementations that are significantly more complex. © 2011 ACM.

关键词： parallel programming

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NASA Technical Reports Server (Ntrs) 20040120986: the Use of a Microcomputer Based Array Processor for Real Time Laser Velocimeter Data Processing

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2017年

NASA Technical Reports Server (Ntrs) 20040120986: the Use of a Microcomputer Based Array Processor for Real Time Laser Velocimeter Data Processing by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 20040120986: applications programs (computers) array arrays based central processing units computer systems programs data processing hardware laser laser doppler velocimeters meyers, james f. microcomputers nasa technical reports server (ntrs) parallel programming performance tests real time operation

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NASA Technical Reports Server (Ntrs) 19910004446: Constraint Treatment Techniques and parallel Algorithms for Multibody Dynamic Analysis. Ph.D. Thesis

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2017年

NASA Technical Reports Server (Ntrs) 19910004446: Constraint Treatment Techniques and parallel Algorithms for Multibody Dynamic Analysis. Ph.D. Thesis by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19910004446: algorithms analysis. angular velocity body kinematics chiou, jin-chern conjugate gradient method constraint dynamic dynamic structural analysis equations of motion many body problem matrices (mathematics) nasa technical reports server (ntrs) parallel programming robustness (mathematics) sequential computers stabilization

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NASA Technical Reports Server (Ntrs) 19890020414: Methods for Design and Evaluation of parallel Computating Systems (the Pisces Project)

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2017年

NASA Technical Reports Server (Ntrs) 19890020414: Methods for Design and Evaluation of parallel Computating Systems (the Pisces Project) by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19890020414: architecture (computers) artificial intelligence computating design design analysis evaluation fortran haught, mary jo nasa technical reports server (ntrs) parallel processing (computers) parallel programming pratt, terrence w. scene analysis wise, robert

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NASA Technical Reports Server (Ntrs) 19880007875: Implementing Clips on a parallel Computer

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2017年

NASA Technical Reports Server (Ntrs) 19880007875: Implementing Clips on a parallel Computer by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19880007875: algorithms clips computer computer systems programs expert systems implementing multiprocessing (computers) nasa technical reports server (ntrs) parallel computers parallel programming programming languages real time operation response time (computers) riley, gary systems integration

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NASA Technical Reports Server (Ntrs) 19900012236: Hypercluster parallel Processing Library User's Manual

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2017年

NASA Technical Reports Server (Ntrs) 19900012236: Hypercluster parallel Processing Library User's Manual by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19900012236: computer programs fortran heat transmission hypercluster libraries library manual nasa technical reports server (ntrs) parallel processing (computers) parallel programming programmers quealy, angela research facilities subroutines user manuals (computer programs)

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NASA Technical Reports Server (Ntrs) 19890011266: Optimal Feedback Control Infinite Dimensional Parabolic Evolution Systems: Approximation Techniques

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2017年

NASA Technical Reports Server (Ntrs) 19890011266: Optimal Feedback Control Infinite Dimensional Parabolic Evolution Systems: Approximation Techniques by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19890011266: approximation banks, h. t. control control systems design control theory data structures dimensional distributed parameter systems feedback control hilbert space linear quadratic regulator memory (computers) nasa technical reports server (ntrs) parallel programming wang, c.

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NASA Technical Reports Server (Ntrs) 19930004506: Research Summary, January 1989 - June 1990

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2017年

[Auto Generated] Introduction ...................................................................................................................................... 1 Overview ........................................................................................................................................... 3 The Science of Computing ...................................................................................................... 9 Learning Systems ...................................

关键词： (ntrs) 19930004506: architecture (computers) computational fluid dynamics computer networks computer systems design january machine learning nasa programs nasa technical reports server (ntrs) organizations parallel computers parallel programming reports research universities

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NASA Technical Reports Server (Ntrs) 19890017098: Distributed Intelligence for Supervisory Control

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2017年

NASA Technical Reports Server (Ntrs) 19890017098: Distributed Intelligence for Supervisory Control by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19890017098: architecture (computers) artificial intelligence control control systems design distributed feedback control hierarchies intelligence man machine systems manipulators multiprocessing (computers) nasa technical reports server (ntrs) operators (personnel) parallel processing (computers) parallel programming planning raney, s. d. robotics robots wolfe, w. j.

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NASA Technical Reports Server (Ntrs) 19890008051: parallel Gaussian Elimination of a Block Tridiagonal Matrix Using Multiple Microcomputers

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2017年

NASA Technical Reports Server (Ntrs) 19890008051: parallel Gaussian Elimination of a Block Tridiagonal Matrix Using Multiple Microcomputers by NASA Technical Reports Server (Ntrs); published by

关键词： (ntrs) 19890008051: blech, richard a. block blocks computer programs elimination gaussian gaussian elimination matrices (mathematics) microcomputers multiprocessing (computers) nasa technical reports server (ntrs) parallel programming partitions (mathematics)

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