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A universal concurrent algorithm for plasma particle-in-cell simulation codes

Published: 03 January 1989 Publication History

Abstract

We have developed a new algorithm for implementation of plasma particle-in-cell (PIC) simulation codes on concurrent processors. This algorithm, termed the universal concurrent PIC algorithm (UC-PIC), has been utilized in a one-dimensional electrostatic PIC code on the JPL Mark III Hypercube parallel computer. To decompose the problem using the UC-PIC algorithm, the physical domain of the simulation is divided into sub-domains, equal in number to the number of processors, such that all sub-domains have roughly equal numbers of particles. For problems with non-uniform particle densities, these sub-domains will be of unequal physical size. Each processor is assigned, a sub-domain, with nearest neighbor sub-domains assigned to nearest neighbor processors. Using this algorithm in the Mark III PIC code, the increase in speed in going from 1 to 32 processors for the dominant portion of code (push time, defined below) was 29, yielding a parallel efficiency of 90%. Although implemented on a hypercube concurrent computer, this algorithm should be also be efficient for PIC codes on other parallel architectures and on sequential computers where part of the data resides in external memory.

References

[1]
V. K. Decyk, "Revised Benchmark Timings with Particle Plasma Simulation Codes," University of California ( Los Angles) PPG Report 1111, (October, 1987).
[2]
G.C. Fox, M. Johnson, G. Lyzenga, S. Otto, and J. Salmon, Solving Problems on Concurrent Processors, (Prentice-Hall, 1988).
[3]
P.C. Liewer, V. K. D~yk, J. M. Dawson, and G.C. Fox, "Pl~ma Particle Simulations on the Mark HI Hypercube' in Proceeding of the Sixth Internation Conference on Mathematic~ Modelling (Permagon, to be published, 1088).

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  • (2023)Efficient parallelization for 3d-3v sparse grid Particle-In-Cell: shared memory architecturesJournal of Computational Physics10.1016/j.jcp.2023.112022(112022)Online publication date: Feb-2023
  • (2023)Efficient parallelization for 3D-3V sparse grid Particle-In-Cell: Single GPU architecturesComputer Physics Communications10.1016/j.cpc.2023.108755(108755)Online publication date: Apr-2023
  • (2009)OhHelpProceedings of the 23rd international conference on Supercomputing10.1145/1542275.1542293(90-99)Online publication date: 8-Jun-2009
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    cover image ACM Conferences
    C3P: Proceedings of the third conference on Hypercube concurrent computers and applications - Volume 2
    January 1989
    1787 pages
    ISBN:0897912780
    DOI:10.1145/63047
    • Editor:
    • Geoffrey Fox
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 03 January 1989

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    • (2023)Efficient parallelization for 3d-3v sparse grid Particle-In-Cell: shared memory architecturesJournal of Computational Physics10.1016/j.jcp.2023.112022(112022)Online publication date: Feb-2023
    • (2023)Efficient parallelization for 3D-3V sparse grid Particle-In-Cell: Single GPU architecturesComputer Physics Communications10.1016/j.cpc.2023.108755(108755)Online publication date: Apr-2023
    • (2009)OhHelpProceedings of the 23rd international conference on Supercomputing10.1145/1542275.1542293(90-99)Online publication date: 8-Jun-2009
    • (2006)Parallel computing comes of age: Supercomputer level parallel computations at CaltechConcurrency: Practice and Experience10.1002/cpe.43300101071:1(63-103)Online publication date: 27-Oct-2006
    • (1995)A parallel dynamic load-balancing algorithm for solution-adaptive finite element meshes on 2D toriConcurrency: Practice and Experience10.1002/cpe.43300707047:7(615-631)Online publication date: Oct-1995
    • (1992)Performance of a particle-in-cell plasma simulation code on the BBN TC20000Concurrency: Practice and Experience10.1002/cpe.43300401024:1(1-18)Online publication date: 1-Feb-1992
    • (1990)Implementing Particle-In-Cell Plasma Simulation Code on the BBN TC2000Proceedings of the Fifth Distributed Memory Computing Conference, 1990.10.1109/DMCC.1990.555417(433-439)Online publication date: 1990
    • (1990)Characterizing the parallel performance of a large-scale, particle-in-cell plasma simulation codeConcurrency: Practice and Experience10.1002/cpe.43300204022:4(257-288)Online publication date: 1-Nov-1990
    • (1990)Benchmarking advanced architecture computersConcurrency: Practice and Experience10.1002/cpe.43300203042:3(195-255)Online publication date: 1-Aug-1990
    • (1989)What have we learnt from using real parallel machines to solve real problems?Proceedings of the third conference on Hypercube concurrent computers and applications - Volume 210.1145/63047.63048(897-955)Online publication date: 3-Jan-1989

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