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A comparison of alternatives for communicating with spawned processes

Published: 24 March 2011 Publication History

Abstract

Motivated by prior work with the global optimization algorithm pVTDIRECT95 [2], this paper considers two methods for simplifying communication with spawned processes. Tests are performed for each method, and mean runtimes and standard deviations for the two methods are compared. In general, the performance of the two methods is quite similar, although other aspects of each method set the methods apart. In particular, restrictions on how the spawning has to be done determines the practicality of the method.

References

[1]
D. R. Jones, C. D. Perttunen, B. E. Stuckman. 1993, "Lipschitzian Optimization without the Lipschitz Constant," Journal of Optimization Theory and Applications, 79, no. 1, 157--181.
[2]
J. He, L. T. Watson, M. Sosonkina. 2009, "Algorithm 897: VTDIRECT95: Serial and Parallel Codes for the Global Optimization Algorithm DIRECT," ACM Transactions on Mathematical Software, 36, no. 3, 1--24.
[3]
L. T. Watson, C. A. Baker. 2001, "A Fully-distributed Parallel Global Search Algorithm," Engineering Computations, 18, no. 1--2, 155--169.
[4]
B. Barney. (2010, October 12). Introduction to Parallel Computing. Retrieved from https://computing.-llnl.gov/tutorials/parallel_comp/.
[5]
W. Gropp, R. Thakur, E. Lusk. 1999, Using Mpi-2: Advanced Features of the Message Passing Interface (1st ed.), MIT Press, Cambridge, MA, USA.
[6]
M. Snir, S. Otto, S. Huss-Lederman, D. Walker, J. Dongarra. 1998, MPI---The Complete Reference, Volume 1: The MPI Core (2nd. (Revised) ed.), MIT Press, Cambridge, MA, USA.

Cited By

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  • (2024)Dynamic spawning of MPI processes applied to malleabilityInternational Journal of High Performance Computing Applications10.1177/1094342023117652738:2(69-93)Online publication date: 10-Apr-2024
  • (2022)A Survey on Malleability Solutions for High-Performance Distributed ComputingApplied Sciences10.3390/app1210523112:10(5231)Online publication date: 22-May-2022
  • (2015)Enhancing the performance of malleable MPI applications by using performance-aware dynamic reconfigurationParallel Computing10.5555/2794085.279414746:C(60-77)Online publication date: 1-Jul-2015

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cover image ACM Conferences
ACMSE '11: Proceedings of the 49th annual ACM Southeast Conference
March 2011
399 pages
ISBN:9781450306867
DOI:10.1145/2016039
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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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 March 2011

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ACM SE '11
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ACM SE '11: ACM Southeast Regional Conference
March 24 - 26, 2011
Georgia, Kennesaw

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Overall Acceptance Rate 502 of 1,023 submissions, 49%

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Cited By

View all
  • (2024)Dynamic spawning of MPI processes applied to malleabilityInternational Journal of High Performance Computing Applications10.1177/1094342023117652738:2(69-93)Online publication date: 10-Apr-2024
  • (2022)A Survey on Malleability Solutions for High-Performance Distributed ComputingApplied Sciences10.3390/app1210523112:10(5231)Online publication date: 22-May-2022
  • (2015)Enhancing the performance of malleable MPI applications by using performance-aware dynamic reconfigurationParallel Computing10.5555/2794085.279414746:C(60-77)Online publication date: 1-Jul-2015

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