Multi-core and network aware MPI topology functions

Mohammad Javad Rashti, Jonathan Green, Pavan Balaji, Ahmad Afsahi, William Gropp

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

MPI standard offers a set of topology-aware interfaces that can be used to construct graph and Cartesian topologies for MPI applications. These interfaces have been mostly used for topology construction and not for performance improvement. To optimize the performance, in this paper we use graph embedding and node/network architecture discovery modules to match the communication topology of the applications to the physical topology of multi-core clusters with multi-level networks. Micro-benchmark results show considerable improvement in communication performance when using weighted and network-aware mapping. We also show that the implementation can improve communication and execution time of the applications.

Original languageEnglish (US)
Title of host publicationRecent Advances in the Message Passing Interface - 18th European MPI Users' Group Meeting, EuroMPI 2011, Proceedings
Pages50-60
Number of pages11
DOIs
StatePublished - Sep 26 2011
Event18th European Message Passing Interface Users' Group Meeting, EuroMPI 2011 - Santorini, Greece
Duration: Sep 18 2011Sep 21 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6960 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other18th European Message Passing Interface Users' Group Meeting, EuroMPI 2011
CountryGreece
CitySantorini
Period9/18/119/21/11

Keywords

  • MPI
  • multi-core
  • network
  • physical topology
  • virtual topology

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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