Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
interview

Data analytics, accelerators, and supercomputing: the challenges and future of MPI

Published: 05 April 2017 Publication History

Abstract

The Message Passing Interface faces new challenges as modern concepts and technologies like data analytics and accelerators penetrate high-performance computing. Here, we discuss the future of MPI with HPC expert Prof. Torsten Hoefler of ETH Zürich, Switzerland.

References

[1]
Parlett, B.N. Review of The Matrix Eigenvalue Problem: GR and Krylov Subspace Methods by D. Watkins and Numerical Methods for General and Structured Eigenvalue Problems by D. Kressner. SIAM Review 52, 4 (2010), 771--791.
[2]
Hoefler, T. and Gottlieb, S. Parallel zero-copy algorithms for fast fourier transform and conjugate gradient using MPI datatypes. In Proceedings of the 17th European MPI Users Group Meeting Conference on Recent Advances in the Message Passing Interface (Stuttgart, Germany, Sept. 12--15, 2010), 131--141.
[3]
Gysi, T., Baer, J., and Hoefler, T. dCUDA: Hardware supported overlap of computation and communication. In Proceedings of the ACM/IEEE Supercomputing Conference (Salt Lake City, UT, Nov. 13--18). ACM Press, New York, 2016.
[4]
Hoefler, T., Dinan, J., Buntinas, D., Balaji, P., Barrett, B., Brightwell, R. et al. MPI+MPI: A new hybrid approach to parallel programming with MPI plus shared memory. Journal of Computing 95, 12 (2013), 1121--1136.

Cited By

View all
  • (2021)Scaling of Supercomputer Calculations on Unstructured Surface Computational MeshesLobachevskii Journal of Mathematics10.1134/S199508022111020242:11(2571-2579)Online publication date: 1-Nov-2021
  • (2021)Selection of a Method for Solving Nonlinear Equations in Shallow-Water Icing Model ImplementationLobachevskii Journal of Mathematics10.1134/S199508022111006842:11(2503-2509)Online publication date: 1-Nov-2021
  • (2021)Vectorization of Flat Loops of Arbitrary Structure Using Instructions AVX-512Lobachevskii Journal of Mathematics10.1134/S199508022012033141:12(2575-2592)Online publication date: 4-Feb-2021

Recommendations

Comments

Information & Contributors

Information

Published In

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]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 05 April 2017
Published in XRDS Volume 23, Issue 3

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Interview
  • Popular
  • Refereed

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)5
  • Downloads (Last 6 weeks)0
Reflects downloads up to 04 Oct 2024

Other Metrics

Citations

Cited By

View all
  • (2021)Scaling of Supercomputer Calculations on Unstructured Surface Computational MeshesLobachevskii Journal of Mathematics10.1134/S199508022111020242:11(2571-2579)Online publication date: 1-Nov-2021
  • (2021)Selection of a Method for Solving Nonlinear Equations in Shallow-Water Icing Model ImplementationLobachevskii Journal of Mathematics10.1134/S199508022111006842:11(2503-2509)Online publication date: 1-Nov-2021
  • (2021)Vectorization of Flat Loops of Arbitrary Structure Using Instructions AVX-512Lobachevskii Journal of Mathematics10.1134/S199508022012033141:12(2575-2592)Online publication date: 4-Feb-2021

View Options

Get Access

Login options

Full Access

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Digital Edition

View this article in digital edition.

Digital Edition

Magazine Site

View this article on the magazine site (external)

Magazine Site

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media