Beyond reuse distance analysis

Abstract

Emerging computer architectures will feature drastically decreased flops/byte (ratio of peak processing rate to memory bandwidth) as highlighted by recent studies on Exascale architectural trends. Further, flops are getting cheaper, while the energy cost of data movement is increasingly dominant. The understanding and characterization of data locality properties of computations is critical in order to guide efforts to enhance data locality.

Document Details

Document Type
Pub Defense Publication
Publication Date
Dec 01, 2013
Source ID
10.1145/2541228.2555309

Entities

People

  • Atanas Rountev
  • Fabrice Rastello
  • J. Ramanujam
  • Louis-noël Pouchet
  • Mahesh Ravishankar
  • Naznin Fauzia
  • P. Sadayappan
  • Venmugil Elango

Organizations

  • Louisiana State University
  • National Science Foundation
  • Ohio State University
  • United States Army
  • United States Department of Energy
  • University of California, Los Angeles

Tags

Fields of Study

  • Computer science

Readers

  • Mathematics or Statistics
  • Parallel and Distributed Computing.
  • Systems Analysis and Design