Complexity Analysis and Performance Evaluation of Matrix Product on Multicore Architectures - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2009

Complexity Analysis and Performance Evaluation of Matrix Product on Multicore Architectures

Abstract

The multicore revolution is underway. Classical algorithms must be revisited in order to take the hierarchical memory layout into account. In this paper, we aim at minimizing the number of cache misses paid during the execution of the matrix product kernel on a multicore processor, and we show how to achieve the best possible tradeoff between shared and distributed caches. Comprehensive simulation results confirm the analytical performance predictions and fully establish the practical significance of our new algorithms.

Dates and versions

hal-01063319 , version 1 (11-09-2014)

Identifiers

Cite

Mathias Jacquelin, Loris Marchal, Yves Robert. Complexity Analysis and Performance Evaluation of Matrix Product on Multicore Architectures. ICPP '09. International Conference on Parallel Processing, 2009., Sep 2009, Vienna, Austria. pp.196-203, ⟨10.1109/ICPP.2009.40⟩. ⟨hal-01063319⟩
75 View
0 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More