Improving data locality using dynamic page migration based on memory access histograms

Jie Tao, Martin Schulz, Wolfgang Karl

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

2 Zitate (Scopus)

Abstract

This Paper presents an approach which dynamically and transparently improves the data locality of memory references in Non-Uniform Memory Access (NUMA) characterized systems. The approach is based on run-time data redistribution via user-level page migration. It uses memory access histograms gathered by hardware monitors to make correct decisions related to the placement of shared data. First performance experiments on several applications show the potential for a significant gain in speedup. In addition, a graphical user interface has been developed showing the actual data movement thereby helping the user to understand the behavior of the application and to detect performance bottlenecks. This feature complements an already existing Data Layout Visualization tool for the observation of memory locality.

OriginalspracheEnglisch
TitelComputational Science, ICCS 2002 - International Conference, Proceedings
Herausgeber (Verlag)Springer Verlag
Seiten933-942
Seitenumfang10
AuflagePART 2
ISBN (Print)354043593X, 9783540435938
DOIs
PublikationsstatusVeröffentlicht - 2002
VeranstaltungInternational Conference on Computational Science, ICCS 2002 - Amsterdam, Niederlande
Dauer: 21 Apr. 200224 Apr. 2002

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NummerPART 2
Band2330 LNCS
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Konferenz

KonferenzInternational Conference on Computational Science, ICCS 2002
Land/GebietNiederlande
OrtAmsterdam
Zeitraum21/04/0224/04/02

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