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Evaluating tools for performance modeling of grid applications

  • Universidad Simón Bolívar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

A Grid is a collection of heterogeneous distributed computing resources for solving large-scale computational and data intensive problems. It is a dynamic environment where resources attributes -such as load- change constantly hindering performance evaluation activities. Performance models could be a solution to this problem because they provide a way of performing repeatable and controllable experiments. Several tools have been developed for modeling scheduling algorithms in Grids. We believe, however, that if these tools are to be used for modeling application performance they should be improved by adding some particular features. In this paper, we identify such features and evaluate two modeling tools based on those features. These tools are used to represent the execution of applications in the Grid SUMA.

Original languageEnglish
Title of host publicationFrontiers of High Performance Computing and Networking - ISPA 2006 International Workshops, FHPCN, XHPC, S-GRACE, GridGIS, HPC-GTP, PDCE, ParDMCom, WOMP, ISDF, and UPWN, Proceedings
Pages854-863
Number of pages10
DOIs
StatePublished - 2006
Externally publishedYes
EventInt. Workshops on FHPCN 2006, XHPC 2006, S-GRACE 2006, GridGIS 2006, HPC-GTP 2006, PDCE 2006, ParDMCom 2006, WOMP 2006, ISDF 2006, and UPWN 2006, Held in Conjunction with the 4th Int. Symp. on Parallel and Distributed Processing and Appl., SPA 2006 - Sorrento, Italy
Duration: 04 Dec 200607 Dec 2006

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4331 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInt. Workshops on FHPCN 2006, XHPC 2006, S-GRACE 2006, GridGIS 2006, HPC-GTP 2006, PDCE 2006, ParDMCom 2006, WOMP 2006, ISDF 2006, and UPWN 2006, Held in Conjunction with the 4th Int. Symp. on Parallel and Distributed Processing and Appl., SPA 2006
Country/TerritoryItaly
CitySorrento
Period04/12/0607/12/06

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