Optimization as a service: On the use of cloud computing for metaheuristic optimization

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

4 Zitate (Scopus)

Abstract

Cloud computing has emerged as a new technology that provides on-demand access to a large amount of computing resources. This makes it an ideal environment for executing metaheuristic optimization experiments. In this paper, we investigate the use of cloud computing for metaheuristic optimization. This is done by analyzing job characteristics from our production system and conducting a performance comparison between different execution environments. Additionally, a cost analysis is done to incorporate expenses of using virtual resources.

OriginalspracheEnglisch
TitelComputer Aided Systems Theory, EUROCAST 2013 - 14th International Conference, Revised Selected Papers
Herausgeber (Verlag)Springer
Seiten348-355
Seitenumfang8
AuflagePART 1
ISBN (Print)9783642538551
DOIs
PublikationsstatusVeröffentlicht - 2013
Veranstaltung14th International Conference on Computer Aided Systems Theory, Eurocast 2013 - Las Palmas de Gran Canaria, Spanien
Dauer: 10 Feb 201315 Feb 2013

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NummerPART 1
Band8111 LNCS
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Konferenz

Konferenz14th International Conference on Computer Aided Systems Theory, Eurocast 2013
Land/GebietSpanien
OrtLas Palmas de Gran Canaria
Zeitraum10.02.201315.02.2013

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