Benefits of Global Grid Computing for Job Scheduling

In addition to other advantages, computational Grids are considered to utilize the participating compute resources more efficiently as well as to improve the response time for user jobs. Due to the lack of common large scale global Grids and corresponding studies on Grid workloads this assumption is...

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Podrobná bibliografia
Vydané v:	Fifth IEEE/ACM International Workshop on Grid Computing s. 374 - 379
Hlavní autori:	Ernemann, Carsten, Hamscher, Volker, Yahyapour, Ramin
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	Washington, DC, USA IEEE Computer Society 08.11.2004 IEEE
Edícia:	ACM Conferences
Predmet:	Application software Collaboration Computational modeling Computer systems organization Computer systems organization > Architectures Computer systems organization > Architectures > Distributed architectures Computer systems organization > Dependable and fault-tolerant systems and networks Delay General and reference General and reference > Cross-computing tools and techniques General and reference > Cross-computing tools and techniques > Performance Grid computing Large-scale systems Networks Networks > Network performance evaluation Performance evaluation Processor scheduling Quality of service Social and professional topics Social and professional topics > Professional topics Social and professional topics > Professional topics > Computing profession Social and professional topics > Professional topics > Computing profession > Testing, certification and licensing Software and its engineering Software and its engineering > Software creation and management Software and its engineering > Software creation and management > Software verification and validation Software and its engineering > Software creation and management > Software verification and validation > Software defect analysis Software and its engineering > Software organization and properties Software and its engineering > Software organization and properties > Software system structures Software and its engineering > Software organization and properties > Software system structures > Distributed systems organizing principles Standards publication Theory of computation Theory of computation > Theory and algorithms for application domains Theory of computation > Theory and algorithms for application domains > Machine learning theory Theory of computation > Theory and algorithms for application domains > Machine learning theory > Reinforcement learning Theory of computation > Theory and algorithms for application domains > Machine learning theory > Reinforcement learning > Sequential decision making
ISBN:	0769522564, 9780769522562
ISSN:	1550-5510
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Popis
Shrnutí:	In addition to other advantages, computational Grids are considered to utilize the participating compute resources more efficiently as well as to improve the response time for user jobs. Due to the lack of common large scale global Grids and corresponding studies on Grid workloads this assumption is not yet verified. In this paper, the effect of geographical distribution of Grid resources on the machine utilization and the average response time is analyzed. To this end, simulations have been performed. The results show a significant benefit for the job scheduling quality due to the participation in a true global Grid. The average weighted response times of all submitted jobs decrease up to about 30%. The results have been verified using different workloads and Grid configurations.
ISBN:	0769522564 9780769522562
ISSN:	1550-5510
DOI:	10.1109/GRID.2004.13