Mumtaz Siddiqui

(Author)

Grid Resource Management: On-Demand Provisioning, Advance Reservation, and Capacity Planning of Grid Resources (2010)Paperback - 2010, 27 January 2010

Grid Resource Management: On-Demand Provisioning, Advance Reservation, and Capacity Planning of Grid Resources (2010)
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Part of Series
Lecture Notes in Computer Science
Part of Series
Lecture Notes in Computer Science: State-Of-The-Art Survey
Part of Series
Theoretical Computer Science and General Issues
Print Length
227 pages
Language
English
Publisher
Springer
Date Published
27 Jan 2010
ISBN-10
3642115780
ISBN-13
9783642115783

Description

In a dynamic computing environment, such as the Grid, resource management plays a crucial role for making distributed resources available on-demand to anyone from anywhere at any time without undermining the resource autonomy; this becomes an art when dealing with heterogeneous resources distributed under multiple trust domains spanning across the Internet. Today Grid execution environments provide abstract workflow descriptions that need a dynamic mapping to actual deployments; this further accentuates the importance of resource management in the Grid.

This monograph renders boundaries of the Grid resource management, identifies research challenges and proposes new solutions with innovative techniques for on-demand provisioning, automatic deployments, dynamic synthesis, negotiation-based advance reservation and capacity planning of Grid resources. The Grid capacity planning is performed with multi-constrained optimized resource allocations by modelling resource allocation as an on-line strip packing problem and introducing a new solution that optimizes resource utilization and QoS while generating contention-free solutions.

On-demand resource provisioning becomes possible by simplifying abstract resource descriptions independent from the concrete installations. The book further explains the use of the semantic web technologies in the Grid to specify explicit definitions and unambiguous machine interpretable resource descriptions for intelligent resource matching and synthesis; the synthesis process generates new compound resources with aggregated capabilities and prowess. The newly introduced techniques haven been developed and integrated in ASKALON Grid application development and runtime environment, deployed in the Austrian Grid, and demonstrated through well performed experiments.

Product Details

Authors:
Mumtaz SiddiquiThomas Fahringer
Book Edition:
2010
Book Format:
Paperback
Country of Origin:
DE
Date Published:
27 January 2010
Dimensions:
23.62 x 15.49 x 1.27 cm
ISBN-10:
3642115780
ISBN-13:
9783642115783
Language:
English
Location:
Berlin, Heidelberg
Pages:
227
Publisher:
Weight:
385.55 gm

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