Franklin

Grid Computing [electronic resource] : Experiment Management, Tool Integration, and Scientific Workflows / by Radu Prodan, Thomas Fahringer.

Author/Creator:
Prodan, Radu author., Author,
Edition:
1st ed. 2007.
Publication:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Series:
Computer Science (Springer-11645)
LNCS sublibrary. Programming and software engineering SL 2, 4340
Programming and Software Engineering ; 4340
Format/Description:
Book
1 online resource (XXIV, 320 pages)
Subjects:
Computers.
Computer science.
Computer networks.
Operating systems (Computers).
Software engineering.
Computer logic.
Local subjects:
Theory of Computation. (search)
Computer Science, general. (search)
Computer Communication Networks. (search)
Operating Systems. (search)
Software Engineering. (search)
Logics and Meanings of Programs. (search)
System Details:
text file PDF
Summary:
Grid computing has become a topic of significant interest in the scientific community as a means of enabling application developers to aggregate resources scattered around the globe for solving large-scale scientific problems. This monograph addresses four critical software development aspects for the engineering and execution of applications on parallel and Grid architectures. A new directive-based language called ZEN is proposed for compact specification of wide value ranges of interest for arbitrary application parameters, including problem or machine sizes, array or loop distributions, software libraries, interconnection networks, or target execution machines. Based on the ZEN language, a novel experiment management tool called ZENTURIO is developed for automatic experiment management of large-scale performance and parameter studies on parallel and Grid architectures. This tool has been validated with respect to functionality and usefulness on several real-world parallel applications from various domains, including theoretical chemistry, photonics, finances, and numerical mathematics. Depending on the ZENTURIO experiment management architecture a generic optimization framework is built up that integrates general-purpose meta-heuristics for solving NP-complete performance and parameter optimization problems in an exponential search space specified using the ZEN experiment specification language. Finally a timely approach is proposed for modeling and executing scientific workflows in dynamic and heterogeneous Grid environments, introducing an abstract formal model for hierarchical representation of complex directed graph-based workflows. Thus this monograph contributes to various research areas related to integrated tool development for efficient engineering and high performance execution of scientific applications in Grid environments.
Contents:
The ZEN Experiment Specification Language
ZENTURIO Experiment Management Tool
Tool Integration
Optimisation Framework
Scientific Grid Workflows
Related Work
Conclusions.
Contributor:
Fahringer, Thomas. author., Author,
SpringerLink (Online service)
Contained In:
Springer eBooks
Other format:
Printed edition:
Printed edition:
ISBN:
978-3-540-69262-1
9783540692621
Publisher Number:
10.1007/978-3-540-69262-1 doi
Access Restriction:
Restricted for use by site license.
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