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- p r e s e n t s -
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Grid Computing: Experiment Management, Tool Integration, and Scientific
Workflows (c) by Springer
The type of the release is: eBook
In the PDF format with ISBN: 3540692614 and Pub Date: February 21, 2007
The size of the release is: 02 disks x 2.88mb
And released on: 09/17/2007
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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.
http://www.amazon.com/exec/obidos/tg/detail/-/3540692614/
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