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Evolutionary Based Solutions for Green Computing (Paperback, 2013 ed.)
Loot Price: R5,284
Discovery Miles 52 840
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Evolutionary Based Solutions for Green Computing (Paperback, 2013 ed.)
Series: Studies in Computational Intelligence, 432
Expected to ship within 10 - 15 working days
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Today's highly parameterized large-scale distributed computing
systems may be composed of a large number of various components
(computers, databases, etc) and must provide a wide range of
services. The users of such systems, located at different
(geographical or managerial) network cluster may have a limited
access to the system's services and resources, and different, often
conflicting, expectations and requirements. Moreover, the
information and data processed in such dynamic environments may be
incomplete, imprecise, fragmentary, and overloading. All of the
above mentioned issues require some intelligent scalable
methodologies for the management of the whole complex structure,
which unfortunately may increase the energy consumption of such
systems. An optimal energy utilization has reached to a point that
many information technology (IT) managers and corporate executives
are all up in arms to identify scalable solution that can reduce
electricity consumption (so that the total cost of operation is
minimized) of their respective large-scale computing systems and
simultaneously improve upon or maintain the current throughput of
the system. This book in its eight chapters, addresses the
fundamental issues related to the energy usage and the optimal
low-cost system design in high performance ``green computing''
systems. The recent evolutionary and general metaheuristic-based
solutions for energy optimization in data processing, scheduling,
resource allocation, and communication in modern computational
grids, could and network computing are presented along with several
important conventional technologies to cover the hot topics from
the fundamental theory of the ''green computing'' concept and to
describe the basic architectures of systems. This book points out
the potential application areas and provides detailed examples of
application case studies in low-energy computational systems. The
development trends and open research issues are also outlined. All
of those technologies have formed the foundation for the green
computing that we know of today.
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