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As computer networks (and computational grids) become increasingly
complex, the problem of allocating resources within such networks,
in a distributed fashion, will become more and more of a design and
implementation concern. This is especially true where the
allocation involves distributed collections of resources rather
than just a single resource, where there are alternative patterns
of resources with different levels of utility that can satisfy the
desired allocation, and where this allocation process must be done
in soft real-time. Distributed Sensor Networks is the first book of
its kind to examine solutions to this problem using ideas taken
from the field of multiagent systems. The field of multiagent
systems has itself seen an exponential growth in the past decade,
and has developed a variety of techniques for distributed resource
allocation.
Distributed Sensor Networks is the first book of its kind to examine solutions to this problem using ideas taken from the field of multiagent systems. The field of multiagent systems has itself seen an exponential growth in the past decade, and has developed a variety of techniques for distributed resource allocation. Distributed Sensor Networks contains contributions from leading, international researchers describing a variety of approaches to this problem based on examples of implemented systems taken from a common distributed sensor network application; each approach is motivated, demonstrated and tested by way of a common challenge problem. The book focuses on both practical systems and their theoretical analysis, and is divided into three parts: the first part describes the common sensor network challenge problem; the second part explains the different technical approaches to the common challenge problem; and the third part provides results on the formal analysis of a number of approaches taken to address the challenge problem.
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