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Scheduling and Congestion Control for Wireless and Processing Networks (Paperback)
Loot Price: R891
Discovery Miles 8 910
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Scheduling and Congestion Control for Wireless and Processing Networks (Paperback)
Series: Synthesis Lectures on Learning, Networks, and Algorithms
Expected to ship within 10 - 15 working days
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In this book, we consider the problem of achieving the maximum
throughput and utility in a class of networks with resource-sharing
constraints. This is a classical problem of great importance. In
the context of wireless networks, we first propose a fully
distributed scheduling algorithm that achieves the maximum
throughput. Inspired by CSMA (Carrier Sense Multiple Access), which
is widely deployed in today's wireless networks, our algorithm is
simple, asynchronous, and easy to implement. Second, using a novel
maximal-entropy technique, we combine the CSMA scheduling algorithm
with congestion control to approach the maximum utility. Also, we
further show that CSMA scheduling is a modular MAC-layer algorithm
that can work with other protocols in the transport layer and
network layer. Third, for wireless networks where packet collisions
are unavoidable, we establish a general analytical model and extend
the above algorithms to that case. Stochastic Processing Networks
(SPNs) model manufacturing, communication, and service systems. In
manufacturing networks, for example, tasks require parts and
resources to produce other parts. SPNs are more general than
queueing networks and pose novel challenges to throughput-optimum
scheduling. We proposes a "deficit maximum weight" (DMW) algorithm
to achieve throughput optimality and maximize the net utility of
the production in SPNs. Table of Contents: Introduction / Overview
/ Scheduling in Wireless Networks / Utility Maximization in
Wireless Networks / Distributed CSMA Scheduling with Collisions /
Stochastic Processing networks
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