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Scheduling and Congestion Control for Wireless and Processing Networks (Synthesis Lectures on Learning, Networks, and Algorithms) - Softcover
- PublisherSpringer
- Publication date2010
- ISBN 10 3031799917
- ISBN 13 9783031799914
- BindingPaperback
- Edition number1
- Number of pages160
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Scheduling and Congestion Control for Wireless and Processing Networks (Synthesis Lectures on Learning, Networks, and Algorithms) by Jiang, Libin, Walrand, Jean [Paperback ]
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Scheduling and Congestion Control for Wireless and Processing Networks
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ISBN 10: 3031799917
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Scheduling and Congestion Control for Wireless and Processing Networks
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Scheduling and Congestion Control for Wireless and Processing Networks
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Springer International Publishing Aug 2010
(2010)
ISBN 10: 3031799917
ISBN 13: 9783031799914
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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 160 pp. Englisch. Seller Inventory # 9783031799914
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Scheduling and Congestion Control for Wireless and Processing Networks
Published by
Springer International Publishing
(2010)
ISBN 10: 3031799917
ISBN 13: 9783031799914
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Taschenbuch
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Book Description Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783031799914
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Scheduling and Congestion Control for Wireless and Processing Networks
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Springer, Berlin|Springer International Publishing|Morgan & Claypool|Springer
(2010)
ISBN 10: 3031799917
ISBN 13: 9783031799914
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Book Description Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 di. Seller Inventory # 608130064
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