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Optimization and Control of Communication Networks

Chiang, Mung and Low, Steven (2005) Optimization and Control of Communication Networks. ACM SIGMETRICS Performance Evaluation Review, 33 (1). p. 277. ISSN 0163-5999. doi:10.1145/1071690.1064244.

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Recently, there has been a surge in research activities that utilize the power of recent developments in nonlinear optimization to tackle a wide scope of work in the analysis and design of communication systems, touching every layer of the layered network architecture, and resulting in both intellectual and practical impacts significantly beyond the earlier frameworks. These research activities are driven by both new demands in the areas of communications and networking, and new tools emerging from optimization theory. Such tools include new developments of powerful theories and highly efficient computational algorithms for nonlinear convex optimization, as well as global solution methods and relaxation techniques for nonconvex optimization. Optimization theory can be used to analyze, interpret, or design a communication system, for both forward-engineering and reverse-engineering. Over the last few years, it has been successfully applied to a wide range of communication systems, from the high speed Internet core to wireless networks, from coding and equalization to broadband access, and from information theory to network topology models. Some of the theoretical advances have also been put into practice and started making visible impacts, including new versions of TCP congestion control, power control and scheduling algorithms in wireless networks, and spectrum management in DSL broadband access networks. Under the theme of optimization and control of communication networks, this Hot Topic Session consists of five invited talks covering a wide range of issues, including protocols, pricing, resource allocation, cross layer design, traffic engineering in the Internet, optical transport networks, and wireless networks.

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Low, Steven0000-0001-6476-3048
Additional Information:© 2005 ACM.
Issue or Number:1
Record Number:CaltechAUTHORS:20160831-160652019
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Official Citation:Mung Chiang and Steven Low. 2005. Optimization and Control of Communication Networks. In Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems (SIGMETRICS '05). ACM, New York, NY, USA, 277-277. DOI=
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:70098
Deposited On:01 Sep 2016 16:30
Last Modified:11 Nov 2021 04:24

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