A tutorial on decomposition methods for network utility maximization

A systematic understanding of the decomposability structures in network utility maximization is key to both resource allocation and functionality allocation. It helps us obtain the most appropriate distributed algorithm for a given network resource allocation problem, and quantifies the comparison a...

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Bibliographic Details
Published in:	IEEE journal on selected areas in communications Vol. 24; no. 8; pp. 1439 - 1451
Main Authors:	Palomar, D.P., Mung Chiang
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.08.2006 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithm design and analysis Algorithms Congestion control cross-layer design Decomposition Decoupling Design engineering distributed algorithm Distributed algorithms Distributed computing Distributed control Jacobian matrices Lagrangian functions Mathematical analysis Maximization network architecture network control by pricing network utility maximization Networks optimization Power control Resource allocation Resource management Studies Tutorial Utilities Utility programs
ISSN:	0733-8716, 1558-0008
Online Access:	Get full text
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