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CDC
2010
IEEE
136views Control Systems» more  CDC 2010»
9 years 3 months ago
A distributed Newton method for Network Utility Maximization
Most existing work uses dual decomposition and subgradient methods to solve Network Utility Maximization (NUM) problems in a distributed manner, which suffer from slow rate of con...
Ermin Wei, Asuman E. Ozdaglar, Ali Jadbabaie
CDC
2010
IEEE
106views Control Systems» more  CDC 2010»
9 years 3 months ago
Optimal cross-layer wireless control policies using TD learning
We present an on-line crosslayer control technique to characterize and approximate optimal policies for wireless networks. Our approach combines network utility maximization and ad...
Sean P. Meyn, Wei Chen, Daniel O'Neill
GLOBECOM
2010
IEEE
9 years 6 months ago
Sliding Mode Based Joint Congestion Control and Scheduling in Multi-Hop Ad Hoc Networks with Multi-Class Services
In this paper, we consider the joint problem of congestion control and scheduling with multi-class Quality of Service (QoS) requirements. Generally, the joint problem is formulated...
Zongrui Ding, Dapeng Wu
INFOCOM
2010
IEEE
9 years 6 months ago
Value-aware Resource Allocation for Service Guarantees in Networks
—The traditional formulation of the total value of information transfer is a multi-commodity flow problem. Here, each data source is seen as generating a commodity along a fixe...
Parimal Parag, Srinivas Shakkottai, Jean-Fran&cced...
JSAC
2006
106views more  JSAC 2006»
9 years 8 months ago
Mathematical Decomposition Techniques for Distributed Cross-Layer Optimization of Data Networks
Abstract--Network performance can be increased if the traditionally separated network layers are jointly optimized. Recently, network utility maximization has emerged as a powerful...
Björn Johansson, Pablo Soldati, Mikael Johans...
JSAC
2006
96views more  JSAC 2006»
9 years 8 months ago
Price-based distributed algorithms for rate-reliability tradeoff in network utility maximization
Abstract--The current framework of network utility maximization for rate allocation and its price-based algorithms assumes that each link provides a fixed-size transmission "p...
Jang-Won Lee, Mung Chiang, A. Robert Calderbank
JSAC
2006
180views more  JSAC 2006»
9 years 8 months ago
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...
Daniel Pérez Palomar, Mung Chiang
ECUMN
2007
Springer
10 years 2 months ago
Utility-Based Bandwidth Allocation for Triple-Play Services
It is expected that, in near future, the multi-class traffic previously in Public Switched Telephone network (PSTN), cable television network and IP network will be multiplexed at...
Changbin Liu, Lei Shi, Bin Liu
INFOCOM
2007
IEEE
10 years 2 months ago
Joint Channel Allocation, Interface Assignment and MAC Design for Multi-Channel Wireless Mesh Networks
— In a wireless mesh network (WMN) with a number of stationary wireless routers, the aggregate capacity can be increased when each router is equipped with multiple network interf...
Amir Hamed Mohsenian Rad, Vincent W. S. Wong
PIMRC
2008
IEEE
10 years 2 months ago
Distributed network utility optimization in wireless sensor networks using power control
—We extend the existing network utility maximization (NUM) framework for wired networks to wireless sensor networks by formulating it in order to take into account interference a...
George Tichogiorgos, Kin K. Leung, Archan Misra, T...
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