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CDC
2010
IEEE
136views Control Systems» more  CDC 2010»
14 years 8 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
TIP
2010
154views more  TIP 2010»
14 years 11 months ago
Projective Nonnegative Graph Embedding
—We present in this paper a general formulation for nonnegative data factorization, called projective nonnegative graph embedding (PNGE), which 1) explicitly decomposes the data ...
Xiaobai Liu, Shuicheng Yan, Hai Jin
SIGMETRICS
2008
ACM
106views Hardware» more  SIGMETRICS 2008»
15 years 1 months ago
Fully decentralized emulation of best-effort and processor sharing queues
Control of large distributed cloud-based services is a challenging problem. The Distributed Rate Limiting (DRL) paradigm was recently proposed as a mechanism for tackling this pro...
Rade Stanojevic, Robert Shorten
ICC
2009
IEEE
136views Communications» more  ICC 2009»
15 years 8 months ago
Fast Connected Dominating Set Construction in Mobile Ad Hoc Networks
—The connected dominating set (CDS) has been commonly used for routing and broadcast in mobile ad hoc networks (MANETs). Considering the applications of MANETs, it is generally p...
Kazuya Sakai, Min-Te Sun, Wei-Shinn Ku
ICANN
2010
Springer
15 years 1 months ago
A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering
Abstract. Competitive learning approaches with penalization or cooperation mechanism have been applied to unsupervised data clustering due to their attractive ability of automatic ...
Yiu-ming Cheung, Hong Jia