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» Network tomography on general topologies
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GECCO
2008
Springer
118views Optimization» more  GECCO 2008»
15 years 29 days ago
Unsupervised learning of echo state networks: balancing the double pole
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...
Fei Jiang, Hugues Berry, Marc Schoenauer
TC
2008
14 years 11 months ago
Iterative Local Solutions for Connected Dominating Set in Ad Hoc Wireless Networks
We propose a general framework of the iterative local solution (ILS) for computing a connected dominating set (CDS) in ad hoc wireless networks, which include wireless sensor netwo...
Jie Wu, Fei Dai, Shuhui Yang
VTC
2010
IEEE
180views Communications» more  VTC 2010»
14 years 10 months ago
Analysis of Enhanced Deployment Models for Sensor Networks
Abstract—We present the estimation and evaluation of deployment models for sensor networks that exploit different amounts of a priori information. Topologies generated from the m...
Frank Oldewurtel, Petri Mähönen
IMC
2010
ACM
14 years 9 months ago
Network traffic characteristics of data centers in the wild
Although there is tremendous interest in designing improved networks for data centers, very little is known about the network-level traffic characteristics of current data centers...
Theophilus Benson, Aditya Akella, David A. Maltz
CDC
2010
IEEE
105views Control Systems» more  CDC 2010»
14 years 6 months ago
Universal scheduling for networks with arbitrary traffic, channels, and mobility
We extend stochastic network optimization theory to treat networks with arbitrary sample paths for arrivals, channels, and mobility. The network can experience unexpected link or n...
Michael J. Neely