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ISNN
2005
Springer
14 years 2 months ago
Internet Traffic Prediction by W-Boost: Classification and Regression
Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...
Hanghang Tong, Chongrong Li, Jingrui He, Yang Chen
JMLR
2010
148views more  JMLR 2010»
13 years 3 months ago
A Generalized Path Integral Control Approach to Reinforcement Learning
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
VTC
2010
IEEE
114views Communications» more  VTC 2010»
13 years 7 months ago
Power Control Game with SINR-Pricing in Variable-Demand Wireless Data Networks
—Game theory has been applied to model power control in wireless systems for years. Conventional power control games tend to consider unlimited backlogged user traffic. Differen...
Fu-Yun Tsuo, Wei-Lin Lee, Chih-Yu Wang, Hung-Yu We...
COMSWARE
2007
IEEE
14 years 3 months ago
Distributed Fault-Tolerant Topology Control in Static and Mobile Wireless Sensor Networks
— In wireless sensor networks, minimizing power consumption and at the same time maintaining desired properties in the network topology is of prime importance. In this work, we p...
Indranil Saha, Lokesh Kumar Sambasivan, Ranjeet Ku...
CDC
2008
IEEE
193views Control Systems» more  CDC 2008»
13 years 8 months ago
Admission control and routing in multi-hop wireless networks
To enable services such as streaming multimedia and voice in multi-hop wireless networks it is necessary to develop algorithms that guarantee Quality of Service (QoS). In this pape...
Juan José Jaramillo, R. Srikant