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IJSNET
2006
145views more  IJSNET 2006»
13 years 7 months ago
RL-MAC: a reinforcement learning based MAC protocol for wireless sensor networks
:This paper introduces RL-MAC, a novel adaptive MediaAccess Control (MAC) protocol for Wireless Sensor Networks (WSN) that employs a reinforcement learning framework. Existing sche...
Zhenzhen Liu, Itamar Elhanany
ICDE
2010
IEEE
292views Database» more  ICDE 2010»
14 years 7 months ago
Exploring Power-Performance Tradeoffs in Database Systems
With the total energy consumption of computing systems increasing in a steep rate, much attention has been paid to the design of energy-efficient computing systems and applications...
Zichen Xu, Yi-Cheng Tu, Xiaorui Wang
FLAIRS
2004
13 years 9 months ago
Developing Task Specific Sensing Strategies Using Reinforcement Learning
Robots that can adapt and perform multiple tasks promise to be a powerful tool with many applications. In order to achieve such robots, control systems have to be constructed that...
Srividhya Rajendran, Manfred Huber
USENIX
1994
13 years 9 months ago
A Quantitative Analysis of Disk Drive Power Management in Portable Computers
With the advent and subsequent popularity of portable computers, power management of system components has become an important issue. Current portable computers implement a number...
Kester Li, Roger Kumpf, Paul Horton, Thomas E. And...
SIGMETRICS
2003
ACM
129views Hardware» more  SIGMETRICS 2003»
14 years 26 days ago
Run-time modeling and estimation of operating system power consumption
The increasing constraints on power consumption in many computing systems point to the need for power modeling and estimation for all components of a system. The Operating System ...
Tao Li, Lizy Kurian John