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PRIMA
2009
Springer
16 years 1 months ago
Recursive Adaptation of Stepsize Parameter for Non-stationary Environments
In this article, we propose a method to adapt stepsize parameters used in reinforcement learning for dynamic environments. In general reinforcement learning situations, a stepsize...
Itsuki Noda
CHIMIT
2009
ACM
16 years 1 months ago
Scripting practices in complex systems management
System administrators are end-users too. And as end-users, they develop tools, create web pages, write command-line scripts, use spreadsheets, and repurpose existing tools. In sho...
Eser Kandogan, Paul P. Maglio, Eben M. Haber, John...
IPPS
2008
IEEE
16 years 27 days ago
CoSL: A coordinated statistical learning approach to measuring the capacity of multi-tier websites
Website capacity determination is crucial to measurement-based access control, because it determines when to turn away excessive client requests to guarantee consistent service qu...
Jia Rao, Cheng-Zhong Xu
SASO
2008
IEEE
16 years 26 days ago
Autonomic Resource Management through Self-Organising Agent Communities
In this paper, we analyse how autonomic resource management can be achieved within a system that lacks centralized information about current system demand and the state of system ...
Mariusz Jacyno, Seth Bullock, Terry R. Payne, Nick...
WCNC
2008
IEEE
16 years 26 days ago
Adaptive Split Transmission for Video Streams in Wireless Mesh Networks
— Wireless mesh networks hold great promise in the wireless transmission of video flows, particularly if the problem of providing sufficient network capacity can be addressed. ...
Wanqing Tu, Cormac J. Sreenan