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2008
IEEE
13 years 10 months ago
Translating Service Level Objectives to lower level policies for multi-tier services
Service providers and their customers agree on certain quality of service guarantees through Service Level Agreements (SLA). An SLA contains one or more Service Level Objectives (S...
Yuan Chen, Subu Iyer, Xue Liu, Dejan S. Milojicic,...
COR
2008
142views more  COR 2008»
13 years 10 months ago
Application of reinforcement learning to the game of Othello
Operations research and management science are often confronted with sequential decision making problems with large state spaces. Standard methods that are used for solving such c...
Nees Jan van Eck, Michiel C. van Wezel
CORR
2008
Springer
104views Education» more  CORR 2008»
13 years 10 months ago
A Variational Inference Framework for Soft-In-Soft-Out Detection in Multiple Access Channels
We propose a unified framework for deriving and studying soft-in soft-out (SISO) detection in multiple-access channels using the concept of variational inference. The proposed fram...
Darryl Dexu Lin, Teng Joon Lim
CORR
2008
Springer
106views Education» more  CORR 2008»
13 years 10 months ago
Distributed Algorithms for Computing Alternate Paths Avoiding Failed Nodes and Links
A recent study characterizing failures in computer networks shows that transient single element (node/link) failures are the dominant failures in large communication networks like...
Amit M. Bhosle, Teofilo F. Gonzalez
CCE
2006
13 years 10 months ago
Bayesian-based on-line applicability evaluation of neural network models in modeling automotive paint spray operations
The neural network (NN) models well trained and validated by the same data may exhibit noticeably different predictabilities in applications. This is mainly due to the fact that t...
Jia Li, Yinlun Huang