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MMM
2006
Springer
133views Multimedia» more  MMM 2006»
15 years 10 months ago
A SVM-based personal recommendation system for TV programs
This paper presents a SVM-based prediction approach for constructing personal recommendation system for TV programs. We have applied Support Vector Machine (SVM) to personal predi...
Jin An Xu, Kenji Araki
CIMCA
2008
IEEE
15 years 11 months ago
Analyzing Resource-Usage Impact on Component-Based Systems Performance and Reliability
An early prediction of resource utilization and its impact on system performance and reliability can reduce the overall system cost, by allowing early correction of detected probl...
Aida Causevic, Paul Pettersson, Cristina Cerschi S...
GECCO
2008
Springer
134views Optimization» more  GECCO 2008»
15 years 5 months ago
Branch predictor on-line evolutionary system
In this work a branch prediction system which utilizes evolutionary techniques is introduced. It allows the predictor to adapt to the executed code and thus to improve its perform...
Karel Slany
IPPS
2005
IEEE
15 years 10 months ago
Proactive Fault Handling for System Availability Enhancement
Proactive fault handling combines prevention and repair actions with failure prediction techniques. We extend the standard availability formula by five key measures: (1) precisio...
Felix Salfner, Miroslaw Malek
ICPP
2008
IEEE
15 years 11 months ago
Dynamic Meta-Learning for Failure Prediction in Large-Scale Systems: A Case Study
Despite great efforts on the design of ultra-reliable components, the increase of system size and complexity has outpaced the improvement of component reliability. As a result, fa...
Jiexing Gu, Ziming Zheng, Zhiling Lan, John White,...