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CCGRID
2008
IEEE
14 years 4 months ago
Adaptive Hybrid Model for Long Term Load Prediction in Computational Grid
Long term load prediction can assist task scheduling and load balancing greatly in distributed environment such as computational grid. Due to the dynamic property of grid environm...
Yulai Yuan, Yongwei Wu, Guangwen Yang, Weimin Zhen...
ICDM
2003
IEEE
104views Data Mining» more  ICDM 2003»
14 years 3 months ago
Localized Prediction of Continuous Target Variables Using Hierarchical Clustering
In this paper, we propose a novel technique for the efficient prediction of multiple continuous target variables from high-dimensional and heterogeneous data sets using a hierarch...
Aleksandar Lazarevic, Ramdev Kanapady, Chandrika K...
PODC
2010
ACM
14 years 1 months ago
Adaptive system anomaly prediction for large-scale hosting infrastructures
Large-scale hosting infrastructures require automatic system anomaly management to achieve continuous system operation. In this paper, we present a novel adaptive runtime anomaly ...
Yongmin Tan, Xiaohui Gu, Haixun Wang
ESCIENCE
2006
IEEE
14 years 1 months ago
Soft Benchmarks-Based Application Performance Prediction Using a Minimum Training Set
Application execution time prediction is of key importance in making decisions about efficient usage of Grid resources. Grid services lack support of a generic application executi...
Farrukh Nadeem, Muhammad Murtaza Yousaf, Radu Prod...
SDM
2010
SIAM
191views Data Mining» more  SDM 2010»
13 years 11 months ago
Active Ordering of Interactive Prediction Tasks
Many applications involve a set of prediction tasks that must be accomplished sequentially through user interaction. If the tasks are interdependent, the order in which they are p...
Abhimanyu Lad, Yiming Yang