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» Load prediction using hybrid model for computational grid
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GRID
2007
Springer
13 years 10 months ago
Load prediction using hybrid model for computational grid
—Due to the dynamic nature of grid environments, schedule algorithms always need assistance of a long-time-ahead load prediction to make decisions on how to use grid resources ef...
Yongwei Wu, Yulai Yuan, Guangwen Yang, Weimin Zhen...
CCGRID
2008
IEEE
13 years 10 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...
TPDS
2010
154views more  TPDS 2010»
12 years 11 months ago
Adaptive Workload Prediction of Grid Performance in Confidence Windows
Predicting grid performance is a complex task because heterogeneous resource nodes are involved in a distributed environment. Long execution workload on a grid is even harder to pr...
Yongwei Wu, Kai Hwang, Yulai Yuan, Weimin Zheng
GCA
2008
13 years 5 months ago
A Grid Resource Broker with Dynamic Loading Prediction Scheduling Algorithm in Grid Computing Environment
In a Grid Computing environment, there are various important issues, including information security, resource management, routing, fault tolerance, and so on. Among these issues, ...
Yi-Lun Pan, Chang-Hsing Wu, Weicheng Huang
HPDC
2002
IEEE
13 years 9 months ago
Predicting Sporadic Grid Data Transfers
The increasingly common practice of replicating datasets and using resources as distributed data stores in Grid environments has led to the problem of determining which replica ca...
Sudharshan Vazhkudai, Jennifer M. Schopf