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» Predictive Resource Scheduling in Computational Grids
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CLUSTER
2004
IEEE
13 years 11 months ago
Bandwidth-aware co-allocating meta-schedulers for mini-grid architectures
The interaction of simultaneously co-allocated jobs can often create contention in the network infrastructure of a dedicated computational grid. This contention can lead to degrad...
William M. Jones, Louis W. Pang, Walter B. Ligon I...
ESCIENCE
2006
IEEE
13 years 11 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...
ESCIENCE
2006
IEEE
14 years 1 months ago
An Adaptive Algorithm for Information Dissemination in Self-Organizing Grids
Effective scheduling in large-scale computational grids is challenging because it requires tracking the dynamic state of the large number of distributed resources that comprise th...
Deger Cenk Erdil, Michael J. Lewis, Nael B. Abu-Gh...
OSDI
2008
ACM
14 years 8 months ago
Predicting Computer System Failures Using Support Vector Machines
Mitigating the impact of computer failure is possible if accurate failure predictions are provided. Resources, applications, and services can be scheduled around predicted failure...
Errin W. Fulp, Glenn A. Fink, Jereme N. Haack
CCGRID
2005
IEEE
14 years 1 months ago
Experiences with the KOALA co-allocating scheduler in multiclusters
In multicluster systems, and more generally, in grids, jobs may require co-allocation, i.e., the simultaneous allocation of resources such as processors and input files in multip...
Hashim H. Mohamed, Dick H. J. Epema