Locality-Preserving Clustering and Discovery of Resources in Wide-Area Distributed Computational Grids

@article{Shen2012LocalityPreservingCA,
  title={Locality-Preserving Clustering and Discovery of Resources in Wide-Area Distributed Computational Grids},
  author={Haiying Shen and Kai Hwang},
  journal={IEEE Transactions on Computers},
  year={2012},
  volume={61},
  pages={458-473}
}
In large-scale computational Grids, discovery of heterogeneous resources as a working group is crucial to achieving scalable performance. This paper presents a resource management scheme including a hierarchical cycloid overlay architecture, resource clustering and discovery algorithms for wide-area distributed Grid systems. We establish program/data locality by clustering resources based on their physical proximity and functional matching with user applications. We further develop dynamism… CONTINUE READING
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