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Reusable Cost-Based Scheduling of Grid Workflows Operating on Higher-Order Components
Amsterdam, Netherlands December 04-December 06
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/E-SCIENCE.2006.116Second IEEE International Conference ...
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C.L. Dumitrescu, Technical University of Delft, Netherlands
D.H.J. Epema, Technical University of Delft, Netherlands
J. Dunnweber, The University of Munster, Germany
S. Gorlatch, The University of Munster, Germany
Grid applications are increasingly being developed as workflows built of well-structured, reusable components. We develop a user-transparent scheduling approach for Higher-Order Components (HOCs) . parallel implementations of typical programming patterns, accessible and customizable via Web services. We introduce a set of cost functions for a reusable scheduling: when the workflow recurs, it is mapped to the same execution nodes, avoiding the need for a repeated scheduling phase. We prove the efficiency of our scheduling by implementing it within the KOALA scheduler and comparing it with KOALA's standard Closeto- File policy. Experiments on scheduling HOC-based applications achieve a 40% speedup in communication and a 100% throughput increase.
Citation:
C.L. Dumitrescu, D.H.J. Epema, J. Dunnweber, S. Gorlatch, "Reusable Cost-Based Scheduling of Grid Workflows Operating on Higher-Order Components," e-science, pp.87, Second IEEE International Conference on e-Science and Grid Computing (e-Science'06), 2006
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