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ICA3PP
2005
Springer

A Deadline and Budget Constrained Scheduling Algorithm for eScience Applications on Data Grids

10 years 5 months ago
A Deadline and Budget Constrained Scheduling Algorithm for eScience Applications on Data Grids
In this paper, we present an algorithm for scheduling of distributed data intensive Bag-of-Task applications on Data Grids that have costs associated with requesting, transferring and processing datasets. The algorithm takes into account the explosion of choices that result due to a job requiring multiple datasets from multiple data sources. The algorithm builds a resource set for a job that minimizes the cost or time depending on the user’s preferences and deadline and budget constraints. We evaluate the algorithm on a Data Grid testbed and present the results.
Srikumar Venugopal, Rajkumar Buyya
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where ICA3PP
Authors Srikumar Venugopal, Rajkumar Buyya
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