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Scheduling imprecise computation tasks on uniform processors
Authors:Guohua Wan  Michael L Pinedo
Affiliation:a College of Management, Shenzhen University, Shenzhen 518060, China
b Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
c Stern School of Business, New York University, 40 West Fourth Street, New York, NY 10012, USA
Abstract:We consider the problem of preemptively scheduling n imprecise computation tasks on m?1 uniform processors, with each task Ti having two weights wi and View the MathML source. Three objectives are considered: (1) minimizing the maximum w-weighted error; (2) minimizing the total w-weighted error subject to the constraint that the maximum w-weighted error is minimized; (3) minimizing the maximum w-weighted error subject to the constraint that the total w-weighted error is minimized. For these objectives, we give polynomial time algorithms with time complexity O(mn4), O(mn4) and O(kmn4), respectively, where k is the number of distinct w-weights. We also present alternative algorithms for the three objectives, with time complexity O(cmn3), O(cmn3+mn4) and O(kcmn3), respectively, where c is a parameter-dependent number.
Keywords:Preemptive scheduling  Uniform processors  Imprecise computation task  Polynomial time algorithms  Algorithms  Analysis of algorithms  Combinatorial problems
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