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Online scheduling on two uniform machines to minimize the makespan

Published: 01 May 2009 Publication History

Abstract

We consider two problems of online scheduling on two uniform machines: online scheduling under a grade of service (GoS) and online scheduling with reassignment. These problems are online in the sense that when a job presents, we have to irrevocably assign it to one of the machines before the next job is seen. The objective is to minimize the makespan. In the first problem, GoS means that some jobs have to be processed by some machine so that they can be guaranteed a higher quality. Assume that the speed of the higher GoS machine is normalized to 1, while the speed of the other one is s. We show that a lower bound of competitive ratio is 1+2ss+2 in the case 0 1. Then we propose and analyze two online algorithms: HSF algorithm and EX-ONLINE algorithm. HSF is optimal in the case where s>1 and @S"1>=@S"2s, where @S"1 and @S"2 denote the total processing time of jobs which request higher GoS machine and the total processing time of jobs which request the normal one, respectively. EX-ONLINE is optimal in the case 2(2-1)@__ __s@__ __1. In the second problem, we study two subproblems P"L and P"A proposed in [Z. Tan, S. Yu, Online scheduling with reassignment, Operations Research Letters 36 (2008) 250-254]. Assume that the speeds of 2 uniform machines are 1 and s>=1, respectively. For P"L where we can reassign the last k jobs of the sequence, we show a lower bound of competitive ratio 1+11+s. For P"A where we can reassign arbitrary k jobs, we show a lower bound of competitive ratio (s+1)^2s^2+s+1. We propose a s+1s-competitive algorithm HSF-1 for both P"L and P"A. For P"A, we propose a (s+1)^2s+2-competitive algorithm EX-RA, which is superior to HSF-1 when 1@__ __s@__ __2.

References

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Borodin, A. and El-Yaniv, R., Online Computation and Competitive Analysis. 1998. Cambridge University Press, Cambridge.
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Pruhs, K., Sgall, J. and Torng, E., Online scheduling. In: Leung, J.Y.-T. (Ed.), Handbook of Scheduling: Algorithms, Models, and Performance Analysis,
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Park, Jongho, Chang, Soo Y. and Lee, Kangbok, Online and semi-online scheduling of two machines under a grade of service provision. Operations Research Letters. v34. 692-696.
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Wen, J. and Du, D., Preemptive on-line scheduling for two uniform processors. Operations Research Letters. v23. 113-116.
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Tan, Z. and Yu, S., Online scheduling with reassignment. Operations Research Letters. v36. 250-254.
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Published In

cover image Theoretical Computer Science
Theoretical Computer Science  Volume 410, Issue 21-23
May, 2009
340 pages

Publisher

Elsevier Science Publishers Ltd.

United Kingdom

Publication History

Published: 01 May 2009

Author Tags

  1. Competitive analysis
  2. Grade of service
  3. Makespan
  4. Online scheduling
  5. Reassignment
  6. Uniform machines

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  • (2021)Online Makespan Scheduling with Job Migration on Uniform MachinesAlgorithmica10.1007/s00453-021-00852-583:12(3537-3566)Online publication date: 19-Aug-2021
  • (2018)General parametric scheme for the online uniform machine scheduling problem with two different speedsInformation Processing Letters10.1016/j.ipl.2018.01.009134:C(18-23)Online publication date: 1-Jun-2018
  • (2018)A survey on makespan minimization in semi-online environmentsJournal of Scheduling10.1007/s10951-018-0567-z21:3(269-284)Online publication date: 1-Jun-2018
  • (2014)Semi-online scheduling with two GoS levels and unit processing timeTheoretical Computer Science10.1016/j.tcs.2013.11.026521(62-72)Online publication date: 1-Feb-2014
  • (2012)Online minimum makespan scheduling with a bufferProceedings of the 6th international Frontiers in Algorithmics, and Proceedings of the 8th international conference on Algorithmic Aspects in Information and Management10.1007/978-3-642-29700-7_15(161-171)Online publication date: 14-May-2012
  • (2011)Optimal algorithms for online scheduling with bounded rearrangement at the endTheoretical Computer Science10.1016/j.tcs.2011.07.014412:45(6269-6278)Online publication date: 1-Oct-2011
  • (2011)Optimal semi-online algorithms for scheduling problems with reassignment on two identical machinesInformation Processing Letters10.1016/j.ipl.2011.01.002111:9(423-428)Online publication date: 1-Apr-2011
  • (2010)Online scheduling with reassignment on two uniform machinesTheoretical Computer Science10.1016/j.tcs.2010.04.020411:31-33(2890-2898)Online publication date: 1-Jun-2010
  • (2009)Online scheduling on two uniform machines subject to eligibility constraintsTheoretical Computer Science10.1016/j.tcs.2009.06.032410:38-40(3975-3981)Online publication date: 1-Sep-2009

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