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Online scheduling with migration on two hierarchical machines

Author

Listed:
  • Islam Akaria

    (University of Haifa)

  • Leah Epstein

    (University of Haifa)

Abstract

We consider online scheduling with migration on two hierarchical machines, with the goal of minimizing the makespan. In this model, one of the machines can run any job, while the other machine can only receive jobs from a subset of the input jobs. In addition, in this problem, there is a constant parameter $$M \ge 0$$ M ≥ 0 , called the migration factor. Jobs are presented one by one, and every arrival of a new job of size x does not only require the algorithm to assign the job to one of the machines, but it also allows the algorithm to reassign any subset of previously presented jobs, whose total size is at most $$M \cdot x$$ M · x . We show that no algorithm with a finite migration factor has a competitive ratio below $$\frac{3}{2}$$ 3 2 , and design an algorithm with this competitive ratio and migration factor 1. We prove that this is the best possible result, in the sense that no algorithm with a smaller migration factor can have a competitive ratio of $$\frac{3}{2}$$ 3 2 . This provides tight bounds on the competitive ratio for all values $$M\ge 1$$ M ≥ 1 . We also find tight bounds on the competitive ratio for many other values of M.

Suggested Citation

  • Islam Akaria & Leah Epstein, 2022. "Online scheduling with migration on two hierarchical machines," Journal of Combinatorial Optimization, Springer, vol. 44(5), pages 3535-3548, December.
  • Handle: RePEc:spr:jcomop:v:44:y:2022:i:5:d:10.1007_s10878-022-00906-6
    DOI: 10.1007/s10878-022-00906-6
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    References listed on IDEAS

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    1. Lee, Kangbok & Hwang, Hark-Chin & Lim, Kyungkuk, 2014. "Semi-online scheduling with GoS eligibility constraints," International Journal of Production Economics, Elsevier, vol. 153(C), pages 204-214.
    2. Peter Sanders & Naveen Sivadasan & Martin Skutella, 2009. "Online Scheduling with Bounded Migration," Mathematics of Operations Research, INFORMS, vol. 34(2), pages 481-498, May.
    3. Yiwei Jiang, 2008. "Online scheduling on parallel machines with two GoS levels," Journal of Combinatorial Optimization, Springer, vol. 16(1), pages 28-38, July.
    4. An Zhang & Yiwei Jiang & Lidan Fan & Jueliang Hu, 2015. "Optimal online algorithms on two hierarchical machines with tightly-grouped processing times," Journal of Combinatorial Optimization, Springer, vol. 29(4), pages 781-795, May.
    5. Wu, Yong & Ji, Min & Yang, Qifan, 2012. "Optimal semi-online scheduling algorithms on two parallel identical machines under a grade of service provision," International Journal of Production Economics, Elsevier, vol. 135(1), pages 367-371.
    6. Ming Liu & Chengbin Chu & Yinfeng Xu & Feifeng Zheng, 2011. "Semi-online scheduling on 2 machines under a grade of service provision with bounded processing times," Journal of Combinatorial Optimization, Springer, vol. 21(1), pages 138-149, January.
    7. Martin Skutella & José Verschae, 2016. "Robust Polynomial-Time Approximation Schemes for Parallel Machine Scheduling with Job Arrivals and Departures," Mathematics of Operations Research, INFORMS, vol. 41(3), pages 991-1021, August.
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    Cited by:

    1. Islam Akaria & Leah Epstein, 2023. "Bin stretching with migration on two hierarchical machines," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 98(1), pages 111-153, August.

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