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Toward Hierarchical Mixed Integer Programming for Pack-to-Swad Placement in Datacenters

Published: 07 July 2015 Publication History
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  • Abstract

    In this paper, we introduce a pack-centric approach to data center resource management by abstracting a system as a pack of resources and considering the mapping of these packs onto physical data center resource groups, called swads. The assignment of packs/VMs to swads/PMs is formulated as an integer optimization problem that can capture constraints related to the available resources, data center efficiency and customers' complex requirements. Scalability is achieved through a hierarchical decomposition method. We illustrate aspects of the proposed approach by describing and experimenting with a concrete and challenging resource allocation problem.

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    • (2017)Large-Scale VM Placement with Disk Anti-Colocation Constraints Using Hierarchical Decomposition and Mixed Integer ProgrammingIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2016.261593328:5(1361-1374)Online publication date: 1-May-2017

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    1. Toward Hierarchical Mixed Integer Programming for Pack-to-Swad Placement in Datacenters
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        Published In

        cover image Guide Proceedings
        ICAC '15: Proceedings of the 2015 IEEE International Conference on Autonomic Computing
        July 2015
        351 pages
        ISBN:9781467369718

        Publisher

        IEEE Computer Society

        United States

        Publication History

        Published: 07 July 2015

        Author Tags

        1. cloud computing
        2. datacenter
        3. integer programming
        4. resource management
        5. virtual machine placement

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        • (2017)Large-Scale VM Placement with Disk Anti-Colocation Constraints Using Hierarchical Decomposition and Mixed Integer ProgrammingIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2016.261593328:5(1361-1374)Online publication date: 1-May-2017

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