• DocumentCode
    1640596
  • Title

    Superlinear speedup in Windows Azure cloud

  • Author

    Gusev, Marjan ; Ristov, Sasko

  • Author_Institution
    Ss. Cyril and Methodius University, Faculty of Information Sciences and Computer Engineering, Rugjer Boshkovik 16, PO Box 393, 1000 Skopje, Macedonia
  • fYear
    2012
  • Firstpage
    173
  • Lastpage
    175
  • Abstract
    Azure cloud offers Platform-as-a-Service (PaaS) to its customers. It uses Hyper-V hypervisor to manage instances of virtual machines. Several papers report superlinear speedup for execution of dense matrix-matrix multiplication algorithm comparing the parallel and sequential executions. The existence of a superlinear speedup is also confirmed in some cases of virtualized and cloud environments. In this paper we realized a series of experiments to find out if the superlinear speedup is also possible on the Azure cloud for executing the dense matrix-matrix multiplication algorithm using the same hardware infrastructure. In addition to the hypothesis about existence of a superlinear speedup we will theoretically explain the experimental results and determine the regions and particular matrix sizes where it may occur.
  • Keywords
    Cloud Computing; High Performance Computing; Performance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Networking (CLOUDNET), 2012 IEEE 1st International Conference on
  • Conference_Location
    Paris, France
  • Print_ISBN
    978-1-4673-2797-8
  • Type

    conf

  • DOI
    10.1109/CloudNet.2012.6483679
  • Filename
    6483679