• DocumentCode
    3280911
  • Title

    Implementation of modified overload detection technique with VM selection strategies based on heuristics and migration control

  • Author

    Monil, Mohammad Alaul Haque ; Rahman, Rashedur M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., North South Univ., Dhaka, Bangladesh
  • fYear
    2015
  • fDate
    June 28 2015-July 1 2015
  • Firstpage
    223
  • Lastpage
    227
  • Abstract
    Due to the fast growing computing need catered by Cloud infrastructure, energy consumption reduction has been an active field of research. Dynamic VM consolidation is one such research area where server load is monitored and intelligent decision is taken to optimize the usage of datacenters. In our research, we have designed an overload detection method and several VM selection methods for VM migration to achieve the trade off in VM consolidation. We have redesigned and updated an existing overload detection algorithm using heuristics and implement it in our new VM selection algorithms combining migration control and heuristics that was introduced in[9,10]. We have evaluated our algorithms through simulation on large-scale experiments driven by real-world workload traces from more than a thousand Planet lab VMs. From the comparison with existing energy aware VM consolidation methods, it is found that performance of proposed method incurs least energy consumption.
  • Keywords
    cloud computing; energy consumption; power aware computing; virtual machines; Planet lab VM; VM selection strategies; cloud infrastructure; dynamic VM consolidation; energy aware VM consolidation methods; energy consumption; energy consumption reduction; large-scale experiments; migration control; modified overload detection technique; real-world workload traces; Detection algorithms; Energy consumption; Heuristic algorithms; Power demand; Prediction algorithms; Quality of service; Servers; Cloud; CloudSim toolkit; Datacenter; Dynamic Virtual Machine Consolidation; Planetlab VM data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Science (ICIS), 2015 IEEE/ACIS 14th International Conference on
  • Conference_Location
    Las Vegas, NV
  • Type

    conf

  • DOI
    10.1109/ICIS.2015.7166597
  • Filename
    7166597