• DocumentCode
    643924
  • Title

    An online load balancing scheduling algorithm for cloud data centers considering real-time multi-dimensional resource

  • Author

    Minxian Xu ; Wenhong Tian

  • Author_Institution
    Sch. of Inf. & Software Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • Volume
    01
  • fYear
    2012
  • fDate
    Oct. 30 2012-Nov. 1 2012
  • Firstpage
    264
  • Lastpage
    268
  • Abstract
    In general, load-balance scheduling is NP-hard problem as proved in many open literatures. We introduce an online load balancing resource scheduling algorithm (OLRSA) for Cloud datacenters considering real-time and multi-dimensional resources. Unlike traditional load balance scheduling algorithms which often consider only one factor such as the CPU load in physical servers, OLRSA treats CPU, memory and network bandwidth integrated for both physical machines and virtual machines. We develop and apply integrated measurement for each server and a Cloud datacenter. Simulation results show that OLRSA has better performance than a few related load-balancing algorithms with regard to total imbalance level, makespan, as well as overall load efficiency.
  • Keywords
    cloud computing; computational complexity; computer centres; resource allocation; scheduling; CPU load; NP-hard problem; OLRSA; cloud data centers; network bandwidth; online load balancing scheduling algorithm; physical machines; physical servers; real-time multidimensional resource; virtual machines; Algorithm design and analysis; Cloud computing; Load management; Scheduling; Scheduling algorithms; Servers; Virtual machining; Cloud computing; Cloud data centers; Load balance; On-line resource scheduling algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Computing and Intelligent Systems (CCIS), 2012 IEEE 2nd International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-1855-6
  • Type

    conf

  • DOI
    10.1109/CCIS.2012.6664409
  • Filename
    6664409