• DocumentCode
    3368987
  • Title

    Dynamic load-balanced multicast based on the Eucalyptus open-source cloud-computing system

  • Author

    Zhang, Yuqi ; Wu, Jun ; Ma, Yan ; Huang, Xiaohong ; Xu, Mingkun

  • Author_Institution
    Inst. of Network Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
  • fYear
    2011
  • fDate
    28-30 Oct. 2011
  • Firstpage
    456
  • Lastpage
    460
  • Abstract
    In clouds, many applications need to distribute large data sets from the cloud´s storage facility to all compute nodes as fast as possible, especially data-intensive parallel applications. Many multicast algorithms have been used for clusters and grid environments. In order to maximize available bandwidth and avoid bottleneck links, a common approach is to construct one or more spanning trees based on the network monitoring data and network topology. However, in clouds the available bandwidth changes dynamically, so delivering optimal performance becomes difficult. In this paper, we focus on Eucalyptus (an open-source cloud-computing platform) and propose a high performance multicast algorithms `steal-and-p2p´ based on `non-steal´ and `steal´ algorithm mentioned in [1]. We evaluate our algorithm on Eucalyptus, and show that the algorithm can achieve high throughput and perform much better having each node downloading all data directly from storage facility.
  • Keywords
    bandwidth allocation; cloud computing; grid computing; multicast communication; peer-to-peer computing; public domain software; telecommunication network topology; trees (mathematics); Eucalyptus open-source cloud-computing system; bandwidth maximisation; bottleneck link avoidance; clusters environment; data-intensive parallel application; dynamic load-balanced multicast; grid environment; network monitoring data; network topology; nonsteal algorithm; spanning trees; steal algorithm; steal-and-p2p multicast algorithm; storage facility; Algorithm design and analysis; Bandwidth; Cloud computing; Clustering algorithms; Heuristic algorithms; Throughput; Cloud Computing; Eucalyptus; Multicast Algorithm; Work Stealing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Broadband Network and Multimedia Technology (IC-BNMT), 2011 4th IEEE International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-61284-158-8
  • Type

    conf

  • DOI
    10.1109/ICBNMT.2011.6155976
  • Filename
    6155976