• DocumentCode
    2753618
  • Title

    Load Balancing in a Cluster-Based P2P System

  • Author

    Garofalakis, John ; Michail, Theofanis-Aristofanis

  • Author_Institution
    Dept. of Comput. Eng. & Inf., Univ. of Patras, Patras, Greece
  • fYear
    2009
  • fDate
    17-19 Sept. 2009
  • Firstpage
    133
  • Lastpage
    138
  • Abstract
    In this paper we study load balancing in a cluster based p2p system. The cluster based architecture is chosen after the study of various real systems. We then define the notion of load for that system and describe coefficients that measure the different parameters of load. We use these coefficients to define load factors that can be used to measure each node´s load. These factors are also used in two algorithms that balance the load fairly among all peers in a cluster. We improve the algorithms´ balancing performance using replication of popular objects. A set of metrics is used to evaluate the cost of each algorithm and the effect on system´s performance. Our simulation results show that it is possible to improve the fairness on load distribution without replication but with a small reduce on system´s throughput. And under the cost of replicating a small amount of objects we improve fairness without reducing system´s throughput.
  • Keywords
    peer-to-peer computing; resource allocation; software architecture; balancing performance; cluster based architecture; cluster-based P2P system; load balancing; load distribution; system performance; Clustering algorithms; Computer architecture; Costs; Informatics; Load management; Measurement; Peer to peer computing; Quality of service; System performance; Throughput; data replication; load balance; peer-to-peer architecture; performance metrics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics, 2009. BCI '09. Fourth Balkan Conference in
  • Conference_Location
    Thessaloniki
  • Print_ISBN
    978-0-7695-3783-2
  • Type

    conf

  • DOI
    10.1109/BCI.2009.25
  • Filename
    5359297