Practical load balancing for content requests in peer-to-peer networks

被引:0
|
作者
Mema Roussopoulos
Mary Baker
机构
[1] Harvard University,
[2] HP Labs,undefined
来源
Distributed Computing | 2006年 / 18卷
关键词
Peer-to-peer networks; Load balancing; Content replica selection;
D O I
暂无
中图分类号
学科分类号
摘要
This paper studies the problem of balancing the demand for content in a peer-to-peer network across heterogeneous peer nodes that hold replicas of the content. Previous decentralized load balancing techniques in distributed systems base their decisions on periodic updates containing information about load or available capacity observed at the serving entities. We show that these techniques do not work well in the peer-to-peer context; either they do not address peer node heterogeneity, or they suffer from significant load oscillations which result in unutilized capacity. We propose a new decentralized algorithm, Max-Cap, based on the maximum inherent capacities of the replica nodes. We show that unlike previous algorithms, it is not tied to the timeliness or frequency of updates, and consequently requires significantly less update overhead. Yet, Max-Cap can handle the heterogeneity of a peer-to-peer environment without suffering from load oscillations.
引用
收藏
页码:421 / 434
页数:13
相关论文
共 50 条
  • [41] Efficient Dynamic Load Balancing Algorithms for Multiclass Jobs in Peer to Peer Networks
    Kolla, Pavankumar
    Haripriyanka, Kola
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2011, 11 (03): : 109 - 113
  • [42] An ant-based routing and load-balancing algorithm for peer-to-peer computing grid
    Wu, Xiangning
    Hu, Chengyu
    Wang, Yuan
    Wang, Yongji
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 289 - 293
  • [43] Copyright and IPR management for cultural heritage digital content in peer-to-peer networks
    Tsolis, Dimitrios
    Sioutas, Spyros
    Xenos, Michalis Nik
    Styliaras, Georgios
    JOURNAL OF CULTURAL HERITAGE, 2011, 12 (04) : 466 - 475
  • [44] Efficient content distribution for peer-to-peer overlays on mobile ad hoc networks
    Mawji, Afzal
    Hassanein, Hossam
    JOURNAL OF ADVANCED RESEARCH, 2011, 2 (03) : 265 - 279
  • [45] Piece Fingerprinting: Binding Content and Data Blocks Together in Peer-to-peer Networks
    Wong, Walter
    Magalhaes, Mauricio F.
    Kangasharju, Jussi
    2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010, 2010,
  • [46] Changes in queries in Gnutella peer-to-peer networks
    Yang, CC
    Kwok, JSH
    JOURNAL OF INFORMATION SCIENCE, 2005, 31 (02) : 124 - 135
  • [47] Cooperation between peer-to-peer networks and ISPs
    Zhang, Xiaoyu
    Zhang, Guangzhao
    2007 FIRST INTERNATIONAL GLOBAL INFORMATION INFRASTRUCTURE SYMPOSIUM, 2007, : 230 - 233
  • [48] Meta-searches in peer-to-peer networks
    Lehikoinen, Juha
    Salminen, Ikka
    Aaltonen, Antti
    Huuskonen, Pertti
    Kaario, Juha
    PERSONAL AND UBIQUITOUS COMPUTING, 2006, 10 (06) : 357 - 367
  • [49] An analysis of peer-to-peer networks with altruistic peers
    Vassilakis, Dimitrios K.
    Vassalos, Vasilis
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2009, 2 (02) : 109 - 127
  • [50] Counteracting free riding in Peer-to-Peer networks
    Karakaya, Murat
    Koerpeoglu, Ibrahim
    Ulusoy, Oezguer
    COMPUTER NETWORKS, 2008, 52 (03) : 675 - 694