An Effective Distributed Search Technique for Unstructured Peer-to-Peer Networks

被引：0
|
作者：
Thampi, Sabu M. [1 ]
Sekaran, Chandra K. [2 ]
机构：
[1] Kannur Univ, LBS Coll Engn, Kasaragod 671542, Kerala, India
[2] Natl Inst Technol Karnataka, Surathkal 575025, Karnataka, India
来源：
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY | 2008年 / 8卷 / 01期
关键词：
Q-learning; Searching; TTL; Unstructured P2P; Load balancing; Reinforcement Learning;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents an efficient distributed search technique for unstructured P2P networks. The scheme employs Q-learning, power peers, specialized peers, load balancing, and mobile agents. Walkers are selected from neighbors as well as power peers. Each search process updates Q-values of nodes in different Q-tables. The mobile agent based load balancing scheme assists to route the queries to least loaded power peers. The idea of TTL enhancement is followed for extending a search process. Simulation results show that the technique outperforms existing search schemes.
引用
收藏
页码：128 / 135
页数：8
相关论文
共 50 条
  • [1] An efficient and distributed file search in unstructured peer-to-peer networks
    Mohammad Shojafar
    Jemal H. Abawajy
    Zia Delkhah
    Ali Ahmadi
    Zahra Pooranian
    Ajith Abraham
    [J]. Peer-to-Peer Networking and Applications, 2015, 8 : 120 - 136
  • [2] An efficient and distributed file search in unstructured peer-to-peer networks
    Shojafar, Mohammad
    Abawajy, Jemal H.
    Delkhah, Zia
    Ahmadi, Ali
    Pooranian, Zahra
    Abraham, Ajith
    [J]. PEER-TO-PEER NETWORKING AND APPLICATIONS, 2015, 8 (01) : 120 - 136
  • [3] Ecologically inspired distributed search in unstructured peer-to-peer networks
    Sa, Li
    Ding, Yongsheng
    [J]. 2007 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING WORKSHOPS, PROCEEDINGS, 2007, : 404 - 407
  • [4] Search in unstructured peer-to-peer networks
    Jia, ZQ
    Tang, XH
    You, JY
    Li, ML
    [J]. WEB INFORMATION SYSTEMS - WISE 2004, PROCEEDINGS, 2004, 3306 : 694 - 705
  • [5] AN ADAPTIVE DISTRIBUTED HYBRID SEARCH SCHEME FOR UNSTRUCTURED PEER-TO-PEER NETWORKS
    Li Shiyong
    Lin Fuhong
    Wu Hengkui
    Qin Yajuan
    Zhang Hongke
    [J]. PROCEEDINGS OF 2009 2ND IEEE INTERNATIONAL CONFERENCE ON BROADBAND NETWORK & MULTIMEDIA TECHNOLOGY, 2009, : 664 - 668
  • [6] Efficient search in unstructured peer-to-peer networks
    Cholvi, V
    Felber, P
    Biersack, E
    [J]. EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS, 2004, 15 (06): : 535 - 548
  • [7] Index Distribution Technique for Efficient Search on Unstructured Peer-to-Peer Networks
    Lerthirunwong, Sumeth
    Maruyama, Naoya
    Matsuoka, Satoshi
    [J]. ECTI-CON 2008: PROCEEDINGS OF THE 2008 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2008, : 97 - +
  • [8] Dynamic Search Algorithm in Unstructured Peer-to-Peer Networks
    Lin, Tsungnan
    Lin, Pochiang
    Wang, Hsinping
    Chen, Chiahung
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2009, 20 (05) : 654 - 666
  • [9] Hybrid search schemes for unstructured peer-to-peer networks
    Gkantsidis, C
    Mihail, N
    Saberi, A
    [J]. IEEE INFOCOM 2005: THE CONFERENCE ON COMPUTER COMMUNICATIONS, VOLS 1-4, PROCEEDINGS, 2005, : 1526 - 1537
  • [10] A Distributed Hybrid Scheme for Unstructured Peer-to-Peer Networks
    Tang, Yong
    Zhang, Zhan
    Chen, Shigang
    Fan, Guangbin
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-12, 2006, : 30 - 35
12345