Autonomous data replication using Q-learning for unstructured P2P networks

Proceedings - 6th IEEE International Symposium on Network Computing and Applications, NCA 2007

Volumn , Issue , 2007, Pages 311-317

  Thampi, Sabu M ^a   Chandra Sekaran, K ^b  

^a LBS College of Engineering   (India)

^b NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CLIENT SERVER COMPUTER SYSTEMS; COMPUTER SYSTEMS; LEARNING ALGORITHMS; TECHNICAL PRESENTATIONS;

DATA REPLICATION; DATA SHARING; INTERNATIONAL SYMPOSIUM; LIMITED BANDWIDTH; LOCAL INFORMATION; NETWORK COMPUTING; NETWORK CONNECTIVITY; NODE FAILURES; PEER-TO-PEER (P2P) SYSTEMS; Q LEARNING (QL); RESOURCE DISCOVERY; SEARCH ALGORITHMS; UNSTRUCTURED P2P NETWORKS; UNSTRUCTURED PEER-TO-PEER;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 46749104139     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NCA.2007.11     Document Type: Conference Paper

References (14)

1. nd International Conference on Distributed Computing Systems (ICDCS '02).
2. Gnutella website: http://gnutella.wego.com.
3. Timo Warns and Grenadierweg. Replication for Peer-to-Peer Systems to Improve Dependability. Diploma Thesis, Department of Computing Science, Software Engineering Group, Carl Von Ossietzky University, Oldenburg.
4. Yoshihiro Gotou. Replication Methods for Enhancing Search Performance in Peer-to-peer Services, http://citeseer.ist.psu.edu/640281 .html.
5. Q.Lv, E.Cohen, K.Li, and S. Shenker. Search and Replication in Unstructured Peer-to-Peer Networks. In proceedings of ICS 2002.
6. Kavitha Ranganathan, Adriana, and Ian Foster, Improving Data Availability through Dynamic Model-Driven Replication in Large Peer-to-Peer Communities. In proceedings of the Workshop on Global and Peer-to-Peer Computing on Large Scale Distributed Systems, Berlin, May 2002.
7. Vijay Gopalakrishnan, Bujor Silagi, Bobby, and Pete Keleher. Adaptive Replication in Peer-to-Peer Systems. In proceedings of ICDCS '04.
8. nd IEEE International Symposium on Reliable Distributed Systems, 2003.
9. L.Gatani, G.L.Re A. Urso, and S. Gaglio. Reinforcement learning for P2P Searching. In proceedings of the International Workshop on Computer Architecture for Machine Perception (CAMP '05), 2005.
10. Xiuqi Li and Jie Wu. Improve Searching by Reinforcement Learning in Unstructured P2Ps. www.cse.fau/~jie/research/publications/Publicatio n_files/p2pdak06.pdf.
11. Aram Galstyan, Karl Czajkowski, and Kristina Lerman. Resource Allocation in the Grid Using Reinforcement Learning. In proceedings of International Conference on Autonomous Agents and Multiagent Systems -Vol. 3.
12. Watkins C, Dayan P. Technical Note: Q-Learning. Machine Learning, 8, pp. 279-292, 1992.
13. Pierre Yves Glorennec. Reinforcement Learning: an Overview. ESIT 2000, 14-15 September 2000, Aachen, Germany.
14. Sabu M. Thampi, K. Chandra Sekaran. An Agent Based Peer-To-Peer Network with Thesaurus Based Searching and Load Balancing. In proceedings of CIMCA-IA WTIC '05, vol 1.