Title :
Self-Organizing Content Distribution in a Data Indexed DHT Network
Author :
Wang, Chen ; Alqaralleh, Bassam A. ; Zhou, Bing Bing ; Brites, Fabian ; Zomaya, Albert Y.
Author_Institution :
Sch. of Inf. Technol., Sydney Univ., NSW
Abstract :
The paper discusses the access-skew problem in a data indexed DHT network. The difference in popularity of data indexes is likely to create access hotspots that overwhelm the host node. The capability of relieving heavily loaded nodes is essential to the scalability of an overlay network. In this paper, we propose an effective content distribution method to relieve hotspots in a self-organizing manner. An algorithm is given to reduce the query traveling distance and balance the load among replica nodes. Moreover, we give a small-world model based algorithm to reduce the load-balancing cost. Experiment results show that the mechanism significantly reduces the number of dropped queries and the average query delay while keeping load-balancing cost under control
Keywords :
database indexing; peer-to-peer computing; query processing; replicated databases; resource allocation; table lookup; access-skew problem; data indexed DHT network; heavily loaded nodes; load-balancing cost; overlay network; query delay; query traveling distance; replica nodes; self-organizing content distribution; Australia; Costs; Delay; Indexes; Indexing; Information technology; Internet; Peer to peer computing; Relational databases; Scalability;
Conference_Titel :
Peer-to-Peer Computing, 2006. P2P 2006. Sixth IEEE International Conference on
Conference_Location :
Cambridge
Print_ISBN :
0-7695-2679-9
DOI :
10.1109/P2P.2006.36