Title :
Search Optimizations in Structured Peer-to-Peer Systems
Author :
Lopes, Nuno ; Baquero, Carlos
Author_Institution :
DI/CCTC, Univ. do Minho, Braga, Portugal
fDate :
June 29 2009-July 1 2009
Abstract :
DHT systems are structured overlay networks capable of using P2P resources as a scalable platform for very large data storage applications. However, their efficiency expects a level of uniformity in the association of data to index keys that is often not present in inverted indexes. Index data tends to follow non-uniform distributions, often power law distributions, creating intense local storage hotspots and network bottlenecks on specific hosts. Current techniques like caching cannot, alone, cope with this issue.We propose a distributed data structure based on a decentralized balanced tree to balance storage data and network load more uniformly across hosts. The results show that the data structure is capable of balancing resources, in particular when performing multiple keyword searches.
Keywords :
optimisation; peer-to-peer computing; search problems; storage management; tree data structures; DHT systems; data storage; distributed data structure; distributed hash tables; search optimization; structured overlay networks; structured peer-to-peer systems; Bandwidth; Collaborative work; Conferences; Data structures; International collaboration; Keyword search; Memory; Peer to peer computing; Scalability; Tree data structures; Clustering; Distributed Data Structures; Distributed Hash Tables; Distributed Systems; Search Process;
Conference_Titel :
Enabling Technologies: Infrastructures for Collaborative Enterprises, 2009. WETICE '09. 18th IEEE International Workshops on
Conference_Location :
Groningen
Print_ISBN :
978-0-7695-3683-5
DOI :
10.1109/WETICE.2009.38