Title :
Architectural Alternatives for Information Filtering in Structured Overlays
Author :
Tryfonopoulos, Christos ; Zimmer, Christian ; Weikum, Gerhard ; Koubarakis, Manolis
Author_Institution :
Max-Planck Institute for Informatics
Abstract :
Content providers are naturally distributed and produce large amounts of new information every day. Peer-to-peer information filtering is a promising approach that offers scalability, adaptivity to high dynamics, and failure resilience. The authors developed two approaches that utilize the chord distributed hash table as the routing substrate, but one stresses retrieval effectiveness, whereas the other relaxes recall guarantees to achieve lower message traffic and thus better scalability. This article highlights the two approaches´ main characteristics, presents the issues and trade-offs involved in their design, and compares them in terms of scalability, efficiency, and filtering effectiveness.
Keywords :
file organisation; information filtering; message passing; peer-to-peer computing; architectural alternatives; chord distributed hash table; content providers; efficiency effectiveness; filtering effectiveness; message traffic; peer-to-peer information filtering; retrieval effectiveness; routing substrate; scalability effectiveness; structured overlays; Feeds; Information filtering; Information retrieval; Peer to peer computing; Resilience; Routing; Scalability; Search engines; Software libraries; Subscriptions; DHT; architectures; distributed hash tables; distributed systems; information filtering; information retrieval; information storage; information technology and systems; peer-to-peer; publish-subscribe;
Journal_Title :
Internet Computing, IEEE
DOI :
10.1109/MIC.2007.79