DocumentCode
1051895
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
Volume
11
Issue
4
fYear
2007
Firstpage
24
Lastpage
34
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;
fLanguage
English
Journal_Title
Internet Computing, IEEE
Publisher
ieee
ISSN
1089-7801
Type
jour
DOI
10.1109/MIC.2007.79
Filename
4270547
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