Routing Indices For Peer-to-Peer Systems
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Distributed content-based visual information retrieval system on peer-to-peer networks
ACM Transactions on Information Systems (TOIS)
Similarity Search: The Metric Space Approach (Advances in Database Systems)
Similarity Search: The Metric Space Approach (Advances in Database Systems)
Query Routing Mechanisms in Self-Organizing Search Systems
SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Building a web-scale image similarity search system
Multimedia Tools and Applications
iCluster: a self-organizing overlay network for P2P information retrieval
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Feedback-Based Performance Tuning for Self-Organizing Multimedia Retrieval Systems
MMEDIA '10 Proceedings of the 2010 Second International Conferences on Advances in Multimedia
Semantic social overlay networks
IEEE Journal on Selected Areas in Communications
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We introduce a self-organizing similarity search system for a large-scale unstructured peer-to-peer network, called the Metric Social Network. This system does not rely on any centralized control and does not define any policy for distributing data to individual peers. It combines multiple strategies into a single system which results in abilities to scale to a large number of peers, to adapt to different data distributions, and to be robust to abrupt peer disconnections. We demonstrate these abilities by running various experimental trials on a real-life, as well as, a synthetic data set stored on up to 2,000 peers. Additionally, different data distributions among the peers, ranging from clustered to totally non-clustered and real-life data distributions, are also considered.