Chord: A scalable peer-to-peer lookup service for internet applications
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
A scalable content-addressable network
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
ACM Computing Surveys (CSUR)
M-tree: An Efficient Access Method for Similarity Search in Metric Spaces
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Index-driven similarity search in metric spaces (Survey Article)
ACM Transactions on Database Systems (TODS)
Efficient Semantic-Based Content Search in P2P Network
IEEE Transactions on Knowledge and Data Engineering
P-tree: a p2p index for resource discovery applications
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Mercury: supporting scalable multi-attribute range queries
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
SWAM: a family of access methods for similarity-search in peer-to-peer data networks
Proceedings of the thirteenth ACM international conference on Information and knowledge management
LSH forest: self-tuning indexes for similarity search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Supporting Complex Multi-Dimensional Queries in P2P Systems
ICDCS '05 Proceedings of the 25th IEEE International Conference on Distributed Computing Systems
iDistance: An adaptive B+-tree based indexing method for nearest neighbor search
ACM Transactions on Database Systems (TODS)
BATON: a balanced tree structure for peer-to-peer networks
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Range Queries in Trie-Structured Overlays
P2P '05 Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing
Supporting Multi-Dimensional Range Queries in Peer-to-Peer Systems
P2P '05 Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing
VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
M-Chord: a scalable distributed similarity search structure
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
On scalability of the similarity search in the world of peers
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
P-ring: an efficient and robust P2P range index structure
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Online balancing of range-partitioned data with applications to peer-to-peer systems
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Peer-to-peer similarity search in metric spaces
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Similarity Searching: Towards Bulk-Loading Peer-to-Peer Networks
SISAP '08 Proceedings of the First International Workshop on Similarity Search and Applications (sisap 2008)
Designing a Peer-to-Peer Architecture for Distributed Image Retrieval
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Efficient range query processing in metric spaces over highly distributed data
Distributed and Parallel Databases
Answering similarity queries in peer-to-peer networks
Information Systems
Building a web-scale image similarity search system
Multimedia Tools and Applications
A content-addressable network for similarity search in metric spaces
DBISP2P'05/06 Proceedings of the 2005/2006 international conference on Databases, information systems, and peer-to-peer computing
Range query optimization leveraging peer heterogeneity in DHT data networks
DBISP2P'05/06 Proceedings of the 2005/2006 international conference on Databases, information systems, and peer-to-peer computing
Peer-to-peer similarity search based on m-tree indexing
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
A scalable nearest neighbor search in p2p systems
DBISP2P'04 Proceedings of the Second international conference on Databases, Information Systems, and Peer-to-Peer Computing
Large-scale similarity data management with distributed Metric Index
Information Processing and Management: an International Journal
A scalable approach for content based image retrieval in cloud datacenter
Information Systems Frontiers
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Peer-to-peer systems constitute a promising solution for deploying novel applications, such as distributed image retrieval. Efficient search over widely distributed multimedia content requires techniques for distributed retrieval based on generic metric distance functions. In this paper, we propose a framework for distributed metric-based similarity search, where each participating peer stores its own data autonomously. In order to establish a scalable and efficient search mechanism, we adopt a super-peer architecture, where super-peers are responsible for query routing. We propose the construction of metric routing indices suitable for distributed similarity search in metric spaces. Furthermore, we present a query routing algorithm that exploits pruning techniques to selectively direct queries to super-peers and peers with relevant data. We study the performance of the proposed framework using both synthetic and real data demonstrate its scalability over a wide range of experimental setups.