Title :
Semantic overlay network for grid resource discovery
Author :
Li, Juan ; Vuong, Son
Author_Institution :
Dept. of Comput. Sci., British Columbia Univ., Vancouver, BC, Canada
Abstract :
This paper presents a new approach to grid-resource discovery by using semantic peer-to-peer (P2P) overlays. The framework is based on the RDF metadata infrastructure, allowing a rich and extensible description of resources and queries. To avoid flooding the network with a query, we propose a comprehensive semantics-based query forwarding strategy, which only forwards queries to semantically related nodes. After the related nodes have been located, the original RDF query is used to do the final query and retrieval. Results from simulation experiments demonstrate that this architecture is scalable and efficient.
Keywords :
grid computing; meta data; peer-to-peer computing; semantic networks; RDF metadata infrastructure; grid resource discovery; semantic overlay network; semantic peer-to-peer overlays; semantically related nodes; semantics-based query forwarding; Computer science; Data mining; Delay; Filters; Information retrieval; Large-scale systems; Network topology; Peer to peer computing; Resource description framework; Routing;
Conference_Titel :
Grid Computing, 2005. The 6th IEEE/ACM International Workshop on
Print_ISBN :
0-7803-9492-5
DOI :
10.1109/GRID.2005.1542756