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A Framework for Semantic Grid Service Discovery

  • Fei Liu
  • Fan-yuan Ma
  • Ming-lu Li
  • Lin-peng Huang
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3307)

Abstract

Grid computing provides key infrastructure for distributed problem solving in dynamic virtual organizations. It has been adopted by many scientific projects, and industrial interest is rising rapidly. Compared with traditional single computer system, effective service locating in Grid is difficult because of huge amount and wide-area distribution of dynamical services. This paper presents a new Grid framework that discovery services through the overlay network based on Grid service description semantic vectors generated by Latent Semantic Indexing (LSI) [1]. This framework uses WSRF as its base architecture and regards each Grid node as a register node to publish service that enables it has better scalability. Comparing with other Grid services discovery techniques those are based on simple keyword matching, our framework has better accuracy for it considers the advanced relevance among Grid descriptions.

Keywords

Service Discovery Overlay Network Latent Semantic Indexing Simple Object Access Protocol Semantic Vector 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • Fei Liu
    • 1
  • Fan-yuan Ma
    • 1
  • Ming-lu Li
    • 1
  • Lin-peng Huang
    • 1
  1. 1.Department of Computer Science and EngineeringShanghai Jiaotong UniversityShanghaiP. R. China

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