• DocumentCode
    2577717
  • Title

    Intelligent semantic discovery in virtualized grid environment

  • Author

    Somasundaram, Thamarai Selvi ; Rangasamy, Kumar ; Govindarajan, Kannan

  • Author_Institution
    Dept. of Comput. Technol., Anna Univ. Chennai, Chennai, India
  • fYear
    2011
  • fDate
    3-5 June 2011
  • Firstpage
    644
  • Lastpage
    649
  • Abstract
    A basic function of Grid Scheduler is to decide which jobs to run on what computational resources based on the user´s application requirements. Since dynamic configuration of the execution environment is not supported by the grid middleware. By incorporating the virtualization technology in the existing grid infrastructure, the grid has been made configurable by creating the virtual resources based on the application requirements of the user. To create the virtual resource, it is essential to identify the suitable physical resource in which the virtual resource is created. In this paper we devise an intelligent semantic discovery mechanism to identify the suitable physical resources for the creation of virtual resources. In our proposed work physical as well as virtual information has been semantically represented using ontology knowledge base. The proposed intelligent discovery mechanism helps the Care Resource Broker [1] for making intelligent scheduling decisions in the submission of jobs to physical as well virtual resources based on the application requirements followed by the job submission. The improved performance by means of higher throughput is the result of the proposed work.
  • Keywords
    grid computing; middleware; ontologies (artificial intelligence); resource allocation; scheduling; virtualisation; CARE resource broker; dynamic configuration; grid infrastructure; grid middleware; grid scheduler; intelligent discovery mechanism; intelligent scheduling decision; intelligent semantic discovery; ontology knowledge base; virtual information; virtual resource; virtualization technology; virtualized grid environment; Computer architecture; Engines; Knowledge based systems; Monitoring; Ontologies; Semantics; Throughput; Grid; Ontology; Scheduler; Semantic; Virtualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
  • Conference_Location
    Chennai, Tamil Nadu
  • Print_ISBN
    978-1-4577-0588-5
  • Type

    conf

  • DOI
    10.1109/ICRTIT.2011.5972362
  • Filename
    5972362