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
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