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
Link To Document :
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