Title :
Semantic based Resource Provisioning and scheduling in inter-cloud environment
Author :
Nelson, V. ; Uma, V.
Author_Institution :
Dept. of Comput. Sci., Pondicherry Univ., Pondicherry, India
Abstract :
The resources held by a single cloud are usually limited and at peak period, the organization may not be able to give the guaranteed services due to insufficient provisioning of resources. So it is essential to organize cloud systems that complement each other such as to procure resources from other participating cloud systems. However, it is difficult to provide the right resources from various cloud providers because management policies and descriptions about various resources are different in each organization. Having these differences, it is hard to provide interoperability among them. Representing cloud environment through ontology can conceptualize common attribute among the various resources semantically. Considering this fact, we propose an Inter-cloud Resource Provisioning System (IRPS) in which the resources and tasks are described semantically and stored using resource ontology and the resources are assign edusing a set of inference rules and a semantic scheduler.
Keywords :
cloud computing; inference mechanisms; ontologies (artificial intelligence); open systems; resource allocation; IRPS; cloud environment; cloud providers; cloud systems; inference rules; inter-cloud resource provisioning system; interoperability; management policies; resource ontology; semantic based resource provisioning; semantic based resource scheduling; semantic scheduler; Cloud computing; Engines; Ontologies; Resource description framework; Resource management; Scheduling; Semantics; Intercloud; inference; meta - data repository; ontology; resource sharing; sceduling; semantics;
Conference_Titel :
Recent Trends In Information Technology (ICRTIT), 2012 International Conference on
Conference_Location :
Chennai, Tamil Nadu
Print_ISBN :
978-1-4673-1599-9
DOI :
10.1109/ICRTIT.2012.6206823