Heterogeneous Resource Provisioning In Cloud
Cloud computing is the recent large-scale distributed computing technology, which also allocates resources to the users on demand in cost-effective manner. Resource Allocation (RA) is a dynamic access and process of the cloud resources by the end users who act as a client for Resource Provisioning. Though resource provisioning is a dynamic management technology, yet there exist issues such as resource over-provisioning and resource under-provisioning. The over-provisioning can cost user’s more than necessary resource and under-provisioning affects the application performance for the user. Therefore, the efficient usage of resources in cloud for large scale task processing is one of the most challenging tasks. The main aim of this project is to identify optimal task using Ant Colony Optimization (ACO) as first phase then for prioritizing task followed by Analytical Hierarchical Process (AHP) for heterogeneous workload allocation.
Keywords : Resource Provisioning, Resource Allocation (RA), Analytical Hierarchical Process(AHP), Ant Colony Optimization(ACO)
Volume 5 | Issue 3Download PDF