User Request Scheduling for Multimedia Resource using Improved Fuzzy Logic with Hybrid Lyapunov Based Algorithm in Hybrid Cloud
D.Daniel1, A.Wims Magdalene Mary2
1D.Daniel, Department of CSE, CHRIST(Deemed to be University, Bengaluru, (Karnataka), India.
2A.Wims Magdalene Mary, Department of ECE, Sri Krishna College of Engineering and Technology, Coimbatore, (Tamil Nadu), India.
Manuscript received on 23 March 2019 | Revised Manuscript received on 30 March 2019 | Manuscript published on 30 March 2019 | PP: 1432-1436 | Volume-7 Issue-6, March 2019 | Retrieval Number: F2677037619/19©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: The hybrid cloud provides vast opportunity to access the varied resources for effective provisioning of services to its users. The proposed scheduling algorithm uses the K-Nearest Neighbor(KNN) to locate the current location of the user and the nearest available computing resource. The Improved Fuzzy Logic (IFL) is applied for improving the resource balancing so that the resources are better utilized for the scheduling process. The wastage of resource usage and ideal resource are reduced considerably. The HLA scheduling is applied with the IFL, and based on the waiting of the jobs; the slots are allocated with jobs for execution. All the jobs are executed successfully with minimized execution time and makespan of the workflow application request. The performances of three algorithms are measured with parameters such as execution time, makespan time, in millisecond (ms). The execution speed is measured as throughput in MIPS (Millions of Instruction per Second). The resource utilization and usage of VMs are increased in the proposed scheduling algorithm resulting in a less number of ideal resources and reduced application cost.
Keywords: Improved Fuzzy Logic, Hybrid Lyapunov, Workload balancing.
Scope of the Article: Wireless Multimedia Systems