Media Cloud Service Scheduling Optimization for Resource-Intensive Mobile Application

Author:

Li Chunlin123,Zhang Jing2,Chen Yi4

Affiliation:

1. Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai, 200241, P. R. China

2. Department of Computer Science, Wuhan University of Technology, Wuhan 430063, P. R. China

3. Provincial Key Laboratory for Computer Information Processing Technology, Soochow University, Suzhou, P. R. China

4. Beijing Key Laboratory of Big Data Technology for Food Safety, Beijing Technology and Business University, P. R. China

Abstract

How to reduce energy consumption, improve resource utilization and put forward efficient resource management model so as to improve the media cloud performance and mobile users’ quality of service (QoS) is the problem needed to be addressed. Our proposed media cloud distributed scheduling model aims to maximize the utility of media cloud. The media cloud distributed scheduling policy for resource-intensive mobile application includes media service provisioning and cloud resource scheduling among media cloud datacenter. The media cloud service scheduling optimization algorithms include two sub-algorithms. The practical example of video streaming service for mobile users is also given. The experiments study the performance of media cloud distributed scheduling algorithm and related algorithms. The experiment results show that proposed algorithm has better performance than related algorithms.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Science Applications,Information Systems

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