Title :
Towards lightweight distributed applications for mobile cloud computing
Author :
Shiraz, Muhammad ; Gani, Abdullah ; Khokhar, Rashid Hafeez
Author_Institution :
Fac. of Comput. Sci. & Inf. Technol., Univ. of Malaya, Kuala Lumpur, Malaysia
Abstract :
The lightness of distributed application processing platform becomes more imperative with rapid proliferation of SMDs and ever increasing demand to utilize SMDs for intensive applications. Lightweight framework aspires for minimum possible overhead and optimal possible resources utilization on SMDs. Traditionally the distributed platform is established at runtime by outsourcing intensive applications partially or entirely to cloud datacenters. Such approaches implant intensive responsibilities of distributed platform establishment and management on SMDs for the entire duration of remote application processing. For that reason computing resources of SMDs are exploited copiously. In this paper we investigate the heavyweight aspects of current offloading algorithms in two different scenarios. First, we analyze the impact of VM deployment for application offloading in simulation environment using CloudSim. Second, we investigate the heavyweight aspects of current offloading algorithms by qualitative analysis. Finally, we propose a novel model for lightweight distributed application deployment in mobile cloud computing.
Keywords :
cloud computing; computer centres; mobile computing; resource allocation; virtual machines; CloudSim; SMD; VM deployment; application offloading; cloud datacenters; distributed application processing; intensive applications outsourcing; lightweight distributed applications; minimum possible overhead; mobile cloud computing; optimal possible resources utilization; remote application processing; simulation environment; Cloud computing; Computational modeling; Energy consumption; Mobile communication; Mobile handsets; Runtime; Servers; Application offloading; Distributed Systems; Elastic Applications; Lightweight;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4673-0088-9
DOI :
10.1109/CSAE.2012.6272555