Title :
Context-Aware Job Scheduling for Cloud Computing Environments
Author :
Assuncao, Marcos D. ; Netto, Marco A. S. ; Koch, Friedrich ; Bianchi, Silvio
Author_Institution :
IBM Res., Sao Paulo, Brazil
Abstract :
The more instrumented society is demanding smarter services to help coordinate daily activities and exceptional situations. Applications become sophisticated and context-aware as the pervasiveness of technology increases. In order to cope with resource limitations of mobile-based environments, it is a common practice to delegate processing intensive components to a Cloud Computing infrastructure. In this scenario, executions of server-based jobs are still dependent on the local variations of the end-user context. We claim that there is a need for an advanced model for smarter services that combines techniques of context awareness and adaptive job scheduling. This model aims at rationalising the resource utilisation in a Cloud Computing environment, while leading to significant improvement of quality of service. In this paper, we introduce such a model and describe its performance benefits through a combination of social and service simulations. We analyse the results by demonstrating gains in performance, quality of service, reduction of wasted jobs, and improvement of overall end-user experience.
Keywords :
Web services; adaptive scheduling; cloud computing; mobile computing; processor scheduling; quality of service; resource allocation; adaptive job scheduling; cloud computing infrastructure; context aware job scheduling; context awareness; daily activity coordination; end-user context; exceptional situation; mobile-based environment; quality of service; resource limitation; resource utilisation; server-based job execution; smarter service; Adaptation models; Cloud computing; Computational modeling; Context; Context-aware services; Processor scheduling; Quality of service; cloud computing; context awareness; job scheduling; virtualisation;
Conference_Titel :
Utility and Cloud Computing (UCC), 2012 IEEE Fifth International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-4432-6
DOI :
10.1109/UCC.2012.33