Context-aware Job Scheduling for Cloud Computing Environments

被引:14
作者
Assuncao, Marcos D. [1 ]
Netto, Marco A. S. [1 ]
Koch, Fernando [1 ]
Bianchi, Silvia [1 ]
机构
[1] IBM Res, Sao Paulo, Brazil
来源
2012 IEEE/ACM FIFTH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC 2012) | 2012年
关键词
D O I
10.1109/UCC.2012.33
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:255 / 262
页数:8
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