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Data-Intensive Applications Management Framework with QoS Guarantee in Grid Environments
有服务质量保证的数据密集型网格应用管理研究

Keywords: Grid,QoS,Data-intensive,Replica management,Deadline
网格
,服务质量,数据密集型,副本管理,截止期限,服务质量,质量保证,数据密集型,网格平台,应用管理,研究,Environments,Grid,QoS,Guarantee,Framework,Management,测试结果,试验测试,模拟,动态调度,调度策略,基于任务,期限,数据的可用性,管理策略

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Abstract:

Effectively management of data-intensive applications in grid environments is challenging, due to a need to consider for both computational resources and data storage resources. This paper proposes a management framework for such applications with QoS Guarantee. This framework includes two parts, one is replica management based on availability of data, and the other is deadline-based job scheduling model. In the end, a simulation evaluation and two real applications evaluation over HUSTGrid are presented, the results of the evaluations show that this framework is suitable for data-intensive applications, and the performance of this scheduling method is better than the related methods.

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