A Multiple QoS Constrained Scheduling Strategy of Multiple Workflows for Cloud Computing

Meng Xu, Li-zhen Cui, Haiyang Wang, Yanbing Bi
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引用次数: 282

Abstract

Cloud computing has gained popularity in recent times. As a cloud must provide services to many users at the same time and different users have different QoS requirements, the scheduling strategy should be developed for multiple workflows with different QoS requirements. In this paper, we introduce a Multiple QoS Constrained Scheduling Strategy of Multi-Workflows (MQMW) to address this problem. The strategy can schedule multiple workflows which are started at any time and the QoS requirements are taken into account. Experimentation shows that our strategy is able to increase the scheduling success rate significantly.
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云计算中多工作流的多QoS约束调度策略
近来,云计算越来越受欢迎。由于云必须同时向多个用户提供服务,不同用户对QoS的要求不同,因此需要针对不同QoS要求的多个工作流制定调度策略。在本文中,我们引入了一种多工作流的多QoS约束调度策略(MQMW)来解决这个问题。该策略可以调度在任何时间启动的多个工作流,并考虑QoS需求。实验表明,该策略能够显著提高调度成功率。
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