Cost-Driven Optimization of Cloud Resource Allocation for Elastic Processes

Stefan Schulte, D. Schuller, P. Hoenisch, Ulrich Lampe, R. Steinmetz, S. Dustdar
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引用次数: 26

Abstract

Today's extensive business process landscapes make it necessary to handle the execution of a large number of business processes and individual process steps. Especially if process steps require the invocation of resource-intensive applications or a large number of applications need to be executed concurrently, process owners may have to allocate extensive computational resources, leading to high fixed cost. In the work at hand, we propose an alternative to the provision of fixed resources, based on automatic leasing and releasing of Cloud-based computational resources. For this, we present an integrated approach which addresses the cost-driven optimization of Cloud-based computational resources for business processes in order to realize so-called Elastic Processes. Through an evaluation, we show the practical applicability and benefits of our contributions. Specifically, we find that our approach substantially reduces the cost compared to an ad hoc approach.
基于成本驱动的弹性流程云资源分配优化
当今广泛的业务流程环境使得有必要处理大量业务流程和单个流程步骤的执行。特别是如果流程步骤需要调用资源密集型应用程序,或者需要并发执行大量应用程序,则流程所有者可能必须分配大量的计算资源,从而导致较高的固定成本。在手头的工作中,我们提出了一种基于云计算资源自动租赁和释放的替代方案,以提供固定资源。为此,我们提出了一种集成的方法,该方法解决了基于云的业务流程计算资源的成本驱动优化,以实现所谓的弹性流程。通过评估,我们展示了我们的贡献的实用性和效益。具体地说,我们发现我们的方法与临时方法相比大大降低了成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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