A Queuing Model for Business Processes Elasticity Evaluation

Lydia Yataghene, Mourad Amziani, M. Ioualalen, S. Tata
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引用次数: 8

Abstract

Cloud Computing is a recent trend in information technology, it refers to a model for enabling ubiquitous, convenient, on demand network access to a shared pool of computing resources that can be rapidly provisioned and released with minimal effort. One of the characteristics of the Cloud is elasticity. Elasticity is the ability of Cloud service to rapidly change the amount of its allocated resources in order to meet the demands variation while ensuring a given QoS. Cloud environments are being increasingly used for deploying and executing business processes and particularly Service-based Business Processes (SBPs). Provisioning of elastic infrastruc-tures and platforms is not sufficient to provide elasticity of SBPs. Therefore, SBPs must be provided with elasticity so that they will be able to be adapted to the variations of workload, while ensuring their functional and non-functional properties. In this paper, we are interested in evaluating SBP selasticity. To do that, we propose to model SBPs elasticity using queuing model system with variable number of services copies to represent SBPs adaptation to demands variation. Afterwards, we propose to use this queuing model to evaluate SBPs elasticity.
业务流程弹性评估的排队模型
云计算是信息技术中的一个最新趋势,它指的是一种模型,该模型支持对共享的计算资源池进行无处不在的、方便的、随需应变的网络访问,这些计算资源可以以最小的代价快速供应和释放。云的特征之一是弹性。弹性是云服务快速更改其分配资源数量的能力,以便在确保给定QoS的同时满足需求变化。云环境越来越多地用于部署和执行业务流程,特别是基于服务的业务流程(sbp)。提供弹性基础设施和平台不足以提供sbp的弹性。因此,必须为sbp提供弹性,以便它们能够适应工作负载的变化,同时确保其功能性和非功能性属性。在本文中,我们感兴趣的是评估收缩压弹性。为此,我们建议使用可变服务副本数量的排队模型系统来建模sbp的弹性,以表示sbp对需求变化的适应。随后,我们提出使用该排队模型来评估sbp的弹性。
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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