在多租户SaaS应用程序中实现性能隔离

MW4NG '12 Pub Date : 2012-12-03 DOI:10.1145/2405178.2405184
Stefan Walraven, Tanguy Monheim, E. Truyen, W. Joosen
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引用次数: 38

摘要

通过在多个客户组织(称为租户)之间共享硬件和软件资源,多租户在实现高运营成本效率方面显示出了良好的结果。在云计算上下文中,这种范例使云提供商能够通过划分资源来降低运营成本,并简化应用程序的管理和维护。使用应用程序级多租户可以实现最大的成本效率。但是,这种高级别的资源共享使不同承租者之间的性能隔离复杂化,即确保遵守不同承租者的sla,并确保一个承租者的行为不会对其他承租者的性能产生不利影响。本文探讨了多租户SaaS应用程序上下文中性能隔离的挑战。此外,我们还提出了一种中间件体系结构,使用感知租户的分析器和调度器,基于特定于租户的sla强制执行性能隔离。我们的原型显示了有希望的初步结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards performance isolation in multi-tenant SaaS applications
Multi-tenancy has shown promising results in achieving high operational cost efficiency by sharing hardware and software resources among multiple customer organisations, called tenants. In the context of cloud computing, this paradigm enables cloud providers to reduce operational costs by dividing resources and to simplify application management and maintenance. Maximum cost efficiency is achieved with application-level multi-tenancy. However, this high level of resource sharing complicates performance isolation between the different tenants, i.e. ensuring compliance with the SLAs of the different tenants and ensuring that the behaviour of one tenant cannot adversely affect the performance of the other tenants. This paper explores the challenges of performance isolation in the context of multi-tenant SaaS applications. In addition, we propose a middleware architecture to enforce performance isolation based on the tenant-specific SLAs, using a tenant-aware profiler and a scheduler. Our prototype reveals promising initial results.
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