SaaS多租户体系结构的可用性建模与分析

Wenbo Su, Chuang Lin, Kun Meng, Qu Liu
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引用次数: 5

摘要

软件即服务(SaaS)正日益成为重要的应用程序开发和交付模型。在不同的实现体系结构中,多租户体系结构(MTA)受到了广泛的关注。不仅因为它更容易维护,而且还增加了资源利用率。但是,共享同一个实例会影响每个租户的可用性。可用性是租户SLA的一个非常关键的属性,但是MTA SaaS的可用性建模和分析具有挑战性。在本文中,我们首先从租户的角度讨论了单租户和多租户之间可用性的差异。然后基于MTA特征分析了系统的维修率和故障率,并给出了以租户用户数为参数的函数表达式。建立了可用性分析的马尔可夫模型。通过实例对模型进行求解,得到了可用性的计算表达式。在此基础上,给出了具体条件下的数值计算结果,并对其进行了简单的讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and Analysis of Availability for SaaS Multi-tenant Architecture
Software as a Service(SaaS) is increasingly becoming an important application development and delivery model. Among different implementation architectures, multi-tenant architecture(MTA) has received most attentions. Not only because it is easier to be maintained, but also increases the resource utilization. However, sharing the same instance will have impact on the availability of each tenant. Availability is a very critical attribute of tenants' SLA, but modeling and analysis of availability for MTA SaaS is challenging. In this paper, we firstly discuss the differences of availability between one-tenant and multi-tenant from tenant's view. Then we analyze the repair and failure rate based on the MTA feature and give the function expression with parameters of the number of tenant's users. And a Markov model is built for availability analysis. We solve the model and get the computation expression of the availability in a case study. Then a numerical result is obtained under the specific conditions and finally we have a simply discussion on it.
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