Simulation Model of Data Consistency Protocol for Multicloud Systems

Olha Kozina, Mykyta Kozin
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Abstract

The development of multi-cloud systems with an acceptable level of service delays that significantly affect the quality of the end-users experience is an open research problem, for which simulation is successfully used. This paper proposes a simulation model in Matlab for estimating the time to write data updates initiated by the end-users to the databases of all cloud service providers for a multi-cloud system with a geo-distributed middleware that implements, as an example, the VIP-grab data consistency protocol. The simulation results indicate that our model can be useful in choosing a data consistency protocol that influences the architecture of a multicloud system.
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多云系统数据一致性协议仿真模型
多云系统的开发具有可接受的服务延迟水平,这会严重影响最终用户体验的质量,这是一个开放的研究问题,对此已成功地进行了模拟。本文在Matlab中提出了一个仿真模型,用于估计将最终用户发起的数据更新写入所有云服务提供商的数据库的时间,该系统具有地理分布式中间件,以实现VIP-grab数据一致性协议为例。仿真结果表明,该模型可用于选择影响多云系统架构的数据一致性协议。
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