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Scalable architectures for platform-as-a-service clouds: performance and cost analysis

机译:用于平台即服务云的可扩展架构:性能和成本分析

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摘要

Scalability is a significant feature of cloud computing, which ad-dresses to increase or decrease the capacities of allocated virtual resources at application, platform, database and infrastructure level on demand. We investigate scalable architecture solutions for cloud PaaS that allow services to utilize the resources dynamically and effectively without directly affecting users. We have implemented scalable architectures with different session state management solutions, deploying an online shopping cart application in a PaaS solution, and measuring the performance and cost under three server-side session state providers: Caching, SQL database and NoSQL database. A commercial solution with its supporting state management components has been used. Particularly when re-architecting software for the cloud, the trade-off between performance, scalability and cost implications needs to be discussed.
机译:可伸缩性是云计算的一项重要功能,可以按需增加或减少在应用程序,平台,数据库和基础架构级别分配的虚拟资源的容量。我们研究了针对云PaaS的可伸缩体系结构解决方案,该解决方案允许服务动态有效地利用资源而不会直接影响用户。我们已经使用不同的会话状态管理解决方案实现了可伸缩的体系结构,在PaaS解决方案中部署了在线购物车应用程序,并在三种服务器端会话状态提供程序(缓存,SQL数据库和NoSQL数据库)下评估了性能和成本。已经使用具有支持状态管理组件的商业解决方案。特别是在为云重新架构软件时,需要讨论性能,可伸缩性和成本影响之间的权衡。

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