分布式云系统中微服务的自适应容器化

N. Keni, A. Kak
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引用次数: 4

摘要

应用程序部署的传统单片本地模型正迅速被基于云的微服务范式所取代,部分原因是众多云基础设施提供商的兴起提供了对各种计算硬件的无缝访问,以及应用程序为不断增长的受众提供服务的需求需要可伸缩性。虽然基于容器的虚拟化一直是微服务部署的首选方法,但到目前为止,云消费者还没有多少机会进行成本和资源优化。为此,本文介绍了一个用于微服务容器化部署的资源分配框架,称为分布式云系统中微服务的自适应容器化,它有助于降低运营成本,同时确保最低保障水平的服务。此外,还提供了各种绩效评估指标来加强所提议框架的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Containerization for Microservices in Distributed Cloud Systems
The traditional monolithic on-premises model of application deployment is fast being replaced by a cloud-based microservices paradigm, driven in part by the rise of numerous cloud infrastructure providers providing seamless access to a variety of computing hardware, and the need for applications to serve an ever-increasing audience necessitating scalability. While container-based virtualization has been the preferred method of microservice deployment, Cloud Consumers have not had much opportunity for cost and resource optimization thus far. To this end, this paper introduces a resource allocation framework for the containerized deployment of microservices, called Adaptive Containerization for Microservices in Distributed Cloud Systems, which helps reduce operating costs while ensuring a minimum guaranteed level of service. Further, a variety of performance evaluation metrics have been provided to reinforce the validity of the proposed framework.
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