微服务自动扩展的最新进展:概述

João Paulo K. S. Nunes, Thiago Bianchi, A. Y. Iwasaki, E. Nakagawa
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引用次数: 5

摘要

由于容器驱动工具(如Kubernetes和Docker)的好处和普及,微服务架构的采用已经占据了很大的比例。此外,基于微服务的应用程序的开发是一项复杂的任务,特别是因为它们可以由多个异构部分组成。特别是,主要的挑战之一是如何进行微服务的自动伸缩(即,按需添加或删除资源),同时仍然避免资源浪费,如CPU和内存。本文介绍了解决微服务自动扩展问题的最新方法,需要考虑的主要特征以及未来需要研究的重要方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
State of the Art on Microservices Autoscaling: An Overview
The adoption of microservices architecture has taken on great pro-portions due to its benefits and popularization of containers driven tools, such as Kubernetes and Docker. Besides, the development of microservice-based applications is a complex task, specially because they can be composed of multiple heterogeneous parts. In particular, one of the main challenges is how to conduct the microservices autoscaling (i.e., adding or removing resources on demand), while still avoiding resource waste, such as CPU and memory. This paper presents the state of the art of approaches to solve the problem of micro services autoscaling, the main characteristics to be considered as well as the important future directions that need to be still investigated.
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