A comprehensive survey on container resource allocation approaches in cloud computing: State-of-the-art and research challenges

Web Intell. Pub Date : 2022-01-06 DOI:10.3233/web-210474
K. Vhatkar, G. Bhole
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引用次数: 1

Abstract

The allocation of resources in the cloud environment is efficient and vital, as it directly impacts versatility and operational expenses. Containers, like virtualization technology, are gaining popularity due to their low overhead when compared to traditional virtual machines and portability. The resource allocation methodologies in the containerized cloud are intended to dynamically or statically allocate the available pool of resources such as CPU, memory, disk, and so on to users. Despite the enormous popularity of containers in cloud computing, no systematic survey of container scheduling techniques exists. In this survey, an outline of the present works on resource allocation in the containerized cloud correlative is discussed. In this work, 64 research papers are reviewed for a better understanding of resource allocation, management, and scheduling. Further, to add extra worth to this research work, the performance of the collected papers is investigated in terms of various performance measures. Along with this, the weakness of the existing resource allocation algorithms is provided, which makes the researchers to investigate with novel algorithms or techniques.
云计算中容器资源分配方法的综合调查:最新技术和研究挑战
云环境中的资源分配是高效且至关重要的,因为它直接影响到多功能性和运营费用。容器和虚拟化技术一样,由于其与传统虚拟机相比的低开销和可移植性而越来越受欢迎。容器化云中的资源分配方法旨在动态或静态地将可用的资源池(如CPU、内存、磁盘等)分配给用户。尽管容器在云计算中非常流行,但目前还没有对容器调度技术进行系统的调查。在这一调查中,概述了目前在容器化云相关的资源分配工作。为了更好地理解资源分配、管理和调度,本文对64篇研究论文进行了综述。此外,为了给这项研究工作增加额外的价值,我们还根据各种绩效指标对所收集的论文的绩效进行了调查。同时,指出了现有资源分配算法的不足之处,促使研究人员探索新的算法或技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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