A succinct state-of-the-art survey on green cloud computing: Challenges, strategies, and future directions

IF 3.8 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Sustainable Computing-Informatics & Systems Pub Date : 2024-09-10 DOI:10.1016/j.suscom.2024.101036
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Abstract

Cloud computing is a method of providing various computing services, including software, hardware, databases, data storage, and infrastructure, to the public through the Internet. The rapid expansion of cloud computing services has raised significant concerns over their environmental impact. Cloud computing services should be designed in a green manner, efficient in energy consumption, virtualized, consolidated, and eco-friendly. Green Cloud Computing (GCC) is a significant field of study that focuses on minimizing the environmental impact and energy usage of cloud infrastructures. This survey provides a comprehensive overview of the current state of GCC, focusing on the challenges, strategies, and future directions. The review study begins by identifying important challenges in GCC from practical implementations, identifying GCC-introduced environmental protection and prevention initiatives, and expressing the demand for long-term technical progression. It then addresses GCC’s primary concerns, such as energy efficiency, resource management, operational costs, and carbon emissions, and categorizes implementations according to algorithms, architectures, frameworks, general issues, and models and methodologies. Furthermore, enhancements in virtualization, multi-tenancy, and consolidation have been identified, analyzed, and accurately portrayed to address the advancements in GCC. Finally, the survey outlines future research directions and opportunities for advancing the field of GCC, including the development of novel algorithms, technologies for energy harvesting, and energy-efficient and eco-friendly solutions. By providing a comprehensive overview of GCC, this survey aims to serve as documentation for further evolving new emerging technological approaches in the GCC environment.

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关于绿色云计算的最新简明调查:挑战、战略和未来方向
云计算是一种通过互联网向公众提供各种计算服务的方法,包括软件、硬件、数据库、数据存储和基础设施。云计算服务的迅速扩展引起了人们对其环境影响的极大关注。云计算服务应采用绿色设计、高效能耗、虚拟化、整合和生态友好。绿色云计算(GCC)是一个重要的研究领域,其重点是最大限度地减少云基础设施对环境的影响和能源消耗。本调查全面概述了 GCC 的现状,重点关注挑战、战略和未来方向。回顾性研究首先从实际实施中确定了 GCC 面临的重要挑战,明确了 GCC 引入的环境保护和预防措施,并表达了对长期技术进步的需求。然后,它探讨了 GCC 的主要关注点,如能源效率、资源管理、运营成本和碳排放,并根据算法、架构、框架、一般问题以及模型和方法对实施进行了分类。此外,还对虚拟化、多租户和整合方面的改进进行了识别、分析和准确描绘,以应对 GCC 的进步。最后,调查报告概述了推动 GCC 领域发展的未来研究方向和机遇,包括开发新型算法、能源采集技术以及高能效和生态友好型解决方案。通过对 GCC 的全面概述,本调查旨在为进一步发展 GCC 环境中的新兴技术方法提供文献资料。
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来源期刊
Sustainable Computing-Informatics & Systems
Sustainable Computing-Informatics & Systems COMPUTER SCIENCE, HARDWARE & ARCHITECTUREC-COMPUTER SCIENCE, INFORMATION SYSTEMS
CiteScore
10.70
自引率
4.40%
发文量
142
期刊介绍: Sustainable computing is a rapidly expanding research area spanning the fields of computer science and engineering, electrical engineering as well as other engineering disciplines. The aim of Sustainable Computing: Informatics and Systems (SUSCOM) is to publish the myriad research findings related to energy-aware and thermal-aware management of computing resource. Equally important is a spectrum of related research issues such as applications of computing that can have ecological and societal impacts. SUSCOM publishes original and timely research papers and survey articles in current areas of power, energy, temperature, and environment related research areas of current importance to readers. SUSCOM has an editorial board comprising prominent researchers from around the world and selects competitively evaluated peer-reviewed papers.
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