渗透计算的系统综述

IF 3.5 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS ACM Transactions on Internet of Things Pub Date : 2022-02-15 DOI:10.1145/3488247
Benazir Neha, S. K. Panda, P. Sahu, Kshira Sagar Sahoo, A. Gandomi
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引用次数: 17

摘要

与相关计算范例(云、雾和边缘)相关联的渗透计算作为处理数字设备生成的大量安全关键型和延迟敏感型数据的有前途的解决方案而出现。这是一个不断发展的研究领域,研究跨云/边缘基础设施的微服务形式的应用程序的部署、迁移和优化。它通过利用边缘和云平台,在以技术为中心的环境中提供动态定制的微服务。渗透计算促进了数字化转型,并为交通、智慧城市、教育和医疗保健带来了好处。在本文中,我们通过系统的文献回顾方法,对渗透计算进行了全面的分析。为了确保高质量的综述,我们对众多数字图书馆进行了高级检索,以提取相关研究。高级检索策略确定了99项研究,从中选择了29项相关研究进行全面审查。我们根据渗透计算的主要特点对其应用进行了总结。在观察的基础上,我们概述了该研究领域应用的研究挑战。最后,讨论了渗透计算中已解决和未解决的安全问题。
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A Systematic Review on Osmotic Computing
Osmotic computing in association with related computing paradigms (cloud, fog, and edge) emerges as a promising solution for handling bulk of security-critical as well as latency-sensitive data generated by the digital devices. It is a growing research domain that studies deployment, migration, and optimization of applications in the form of microservices across cloud/edge infrastructure. It presents dynamically tailored microservices in technology-centric environments by exploiting edge and cloud platforms. Osmotic computing promotes digital transformation and furnishes benefits to transportation, smart cities, education, and healthcare. In this article, we present a comprehensive analysis of osmotic computing through a systematic literature review approach. To ensure high-quality review, we conduct an advanced search on numerous digital libraries to extracting related studies. The advanced search strategy identifies 99 studies, from which 29 relevant studies are selected for a thorough review. We present a summary of applications in osmotic computing build on their key features. On the basis of the observations, we outline the research challenges for the applications in this research field. Finally, we discuss the security issues resolved and unresolved in osmotic computing.
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来源期刊
CiteScore
5.20
自引率
3.70%
发文量
0
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