Resilient and dependability management in distributed environments: a systematic and comprehensive literature review

被引:37
作者
Amiri, Zahra [1 ]
Heidari, Arash [1 ]
Navimipour, Nima Jafari [2 ]
Unal, Mehmet [3 ]
机构
[1] Islamic Azad Univ, Dept Comp Engn, Tabriz Branch, Tabriz, Iran
[2] Kadir Has Univ, Dept Comp Engn, Istanbul, Turkey
[3] Nisantasi Univ, Dept Comp Engn, Istanbul, Turkey
来源
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS | 2023年 / 26卷 / 02期
基金
英国科研创新办公室;
关键词
Distributed environments; Dependability; Resiliency; Cloud computing; Edge; SLR; OBJECTIVE DEPLOYMENT OPTIMIZATION; COMPUTING ARCHITECTURE; DIGITAL TWINS; BLOCKCHAIN; FOG; INTERNET; IOT; RELIABILITY; SECURITY; TAXONOMY;
D O I
10.1007/s10586-022-03738-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the galloping progress of the Internet of Things (IoT) and related technologies in multiple facets of science, distribution environments, namely cloud, edge, fog, Internet of Drones (IoD), and Internet of Vehicles (IoV), carry special attention due to their providing a resilient infrastructure in which users can be sure of a secure connection among smart devices in the network. By considering particular parameters which overshadow the resiliency in distributed environments, we found several gaps in the investigated review papers that did not comprehensively touch on significantly related topics as we did. So, based on the resilient and dependable management approaches, we put forward a beneficial evaluation in this regard. As a novel taxonomy of distributed environments, we presented a well-organized classification of distributed systems. At the terminal stage, we selected 37 papers in the research process. We classified our categories into seven divisions and separately investigated each one their main ideas, advantages, challenges, and strategies, checking whether they involved security issues or not, simulation environments, datasets, and their environments to draw a cohesive taxonomy of reliable methods in terms of qualitative in distributed computing environments. This well-performed comparison enables us to evaluate all papers comprehensively and analyze their advantages and drawbacks. The SLR review indicated that security, latency, and fault tolerance are the most frequent parameters utilized in studied papers that show they play pivotal roles in the resiliency management of distributed environments. Most of the articles reviewed were published in 2020 and 2021. Besides, we proposed several future works based on existing deficiencies that can be considered for further studies.
引用
收藏
页码:1565 / 1600
页数:36
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