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The utilization of algorithms for cloud internet of things application domains: a review
Frontiers of Computer Science ( IF 4.2 ) Pub Date : 2021-01-22 , DOI: 10.1007/s11704-019-9056-6
Edje E. Abel , Muhammad Shafie Abd Latiff

Cloud internet of things (IoT) is an emerging technology that is already impelling the daily activities of our lives. However, the enormous resources (data and physical features of things) generated from Cloud-enabled IoT sensing devices are lacking suitable managerial approaches. Existing research surveys on Cloud IoT mainly focused on its fundamentals, definitions and layered architecture as well as security challenges. Going by the current literature, none of the existing researches is yet to provide a detailed analysis on the approaches deployed to manage the heterogeneous and dynamic resource data generated by sensor devices in the cloud-enabled IoT paradigm. Hence, to bridge this gap, the existing algorithms designed to manage resource data on various CloudIoT application domains are investigated and analyzed. The emergence of CloudIoT, followed by previous related survey articles in this field, which motivated the current study is presented. Furthermore, the utilization of simulation environment, highlighting the programming languages and a brief description of the simulation packages adopted to design and evaluate the performance of the algorithms are examined. The utilization of diverse network communication protocols and gateways to aid resource dissemination in the cloud-enabled IoT network infrastructure are also discussed. The future work as discussed in previous researches, which pave the way for future research directions in this field is also presented, and ends with concluding remarks.



中文翻译:

云物联网应用领域算法的利用:综述

物联网云(IoT)是一种新兴技术,已经在推动我们的日常生活。但是,基于云的物联网传感设备产生的巨大资源(事物的数据和物理特征)缺乏合适的管理方法。现有的有关云物联网的研究调查主要集中在其基础知识,定义和分层架构以及安全性挑战上。根据当前文献,尚无任何现有研究提供对部署的方法的详细分析,这些方法用于管理启用云的IoT范例中传感器设备生成的异构和动态资源数据。因此,为了弥合这一差距,对旨在管理各种CloudIoT应用程序域上的资源数据的现有算法进行了研究和分析。CloudIoT的出现,其次是该领域以前的相关调查文章,这些文章激发了当前的研究动机。此外,还研究了仿真环境的利用,突出的编程语言以及对用于设计和评估算法性能的仿真包的简要说明。还讨论了在支持云的IoT网络基础架构中利用各种网络通信协议和网关来协助资源分发。还介绍了先前研究中讨论的未来工作,这些工作为该领域的未来研究方向铺平了道路,并以结语结尾。重点介绍了编程语言,并简要介绍了用于设计和评估算法性能的仿真程序包。还讨论了在支持云的IoT网络基础架构中利用各种网络通信协议和网关来协助资源分发。还介绍了先前研究中讨论的未来工作,这些工作为该领域的未来研究方向铺平了道路,并以结语结尾。重点介绍了编程语言,并简要介绍了用于设计和评估算法性能的仿真程序包。还讨论了在支持云的IoT网络基础架构中利用各种网络通信协议和网关来协助资源分发。还介绍了先前研究中讨论的未来工作,这些工作为该领域的未来研究方向铺平了道路,并以结语结尾。

更新日期:2021-01-22
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