Task scheduling in the internet of things: challenges, solutions, and future trends

被引:6
|
作者
Bu, Tianqi [1 ]
Huang, Zanyu [2 ]
Zhang, Kairui [3 ]
Wang, Yang [4 ]
Song, Haobin [5 ]
Zhou, Jietong [6 ]
Ren, Zhangjun [7 ]
Liu, Sen [8 ]
机构
[1] NanJing Tech Univ, Sch Mech & Power Engn, Nanjing 211816, Jiangsu, Peoples R China
[2] Beijing Univ Civil Engn & Architecture, Sch Econ & Management, Beijing 102627, Peoples R China
[3] Queens Univ, Dept Elect & Comp Engn, Kingston, ON K7L 3N6, Canada
[4] Huazhong Agr Univ, Sch Publ Adm, Wuhan 430070, Hubei, Peoples R China
[5] Hainan Vocat Univ Sci & Technol, Sch Urban Construction, Hainan 571137, Peoples R China
[6] Northwest Normal Univ, Coll Comp Sci & Engn, Lanzhou 730070, Gansu, Peoples R China
[7] Nanjing Univ Sci & Technol, Sch Elect & Opt Engn, Nanjing 210094, Jiangsu, Peoples R China
[8] Chongqing Univ, Coll Optoelect Engn, Chongqing 400044, Peoples R China
关键词
Internet of Things; Meta-heuristic algorithms; Resource management; Systematic review; Task scheduling; RESOURCE-ALLOCATION; BIG DATA; FOG; ALGORITHMS; ACCESS;
D O I
10.1007/s10586-023-03991-2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Things (IoT) paradigm, by transforming physical devices into innovative items, affects every aspect of our daily lives. It has brought a slew of evolutionary and revolutionary services that were almost impossible to imagine until recently. The numerous services and applications offered by IoT cover numerous fields, such as personal healthcare, urban life, energy management, and manufacturing. A tremendous amount of data is produced to reach valuable information and meet users' needs. In addition, since the number of services and applications is increasing rapidly, an efficient method to fulfill the growing demands in different application domains becomes challenging. To handle the mentioned problems, task scheduling mechanisms have a significant influence. Despite the importance of these methods in the IoT, an in-depth and systematic review of the current works in this area is clearly lacking. Therefore, we aim to overcome this gap by adopting an organized manner. In fact, this paper aims to specify the challenging problems in IoT task scheduling, highlight the effective works, and outline some hints for upcoming studies.
引用
收藏
页码:1017 / 1046
页数:30
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