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
相关论文
共 50 条
  • [31] Future Internet of Things: open issues and challenges
    Tsai, Chun-Wei
    Lai, Chin-Feng
    Vasilakos, Athanasios V.
    WIRELESS NETWORKS, 2014, 20 (08) : 2201 - 2217
  • [32] Future Internet of Things: open issues and challenges
    Chun-Wei Tsai
    Chin-Feng Lai
    Athanasios V. Vasilakos
    Wireless Networks, 2014, 20 : 2201 - 2217
  • [33] Recent Advances in Internet of Things and Emerging Social Internet of Things: Vision, Challenges and Trends
    Amin, Farhan
    Asghar, Ikram
    Ali, Aftab
    Hwang, Seong-Oun
    ELECTRONICS, 2022, 11 (13)
  • [34] Challenges and Solutions for Applications and Technologies in the Internet of Things
    Albishi, Saad
    Soh, Ben
    Ullah, Azmat
    Algarni, Fahad
    4TH INFORMATION SYSTEMS INTERNATIONAL CONFERENCE (ISICO 2017), 2017, 124 : 608 - 614
  • [35] Internet of Things: Architecture, Security challenges and Solutions
    Al Hinai, Siham
    Singh, Ajay Vikram
    2017 INTERNATIONAL CONFERENCE ON INFOCOM TECHNOLOGIES AND UNMANNED SYSTEMS (TRENDS AND FUTURE DIRECTIONS) (ICTUS), 2017, : 198 - +
  • [36] A Review on the Security of the Internet of Things: Challenges and Solutions
    Oludare Isaac Abiodun
    Esther Omolara Abiodun
    Moatsum Alawida
    Rami S. Alkhawaldeh
    Humaira Arshad
    Wireless Personal Communications, 2021, 119 : 2603 - 2637
  • [37] Internet of things Prospect in Nigeria: Challenges and Solutions
    Olorundare, J. Kunle
    Olubunmi, Olorundare A.
    SayyadiSani
    2017 IEEE 3RD INTERNATIONAL CONFERENCE ON ELECTRO-TECHNOLOGY FOR NATIONAL DEVELOPMENT (NIGERCON), 2017, : 736 - 745
  • [38] IoTCrawler: Challenges and Solutions for Searching the Internet of Things
    Iggena, Thorben
    Bin Ilyas, Eushay
    Fischer, Marten
    Tonjes, Ralf
    Elsaleh, Tarek
    Rezvani, Roonak
    Pourshahrokhi, Narges
    Bischof, Stefan
    Fernbach, Andreas
    Parreira, Josiane Xavier
    Schneider, Patrik
    Smirnov, Pavel
    Strohbach, Martin
    Truong, Hien
    Gonzalez-Vidal, Aurora
    Skarmeta, Antonio F.
    Singh, Parwinder
    Beliatis, Michail J.
    Presser, Mirko
    Martinez, Juan A.
    Gonzalez-Gil, Pedro
    Krogbaek, Marianne
    Christophersen, Sebastian Holmgard
    SENSORS, 2021, 21 (05) : 1 - 32
  • [39] Internet of Things: information security challenges and solutions
    Miloslavskaya, Natalia
    Tolstoy, Alexander
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (01): : 103 - 119
  • [40] A Review on the Security of the Internet of Things: Challenges and Solutions
    Abiodun, Oludare Isaac
    Abiodun, Esther Omolara
    Alawida, Moatsum
    Alkhawaldeh, Rami S.
    Arshad, Humaira
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 119 (03) : 2603 - 2637