Agentification of the Internet of Things: A systematic literature review

被引:18
|
作者
Pico-Valencia, Pablo [1 ]
Holgado-Terriza, Juan A. [2 ]
机构
[1] Pontifical Catholic Univ Ecuador, Dept Programming & Dev Software, Esmeraldas, Ecuador
[2] Univ Granada, Dept Software Engn, Granada, Spain
关键词
Internet of Things; software agent; smart objects; agent of things; agent-based modeling; multiagent system; agentification; SMART OBJECTS; FRAMEWORK; AGENTS; ARCHITECTURE; CHALLENGES;
D O I
10.1177/1550147718805945
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 is aimed at controlling the physical real world using a global network of heterogeneous smart objects that are interconnected through the Internet. Nonetheless, this emergent paradigm still poses challenges in terms of intelligence, autonomy, security, privacy, and interoperability, all of which must be overcome in order for this approach to be consolidated. The integration of Internet of Things with agent technologies has been proposed as an alternative. In this article, we present a general overview of the main preliminary models, theoretical and experimental studies, and applications currently proposed to carry out the agentification of the Internet of Things through modeling smart objects and networks of Internet of Things objects using software agents. Furthermore, we present an analysis of the main strengths, opportunities, weaknesses, and threats of this approach in terms of computational intelligence. Finally, we discuss the main challenges that must be overcome in order for the agentification process of the Internet of Things to become a consolidated paradigm to build cognitive Internet of Things applications.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Internet of Things: A systematic Literature Review
    Hashim, Hayder Salah
    Hassan, Zainuddin Bin
    Mohd Drus, Sulfeeza Bte
    [J]. Informatica (Slovenia), 2022, 46 (08): : 135 - 146
  • [2] Middleware for the Internet of Things: a systematic literature review
    Medeiros, Rodolfo
    Fernandes, Silvio
    Queiroz, Paulo G. G.
    [J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2022, 28 (01) : 54 - 79
  • [3] Privacy of the Internet of Things: A Systematic Literature Review
    Aleisa, Noura
    Renaud, Karen
    [J]. PROCEEDINGS OF THE 50TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 2017, : 5947 - 5956
  • [4] Blockchain for the Internet of Things: a Systematic Literature Review
    Conoscenti, Marco
    Vetro, Antonio
    De Martin, Juan Carlos
    [J]. 2016 IEEE/ACS 13TH INTERNATIONAL CONFERENCE OF COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2016,
  • [5] Security Analysis of the Internet of Things: A Systematic Literature Review
    Martinez, Juan
    Mejia, Jezreel
    Munoz, Mirna
    [J]. PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON SOFTWARE PROCESS IMPROVEMENT (CIMPS 2016): APPLICATIONS IN SOFTWARE ENGINEERING, 2016,
  • [6] On the Security Aspects of Internet of Things: A Systematic Literature Review
    Macedo, Evandro L. C.
    de Oliveira, Egberto A. R.
    Silva, Fabio H.
    Mello Jr, Rui R.
    Franca, Felipe M. G.
    Delicato, Flavia C.
    de Rezende, Jose F.
    de Moraes, Luis F. M.
    [J]. JOURNAL OF COMMUNICATIONS AND NETWORKS, 2019, 21 (05) : 444 - 457
  • [7] A Systematic Literature Review: Internet of Things on Smart Greenhouse
    Setyawan, Dodi Yudo
    Warsito
    Marjunus, Roniyus
    Nurfiana
    Syahputri, Rahmalia
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (12) : 672 - 679
  • [8] Serverless computing for Internet of Things: A systematic literature review
    Setti Cassel, Gustavo Andre
    Rodrigues, Vinicius Facco
    Righi, Rodrigo da Rosa
    Bez, Marta Rosecler
    Nepomuceno, Andressa Cruz
    da Costa, Cristiano Andre
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 128 : 299 - 316
  • [9] Systematic Literature Review on Data Provenance in Internet of Things
    Gultekin, Emrullah
    Aktas, Mehmet S.
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2022 WORKSHOPS, PART IV, 2022, 13380 : 31 - 46
  • [10] Industrial Internet of Things: A Systematic Literature Review and Insights
    Liao, Yongxin
    Rocha Loures, Eduardo de Freitas
    Deschamps, Fernando
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (06): : 4515 - 4525