Open Access

REVIEW

Federated Learning on Internet of Things: Extensive and Systematic Review

Meenakshi Aggarwal¹, Vikas Khullar¹, Sunita Rani², Thomas André Prola^3,4,5, Shyama Barna Bhattacharjee⁶, Sarowar Morshed Shawon⁷, Nitin Goyal^8,*

1 Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, 140401, India
2 Department of CSE & IT, BPS Mahila Vishwavidyalaya, Khanpur Kalan, Sonipat, Haryana, 131305, India
3 Engineering Research & Innovation Group, Universidad Europea del Atlántico, C/Isabel Torres 21, Santander, 39011, Spain
4 Department of Project Management, Universidad Internacional Iberoamericana, Arecibo, PR, 00613, USA
5 Department of Project Management, Universidade Internacional do Cuanza, Estrada Nacional 250, Bairro Kaluapanda, Cuito-Bié, Angola
6 Department of Computer Science and Engineering, University of Science and Technology Chittagong (USTC), Chattogram, 4202, Bangladesh
7 Deptartment of EEE, University of Science and Technology Chittagong (USTC), Chattogram, 4202, Bangladesh
8 Department of Computer Science and Engineering, School of Engineering and Technology, Central University of Haryana, Mahendragarh, Haryana, 123031, India

* Corresponding Author: Nitin Goyal. Email: