Leaderboards/IoT and Edge/Fog Computing

IoT and Edge/Fog Computing

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Hang Wang
Linyi University
2
Othmane Friha
Badji Mokhtar-Annaba University
3
Raghubir Singh
Mimar Sinan Güzel Sanatlar Üniversitesi
4
Yushan Siriwardhana
University of Oulu
5
Ilenia Ficili
University of Messina
6
Angira Sharma
University of Oxford
7
Dang Van Huynh
Memorial University of Newfoundland
8
Prashanth Choppara
SRM University
9
Md Ariful Islam Mozumder
Inje University
10
Jose Sanchez Gracias
University of Arkansas at Fayetteville

Papers

1
LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness
IEEE Open Journal of the Communications Society|2024
138 cit.
2
Publication in Sensors (2025) [128 citations, W4408363154]
Sensors|2025
128 cit.
3
Publication in Cluster Computing (2024) [44 citations, W4404087487]
Cluster Computing|2024
44 cit.
4
Publication in IEEE Access (2025) [38 citations, W4407168692]
IEEE Access|2025
38 cit.
5
Publication in IEEE Access (2024) [33 citations, W4404688256]
IEEE Access|2024
33 cit.
6
Publication in IEEE Access (2024) [21 citations, W4400905293]
IEEE Access|2024
21 cit.
7
Publication in IEEE Access (2025) [19 citations, W4407168528]
IEEE Access|2025
19 cit.
8
SHIELD - Secure Aggregation Against Poisoning in Hierarchical Federated Learning
IEEE Transactions on Dependable and Secure Computing|2024
13 cit.
9
Publication in IEEE Access (2025) [12 citations, W4409761699]
IEEE Access|2025
12 cit.
10
Descriptor: 5G Wireless Network Intrusion Detection Dataset (5G-NIDD)
IEEE data descriptions.|2025
10 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Madhusanka Liyanage
University College Dublin
2
Ling Li
Foshan Maternity and Child Health Care Hospital
3
Sudeep Tanwar
Nirma University
4
Quoc‐Viet Pham
University College Dublin
5
Tao Zhang
South China Agricultural University
6
Thippa Reddy Gadekallu
Zhejiang A & F University
7
Luiz Felipe Pierin Ramos
Pontifícia Universidade Católica do Paraná
8
Ricky Y. K. Kwok
University of Hong Kong
9
Keping Yu
Hosei University
10
Thar Baker
Liverpool John Moores University

Papers

1
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions
IEEE Access|2023
482 cit.
2
A Survey on the Convergence of Edge Computing and AI for UAVs: Opportunities and Challenges
IEEE Internet of Things Journal|2022
432 cit.
3
Federated Learning for intrusion detection system: Concepts, challenges and future directions
Computer Communications|2022
401 cit.
4
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles
IEEE Transactions on Intelligent Transportation Systems|2022
334 cit.
5
Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions
Sustainable Cities and Society|2022
279 cit.
6
Federated learning for smart cities: A comprehensive survey
Sustainable Energy Technologies and Assessments|2022
274 cit.
7
Autonomous vehicles in 5G and beyond: A survey
Vehicular Communications|2022
212 cit.
8
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
IEEE Communications Surveys & Tutorials|2024
198 cit.
9
Energy efficient fault tolerance techniques in green cloud computing: A systematic survey and taxonomy
Sustainable Energy Technologies and Assessments|2022
187 cit.
10
A Comprehensive Survey on Artificial Intelligence Empowered Edge Computing on Consumer Electronics
IEEE Transactions on Consumer Electronics|2023
187 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Rajkumar Buyya
Queensland University of Technology
2
Giacomo Morabito
University of Catania
3
Marimuthu Palaniswami
The University of Melbourne
4
Xuemin Shen
University of Waterloo
5
Yan Zhang
State Development & Investment Corporation (China)
6
Mohsen Guizani
Mohamed bin Zayed University of Artificial Intelligence
7
Khaled B. Letaief
Hong Kong University of Science and Technology
8
Matei Zaharia
University of California, Berkeley
9
Victor C. M. Leung
University of British Columbia
10
Michele Zorzi
University of Padua

Papers

1
The Internet of Things: A survey
Computer Networks|2010
15.3k cit.
2
Internet of Things (IoT): A vision, architectural elements, and future directions
Future Generation Computer Systems|2013
12k cit.
3
A view of cloud computing
Communications of the ACM|2010
9k cit.
4
Internet of Things for Smart Cities
IEEE Internet of Things Journal|2014
6.1k cit.
5
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
Future Generation Computer Systems|2008
5.9k cit.
6
Above the Clouds: A Berkeley View of Cloud Computing
UC Berkeley|2009
5.7k cit.
7
A Survey on Mobile Edge Computing: The Communication Perspective
IEEE Communications Surveys & Tutorials|2017
5.4k cit.
8
CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
Software Practice and Experience|2010
4.9k cit.
9
Spark: cluster computing with working sets
Unknown Journal|2010
4.2k cit.
10
Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing
Unknown Journal|2012
3.6k cit.

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