Edge computing

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

Quoc‐Viet Pham, Fang Fang, Vu Nguyen Ha, Md. Jalil Piran, Mai Le, Long Bao Le, Won‐Joo Hwang, Zhiguo Ding

Citations: 846 • 2020

5G-Enabled Tactile Internet

Meryem Simsek, Adnan Aijaz, Mischa Döhler, Joachim Sachs, Gerhard Fettweis

Citations: 767 • 2016

A Survey on Federated Learning for Resource-Constrained IoT Devices

Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini

Citations: 719 • 2021

Artificial Intelligence‐Enabled Sensing Technologies in the 5G/Internet of Things Era: From Virtual Reality/Augmented Reality to the Digital Twin

Zixuan Zhang, Feng Wen, Zhongda Sun, Xinge Guo, Tianyiyi He, Chengkuo Lee

Citations: 437 • 2022

The tactile internet: vision, recent progress, and open challenges

Martin Maier, Mahfuzulhoq Chowdhury, Bhaskar Prasad Rimal, Dung Pham Van

Citations: 274 • 2016

Cognitive computing and wireless communications on the edge for healthcare service robots

Shaohua Wan, Zonghua Gu, Qiang Ni

Citations: 255 • 2019

Edge Computing for Industry 5.0: Fundamental, Applications, and Research Challenges

Megha Sharma, Abhinav Tomar, Abhishek Hazra

Citations: 242 • 2024

A Review of Fog Computing and Machine Learning: Concepts, Applications, Challenges, and Open Issues

Karrar Hameed Abdulkareem, Mazin Abed Mohammed, Saraswathy Shamini Gunasekaran, Mohammed Nasser Al‐Mhiqani, Ammar Awad Mutlag, Salama A. Mostafa, Nabeel Salih Ali, Dheyaa Ahmed Ibrahim

Citations: 215 • 2019

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface

Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen

Citations: 194 • 2020

Energy-Efficient Edge-Fog-Cloud Architecture for IoT-Based Smart Agriculture Environment

Hatem A. Alharbi, Mohammad Aldossary

Citations: 179 • 2021

Deep learning models for cloud, edge, fog, and IoT computing paradigms: Survey, recent advances, and future directions

Shahnawaz Ahmad, Iman Shakeel, Shabana Mehfuz, Javed Ahmad

Citations: 177 • 2023

Multiagent Deep Reinforcement Learning for Joint Multichannel Access and Task Offloading of Mobile-Edge Computing in Industry 4.0

Zilong Cao, Pan Zhou, Ruixuan Li, Siqi Huang, Dapeng Wu

Citations: 176 • 2020

LiReD: A Light-Weight Real-Time Fault Detection System for Edge Computing Using LSTM Recurrent Neural Networks

Donghyun Park, Seulgi Kim, Yelin An, Jae‐Yoon Jung

Citations: 167 • 2018

Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence

Emna Baccour, Naram Mhaisen, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani

Citations: 165 • 2022

Resource Allocation and Service Provisioning in Multi-Agent Cloud Robotics: A Comprehensive Survey

Mahbuba Afrin, Jiong Jin, Akhlaqur Rahman, Ashfaqur Rahman, Jiafu Wan, Ekram Hossain

Citations: 165 • 2021

Supporting smart construction with dependable edge computing infrastructures and applications

Petar Kochovski, Vlado Stankovski

Citations: 120 • 2017

Towards Efficient Privacy-preserving Image Feature Extraction in Cloud Computing

Zhan Qin, Jingbo Yan, Kui Ren, Chang Wen Chen, Cong Wang

Citations: 119 • 2014

Distributed Algorithms for Environment Partitioning in Mobile Robotic Networks

Marco Pavone, Alessandro Arsie, Emilio Frazzoli, Francesco Bullo

Citations: 114 • 2011

Characterizing the Deployment of Deep Neural Networks on Commercial Edge Devices

Ramyad Hadidi, Jiashen Cao, Yilun Xie, Bahar Asgari, Tushar Krishna, Hyesoon Kim

Citations: 109 • 2019

Real-time data reduction at the network edge of Internet-of-Things systems

Apostolos Papageorgiou, Bin Cheng, Ernő Kovács

Citations: 104 • 2015