Concepedia

Ahmed M. Abdelmoniem

AM

Statistics

Publications

37

Citations

1.2K

H-Index

20

Active since

2010

Affiliations

Hong Kong University of Science and Technology(Current)

Queen Mary University of London

King Abdullah University of Science and Technology

Assiut University

Kootenay Association for Science & Technology

Ahmed M. Abdelmoniem is an author at Hong Kong University of Science and Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceCloud ComputingData ScienceMachine LearningCongestion ControlEdge ComputingComputer EngineeringDistributed LearningDeep Learning

Publications per year

2010–2024

37

Publications

37

AI-based fog and edge computing: A systematic review, taxonomy and future directions

Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song et al. · Internet of Things · 2022 · 217 citations · Full text

Edge Intelligence, Fog Networks, Systematic Review +13

A path-tracking algorithm using predictive Stanley lateral controller

Ahmed M. Abdelmoniem, Ahmed Osama, Mohamed Abdelaziz et al. · International Journal of Advanced Robotic Systems · 2020 · 89 citations · Full text

Trajectory Planning, Engineering, Aerospace Engineering +14

A Comprehensive Empirical Study of Heterogeneity in Federated Learning

Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou et al. · IEEE Internet of Things Journal · 2023 · 72 citations

Decentralized Machine Learning, Machine Learning, Data Science +14

REFL: Resource-Efficient Federated Learning

Ahmed M. Abdelmoniem, Atal Narayan Sahu, Marco Canini et al. · 2023 · 61 citations

GRACE: A Compressed Communication Framework for Distributed Machine Learning

Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem et al. · 2021 · 56 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +14

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