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Ahmed M. Abdelmoniem
Ahmed M. Abdelmoniem
Otros nombresAhmed M. A. Sayed, Ahmed Mohamed Abdelmoniem Sayed, Ahmed Sayed
Assistant Professor, QMUL
Dirección de correo verificada de qmul.ac.uk - Página principal
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On the discrepancy between the theoretical analysis and practical implementations of compressed communication for distributed deep learning
A Dutta, EH Bergou, AM Abdelmoniem, CY Ho, AN Sahu, M Canini, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3817-3824, 2020
882020
Grace: A compressed communication framework for distributed machine learning
H Xu, CY Ho, AM Abdelmoniem, A Dutta, EH Bergou, K Karatsenidis, ...
2021 IEEE 41st international conference on distributed computing systems …, 2021
772021
AI-based fog and edge computing: A systematic review, taxonomy and future directions
S Iftikhar, SS Gill, C Song, M Xu, MS Aslanpour, AN Toosi, J Du, H Wu, ...
Internet of Things 21, 100674, 2023
752023
Compressed communication for distributed deep learning: Survey and quantitative evaluation
H Xu, CY Ho, AM Abdelmoniem, A Dutta, EH Bergou, K Karatsenidis, ...
http://hdl.handle.net/10754/662495, 2020
722020
An efficient statistical-based gradient compression technique for distributed training systems
A M Abdelmoniem, A Elzanaty, MS Alouini, M Canini
Proceedings of Machine Learning and Systems 3, 297-322, 2021
602021
Towards mitigating device heterogeneity in federated learning via adaptive model quantization
AM Abdelmoniem, M Canini
Proceedings of the 1st Workshop on Machine Learning and Systems, 96-103, 2021
552021
Ant colony and load balancing optimizations for AODV routing protocol
AM Abd Elmoniem, HM Ibrahim, MH Mohamed, AR Hedar
International Journal of Sensor Networks and Data Communications 1, 1-14, 2011
462011
Rethinking gradient sparsification as total error minimization
A Sahu, A Dutta, A M Abdelmoniem, T Banerjee, M Canini, P Kalnis
Advances in Neural Information Processing Systems 34, 8133-8146, 2021
412021
REFL: Resource-Efficient Federated Learning
AM Abdelmoniem, AN Sahu, M Canini, SA Fahmy
ACM EuroSys, https://dl.acm.org/doi/abs/10.1145/35523, 2023
362023
SICC: SDN-based incast congestion control for data centers
AM Abdelmoniem, B Bensaou, AJ Abu
2017 IEEE International Conference on Communications (ICC), 1-6, 2017
342017
Reconciling Mice and Elephants in Data Center Networks
AM Abdelmoniem, B Bensaou
4th IEEE International Conference on Cloud Networking (CLOUDNET'15), 2015
342015
DC2: Delay-aware compression control for distributed machine learning
AM Abdelmoniem, M Canini
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
322021
Empirical analysis of federated learning in heterogeneous environments
AM Abdelmoniem, CY Ho, P Papageorgiou, M Canini
Proceedings of the 2nd European Workshop on Machine Learning and Systems, 1-9, 2022
312022
Mitigating incast-TCP congestion in data centers with SDN
AM Abdelmoniem, B Bensaou, AJ Abu
Annals of Telecommunications 73, 263-277, 2018
31*2018
Hysteresis-based active queue management for TCP traffic in data centers
AM Abdelmoniem, B Bensaou
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1621-1629, 2019
302019
Incast-Aware Switch-Assisted TCP Congestion Control for Data Centers
AM Abdelmoniem, B Bensaou
IEEE Global Communications (GlobeCom) Conference: Next Generation Networking …, 2015
302015
An ant colony optimization algorithm for the mobile ad hoc network routing problem based on AODV protocol
AM Abdel-Moniem, MH Mohamed, AR Hedar
2010 10th International Conference on Intelligent Systems Design and …, 2010
292010
Curbing timeouts for TCP-incast in data centers via a cross-layer faster recovery mechanism
AM Abdelmoniem, B Bensaou
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 675-683, 2018
282018
Efficient Switch-Assisted Congestion Control for Data Centers: an Implementation and Evaluation
AM Abdelmoniem, B Bensaou
34rd IEEE International Performance Computing and Communications Conference …, 2015
28*2015
A comprehensive empirical study of heterogeneity in federated learning
AM Abdelmoniem, CY Ho, P Papageorgiou, M Canini
IEEE Internet of Things Journal, 2023
25*2023
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Artículos 1–20