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Shady A. Mohammed
Shady A. Mohammed
MLOps Engineer at Transport Canada
Verified email at tc.gc.ca - Homepage
Title
Cited by
Cited by
Year
Machine learning and deep learning based traffic classification and prediction in software defined networking
AŞR Mohammed, SA Mohammed, S Shirmohammadi
2019 IEEE International Symposium on Measurements & Networking (M&N), 1-6, 2019
492019
A multimodal deep learning-based distributed network latency measurement system
SA Mohammed, S Shirmohammadi
IEEE Transactions on Instrumentation and Measurement 69 (5), 2487-2494, 2020
142020
Fair Server Selection in Edge Computing With -Value-Normalized Action-Suppressed Quadruple Q-Learning
AE Alchalabi, S Shirmohammadi, S Mohammed, S Stoian, ...
IEEE Transactions on Artificial Intelligence 2 (6), 519-527, 2021
122021
An 85%-efficiency reconfigurable multiphase switched capacitor DC-DC converter utilizing frequency, switch size, and interleaving scaling techniques
SA Mohammed, H Dogan, MT Ozgun
Microelectronics journal 67, 155-161, 2017
122017
Machine learning-based network status detection and fault localization
AR Mohammed, SA Mohammed, D Côté, S Shirmohammadi
IEEE Transactions on Instrumentation and Measurement 70, 1-10, 2021
92021
A machine-learning-based action recommender for network operation centers
SA Mohammed, AR Mohammed, D Côté, S Shirmohammadi
IEEE Transactions on Network and Service Management 18 (3), 2702-2713, 2021
82021
Artificial intelligence-based distributed network latency measurement
SA Mohammed, S Shirmohammadi
2019 IEEE International Instrumentation and Measurement Technology …, 2019
52019
A systematic approach to designing a wide‐current range, MOS capacitor‐based switched‐capacitor DC‐DC converter with an augmenting LDO
H Dogan, SA El‐Sayed Mohammed
International Journal of Circuit Theory and Applications 46 (3), 468-482, 2018
52018
An ultra low power integrated radio TX link supplied from a switched capacitor DC–DC converter in 65-nm CMOS achieving 2 mbps
R Rady, H Dogan, M Aktan, SA Mohammed, MT Ozgun
IEEE Transactions on Circuits and Systems II: Express Briefs 67 (10), 1899-1903, 2019
42019
Methods and apparatus for network delay and distance estimation, computing resource selection, and related techniques
K Vijayasuganthan, S Stoian, S Shirmohammadi, S Mohammed, ...
US Patent 11,063,881, 2021
32021
QNetwork: AI-assisted networking for hybrid cloud gaming
AE Alchalabi, S Shirmohammadi, SA Mohammed
2019 IEEE International Symposium on Measurements & Networking (M&N), 1-6, 2019
32019
A wide-current range switched capacitor dc-dc converter utilizing frequency, interleaving and switch-size scaling techniques
S Mohammed
Fen Bilimleri Enstitüsü, 2016
22016
Action recommendation engine (ARE) of a closed-loop machine learning (ML) system for controlling a network
C David, T Triplet, S Bhalla, E Janulewicz, AR Mohammed, ...
US Patent 11,316,752, 2022
12022
Action Recommendation Engine (ARE) for Network Operations Center (NOC) solely from raw un-labeled data
C David, S Shirmohammadi, SA Mohammed, B Altamimi
US Patent App. 17/166,383, 2022
2022
Network Delay Measurement with Machine Learning: From Lab to Real-World Deployment
SA Mohammed, S Shirmohammadi, AE Alchalabi
IEEE Instrumentation & Measurement Magazine 25 (6), 25-30, 2022
2022
Stateless ARE: Action Recommendation Engine without Network State Measurement
AR Mohammed, SA Mohammed, D Côté, S Shirmohammadi
2022 IEEE International Symposium on Measurements & Networking (M&N), 1-6, 2022
2022
Artificial Intelligence in Computer Networks: Delay Estimation, Fault Detection, and Network Automation
S Mohammed
Université d'Ottawa/University of Ottawa, 2021
2021
Artificial Intelligence-Based Latency Estimation for Distributed Systems
SA Mohammed
Advances in Artificial Intelligence: 32nd Canadian Conference on Artificial …, 2019
2019
Towards Machine Learning as an Enabler of Computational Creativity....................... D. Mateja and A. Heinzl 460 Neuroevolution in Deep Neural Networks: Current Trends and …
T Kyono, M van der Schaar, AE Alchalabi, S Shirmohammadi, ...
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