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
83 2019 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
23 2021 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
19 2020 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
17 2021 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
17 2021 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
13 2017 Artificial intelligence-based distributed network latency measurement SA Mohammed, S Shirmohammadi
2019 IEEE International Instrumentation and Measurement Technology …, 2019
6 2019 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
6 2018 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
5 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
4 2022 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
4 2021 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
4 2019 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 11,637,742, 2023
3 2023 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
3 2019 A wide-current range switched capacitor dc-dc converter utilizing frequency, interleaving and switch-size scaling techniques S Mohammed
Fen Bilimleri Enstitüsü, 2016
2 2016 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
1 2022 Artificial Intelligence-Based Latency Estimation for Distributed Systems SA Mohammed
Advances in Artificial Intelligence: 32nd Canadian Conference on Artificial …, 2019
1 2019 Artificial Intelligence in Computer Networks: Delay Estimation, Fault Detection, and Network Automation S Mohammed
Université d'Ottawa/University of Ottawa, 2021
2021 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, ...