Muhammad Sulaiman
Ph.D. Candidate
University of Waterloo.
DC 2554
200 University Ave. Waterloo, ON N2L 3G1
Muhammad Sulaiman (Student Member, IEEE) received his BS in Electrical Engineering from the National University of Sciences and Technology, Pakistan, in 2019. He joined the University of Waterloo for a Master of Mathematics (MMath) in Computer Science in 2020 and transferred to the Ph.D. program soon after. His work was nominated for the IEEE/IFIP NOMS best paper award in 2022 and 2023. His research interests include reinforcement learning, optimization of computer networks, and autonomous management and orchestration of mobile networks. He is passionate about using artificial intelligence for autonomous management and orchestration of 5G and beyond networks.
news
| Jul 01, 2025 | Paper titled ‘MicroOpt: Model-driven Slice Resource Optimization in 5G and Beyond Networks’ published in IEEE TNSM journal. Link |
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| May 01, 2025 | Joined Ericsson, Ottawa as a 5G AI/ML Software development intern. |
| Dec 21, 2024 | Paper titled ‘vNetRunner: Per-VNF Slice Modeling for 5G and Beyond Networks’ accepted in IEEE/IFIP Network Operations and Management Symposium (NOMS 2025). Link |
| Nov 20, 2024 | Conducted a 2-day workshop for Rogers on 5G testbed deployment, monitoring and AI-based optimization. |
| Oct 14, 2024 | Paper titled ‘Monarch: Monitoring Architecture for 5G and Beyond Network Slices’ published in IEEE TNSM journal. Link |
