publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. sac.png
    Data-driven Online Slice Admission Control and Resource Allocation for 5G and Beyond Networks
    Muhammad Sulaiman, Bo Sun, Mohammad Ali Salahuddin, and 2 more authors
    2025
    DOI
  2. vNetRunner.png
    vNetRunner: Per-VNF Slice Modeling for 5G and Beyond Networks
    Muhammad Sulaiman, Bo Sun, Mohammad A. Salahuddin, and 2 more authors
    In NOMS 2025-2025 IEEE/IFIP Network Operations and Management Symposium, 2025
    PDF

2024

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    MicroOpt: Model-driven Slice Resource Optimization in 5G and Beyond Networks
    Muhammad Sulaiman, Mahdieh Ahmadi, Bo Sun, and 4 more authors
    arXiv, (Under Review), 2024
    DOI
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    Monarch: Monitoring Architecture for 5G and Beyond Network Slices
    Niloy Saha, Nashid Shahriar, Muhammad Sulaiman, and 3 more authors
    IEEE Transactions on Network and Service Management, 2024
    DOI
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    Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation
    Mahdieh Ahmadi, Arash Moayyedi, Muhammad Sulaiman, and 3 more authors
    IEEE Transactions on Network and Service Management, 2024
    DOI

2023

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    Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning
    Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin, and 2 more authors
    In NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 2023
    DOI
  2. coord.png
    Coordinated Slicing and Admission Control Using Multi-Agent Deep Reinforcement Learning
    Muhammad Sulaiman, Arash Moayyedi, Mahdieh Ahmadi, and 3 more authors
    IEEE Transactions on Network and Service Management, 2023
    DOI

2022

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    Multi-Agent Deep Reinforcement Learning for Slicing and Admission Control in 5G C-RAN
    Muhammad Sulaiman, Arash Moayyedi, Mohammad A. Salahuddin, and 2 more authors
    In NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 2022
    DOI

2020

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    True Detect: Deep Learning-Based Device-Free Activity Recognition Using WiFi
    Muhammad Sulaiman, Syed Ali Hassan, and Haejoon Jung
    In 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2020
    DOI