publications

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

2024

  1. microopt.png
    MicroOpt: Model-driven Slice Resource Optimization in 5G and Beyond Networks
    Muhammad Sulaiman, Mahdieh Ahmadi, Bo Sun, and 4 more authors
    arXiv, Under Review at TNSM, 2024
    DOI
  2. monarch.png
    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
  3. topo.png
    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

  1. scal.png
    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

  1. marl.png
    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

  1. td.png
    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