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sinaebrahimi/README.md

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Hi there πŸ‘‹

I'm a PhD Researcher at Coventry University (Centre for Future Transport & Cities), specialising in 5G/6G End-to-End Network Slicing and Multi-Agent Deep Reinforcement Learning for autonomous network management.


πŸ”¬ Research Interests

  • πŸ“‘ 5G/6G Networks β€” End-to-End Network Slicing, O-RAN, Network Automation
  • πŸ€– AI for Networks β€” Multi-Agent DRL, Closed-loop Orchestration, Agentic Networking
  • 🧠 Deep Reinforcement Learning β€” PPO, SAC, Multi-Agent Systems, Hierarchical RL
  • ☁️ Others β€” Resource Allocation, Network Function Virtualisation, Software-Defined Networks, Edge Computing, Task Offloading

πŸ“š Selected Publications

Year Publication
2024 πŸ“– IEEE Communications Surveys & Tutorials (IF: 46.7) β€” E2E Network Slicing Survey
2024 πŸ“„ IEEE CAMAD β€” Mobility-Aware RAN Slicing for O-RAN
2022 πŸ“– IEEE Trans. Communications (IF: 8.3) β€” Energy-Efficient Task Offloading
2020 πŸ“„ IEEE/IFIP NOMS β€” Joint Resource & Admission Management
2020 πŸ† ITU Kaleidoscope β€” 3rd Best Paper Award

Google Scholar ORCID


πŸ› οΈ Tech Stack

AI/ML: Python PyTorch NumPy Pandas

Networking: Wireshark OpenFlow

Tools: Linux Git Docker LaTeX MATLAB

Databases: PostgreSQL SQL Server


πŸ“« Connect with Me

Linkedin Email IEEE University


Profile Views

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  1. task-offloading task-offloading Public

    MATLAB code for the simulation of our paper entitled "Energy-Efficient Task Offloading Under E2E Latency Constraints"

    MATLAB 61 16

  2. energy-efficient-slicing energy-efficient-slicing Public

    Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"

    MATLAB 36 8

  3. ml-7072cem ml-7072cem Public

    Sina Ebrahimi assignments in 7072CEM (Machine Learning) module for JanMay 2324 semester, Coventry University.

    Jupyter Notebook 1

  4. LatexNomenclatureGenerator LatexNomenclatureGenerator Public

    Python 3

  5. sdn sdn Public

    Forked from SystemsApproach/sdn

    Software Defined Networks -- Micro-book

    Python 1