About me

My Research Interests:

Distributed Systems, Mobile Edge Computing, Deep Reinforcement Learning, Federated Learning, Software Defined Networking, Performance Evaluation

Currently I am juggling with:
  • QOCO

    QOCO

    A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing”, submitted on IEEE Internet of Things Journal 2023. A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing”, submitted on IEEE Internet of Things Journal 2023. A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing”, submitted on IEEE Internet of Things Journal 2023. A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing”, submitted on IEEE Internet of Things Journal 2023.

  • Jessica miller

    MEC Env

    Realistic Mobile Edge Computing environment; with matacouse conditions for deadline and energy Energy-Constrained

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My CV

Education

  1. Sharif University of Technology

    MSc. Computer Software Engineering
    Thesis Tilte:

    Optimizing Computational Task Offloading Problem in Energy-Constrained Mobile Edge Computing Systems with Deep Reinforcement Learning

    Supervisor: Prof. Ali Movaghar

    2019 — 2022
  2. Khajeh Nasir Toosi University of Technology

    BSc. Industrial Engineering 2013 - 2019

Academic Experience

  1. Research Assistant

    Performance and Dependability Laboratory
    Research Theme:

    Designed and implemented an algorithm leveraging deep reinforcement learning to optimize computation offloading decisions within mobile edge computing, with a primary focus on enhancing the Quality of Experience (QoE) for end-users of mobile applications.

    2013 - 2019
  2. Teaching Assistant

    Sharif University of Technology
    Cources:

    Perance Evaluation of Computer Systems

    # Prof. Ali Movaghar and Dr. Mahdi Dolati

    2023

    Software Defined Networking

    # Prof. Ali Movaghar and Dr. Mohammad Hosseini

    2022

    Verification of Reactive Systems

    # Prof. Ali Movaghar

    2021

    Theory of Machines and Languages

    # Prof. Ali Movaghar

    2021
  3. Reviewer

    Computer Society of Iran

    27th International Computer Conference

    2022

Publication

I. Rahmati, H. Shahmansouri, A. Movaghar, “QOCO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing”, submitted to IEEE Internet of Things Journal 2023.

My skills

  • Programming Languages:

    C, Python, LATEX

  • Frameworks & Tools:

    Linux

  • Languages:

    Farsi (Native), English (Working proficiency)

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