About Me

I hold a PhD from Coventry University (awarded: September 2026), specialising in end-to-end (E2E) network slicing for 5G/6G. My work sits at the intersection of mobile network architecture, resource management, and AI-enabled orchestration, informed by prior industry roles in telecom operations and core network engineering.

I am preparing for industry R&D / advanced engineering/design roles in networking and telecom, with interests spanning network automation/orchestration, NFV/SDN, resource allocation, MEC/task offloading, and deep reinforcement learning for closed-loop network control.

Coventry, United Kingdom (open to relocation across the UK) ebrahimis@coventry.ac.uk sina.ebrahimi@ieee.org ebrahimi.sina.1372@gmail.com

News

22 Sep 2026
31 May 2026
29 May 2026
27 May 2026
April 2026
Mar 2026
Jan 2025 – Jul 2025
Nov 2024
Oct 2024
April 2024
Aug 2024
December 2020

Expertise

My core research and engineering strengths.

5G/6G & Network Slicing

Deep Reinforcement Learning

Multi-Agent Systems

SDN / NFV / O-RAN

MEC & Task Offloading

Resource Allocation

Closed-loop Automation

Telecom Standards (3GPP)

Projects & Code

Hands-on deployments and research codebases.

5G Network Slicing Testbed

Sep 2026

Working 5G standalone testbed with OSM orchestrating eMBB and URLLC slices on a free5GC core and UERANSIM RAN/UE emulation, with Grafana monitoring of per-slice performance.

OSM · OSL (OpenSlice) · free5GC · UERANSIM · Grafana

Network Slicing Literature Analysis Pipeline

Apr 2026

Open-source pipeline behind the IEEE COMST survey on E2E slicing resource management, for reproducing and extending the literature analysis.

Python · pandas · Matplotlib · Bibliometrics

ENSURE: Multi-Agent E2E Slicing Framework

Apr 2025

Hierarchical multi-agent DRL framework in which four agents manage RAN, TN, CN and E2E slice resources on three control timescales (SAC and Masked PPO), with action masking for feasible allocations.

Python · PyTorch · RLlib · SB3 · Gurobi

Neural Network Vehicular Location Prediction

Aug 2024

Comparison of RNN, LSTM, GRU, Conv1D and MLP models for predicting vehicle positions from the Seoul SUMO mobility trace, for proactive 5G resource allocation; MLP reached 0.42 m RMSE (MSc Artificial Neural Networks module, 7088CEM, Coventry University).

Python · PyTorch · pandas · Matplotlib · Jupyter

MARSRA: O-RAN Mobility-Aware RAN Slicing

Feb 2024

DRL-based, mobility-aware RAN slicing resource allocation for Open RAN deployments (IEEE CAMAD 2024).

Python · PyTorch · SAC · O-RAN · Jupyter

Classifying 5G Network Slices from User Requirements

Jan 2024

Multi-class classification of users into eMBB, URLLC and mMTC slices from 16 service and QoS features, comparing logistic regression, k-NN, decision tree, random forest and SVM (MSc Machine Learning module, 7072CEM, Coventry University).

Python · scikit-learn · Matplotlib · Seaborn · Jupyter

Energy-Efficient Task Offloading

Jun 2021

Joint task offloading and resource allocation under end-to-end latency constraints (IEEE Transactions on Communications, 2022).

MATLAB · CVX · Convex optimisation · MEC

Energy-Efficient Slicing and Admission Control

Jun 2021

Joint resource and admission management for slice-enabled networks (IEEE/IFIP NOMS 2020 and MSc thesis).

MATLAB · CVX · Optimisation · Network slicing

Education

October 2022 – September 2026
September 2017 – January 2020
January 2012 – November 2016

Experience

October 2022 – September 2026
January 2025 – July 2025
December 2021 – October 2022
March 2020 – August 2021
January 2018 – July 2019
January 2018 – January 2020

Publications

Impact factors (IF) are from Clarivate Journal Citation Reports, 2026 release (2025 data).

Journal Papers

4

"ENSURE: Multi-Timescale E2E Slice Resource Management for 6G Networks"

S. Ebrahimi, H. Zhou, S. Djahel, F. Bouali, and O. C. L. Haas

IEEE Trans. on Cognitive Communications and Networking (IF: 8.0), Major revision (under review), 2026

3

"Resource Management From Single-Domain 5G to End-to-End 6G Network Slicing: A Survey"

S. Ebrahimi, F. Bouali, and O. C. L. Haas

IEEE Communications Surveys & Tutorials (IF: 50.6), vol. 26, no. 4, pp. 2836-2866, 2024

2

"Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications"

A. Akhtarshenas, M. A. Vahedifar, N. Ayoobi, B. Maham, T. Alizadeh, S. Ebrahimi, D. Lopez-Perez

Computer Communications (IF: 4.2), vol. 228, pp. 107964, 2024

1

"Energy-Efficient Task Offloading Under E2E Latency Constraints"

M. Tajallifar, S. Ebrahimi, M. R. Javan, N. Mokari, and L. Chiaraviglio

IEEE Trans. on Communications (IF: 8.4), vol. 70, no. 3, pp. 1711-1725, 2022

Conference Papers

3

"MARSRA: Mobility-Aware RAN Slicing Resource Allocation for Open RAN Deployments"

S. Ebrahimi, F. Bouali, and O. C. L. Haas

IEEE CAMAD 2024, Athens, Greece

2

"Digital Transformation VIA 5G: Deployment Plans" 3rd Best Paper

A. Zakeri, N. Gholipoor, M. Tajallifar, S. Ebrahimi, N. Mokari, M. R. Javan, and A. R. Sharafat

ITU Kaleidoscope 2020, Ha Noi, Vietnam

1

"Joint Resource and Admission Management for Slice-enabled Networks"

S. Ebrahimi, A. Zakeri, N. Mokari, and B. Akbari

IEEE/IFIP NOMS 2020, Budapest, Hungary

Book Chapters

1

"AI-based Resilience and Failure Recovery in 6G Networks"

S. Ebrahimi, A. Nouruzi, A. Akhtarshenas, M. Mosahebfard, and S. Djahel

In AI-Enabled Wireless Communication: Artificial Intelligence and 6G Networks, Elsevier / Morgan Kaufmann, invited chapter, under development (to be submitted late October 2026)

Presentations & Events

Presented

May 2026
Apr 2026
Nov 2024
Nov 2024
Oct 2024
Sep 2024
Apr 2020
Feb 2020
May – Jun 2019
Oct – Nov 2018
May 2018

Attended

May 2026
Mar 2026
Sep 2025
Mar 2024
May 2018

Review & TPC Services

Impact factors (IF) are from Clarivate Journal Citation Reports, 2026 release (2025 data).

Conference TPC Member

IEEE VTC2024-Fall — Washington DC, USA
IEEE ICC 2025 — Montreal, Canada
IEEE WCNC 2025 — Milan, Italy
IEEE MedComNet 2025 — Cagliari, Italy
IEEE INFOCOM 2025 — London, UK
IEEE VTC2025-Spring — Oslo, Norway
IEEE ICC 2026 — Glasgow, Scotland, UK
IEEE VTC2026-Fall — Boston, MA, USA
IEEE NetSoft 2026 (12th IEEE International Conference on Network Softwarization; 5th International Workshop on Edge Network Softwarization (ENS 2026)) — Berlin, Germany
IEEE FINE 2026 (IEEE International Conference on Future and Intelligent Networking; PC in AI for Network Design, Control, and Operations) — Osaka, Japan
MEET 2026 (The 2nd International Conference on Meta-Networking) — Tokyo, Japan
IEEE CSCN 2026 (IEEE Conference on Standards for Communications and Networking 2026) — London, UK

Skills

Core

5G/6G, Network Slicing, NFV, SDN, O-RAN, MEC, Telecom Standards, Resource Allocation, Closed-loop Automation

Networking

Wireshark, TRex, GNS3, OpenFlow, FRRouting, ONOS, Stratum

Programming & Data

Python, SQL (PostgreSQL / MS SQL), C/C++, .NET Core, MATLAB, pandas, NumPy, PyTorch, scikit-learn

Research

LaTeX, MS Office, EndNote, DRL (Stable-Baselines3, Ray RLlib), Gymnasium, CVX, Gurobi

Tools

Linux, Git, GitLab, Grafana, Docker

Licenses & Certifications

2022

IELTS

IDP — Overall: 7.5 (L: 9, R: 7.5, W: 6.5, S: 7.5)

2021 / 2018

LPIC-2 & LPIC-1

Fanavaran Anisa (Iran Linux House), Tehran

2017

CCNA — Cisco Certified Network Associate

Carrier Digit Institute, Tehran

Academic & Professional Memberships

Jan 2020 –
Aug 2024 –

Member of IEEE ComSoc, VTS, CS, YP, and R8 — UK & Ireland

Volunteering

January 2024 – Present
October 2014 – October 2016

References

References from my academic supervisors and former industry managers at MCI, RighTel and SINA Communication Systems are available on request.

Soufiene Djahel

Professor in CAVs, CFTC, Coventry University

Olivier C. L. Haas

Associate Professor & Reader, CFTC, Coventry University

Hui Zhou

Smart Internet Lab, University of Bristol

Faouzi Bouali

Aston University

Behzad Akbari

Deputy Minister & CEO, Iran TIC; Assoc. Prof., TMU

Nader Mokari

Associate Professor, Tarbiat Modares University

Amir Reza Azmoodeh

Router Software Team Lead, SINA Communication Systems

Mehdi Moazzamipeiro

Network & Service Architecture Manager, MCI

Mohammad Reza Ahmadi

Network Quality & Supervision GM, RighTel

Contact

Location

Coventry, United Kingdom

University Email

ebrahimis@coventry.ac.uk