- E-Mail:
- marvin.illian@uni-paderborn.de
- Phone:
- +49 5251 60-1756
- ORCID:
- 0009-0007-2992-8346
- Web:
- Homepage
- Homepage (Extern)
-
- Office Address:
-
Pohlweg 51
33098 Paderborn - Room:
- O3.155
About Marvin Illian
Curriculum Vitae
Since 2019: Research Associate, Computer Networks Group, Paderborn University
09/2026: Dr. rer. nat., Computer Science, Paderborn University
Grade: Summa cum laude (with distinction)
Dissertation: Adaptive Connectivity Management in Heterogeneous Mobile Networks
2019: M.Sc., Computer Science, Paderborn University
2019 - 2019: Student Research Assistant, Software Innovation Campus Paderborn, Paderborn University
2017 - 2018: Student Research Assistant, Computer Networks Group, Paderborn University
2017: B.Sc., Computer Science, Paderborn University
Publications
Latest Publications
Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning
M. Illian, R. Khalili, A.A. de A. Rocha, L. Wang, ArXiv:2601.04083 (2026).
Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning
M. Illian, R. Khalili, A. A. de A. Rocha, L. Wang, in: 2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), IFIP, 2026.
Cooperative Multi-Agent Reinforcement Learning for Idle-Mode Cell (Re)Selection
M. Illian, R. Khalili, A.A. de A. Rocha, L. Wang, in: 2026 IEEE 51st Conference on Local Computer Networks (LCN), IEEE, 2026.
Band Switching for Mobile Energy Optimization in 5G Networks and Beyond
M. Illian, B. Luchterhandt, L. Wang, in: Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch), 2025.
Data Store Architectures: Balancing Functionality and Performance
M. Illian, C. Zinda, D. Schlangenotto, in: 2024 IEEE International Conference on Industrial Technology (ICIT), IEEE, 2024.
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