Rana Kumar Jana

Dr. Rana Kumar Jana serves as a Research Fellow at the School of Computer Science and Statistics, Trinity College Dublin, Ireland, affiliated with the CONNECT Centre. His work focuses on the intersection of artificial intelligence and optical networks, specifically addressing AI-assisted resource provisioning and performance optimization in elastic multiband optical systems to overcome the optical fiber capacity crunch. He holds a Ph.D. in Electronics and Communications Engineering from IIIT-Delhi, India.

His educational background includes:

• Ph.D. in Electronics and Communications Engineering from IIIT-Delhi, India

Dr. Jana's research centers on Optical Networks and Machine Learning, with emphasis on quality of transmission estimation, nonlinear-impairment mitigation, and resource reprovisioning in C+L band elastic optical networks. He integrates experimental validation with techno-economic analysis to develop practical solutions for network capacity expansion, leveraging domain knowledge and adaptive margin techniques. His work bridges theoretical innovation with operator perspectives in telecom infrastructure evolution.

Analysis of his 15 recent publications (2020-2024) reveals a consistent trajectory toward overcoming optical capacity limitations through multi-band expansion, multi-core fibers, and AI-driven optimization. Key themes include machine learning for quality estimation, techno-economic comparisons of upgrade strategies (e.g., multifiber vs. ultra-wideband), and survivability analysis under fill margin constraints. His publications in premier venues like JOCN and ECOC demonstrate rigorous experimental validation coupled with real-world operator insights.

No scientific awards were specified in the source material.

Dr. Jana actively mentors undergraduate and postgraduate students in machine learning applications for optical systems and SDN-enabled network failure management. His research collaborations span industry (British Telecom) and academia (UCL, Aston University, University of East Anglia), suggesting involvement in externally funded projects, though specific grants are not detailed. As an IEEE TPC member, reviewer, and workshop organizer, he contributes significantly to the optical networking community.

He operates within the CONNECT Centre at Trinity College Dublin, a leading hub for future networks research. His international engagements with British Telecom, University College London, and Tejas Networks highlight cross-sector collaborations focused on next-generation optical infrastructure, particularly in elastic network architectures and AI-assisted resource management for backbone networks.