Sayantini Majumdar

12 papers B 4Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward AI-Native 6G Systems: Standards Enablers for 6G Network Automation.
IEEE Commun. Stand. Mag.
Sayantini Majumdar, Qing Wei, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2024 B conf
Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning.
NOMS
Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2024 B conf
Distributed Intelligence for Dynamic Task Migration in the 6G User Plane using Deep Reinforcement Learning.
NOMS
Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2024 J jnl
Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks.
IEEE Trans. Netw. Serv. Manag.
Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2023 J jnl
AI Anomaly Detection for Cloudified Mobile Core Architectures.
IEEE Trans. Netw. Serv. Manag.
Foivos Michelinakis, Joan S. Pujol Roig, Sara Malacarne, Min Xie, Thomas Dreibholz, Sayantini Majumdar, Wint Yi Poe, Georgios Patounas, Carmen Guerrero, Ahmed Elmokashfi, Vasileios Theodorou
2023 — conf
Distributing Intelligence for 6G Network Automation: Performance and Architectural Impact.
ICC
Sayantini Majumdar, Riccardo Trivisonno, Wint Yi Poe, Georg Carle
2022 B conf
Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks.
GLOBECOM
Sayantini Majumdar, Leonardo Goratti, Riccardo Trivisonno, Georg Carle
2022 — conf
Scalability of Distributed Intelligence Architecture for 6G Network Automation.
ICC
Sayantini Majumdar, Riccardo Trivisonno, Georg Carle
2021 — conf
An Exposed Closed-Loop Model for Customer-Driven Service Assurance Automation.
EuCNC/6G Summit
Min Xie, Foivos Michelinakis, Thomas Dreibholz, Joan S. Pujol Roig, Sara Malacarne, Sayantini Majumdar, Wint Yi Poe, Ahmed Elmokashfi
2021 J jnl
Q-Learning for Conflict Resolution in B5G Network Automation.
CoRR
Sayantini Majumdar, Riccardo Trivisonno, Georg Carle
2021 — conf
Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management.
GLOBECOM (Workshops)
Sayantini Majumdar, Riccardo Trivisonno, Georg Carle
2020 B conf
Environment Modeling and Abstraction of Network States for Cognitive Functions.
NOMS
Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle