Sayantini Majumdar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Traffic Control

Anomaly Detection

Conflict Resolution

Network Management

Top Venues

IEEE Trans. Netw. Serv. Manag.

EuCNC/6G Summit

Publications

Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning. NOMS (2024)
Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
Distributed Intelligence for Dynamic Task Migration in the 6G User Plane using Deep Reinforcement Learning. NOMS (2024)
Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Sayantini Majumdar, Riccardo Trivisonno, Wint Yi Poe, Georg Carle
Distributing Intelligence for 6G Network Automation: Performance and Architectural Impact. ICC (2023)
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
AI Anomaly Detection for Cloudified Mobile Core Architectures. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Sayantini Majumdar, Riccardo Trivisonno, Georg Carle
Scalability of Distributed Intelligence Architecture for 6G Network Automation. ICC (2022)
Sayantini Majumdar, Leonardo Goratti, Riccardo Trivisonno, Georg Carle
Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks. GLOBECOM (2022)
Sayantini Majumdar, Riccardo Trivisonno, Georg Carle
Q-Learning for Conflict Resolution in B5G Network Automation. CoRR (2021)
Min Xie, Foivos Michelinakis, Thomas Dreibholz, Joan S. Pujol Roig, Sara Malacarne, Sayantini Majumdar, Wint Yi Poe, Ahmed Elmokashfi
An Exposed Closed-Loop Model for Customer-Driven Service Assurance Automation. EuCNC/6G Summit (2021)
Sayantini Majumdar, Riccardo Trivisonno, Georg Carle
Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management. GLOBECOM (Workshops) (2021)
Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle
Environment Modeling and Abstraction of Network States for Cognitive Functions. NOMS (2020)