Sayantini Majumdar

According to our database, Sayantini Majumdar authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Toward AI-Native 6G Systems: Standards Enablers for 6G Network Automation.

Sayantini Majumdar, Qing Wei, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle

IEEE Commun. Stand. Mag., March, 2026

2025

Leveraging Distributed Intelligence for Automated 6G Network Management: Performance Analysis and Architectural Impact.

Sayantini Majumdar

PhD thesis, 2025

2024

Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks.

Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle

IEEE Trans. Netw. Serv. Manag., April, 2024

Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning.

Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Distributed Intelligence for Dynamic Task Migration in the 6G User Plane using Deep Reinforcement Learning.

Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023

AI Anomaly Detection for Cloudified Mobile Core Architectures.

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

IEEE Trans. Netw. Serv. Manag., June, 2023

Distributing Intelligence for 6G Network Automation: Performance and Architectural Impact.

Sayantini Majumdar, Riccardo Trivisonno, Wint Yi Poe, Georg Carle

Proceedings of the IEEE International Conference on Communications, 2023

2022

Scalability of Distributed Intelligence Architecture for 6G Network Automation.

Sayantini Majumdar, Riccardo Trivisonno, Georg Carle

Proceedings of the IEEE International Conference on Communications, 2022

Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks.

Sayantini Majumdar, Leonardo Goratti, Riccardo Trivisonno, Georg Carle

Proceedings of the IEEE Global Communications Conference, 2022

2021

Q-Learning for Conflict Resolution in B5G Network Automation.

Sayantini Majumdar, Riccardo Trivisonno, Georg Carle

CoRR, 2021

Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management.

Sayantini Majumdar, Riccardo Trivisonno, Georg Carle

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

An Exposed Closed-Loop Model for Customer-Driven Service Assurance Automation.

Min Xie, Foivos Michelinakis, Thomas Dreibholz, Joan S. Pujol Roig, Sara Malacarne, Sayantini Majumdar, Wint Yi Poe, Ahmed Elmokashfi

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020

Environment Modeling and Abstraction of Network States for Cognitive Functions.

Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle

Proceedings of the NOMS 2020, 2020