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Sayantini Majumdar
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2020 – today
- 2024
- [j2]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): 2077-2094 (2024) - [c8]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: 1-9 - [c7]Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle:
Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning. NOMS 2024: 1-4 - 2023
- [j1]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): 1976-1992 (2023) - [c6]Sayantini Majumdar, Riccardo Trivisonno, Wint Yi Poe, Georg Carle:
Distributing Intelligence for 6G Network Automation: Performance and Architectural Impact. ICC 2023: 6224-6229 - 2022
- [c5]Sayantini Majumdar, Leonardo Goratti, Riccardo Trivisonno, Georg Carle:
Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks. GLOBECOM 2022: 1265-1270 - [c4]Sayantini Majumdar, Riccardo Trivisonno, Georg Carle:
Scalability of Distributed Intelligence Architecture for 6G Network Automation. ICC 2022: 2321-2326 - 2021
- [c3]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: 419-424 - [c2]Sayantini Majumdar, Riccardo Trivisonno, Georg Carle:
Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management. GLOBECOM (Workshops) 2021: 1-6 - [i1]Sayantini Majumdar, Riccardo Trivisonno, Georg Carle:
Q-Learning for Conflict Resolution in B5G Network Automation. CoRR abs/2107.13268 (2021) - 2020
- [c1]Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle:
Environment Modeling and Abstraction of Network States for Cognitive Functions. NOMS 2020: 1-8
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