Sayantini Majumdar

Orcid: 0000-0001-5002-7349

According to our database1, Sayantini Majumdar authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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4
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks.
IEEE Trans. Netw. Serv. Manag., April, 2024

Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning.
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.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023
AI Anomaly Detection for Cloudified Mobile Core Architectures.
IEEE Trans. Netw. Serv. Manag., June, 2023

Distributing Intelligence for 6G Network Automation: Performance and Architectural Impact.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Scalability of Distributed Intelligence Architecture for 6G Network Automation.
Proceedings of the IEEE International Conference on Communications, 2022

Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Q-Learning for Conflict Resolution in B5G Network Automation.
CoRR, 2021

Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management.
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.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020
Environment Modeling and Abstraction of Network States for Cognitive Functions.
Proceedings of the NOMS 2020, 2020


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