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cs.NI2022
Scalable Damper-based Deterministic Networking
M. Yassine Naghmouchi, Shoushou Ren, Paolo Medagliani +2
With 5G networking, deterministic guarantees are emerging as a key enabler. In this context, we present a scalable Damper-based architecture for Large-scale Deterministic IP Networ…
cs.NI2022
Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents
Hassan Fawaz, Julien Lesca, Pham Tran Anh Quang +3
In this paper, we explore the use of multi-agent deep learning as well as learning to cooperate principles to meet stringent service level agreements, in terms of throughput and en…