DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control

DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control

We introduce a novel multipath data transport approach at the transport layer referred to as ‘<i>Deep Deterministic Policy Gradient for Multipath Performance-oriented Congestion Control</i>’ (DDPG-MPCC), which leverages deep reinforcement learning to enhance congestion management in mult...

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Bibliographic Details
Main Authors: Shiva Raj Pokhrel, Jonathan Kua, Deol Satish, Sebnem Ozer, Jeff Howe, Anwar Walid
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Future Internet
Subjects:
multipath TCP
congestion control
experience-driven approach
performance-oriented congestion control
deep learning
Online Access:https://www.mdpi.com/1999-5903/16/2/37

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https://www.mdpi.com/1999-5903/16/2/37

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