An Intelligent TCP Congestion Control Method Based on Deep Q Network

To optimize the data migration performance between different supercomputing centers in China, we present TCP-DQN, which is an intelligent TCP congestion control method based on DQN (Deep Q network). The TCP congestion control process is abstracted as a partially observed Markov decision process. In...

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Bibliographic Details
Main Authors: Yinfeng Wang, Longxiang Wang, Xiaoshe Dong
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/13/10/261