An Intelligent QoS Algorithm for Home Networks
Networking and Internet Architecture
2020-07-23 v1 Machine Learning
Abstract
A novel quality of service (QoS) management algorithm for home networks is presented in this letter. The algorithm is based on service prediction for intelligent QoS management. The service prediction is carried out by a general regression neural network with a profile containing the past records of the service. A novel profile updating technique is proposed so that the profile size can remain small for fast bandwidth allocation. The analytical study and experiments over real LAN reveal that the proposed algorithm provides reliable QoS management for home networks with low computational overhead.
Cite
@article{arxiv.2007.11273,
title = {An Intelligent QoS Algorithm for Home Networks},
author = {Wen-Jyi Hwang and Tsung-Ming Tai and Bo-Ting Pan and Tun-Yao Lou and Yun-Jie Jhang},
journal= {arXiv preprint arXiv:2007.11273},
year = {2020}
}