[PDF][PDF] Researches on TCP Throughput Prediction and Adaptive Bitrate Control in Mobile Network

魏博 - 2018 - waseda.repo.nii.ac.jp
The number of mobile applications is increasing rapidly, which has resulted in massive
mobile network traffic. In order to guarantee high quality of service/experience (QoS/QoE) …

Throughput prediction by combining Autoregressive Model and Hidden Markov Model

B Wei, K Kanai, J Katto - IEICE Conferences Archives - ieice.org
The realization of TCP throughput prediction could contribute a lot to adaptive bitrate control,
which regulates video streaming to provide freeze-less service, and save energy …

HOAH: A hybrid TCP throughput prediction with autoregressive model and hidden Markov model for mobile networks

B Wei, K Kanai, W Kawakami, J Katto - IEICE Transactions on …, 2018 - search.ieice.org
Throughput prediction is one of the promising techniques to improve the quality of service
(QoS) and quality of experience (QoE) of mobile applications. To address the problem of …

TRUST: A TCP throughput prediction method in mobile networks

B Wei, W Kawakami, K Kanai, J Katto… - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
Throughput prediction is essential for ensuring high quality of service for video streaming
transmissions. However, current methods are incapable of accurately predicting throughput …

Application of TCP Throughput Prediction to Video Streaming Control and Its Evaluation

H Yoshida, K Satoda - IEICE Technical Report; IEICE Tech. Rep., 2013 - ken.ieice.org
(in English) Many video streaming services are provided with HTTP/TCP via the Internet and
mobile networks. However, end-to-end TCP throughput on the best-effort networks fluctuates …

A history-based tcp throughput prediction incorporating communication quality features by support vector regression for mobile network

B Wei, W Kawakami, K Kanai… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Throughput prediction is one of good solutions to improve quality of mobile applications (eg,
YouTube or Netflix) for video streaming delivery services in mobile networks. This is …

Empirical Conditional Method: A New Approach to Predict Throughput in TCP Mobile Data Network

W Zheng - arXiv preprint arXiv:2111.14080, 2021 - arxiv.org
Experience of live video streaming can be improved if future available bandwidth can be
predicted more accurately at the video uploader side. Thus follows a natural question which …

Stationarity Analysis and Prediction Model Construction of TCP Throughput by using Application-Level Mechanism

H Yoshida, K Satoda - IEICE Technical Report; IEICE Tech. Rep., 2012 - ken.ieice.org
(in English) The end-to-end TCP throughput on best-effort networks, eg, the Internet and
mobile networks, fluctuates widely depending on cross traffic and radio field strength. The …

ML Assisted Feedback Mechanism for TCP Congestion Control in Next Generation Wireless Networks

V Kanakaraj, S Agarwal, PK Priya… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
5G and beyond delivers high data throughput, in turn, requiring proactive mechanism in core
and Radio Access Network (RAN) fast path for delivering congestion feedback to …

Formula-based TCP throughput prediction with available bandwidth

JH Hwang, C Yoo - IEEE Communications letters, 2010 - ieeexplore.ieee.org
In the research area of TCP throughput prediction, the well-known throughput model, a
function of loss rate, has some disadvantages such as difficulty of loss rate estimation and …