A Supervised Machine Learning Approach for DASH Video QoE Prediction in 5G Networks

Author:

Ul Mustafa Raza1,Ferlin Simone2,Esteve Rothenberg Christian1,Raca Darijo3,J. Quinlan Jason4

Affiliation:

1. University of Campinas (UNICAMP), Campinas, Brazil

2. Ericsson AB, N/A, Sweden

3. University of Sarajevo, Sarajevo, BiH, N/A, Bosnia

4. University College Cork, N/A, Ireland

Publisher

ACM

Reference39 articles.

1. Suffering from buffering? Detecting QoE impairments in live video streams

2. Oboe

3. Empirical QoE/QoS correlation model based on multiple parameters for VoD flows

4. Linux HTB queuing discipline implementations

5. Decision tree analysis on j48 algorithm for data mining;Bhargava Neeraj;Proceedings of International Journal of Advanced Research in Computer Science and Software Engineering,2013

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Prediction of Round-Trip Time in 5G NSA Networks in Urban Environment;2024 IEEE International Symposium on Measurements & Networking (M&N);2024-07-02

2. A Hybrid Machine Learning Approach for Improvised QoE in Video Services over 5G Wireless Networks;Computers, Materials & Continua;2024

3. Enhancing QoE predictions with complex neural networks and diverse datasets;Journal of Intelligent & Fuzzy Systems;2023-11-04

4. Prediction of RTT Through Radio-Layer Parameters in 4G/5G Dual-Connectivity Mobile Networks;2023 IEEE Symposium on Computers and Communications (ISCC);2023-07-09

5. EFFECTOR: DASH QoE and QoS Evaluation Framework For EnCrypTed videO tRaffic;NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium;2023-05-08

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3