Uplink vs. Downlink: Machine Learning-Based Quality Prediction for HTTP Adaptive Video Streaming

Uplink vs. Downlink: Machine Learning-Based Quality Prediction for HTTP Adaptive Video Streaming

Streaming video is responsible for the bulk of Internet traffic these days. For this reason, Internet providers and network operators try to make predictions and assessments about the streaming quality for an end user. Current monitoring solutions are based on a variety of different machine learning...

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Bibliographic Details
Main Authors: Frank Loh, Fabian Poignée, Florian Wamser, Ferdinand Leidinger, Tobias Hoßfeld
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
HTTP adaptive video streaming
quality of experience prediction
machine learning
Online Access:https://www.mdpi.com/1424-8220/21/12/4172

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https://www.mdpi.com/1424-8220/21/12/4172

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