Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming

2021 17th International Conference on Network and Service Management (CNSM)(2021)

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摘要
Continuously monitoring the network activity to proactively recognise possible problems and prevent users QoE degradation is a major concern for network operators, for both mobile radio and home networks. Considering video streaming applications, which generate the majority of overall Internet traffic, monitoring the chunk requests from the video client to the video server is of particular interes...
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关键词
Network monitoring,HTTP adaptive video streaming,machine learning,encrypted traffic
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