VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation

Chamara Kattadige,Shashika R Muramudalige,Kwon Nung Choi,Guillaume Jourjon,Haonan Wang,Anura Jayasumana,Kanchana Thilakarathna

2021 IEEE 22nd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)（2021）

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摘要

Unlike the traditional Internet application such as web browsing and peer-to-peer(P2P), video streaming has been dominating the global network traffic for the past few years, raising many challenges for network providers. With the popularity of interactive videos, a.k.a 360° videos, resource requirement for video streaming has been further increased. Prior identification of these video traffic is ...

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关键词

Wireless communication,Training,Training data,Telecommunication traffic,Machine learning,Streaming media,Generative adversarial networks

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