Fast Multi-Resolution and Multi-Rate Encoding for HTTP Adaptive Streaming Using Machine Learning
IEEE Open Journal of Signal Processing, 2021 HTTP Adaptive Streaming (HAS) is the de-facto solution for video delivery over the Internet. In HAS, each video is encoded at multiple quality levels and resolutions (i.e., representations) to enable adaptation of the streaming session to viewing and ...
Ekrem Cetinkaya +3 more
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On the impact of video stalling and video quality in the case of camera switching during adaptive streaming of sports content [PDF]
, 2015 The widespread usage of second screens, in combination with mobile video streaming technologies like HTTP Adaptive Streaming (HAS), enable new means for taking end-users' Quality of Experience (QoE) to the next level.
Coppens, P +6 more
core +1 more source
Uplink vs. Downlink: Machine Learning-Based Quality Prediction for HTTP Adaptive Video Streaming
Sensors, 2021 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.
Frank Loh +4 more
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Reinforcement Learning-Based Adaptive Streaming Scheme with Edge Computing Assistance
Sensors, 2022 Dynamic Adaptive Streaming over HTTP (DASH) is a promising scheme for improving the Quality of Experience (QoE) of users in video streaming. However, the existing schemes do not perform coordination among clients and depend on fixed heuristics.
Minsu Kim, Kwangsue Chung
doaj +1 more source
Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach [PDF]
, 2018 HTTP based adaptive video streaming has become a popular choice of streaming due to the reliable transmission and the flexibility offered to adapt to varying network conditions.
Ashique, S +7 more
core +2 more sources
ANFIS-based rate adaptation scheme for adaptive streaming over HTTP
EURASIP Journal on Wireless Communications and Networking, 2018 Recently, HTTP-based video streaming traffic has continued to increase. Therefore, video service providers have been using HTTP-based adaptive streaming (HAS) technology to reduce the traffic load of the HTTP server.
Ye Seul Son, Hyun Jun Kim, Joon Tae Kim
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A Multi-Path-Based Adaptive Scheme for Multi-View Streaming Over HTTP
IEEE Access, 2018 A majority of the existing research on HTTP focuses on improving the quality of experience for single-source videos. Recently, there has been a focus on multi-view streaming applications, where multiple videos are streamed simultaneously.
Waqas Ur Rahman, Kwangsue Chung
doaj +1 more source
ARBITER: Adaptive rate-based intelligent HTTP streaming algorithm [PDF]
, 2016 Dynamic Adaptive streaming over HTTP (DASH) is widely used by content providers for video delivery and dominates traffic on cellular networks. The inherent variability in both video bitrate and network bandwidth negatively impacts the user Quality of ...
Sreenan, Cormac J., Zahran, Ahmed H.
core +1 more source
Adaptive Streaming Server dengan FFMPEG dan Golang
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2021 Quality of experience (QoE) when accessing video streaming becomes a challenge in varieties of network bandwidth/speed. Adaptive streaming becomes an answer to gain good QoE.
David Kristiadi, Marwiyati
doaj +1 more source
QoE-centric management of advanced multimedia services [PDF]
, 2015 Over the last years, multimedia content has become more prominent than ever. Particularly, video streaming is responsible for more than a half of the total global bandwidth consumption on the Internet. As the original Internet was not designed to deliver
M. Claeys +4 more
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