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Video caching, analytics, and delivery at the wireless edge: A survey and future directions
Future wireless networks will provide high-bandwidth, low-latency, and ultra-reliable Internet
connectivity to meet the requirements of different applications, ranging from virtual reality to …
connectivity to meet the requirements of different applications, ranging from virtual reality to …
Deep neural network–based enhancement for image and video streaming systems: A survey and future directions
Internet-enabled smartphones and ultra-wide displays are transforming a variety of visual
apps spanning from on-demand movies and 360° videos to video-conferencing and live …
apps spanning from on-demand movies and 360° videos to video-conferencing and live …
Ekya: Continuous learning of video analytics models on edge compute servers
Video analytics applications use edge compute servers for processing videos. Compressed
models that are deployed on the edge servers for inference suffer from data drift where the …
models that are deployed on the edge servers for inference suffer from data drift where the …
Nemo: enabling neural-enhanced video streaming on commodity mobile devices
The demand for mobile video streaming has experienced tremendous growth over the last
decade. However, existing methods of video delivery fall short of delivering high-quality …
decade. However, existing methods of video delivery fall short of delivering high-quality …
Neuroscaler: Neural video enhancement at scale
High-definition live streaming has experienced tremendous growth. However, the video
quality of live video is often limited by the streamer's uplink bandwidth. Recently, neural …
quality of live video is often limited by the streamer's uplink bandwidth. Recently, neural …
Metastream: Live volumetric content capture, creation, delivery, and rendering in real time
While recent work explored streaming volumetric content on-demand, there is little effort on
live volumetric video streaming that bears the potential of bringing more exciting …
live volumetric video streaming that bears the potential of bringing more exciting …
Loki: improving long tail performance of learning-based real-time video adaptation by fusing rule-based models
Maximizing the quality of experience (QoE) for real-time video is a long-standing challenge.
Traditional video transport protocols, represented by a few deterministic rules, can hardly …
Traditional video transport protocols, represented by a few deterministic rules, can hardly …
Livenet: a low-latency video transport network for large-scale live streaming
Low-latency live streaming has imposed stringent latency requirements on video transport
networks. In this paper we report on the design and operation of the Alibaba low-latency …
networks. In this paper we report on the design and operation of the Alibaba low-latency …
Converge: Qoe-driven multipath video conferencing over webrtc
Video conferencing has become a daily necessity, but protocols to support video
conferencing have yet to keep pace despite the innovation in next-generation networks. As …
conferencing have yet to keep pace despite the innovation in next-generation networks. As …
Mobile access bandwidth in practice: Measurement, analysis, and implications
Recent advances in mobile technologies such as 5G and WiFi 6E do not seem to deliver the
promised mobile access bandwidth. To effectively characterize mobile access bandwidth in …
promised mobile access bandwidth. To effectively characterize mobile access bandwidth in …