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Understanding operational 5G: A first measurement study on its coverage, performance and energy consumption
5G, as a monumental shift in cellular communication technology, holds tremendous potential
for spurring innovations across many vertical industries, with its promised multi-Gbps speed …
for spurring innovations across many vertical industries, with its promised multi-Gbps speed …
Xlink: Qoe-driven multi-path quic transport in large-scale video services
We report XLINK, a multi-path QUIC video transport solution with experiments in Taobao
short videos. XLINK is designed to meet two operational challenges at the same time:(1) …
short videos. XLINK is designed to meet two operational challenges at the same time:(1) …
OnRL: Improving mobile video telephony via online reinforcement learning
Machine learning models, particularly reinforcement learning (RL), have demonstrated great
potential in optimizing video streaming applications. However, the state-of-the-art solutions …
potential in optimizing video streaming applications. However, the state-of-the-art solutions …
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 …
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 …
Converge: Qoe-driven multipath video conferencing over webrtc
S Dhawaskar Sathyanarayana, K Lee… - Proceedings of the …, 2023 - dl.acm.org
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 …
{GRACE}:{Loss-Resilient}{Real-Time} video through neural codecs
In real-time video communication, retransmitting lost packets over high-latency networks is
not viable due to strict latency requirements. To counter packet losses without …
not viable due to strict latency requirements. To counter packet losses without …
Artificial intelligence of things: A survey
The integration of the Internet of Things (IoT) and modern Artificial Intelligence (AI) has given
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …
Tutti: coupling 5g ran and mobile edge computing for latency-critical video analytics
Mobile edge computing (MEC), as a key ingredient of the 5G ecosystem, is envisioned to
support demanding applications with stringent latency requirements. The basic idea is to …
support demanding applications with stringent latency requirements. The basic idea is to …