Understanding operational 5G: A first measurement study on its coverage, performance and energy consumption

D Xu, A Zhou, X Zhang, G Wang, X Liu, C An… - Proceedings of the …, 2020 - dl.acm.org
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 …

Xlink: Qoe-driven multi-path quic transport in large-scale video services

Z Zheng, Y Ma, Y Liu, F Yang, Z Li, Y Zhang… - Proceedings of the …, 2021 - dl.acm.org
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) …

OnRL: Improving mobile video telephony via online reinforcement learning

H Zhang, A Zhou, J Lu, R Ma, Y Hu, C Li… - Proceedings of the 26th …, 2020 - dl.acm.org
Machine learning models, particularly reinforcement learning (RL), have demonstrated great
potential in optimizing video streaming applications. However, the state-of-the-art solutions …

Nemo: enabling neural-enhanced video streaming on commodity mobile devices

H Yeo, CJ Chong, Y Jung, J Ye, D Han - Proceedings of the 26th Annual …, 2020 - dl.acm.org
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 …

Neuroscaler: Neural video enhancement at scale

H Yeo, H Lim, J Kim, Y Jung, J Ye, D Han - Proceedings of the ACM …, 2022 - dl.acm.org
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 …

Loki: improving long tail performance of learning-based real-time video adaptation by fusing rule-based models

H Zhang, A Zhou, Y Hu, C Li, G Wang… - Proceedings of the 27th …, 2021 - dl.acm.org
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 …

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 …

{GRACE}:{Loss-Resilient}{Real-Time} video through neural codecs

Y Cheng, Z Zhang, H Li, A Arapin, Y Zhang… - … USENIX Symposium on …, 2024 - usenix.org
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 …

Artificial intelligence of things: A survey

SI Siam, H Ahn, L Liu, S Alam, H Shen, Z Cao… - ACM Transactions on …, 2025 - dl.acm.org
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 …

Tutti: coupling 5g ran and mobile edge computing for latency-critical video analytics

D Xu, A Zhou, G Wang, H Zhang, X Li, J Pei… - Proceedings of the 28th …, 2022 - dl.acm.org
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 …