Livenet: a low-latency video transport network for large-scale live streaming

J Li, Z Li, R Lu, K **ao, S Li, J Chen, J Yang… - Proceedings of the …, 2022 - dl.acm.org
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 …

PERCEIVE: Deep learning-based cellular uplink prediction using real-time scheduling patterns

J Lee, S Lee, J Lee, SD Sathyanarayana… - Proceedings of the 18th …, 2020 - dl.acm.org
As video calls and personal broadcasting become popular, the demand for mobile live
streaming over cellular uplink channels is growing fast. However, current live streaming …

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 …

BoB: Bandwidth prediction for real-time communications using heuristic and reinforcement learning

A Bentaleb, MN Akcay, M Lim… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Bandwidth prediction is critical in any Real-time Communication (RTC) service or
application. This component decides how much media data can be sent in real time …

Measurement of a large-scale short-video service over mobile and wireless networks

Y Zhang, Y Liu, L Guo, JYB Lee - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Short-video sharing services have seen explosive growth in recent years. Compared to
conventional video sharing platforms, these have very different characteristics which are far …

Improving mobile interactive video QoE via two-level online cooperative learning

H Zhang, A Zhou, H Ma - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Machine learning models, particularly reinforcement learning (RL), have demonstrated great
potential in optimizing video streaming applications. However, the state-of-the-art solutions …

Inter-Stream Adaptive Bitrate Streaming for Short-Video Services

Y Zhang, S Zhu, Y Liu, L Guo, J Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Short-video services have seen explosive growth in recent years. Streaming over mobile
networks is inherently challenging due to the latter's bandwidth fluctuations, motivating …

Improving adaptive real-time video communication via cross-layer optimization

Y Li, H Chen, B Xu, Z Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Effective Adaptive Bitrate (ABR) algorithm or policy is of paramount importance for Real-
Time Video Communication (RTVC) amid this pandemic to pursue uncompromised quality …

BBR bufferbloat in dash video

S Vargas, R Drucker, A Renganathan… - Proceedings of the Web …, 2021 - dl.acm.org
BBR is a new congestion control algorithm and is seeing increased adoption especially for
video traffic. BBR solves the bufferbloat problem in legacy loss-based congestion control …

Enhancing quality of experience for collaborative virtual reality with commodity mobile devices

J Chen, F Qian, B Li - 2022 IEEE 42nd International …, 2022 - ieeexplore.ieee.org
Virtual Reality (VR), together with the network infrastructure, can provide an interactive and
immersive experience for multiple users simultaneously and thus enables collaborative VR …