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 …
PERCEIVE: Deep learning-based cellular uplink prediction using real-time scheduling patterns
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 …
streaming over cellular uplink channels is growing fast. However, current live streaming …
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 …
BoB: Bandwidth prediction for real-time communications using heuristic and reinforcement learning
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 …
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
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 …
conventional video sharing platforms, these have very different characteristics which are far …
Improving mobile interactive video QoE via two-level online cooperative 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 …
Inter-Stream Adaptive Bitrate Streaming for Short-Video Services
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 …
networks is inherently challenging due to the latter's bandwidth fluctuations, motivating …
Improving adaptive real-time video communication via cross-layer optimization
Effective Adaptive Bitrate (ABR) algorithm or policy is of paramount importance for Real-
Time Video Communication (RTVC) amid this pandemic to pursue uncompromised quality …
Time Video Communication (RTVC) amid this pandemic to pursue uncompromised quality …
BBR bufferbloat in dash video
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 …
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
Virtual Reality (VR), together with the network infrastructure, can provide an interactive and
immersive experience for multiple users simultaneously and thus enables collaborative VR …
immersive experience for multiple users simultaneously and thus enables collaborative VR …