Heating, ventilation, and air conditioning (HVAC) are extremely energy consuming,
accounting for 40% of total building energy consumption. It is crucial to design some energy …

Video transcoding is to create multiple representations of a video for content adaptation. It is
deemed as a core technique in Adaptive BitRate (ABR) streaming. How to manage video …

This paper aims to improve video streaming by leveraging a simple observation—users are
more sensitive to low qualityin certain parts of a video than in others. For instance, re …

The advent of virtual reality (VR) technology has necessitated a reevaluation of quality of
experience (QoE) models. While numerous recent efforts have been dedicated to creating …

Wireless multimedia big data contains valuable information on users' behavior, content
characteristics and network dynamics, which can drive system design and optimization. The …

Continuous learning (CL) has recently been adopted into edge video analytics, gaining
huge success in maintaining high accuracy without constantly retraining DNN models by …

The surging penetration of video cameras drives the rapid growth of video frames processed
on the mobile edge. However, the scarce bandwidth and limited edge computing resources …

This paper explores the transformative potential of user-centric algorithms in shaping the
future landscape of adaptive video streaming. Traditional streaming methods, though …

In the next‐generation wireless communications system of Beyond 5G networks, video
streaming services have held a surprising proportion of the whole network traffic …

In adaptive video streaming, the design of an adaptive bitrate (ABR) strategy is critical for the
quality-of-experience (QoE) perceived by users. Though current learning-based ABR …