Fairness-Guaranteed Transcoding Task Assignment for Viewer-Assisted Crowdsourced Livecast Services

Risk-Aware Contextual Learning for Edge-Assisted Crowdsourced Live Streaming

“…We have reviewed some recent papers in Table I on live video transcoding offloading with edge computing. Most works either consider the context information of the system and edge devices when making decisions [31], [36], or directly formulate the feedback of the decision as a function of context information. In [38], the risk of performance fluctuation is considered in the MAB problem.…”