Wang, F., Zhang, C., Liu, J., Zhu, Y., Pang, H., & Sun, L. (2019, April). Intelligent edge-assisted crowdcast with deep reinforcement learning for personalized QoE. In IEEE INFOCOM 2019-IEEE Conference on Computer Communications (pp. 910-918). IEEE. Paper: Edge-Assisted Crowdcast Phenomenon&Challenge: crowdcast is featured with tremendous video contents at the broadcaster side, highly diverse viewer side content watching environments/preferences as well as viewers’ personalized