Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE

Fangxin Wang, Cong Zhang, Feng Wang, +4

Artificial IntelligenceEdge IntelligenceEngineeringMachine LearningData Science +13

Toward Smart and Cooperative Edge Caching for 5G Networks: A Deep Learning Based Approach

Haitian Pang, Jiangchuan Liu, Xiaoyi Fan, +1

5G NetworksEngineeringEdge DeviceEdge ComputingMobile Video +13

Toward Edge-Assisted Video Content Intelligent Caching With Long Short-Term Memory Learning

Cong Zhang, Haitian Pang, Jiangchuan Liu, +4

IEEE Access

EngineeringMachine LearningCache Replacement PolicyVideo RetrievalInformation Retrieval +15

Propagation- and Mobility-Aware D2D Social Content Replication

Zhi Wang, Lifeng Sun, Miao Zhang, +3

IEEE Transactions on Mobile Computing

DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning

Fangxin Wang, Cong Zhang, Feng Wang, +4

IEEE/ACM Transactions on Networking

Joint Sponsor Scheduling in Cellular and Edge Caching Networks for Mobile Video Delivery

Lifeng Sun, Haitian Pang, Lin Gao

IEEE Transactions on Multimedia

EngineeringEdge CachingEdge Caching PolicyMobile Video DeliveryWeb Cache +14

Towards Low Latency Multi-viewpoint 360° Interactive Video: A Multimodal Deep Reinforcement Learning Approach

Haitian Pang, Cong Zhang, Fangxin Wang, +2

Artificial IntelligenceEngineeringMachine LearningVideo ProcessingInteractive Video +15

Enhancing the crowdsourced live streaming

Rui-Xiao Zhang, Tianchi Huang, Ming Ma, +4

Artificial IntelligenceEngineeringMachine LearningNaive RulesCommunication +17

Optimizations and Economics of Crowdsourced Mobile Streaming

Ming Tang, Lin Gao, Haitian Pang, +2

IEEE Communications Magazine

EngineeringCooperative VideoStreaming DataData ScienceVideo Streaming +14

Multi-Dimensional Auction Mechanisms for Crowdsourced Mobile Video Streaming

Ming Tang, Haitian Pang, Wang Shou, +3

IEEE/ACM Transactions on Networking

Electronic AuctionEngineeringGame TheoryCommunicationMarket Design +16