State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems

Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, +4

IEEE Communications Surveys & Tutorials

Artificial IntelligenceConvolutional Neural NetworkInternet Traffic AnalysisEngineeringMachine Learning +16

The Deep Learning Vision for Heterogeneous Network Traffic Control: Proposal, Challenges, and Future Perspective

Nei Kato, Zubair Md. Fadlullah, Bomin Mao, +4

IEEE Wireless Communications

Internet Traffic AnalysisEngineeringMachine LearningIntelligent Traffic ManagementMachine Learning Technique +16

Optimizing Space-Air-Ground Integrated Networks by Artificial Intelligence

Nei Kato, Zubair Md. Fadlullah, Fengxiao Tang, +4

IEEE Wireless Communications

Artificial IntelligenceAutonomous NetworkEngineeringMachine LearningData Science +13

Ten Challenges in Advancing Machine Learning Technologies toward 6G

Nei Kato, Bomin Mao, Fengxiao Tang, +2

IEEE Wireless Communications

Artificial IntelligenceEngineeringMachine Learning6GIntelligent Systems +16

Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning

Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang, +4

IEEE Transactions on Computers

Autonomous NetworkInternet Traffic AnalysisEngineeringMachine LearningProgrammable Routers +17

An Intelligent Traffic Load Prediction-Based Adaptive Channel Assignment Algorithm in SDN-IoT: A Deep Learning Approach

Fengxiao Tang, Zubair Md. Fadlullah, Bomin Mao, +1

IEEE Internet of Things Journal

Network FlowsEngineeringSoftware-defined NetworkingEdge ComputingTraffic Prediction +10

On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control

Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, +4

IEEE Wireless Communications

Intelligent Traffic ManagementNetwork FlowsFuture Wireless NetworksMachine LearningEngineering +12

AI Models for Green Communications Towards 6G

Bomin Mao, Fengxiao Tang, Yuichi Kawamoto, +1

IEEE Communications Surveys & Tutorials

Security and Privacy on 6G Network Edge: A Survey

Bomin Mao, Jiajia Liu, Yingying Wu, +1

IEEE Communications Surveys & Tutorials

Edge IntelligenceEdge Artificial IntelligenceEngineeringEdge DeviceEdge Caching +13

AI-Based Joint Optimization of QoS and Security for 6G Energy Harvesting Internet of Things

Bomin Mao, Yuichi Kawamoto, Nei Kato

IEEE Internet of Things Journal

Artificial IntelligenceEngineeringIot CommunicationIot SecurityIntelligent Energy System +17