B. Mao, F. Tang*, Z. Fadlullah, N. Kato.An Absorbing Markov Chain Based Model to Solve Computation and Communication Tradeoff in GPU-Accelerated MDRUs for Safety Confirmation in Disaster Scenarios.IEEE Transactions on Computers, 2019

B. Mao, F. Tang*, Z. Fadlullah, N. Kato.An Intelligent Route Computation Approach Based on Real-Time Deep Learning Strategy for Software Defined Communication Systems.IEEE Transactions on Emerging Topics in Computing, 2019

N. Kato, Z. Fadlullah, F. Tang, B. Mao, S. Tani, A. Okamura, J. Liu.Optimizing Space-Air-Ground Integrated Networks by Artificial Intelligence.IEEE Wireless Communications, 2019

F. Tang, B. Mao, Z. Fadlullah, N. Kato.Deep Spatiotemporal Partially Overlapping Channel Allocation: Joint CNN and Activity Vector Approach.IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM), 2018

Z. Fadlullah, F. Tang*, B. Mao, J. Liu, N. kato.On Intelligent Trafic Control For Large-Scale Heterogeneous Networks: A Value Matrix-Based Deep Learning Approach.IEEE Communications Letters, 2018

Z. Fadlullah, B. Mao, F. Tang, N. Kato.Value Iteration Architecture Based Deep Learning for Intelligent Routing Exploiting Heterogeneous Computing Platforms.IEEE Transactions on Computers, 2018

F. Tang, B. Mao, Z. Fadlullah, N. Kato.On a Novel Deep-Learning-Based Intelligent Partially Overlapping Channel Assignment in SDN-IoT.IEEE Communications Magazine, 2018

F. Tang, J. Liu, B. Mao, Z. Fadlullah, N. Kato.On Extracting the Spatial-Temporal Features of Network Traffic Patterns: A Tensor Based Deep Learning Model.IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC), 2018

B. Mao, F. Tang, Z. Fadlullah, N. Kato, O. Akashi, T. Inoue, K. Mizutani.A Novel Non-Supervised Deep-Learning-Based Network Traffic Control Method for Software Defined Wireless Networks.IEEE Wireless Communications, 2018

F. Tang, Z. Fadlullah, B. Mao, N. Kato.An Intelligent Traffic Load Prediction Based Adaptive Channel Assignment Algorithm in SDN-IoT: A Deep Learning Approach.IEEE Internet of Things Journal, 2018

F. Tang, Z. Fadlullah, B. Mao, N. Kato, F. Ono, R. Miura.On A Novel Adaptive UAV-Mounted Cloudlet-Aided Recommendation System for LBSNs.IEEE Transactions on Emerging Topics in Computing, 2018

B. Mao, Z. Fadlullah, F. Tang, N. Kato, O. Akashi, T. Inoue, K. Mizutani.A Tensor Based Deep Learning Technique for Intelligent Packet Routing.GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 2017

F. Tang, B. Mao, Z. Fadlullah, N. Kato, O. Akashi, T. Inoue, K. Mizutani.On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control.IEEE Wireless Communications, 2017

F. Tang, Z. Fadlullah, N. Kato, F. Ono, R. Miura.AC-POCA: Anticoordination Game based Partially Overlapping Channels Assignment in Combined UAV and D2D based Networks.IEEE Transactions on Vehicular Technology, 2017

B. Mao, Z. Fadlullah, F. Tang, N. Kato, O. Akashi, T. Inoue, K. Mizutani.Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning.IEEE Transactions on Computers, 2017

Z. Fadlullah, F. Tang, B. Mao, N. Kato, O. Akashi, T. Inoue, K. Mizutani.State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems.IEEE Communications Surveys & Tutorials, 2017

N. Kato, Z. Fadlullah, B. Mao, F. Tang, O. Akashi, T. Inoue, K. Mizutani.The Deep Learning Vision for Heterogeneous Network Traffic Control: Proposal, Challenges, and Future Perspective.IEEE Wireless Communications, 2016