Osamu Akashi

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

Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao et al. · IEEE Communications Surveys & Tutorials · 2017 · 811 citations

Artificial Intelligence, Convolutional Neural Network, Internet Traffic Analysis +18

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

Nei Kato, Zubair Md. Fadlullah, Bomin Mao et al. · IEEE Wireless Communications · 2016 · 426 citations

Internet Traffic Analysis, Engineering, Machine Learning +18

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

Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang et al. · IEEE Transactions on Computers · 2017 · 365 citations

Autonomous Network, Internet Traffic Analysis, Engineering +19

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 et al. · IEEE Wireless Communications · 2017 · 259 citations

Intelligent Traffic Management, Network Flows, Future Wireless Networks +14

A Novel Non-Supervised Deep-Learning-Based Network Traffic Control Method for Software Defined Wireless Networks

Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah et al. · IEEE Wireless Communications · 2018 · 128 citations

Network Flows, Engineering, Machine Learning +15