Seiki Kuwabara

Monitoring and diagnostic technologies using deep neural networks for predictive optical network maintenance [Invited]

Takafumi Tanaka, Tetsuro Inui, Seiki Kuwabara et al. · Journal of Optical Communications and Networking · 2021 · 36 citations

Computing, Autonomous Systems, Computer Science +17

Open whitebox architecture for smart integration of optical networking and data center technology [Invited]

Hideki Nishizawa, Wataru Ishida, Yoshiaki Sone et al. · Journal of Optical Communications and Networking · 2020 · 34 citations

Engineering, Computer Engineering, Computer Systems +17

Autonomous network diagnosis from the carrier perspective [Invited]

Takafumi Tanaka, Akira Hirano, Shoukei Kobayashi et al. · Journal of Optical Communications and Networking · 2019 · 23 citations

Computing, Autonomous Systems, Systems Engineering +14

Intelligent Monitoring of Optical Fiber Bend Using Artificial Neural Networks Trained With Constellation Data

Takafumi Tanaka, Wataru Kawakami, Seiki Kuwabara et al. · IEEE Networking Letters · 2019 · 20 citations

Engineering, Computer Science, Machine Learning +16

Demonstration of a Novel Framework for Proactive Maintenance Using Failure Prediction and Bit Lossless Protection With Autonomous Network Diagnosis System

Fumikazu Inuzuka, Takuya Oda, Takafumi Tanaka et al. · Journal of Lightwave Technology · 2020 · 19 citations

Computing, Computer Engineering, Systems Engineering +17