Martin Bouda

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 7

Top Topics

Limited Capacity

State Estimation

Learning Process

Optical Networks

Top Venues

Publications

Martin Bouda, Gautam Krishna, Joe Krystofik, Shoichiro Oda, Paparao Palacharla
Towards vendor-agnostic real-time optical network design with extended Kalman state estimation and recurrent neural network machine learning [Invited]. JOCN 13 (4) (2021)
Martin Bouda, Shoichiro Oda, Yuichi Akiyama, Denis Paunovic, Takeshi Hoshida, Paparao Palacharla, Tadashi Ikeuchi
Demonstration of Continuous Improvement in Open Optical Network Design by QoT Prediction using Machine Learning. OFC (2019)
Inwoong Kim, Xi Wang, Martin Bouda, Olga Vassilieva, Qiong Zhang, Paparao Palacharla, Tadashi Ikeuchi
Q-availability based Virtual Optical Network Provisioning. OFC (2018)
Martin Bouda, Shoichiro Oda, Olga Vassilieva, Masatake Miyabe, Setsuo Yoshida, Toru Katagiri, Yasuhiko Aoki, Takeshi Hoshida, Tadashi Ikeuchi
Accurate Prediction of Quality of Transmission Based on a Dynamically Configurable Optical Impairment Model. JOCN 10 (1) (2018)
Shoichiro Oda, Martin Bouda, Yi Ge, Setsuo Yoshida, Takahito Tanimura, Yuichi Akiyama, Yoshio Hirose, Zhenning Tao, Tadashi Ikeuchi, Takeshi Hoshida
Innovative Optical Networking by Optical Performance Monitoring and Learning Process. ECOC (2018)
Shoichiro Oda, Martin Bouda, Olga Vassilieva, Yoshio Hirose, Takeshi Hoshida, Tadashi Ikeuchi
Network Capacity Improvement by Quality of Transmission Estimator with Learning Process. ECOC (2017)
Martin Bouda, Shoichiro Oda, Olga Vassilieva, Masatake Miyabe, Setsuo Yoshida, Toru Katagiri, Yasuhiko Aoki, Takeshi Hoshida, Tadashi Ikeuchi
Accurate prediction of quality of transmission with dynamically configurable optical impairment model. OFC (2017)
Martin Bouda, Xi Wang, Paparao Palacharla, Motoyoshi Sekiya
Reachability matrix and directed search-based optical path computation for large optical networks. ECOC (2014)