Representative Papers |
- S. Aoki, K. Shiomoto and C. L. Eng, "Few-Shot Learning and Self-Training for eNodeB Log Analysis for Service-Level Assurance in LTE Networks," in IEEE Transactions on Network and Service Management, vol. 17, no. 4, pp. 2077-2089, Dec. 2020, doi: 10.1109/TNSM.2020.3032156.
- K. Hara and K. Shiomoto, "Intrusion Detection System using Semi-Supervised Learning with Adversarial Auto-encoder," NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, Budapest, Hungary, 2020, pp. 1-8, doi: 10.1109/NOMS47738.2020.9110343.
- S. Aoki, K. Shiomoto, C. L. Eng and S. Backstad, "Few-shot Learning for eNodeB Performance Metric Analysis for Service Level Assurance in LTE Networks," NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, Budapest, Hungary, 2020, pp. 1-4, doi: 10.1109/NOMS47738.2020.9110296.
- K. Hara, K. Shiomoto, C. L. Eng and S. Backstad, "Automatic eNodeB state management in LTE networks using Semi-Supervised Learning with Adversarial Autoencoder," 2020 IEEE 21st International Conference on High Performance Switching and Routing (HPSR), Newark, NJ, USA, 2020, pp. 1-6, doi: 10.1109/HPSR48589.2020.9098982.
- K. Ishii et al., "First Demonstration of Automated Updates of Disaggregate Blades in Multi-Domain/Layer Optical Path Network," 2020 Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA, 2020, pp. 1-3.
- K. Ishii et al., "Automatic Resource Mapping using Functional Block Based Disaggregation Model for ROADM Networks," 2020 Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA, 2020, pp. 1-3.
- S. Nakamura et al., "First Demonstration of End-to-End Network Slicing with Transport Network Coordination and Edge Cloud Applications in 5G Era," 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), Fukuoka, Japan, 2019, pp. 1-3, doi: 10.23919/PS.2019.8817850.
- Y. Tsukuda, M. Kosugi, K. Shiomoto, T. Morita and T. Hayashi, "Reducing Inconsistency between Software-Defined Networking Controllers," 2019 IEEE Conference on Network Softwarization (NetSoft), Paris, France, 2019, pp. 301-305, doi: 10.1109/NETSOFT.2019.8806639.
- S. Enami and K. Shiomoto, "Spatio-temporal human mobility prediction based on trajectory data mining for resource management in mobile communication networks," 2019 IEEE 20th International Conference on High Performance Switching and Routing (HPSR), Xi'An, China, 2019, pp. 1-6, doi: 10.1109/HPSR.2019.8808106.
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