Session Details

[ThG1]AI-Based Optical Network Management

Thu. Jul 3, 2025 9:00 AM - 11:00 AM JST
Thu. Jul 3, 2025 12:00 AM - 2:00 AM UTC
Room G (2F 206)

[ThG1-1]Data-Driven Failure Localization in Multi-Core Optical Networks

○Memedhe Ibrahimi1, Pasquale Lobaccaro1, Giammarco Di Sciullo2, Giovanni Simone Sticca1, Francesco Musumeci1, Ruben S. Luis3, Andrea Marotta2, Cristian Antonelli2, Massimo Tornatore1 (1. Politecnico di Milano (Italy), 2. Universita Degli Studi Dell’Aquila (Italy), 3. National Institute of Information and Communications Technology (Japan))
Comment()

[ThG1-2]Toward Intelligent and Efficient Optical Networks: Performance Modeling, Co-existence, and Field Trials

Zehao Wang1,2, Agastya Raj3, Yue-Kai Huang2, Ezra Ip2, Giacomo Borraccini2, Andrea D’Amico2, Shaobo Han2, Zhenzhou Qi1, Gil Zussman5, Koji Asahi4, Hideo Kageshima4, Yoshiaki Aono4, Ting Wang2, Marco Ruffini3, Dan Kilper3, ○Tingjun Chen1 (1. Duke University (United States of America), 2. NEC Laboratories America (United States of America), 3. CONNECT Centre (Ireland), 4. NEC Corporation (Japan), 5. Columbia University (United States of America))
Comment()

[ThG1-3]Multi-modal Data Fusion with Knowledge Graph for Alarm Root Cause Analysis in Optical Networks

○Mofan Wang1, Chunyu Zhang1, Min Zhang2, Danshi Wang1 (1. State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications (China), 2. Shenzhen Research Institute of Beijing University of Posts and Telecommunications (China))
Comment()

[ThG1-4]A General Model for Performance Parameters Prediction of Optical Transport Network Equipment

○Qian Guo1, Chunyu Zhang1, Min Zhang1, Xue Xiao1, Tongtong Wan1, Zhuo Liu2, Danshi Wang1 (1. Beijing University of Posts and Telecommunications (China), 2. China Mobile Communications Corporation (China))
Comment()

[ThG1-5]Concurrent Fault Prediction based Multi-View Feature Embedding for Optical Transport Networks

○Weijie Yang1, Chunyu Zhang1, Min Zhang1, Xunjie Jiang2, Yanlin Fan2, Zhongbo Bi2, Jiansheng Xiong2, Danshi Wang1 (1. State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications (China), 2. The Intelligent Network Innovation Center of Chinaunicom (China))
Comment()

[ThG1-6]Prior Knowledge-Assisted Self-Supervised Learning for Soft Fault Diagnosis with Limited Fault Samples in Optical Networks

○Xue Xiao1, Chunyu Zhang1, Min Zhang1, Qian Guo1, Zhiming Sun1, Danshi Wang1 (1. Beijing University of Posts and Telecommunications (China))
Comment()