Yoichi Matsuo

According to our database, Yoichi Matsuo authored at least 16 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Optimizing Edge-Cloud Cooperation for Machine Learning Accuracy Considering Transmission Latency and Bandwidth Congestion.

Kengo Tajiri, Ryoichi Kawahara, Yoichi Matsuo

IEICE Trans. Commun., September, 2023

Autoscaling Packet Core Network Functions with Deep Reinforcement Learning.

Jatinder Singh, Shantanu Verma, Yoichi Matsuo, Francesca Fossati, Guillaume Fraysse

Proceedings of the NOMS 2023, 2023

Integrating state prediction into the Deep Reinforcement Learning for the Autoscaling of Core Network Functions.

Yoichi Matsuo, Jatinder Singh, Shantanu Verma, Guillaume Fraysse

Proceedings of the NOMS 2023, 2023

CMRCV: Causal Modeling to Localize Failed Equipment by Representative Nodes and Contribution Values.

Yoichi Matsuo, Yuusuke Nakano, Keishiro Watanabe

Proceedings of the International Conference on Computing, Networking and Communications, 2023

Empirical Analysis of the Fine-Tuning for Unsupervised Anomaly Detection in the ICT System.

Yoichi Matsuo

Proceedings of the 19th International Conference on Network and Service Management, 2023

2021

DeepSIP: A System for Predicting Service Impact of Network Failure by Temporal Multimodal CNN.

Yoichi Matsuo, Tatsuaki Kimura, Ken Nishimatsu

IEICE Trans. Commun., 2021

Shapley-value-based Quality Degradation Analysis Method for Adaptive Bitrate Streaming Services.

Yoichi Matsuo, Kazuhisa Yamagishi, Shoko Takahashi

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Fault Detection of ICT systems with Deep Learning Model for Missing Data.

Kengo Tajiri, Tomoharu Iwata, Yoichi Matsuo, Keishiro Watanabe

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Performance Analysis of Anomaly Detection Methods for Application System on Kubernetes with Auto-scaling and Self-healing.

Yoichi Matsuo, Daisuke Ikegami

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise.

Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Yoichi Matsuo, Yoshinobu Kawahara

J. Mach. Learn. Res., 2020

Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learning.

Hiroki Ikeuchi, Akio Watanabe, Tsutomu Hirao, Makoto Morishita, Masaaki Nishino, Yoichi Matsuo, Keishiro Watanabe

Proceedings of the NOMS 2020, 2020

A Framework for Automatic Failure Recovery in ICT Systems by Deep Reinforcement Learning.

Hiroki Ikeuchi, Jiawen Ge, Yoichi Matsuo, Keishiro Watanabe

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2018

Workflow Extraction for Service Operation Using Multiple Unstructured Trouble Tickets.

Akio Watanabe, Keisuke Ishibashi, Tsuyoshi Toyono, Keishiro Watanabe, Tatsuaki Kimura, Yoichi Matsuo, Kohei Shiomoto, Ryoichi Kawahara

IEICE Trans. Inf. Syst., 2018

Root-Cause Diagnosis for Rare Failures Using Bayesian Network with Dynamic Modification.

Yoichi Matsuo, Yuusuke Nakano, Akio Watanabe, Keishiro Watanabe, Keisuke Ishibashi, Ryoichi Kawahara

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2016

Workflow extraction for service operation using multiple unstructured trouble tickets.

Akio Watanabe, Keisuke Ishibashi, Tsuyoshi Toyono, Tatsuaki Kimura, Keishiro Watanabe, Yoichi Matsuo, Kohei Shiomoto

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

2014

Experiments on a Parallel Nonlinear Jacobi-Davidson Algorithm.

Yoichi Matsuo, Hua Guo, Peter Arbenz

Proceedings of the International Conference on Computational Science, 2014