273 citations · 289 across the 7 of their papers we have counts for
7 papers
LLM-Powered Fully Automated Chaos Engineering: Towards Enabling Anyone to Build Resilient Software Systems at Low Cost
Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri
Chaos Engineering (CE) is an engineering technique aimed at improving the resilience of distributed systems. It involves intentionally injecting faults into a system to test its re…
ChaosEater: Fully Automating Chaos Engineering with Large Language Models
Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri
Chaos Engineering (CE) is an engineering technique aimed at improving the resiliency of distributed systems. It involves artificially injecting specific failures into a distributed…
Electric Vehicle Routing Problem for Emergency Power Supply: Towards Telecom Base Station Relief
Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri +3
As a telecom provider, our company has a critical mission to maintain telecom services even during power outages. To accomplish the mission, it is essential to maintain the power o…
RouteExplainer: An Explanation Framework for Vehicle Routing Problem
Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri +1
The Vehicle Routing Problem (VRP) is a widely studied combinatorial optimization problem and has been applied to various practical problems. While the explainability for VRP is sig…
Dividing Deep Learning Model for Continuous Anomaly Detection of Inconsistent ICT Systems
Kengo Tajiri, Yasuhiro Ikeda, Yuusuke Nakano +1
Health monitoring is important for maintaining reliable information and communications technology (ICT) systems. Anomaly detection methods based on machine learning, which train a…
Estimation of Dimensions Contributing to Detected Anomalies with Variational Autoencoders
Yasuhiro Ikeda, Kengo Tajiri, Yuusuke Nakano +2
Anomaly detection using dimensionality reduction has been an essential technique for monitoring multidimensional data. Although deep learning-based methods have been well studied f…
Thermodynamic evidence for nematic superconductivity in CuBiSe
Shingo Yonezawa, Kengo Tajiri, Suguru Nakata +5
Unconventional superconductivity is characterized by the spontaneous symmetry breaking of the macroscopic superconducting wavefunction in addition to the gauge symmetry breaking, s…