most citedAutonomous Resource Management in Microservice Systems via Reinforcement Learning

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery

Yun Zi, Ming Gong, Zhihao Xue +3

This study proposes an unsupervised anomaly detection method for distributed backend service systems, addressing practical challenges such as complex structural dependencies, diver…

cs.LG2025

Multi-Level Service Performance Forecasting via Spatiotemporal Graph Neural Networks

Zhihao Xue, Yun Zi, Nia Qi +2

This paper proposes a spatiotemporal graph neural network-based performance prediction algorithm to address the challenge of forecasting performance fluctuations in distributed bac…