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List of works by Dan Pei

CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data

scientific article published on 26 April 2023

Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Software Systems

scientific article published on 04 November 2024

End-to-End AutoML for Unsupervised Log Anomaly Detection

scientific article published on 18 October 2024

FUSO: Fast Multi-Path Loss Recovery for Data Center Networks

scholarly article

Fault Diagnosis for Test Alarms in Microservices through Multi-source Data

scientific article published on 10 July 2024

Illuminating the Gray Zone: Non-intrusive Gray Failure Localization in Server Operating Systems

scientific article published on 10 July 2024

Interpretable Failure Localization for Microservice Systems Based on Graph Autoencoder

scientific article published on 13 September 2024

Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space

scientific article published on 25 August 2024

MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models

scientific article published on 10 July 2024

Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer

scientific article published on 25 August 2024

Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

scientific article published on 08 May 2024

Robust Multimodal Failure Detection for Microservice Systems

scientific article published on 04 August 2023

Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems

scientific article published on 08 May 2024

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