List of works - Qingwei Lin

Assess and Summarize: Improve Outage Understanding with Large Language Models

scientific article published on 30 November 2023

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

scientific article published on 18 April 2024

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets

scientific article published on 04 August 2023

Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365

scientific article published on 30 November 2023

EDITS: An Easy-to-difficult Training Strategy for Cloud Failure Prediction

scientific article published on 28 April 2023

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning

scientific article published on 26 April 2023

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

Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback

scientific article published on 04 August 2023

SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction

scientific article published on 12 May 2024

STEAM: Observability-Preserving Trace Sampling

scientific article published on 30 November 2023

TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems

scientific article published on 30 November 2023

UniLog: Automatic Logging via LLM and In-Context Learning

scientific article published on 06 February 2024

Xpert: Empowering Incident Management with Query Recommendations via Large Language Models

scientific article published on 12 April 2024

List of works by Qingwei Lin

Assess and Summarize: Improve Outage Understanding with Large Language Models

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets

Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365

EDITS: An Easy-to-difficult Training Strategy for Cloud Failure Prediction

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning

MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models

Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer

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

Robust Multimodal Failure Detection for Microservice Systems

Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback

SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction

STEAM: Observability-Preserving Trace Sampling

TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems

UniLog: Automatic Logging via LLM and In-Context Learning

Xpert: Empowering Incident Management with Query Recommendations via Large Language Models