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List of works by Saravan Rajmohan

Assess and Summarize: Improve Outage Understanding with Large Language Models

scientific article published on 30 November 2023

Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4

scientific article published on 10 July 2024

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

scientific article published on 30 November 2023

Exploring LLM-Based Agents for Root Cause Analysis

scientific article published on 10 July 2024

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

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

scientific article published on 04 August 2023

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

X-Lifecycle Learning for Cloud Incident Management using LLMs

scientific article published on 10 July 2024

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

scientific article published on 12 April 2024

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