AIOps-Driven Incident Response: Using LLMs for Root Cause & Runbook Discovery

Authors

  • Naveen Anne Author

Keywords:

AIOps; Incident Response Automation; Large Language Models; Root Cause Analysis; Runbook Discovery; Machine Learning; Natural Language Processing; Cloud Operations; System Observability; Distributed Systems Monitoring

Abstract

Artificial Intelligence for IT Operations (AIOps) represents a  transformative paradigm in incident management, integrating advanced 
machine learning algorithms, natural language processing, and large  language models (LLMs) to automate root cause analysis and runbook  discovery. 

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Published

22-10-2024

Issue

Vol. 2 No. 2 (2024): July-December 2024

Section

Articles

How to Cite

AIOps-Driven Incident Response: Using LLMs for Root Cause & Runbook Discovery. (2024). AI Tech International Journal, ISSN: 3079-4749, 2(2), 59-70. https://techaijournal.com/index.php/AIjournal/article/view/28