Tool-using LLM agents can resolve many Kubernetes IT operations tasks; GPT-4o led advanced multi-tool tasks while Anthropic models led simple ones, and Mixtral 8x22B failed with hallucinations.
Applying AIOps Platforms to Broader Datasets Will Create Unique Business Insights
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Empowering AIOps: Leveraging Large Language Models for IT Operations Management
Tool-using LLM agents can resolve many Kubernetes IT operations tasks; GPT-4o led advanced multi-tool tasks while Anthropic models led simple ones, and Mixtral 8x22B failed with hallucinations.