ARCA uses multi-modal retrieval-augmented generation with logs, telemetry, and descriptions to achieve 92% triage and 72% mitigation-plan accuracy on synthetic cloud-incident reports.
UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks
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UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks
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Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs
ARCA uses multi-modal retrieval-augmented generation with logs, telemetry, and descriptions to achieve 92% triage and 72% mitigation-plan accuracy on synthetic cloud-incident reports.