works on
causal discovery 1large language models 1microservice failures 1multimodal learning 1root cause analysis 1telemetry data 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

How Far Can Root Cause Analysis Go on Real-World Telemetry Data?

Athira Gopal, Ashwanth Krishnan

The paper studies why existing classical and LLM‑based methods struggle to pinpoint root causes of microservice failures on large, multimodal telemetry data, and proposes a structu…