Preprint
Aug 2026
Benchmarking LLM-Guided Control-Plane Policies for Backend Fault Isolation in HAProxy
This work asks whether a Large Language Model can replace the static routing policy itself, reading HAProxy and Prometheus telemetry every 10 seconds and isolating faulty servers through guardrailed calls to the HAProxy Data Plane API.
A. Chauhan, Vishnu S Pendyala
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