一作OSDI 2026Oral· Operating Systems & Distributed Systems
SMARTTalk: Teaching SMART Logs to Talk to LLMs
Mayur Akewar · Dongsheng Luo · Sandeep Madireddy · Janki Bhimani
摘要
SMART attributes are the main telemetry for monitoring Solid State Drives (SSDs) and predicting failures in large fleets, but existing methods rely on heavy feature engineering and large supervised pipelines that must be retrained as hardware or workloads change and that compress rich temporal be...