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AI-driven High-Performance Computing Fault Management System: Autonomous Operation and Maintenance Practice from Detection to Repair

This article deeply analyzes an AI-based fault management system for high-performance computing (HPC) environments. Through intelligent agent workflows, RAG knowledge retrieval, and machine learning technologies, the system achieves full-process automation from fault detection to automatic repair, significantly improving the reliability and operation efficiency of HPC environments.

HPCAI运维故障管理智能体工作流RAG机器学习日志分析自动化运维高性能计算

Published 2026-05-12 05:15Recent activity 2026-05-12 05:16Estimated read 1 min

Section 01

导读 / 主楼：AI-driven High-Performance Computing Fault Management System: Autonomous Operation and Maintenance Practice from Detection to Repair

Introduction / Main Floor: AI-driven High-Performance Computing Fault Management System: Autonomous Operation and Maintenance Practice from Detection to Repair

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