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Roman Laas

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Book Open access Apr 2026

Leveraging Low-Parameter LLMs for Self-Healing in Kubernetes-Based Container Orchestration

The growing complexity of runtime management in containerized clusters makes manual fault debugging time-consuming and costly. Self-healing aims to automate fault detection and recovery. A recent approach is to use large language models (LLMs), but most existing systems rely on large proprietary models with high comput...

Yann Wiesinger, M. Engelhardt, Roman Laas · 0 citations

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