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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Rebin Saleh

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Open access 2026

HAMA: A Hierarchical Adaptive Multi-Agent Architecture for Industrial IoT Predictive Maintenance

Industrial IoT predictive maintenance demands real-time anomaly detection under tight resource and interpretability constraints, while monolithic LLM-based systems remain impractical for on-site deployment. We introduce HAMA (Hierarchical Adaptive Multi-Agent Architecture), in which “adaptive” refers strictly to online...

Rebin Saleh, K. Dinh, Balázs Villányi et al. · 0 citations

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