From Prediction to Decision: Dynamic Maintenance Scheduling in Industrial Edge Computing via Federated DRL
In industrial edge computing, numerous devices must operate continuously to support time-critical services. Their degradation can lead to localized failures and reduce overall system uptime, making proactive maintenance necessary. Existing data-driven maintenance methods typically predict device health or remaining use...