Technologies for managing sensor anomalies in a compute system include determining whether sensor data received from a first sensor is anomalous based on sensor data from another sensor and a correlation rule. The correlation rule defines an excepted correlation between the first sensor data and the second sensor data. If the correlation between the first sensor data and the second sensor data is not observed, the first sensor data may be deemed anomalous. If so, the first sensor data may be verified using another sensor or other correlation. If the first sensor is determined to be malfunctioning, the compute system may mitigate the loss of the first sensor by using another sensor in its place.