Efficient distributed monitoring with active Collaborative Prediction
We model probe selection for fault prediction as a Collaborative Prediction task. Performance improvement over the baseline is demonstrated on a real-world dataset. Active Probing is required to cope with the various sources of data variability.
collaborative prediction grid fault monitoring matrix factorization active learning