Intelligent recommendation of time series anomaly detection model pipelines

A time series anomaly detection computer program product that processes time series data, the time series anomaly detection computer program product comprising a computer-readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perform:

• absorbing profiles of the time series data and anomaly types of a model as features;
• optimizing biased ranks to create optimized ranks through merging initial ranks with new ranks generated by real anomalies;
• and
• auto-suggesting the optimized ranks for saving a predetermined amount of data operation.

A time series anomaly detection system that processes time series data, the time series anomaly detection system comprising:

• a processor;
• and
• a memory, the memory storing instructions to cause the processor to perform:
• absorbing profiles of the time series data and anomaly types of a model as features;
• optimizing biased ranks to create optimized ranks through merging initial ranks with new ranks generated by real anomalies;
• and
• auto-suggesting the optimized ranks for saving a predetermined amount of data operation.