AI-based algorithms for predictive estimation of job duration
A powerful analytical tool based on Artificial Intelligence (AI) algorithms for the prediction of estimated job durations. Through the deployment of the agent docker container, you can enable the monitoring of jobs to provide input to the AI-based tool to predict job duration. In addition, the tool also uses machine learning to train the tool to adjust predictions comparing previously predicted durations with actual durations. The tool uses a very sophisticated algorithm that considers the previous 50 job runs of a job instance to forecast the estimated durations for the next 7 job runs
The tool can be particularly useful to measure and forecast the durations of jobs along a critical path and provide insight on the probability that SLAs will be met.