Speaker
Iñaki Ucar
(Universidad Carlos III de Madrid)
Description
We often think of digitalization as the application of complex machine learning algorithms to vast amounts of data. Unfortunately, this raw material is not always available, and, in particular, many traditional businesses with well-established processes accumulate a large technical debt that impedes progress towards more modern paradigms. In this talk, we review a complete case study, from data collection to production deployment, combining old and new techniques for monitoring and optimizing massive batch processing.
| Classification | Mainly application |
|---|---|
| Keywords | batch processing, critical path, service-level agreement |
Primary author
Iñaki Ucar
(Universidad Carlos III de Madrid)