PROJECT RESULTS

Data Mining Framework Layer

The data mining layer is conformed by tools and libraries for data analysis and machine learning. It provides the logic needed to extract value from data, simplifying the creation of analysis pipelines capable of handling massive datasets and applying ML in different environments.

Its main components are:

 

  • Machine Learning

 A set of algorithms and models that enable predictive solutions to be trained and deployed in the two use cases.

  • Big Data

Technologies such as Lithops for large-scale data processing that support scalable analytics.

  • Workflow Description

Languages and parallel computing tools such as COMPSs to describe and chain analysis tasks and processes.