Models and their support for describing the experimentation process of optimising complex data analytics

Target

Research project

Contact

• Tomáš Bureš

The goal is to design and implement meta-models and an associated domain specific modelling language (DSML), including a web-based tools (editor, etc.) for describing the experimentation process of optimising complex data analytics. The DSML will be defined using Eclipse EMF and will allow the specification of different variants of a complex analytics process to be mapped to a user-specified intent and context; such variants include different datasets/data sources, the flow of complex analytics tasks (visualization, simulation, ML), deployment options, algorithms, models, hyper-parameters. DSML will be a part of the ExtremeXP framework.