Exploratory Data Science
on Raw Data
The idea
of the exdra project is to investigate suitable system support for the exploratory data science process across heterogeneous and distributed raw data sources and to provide it as a prototype for real use cases.
In detail, the approach includes the following research focuses:
- Ad-hoc and federated data integration over raw data
- Data organization and reuse of intermediate results
- Horizontal optimization across the entire data science lifecycle
- Query planning for restricted data sets
Partners: