Genoveva Vargas-SolarinLearning based data science pipelines for setting up data centric sciences experimentsChallenges and issues to deal with a brand new type of queries: data science queriesData science pipelines view data mathematically (e.g., measures, values distribution) first and establish a context for it later relying…Dec 20, 2019Dec 20, 2019
Genoveva Vargas-SolarFrom Data Management Systems to Data Science Environments: State of the ArtDBMS architectures have evolved to the notion of service-based infrastructure where services are adapted and coordinated for implementing…Dec 20, 2019Dec 20, 2019
Genoveva Vargas-SolarDesigning and enacting data science pipelines as queriesSince the emergence of the 5V’s (i.e., n-V’s) models describing non-functional properties of data, new visions of querying have emerged…Dec 20, 2019Dec 20, 2019
Genoveva Vargas-SolarinLearning based data science pipelines for setting up data centric sciences experimentsEnacting challenges of data science pipelinesHuge collections of heterogeneous data have become the backbone of scientific, analytic and forecasting processes.Dec 19, 2019Dec 19, 2019