Methods and apparatuses for automated performance tuning of a data modeling platform

摘要

Embodiments are disclosed for automated performance tuning of a data modeling platform. An example method includes ingesting, using a tuning template, a set of records from one or more data sources into one or more stage tables in a staging layer of the data modeling platform. This example method further includes generating, using the one or more stage tables, a data integration layer of the data modeling platform for modeling data represented by the set of records ingested into the one or more stage tables. This example method further includes estimating an anticipated performance of the data modeling platform and generating an optimized tuning template based on the estimated anticipated performance. Finally, this example method further includes automatically executing a performance tuning operation on the data modeling platform. Corresponding apparatuses and computer program products are also provided.