Interactive data analysis with the UK Gaia Science Platform
Monday
CB1.1
Abstract details
id
Interactive data analysis with the UK Gaia Science Platform
Date Submitted
2021-06-28 00:00:00
Dave
Morris
Institute for Astronomy, University of Edinburgh
Gaia Early Data Release 3: Contents, Access and Use
Invited
Nigel Hambly, Stelios Voutsinas
We discuss and demonstrate the capabilities of a new science platform for working with Gaia data. This platform enables large-scale analysis of the current Gaia catalogue, and will scale to the much larger data volumes anticipated at DR3+. The service complements functionality provided by exsiting services, such as those employing TAP/ADQL and relational database systems, by providing a distributed processing architecture based on Apache Spark. We will show two example workflows: a simple whole-sky statistical summary of selected catalogue columns; and a more complex example from the Gaia EDR3 Catalogue of Nearby Stars study that employs Machine Learning techniques.
All attendees are expected to show respect and courtesy to other attendees and staff, and to adhere to the NAM Code of Conduct.