Lawrence Berkeley National Laboratory
Intermediate Palomar Transient Factory: Realtime Image Subtraction Pipeline
- Author(s): Cao, Yi
- Nugent, Peter E
- Kasliwal, Mansi M
- et al.
Published Web Locationhttps://doi.org/10.1088/1538-3873/128/969/114502
© 2016. The Astronomical Society of the Pacific. All rights reserved. A fast-turnaround pipeline for realtime data reduction plays an essential role in discovering and permitting followup observations to young supernovae and fast-evolving transients in modern time-domain surveys. In this paper, we present the realtime image subtraction pipeline in the intermediate Palomar Transient Factory. By using highperformance computing, efficient databases, and machine-learning algorithms, this pipeline manages to reliably deliver transient candidates within 10 minutes of images being taken. Our experience in using high-performance computing resources to process big data in astronomy serves as a trailblazer to dealing with data from large-scale time-domain facilities in the near future.