The NOAO data lab: science-driven development

Michael J. Fitzpatrick, Matthew J. Graham, Kenneth J. Mighell, Knut Olsen, Patrick Norris, Stephen T. Ridgway, Elizabeth B. Stobie, Adam S. Bolton, Abhijit Saha, Lijuan W. Huang, Gianluca Chiozzi, Juan C. Guzman
2016 Software and Cyberinfrastructure for Astronomy IV  
The NOAO Data Lab aims to provide infrastructure to maximize community use of the high-value survey datasets now being collected with NOAO telescopes and instruments. As a science exploration framework, the Data Lab allow users to access and search databases containing large (i.e. terabyte-scale) catalogs, visualize, analyze, and store the results of these searches, combine search results with data from other archives or facilities, and share these results with collaborators using a shared
more » ... pace and/or data publication service. In the process of implementing the needed tools and services, specific science cases are used to guide development of the system framework and tools. The result is a Year-1 capability demonstration that (fully or partially) implements each of the major architecture components in the context of a real-world science use-case. In this paper, we discuss how this model of science-driven development helped us to build a fully functional system capable of executing the chosen science case, and how we plan to scale this system to support general use in the next phase of the project. Downloaded From: http://proceedings.spiedigitallibrary.org/ on 12/21/2016 Terms of Use: http://spiedigitallibrary.org/ss/termsofuse.aspx * http://www.darkenergysurvey.org/ † http://legacysurvey.org/decamls/ Proc. of SPIE Vol. 9913 99130L-2 Downloaded From: http://proceedings.spiedigitallibrary.org/ on 12/21/2016 Terms of Use: http://spiedigitallibrary.org/ss/termsofuse.aspx Proc. of SPIE Vol. 9913 99130L-3 Downloaded From: http://proceedings.spiedigitallibrary.org/ on 12/21/2016 Terms of Use: http://spiedigitallibrary.org/ss/termsofuse.aspx Proc. of SPIE Vol. 9913 99130L-6 Downloaded From: http://proceedings.spiedigitallibrary.org/ on 12/21/2016 Terms of Use: http://spiedigitallibrary.org/ss/termsofuse.aspx Proc. of SPIE Vol. 9913 99130L-8 Downloaded From: http://proceedings.spiedigitallibrary.org/ on 12/21/2016 Terms of Use: http://spiedigitallibrary.org/ss/termsofuse.aspx
doi:10.1117/12.2233791 fatcat:uey475xa5zfcplxwiyqjhebn2a