Extreme data lineage in ad-hoc astronomical data processing
PhD ceremony: Mr. J. Mwebaze, 16.15 uur, Academiegebouw, Broerstraat 5, Groningen
Dissertation: Extreme data lineage in ad-hoc astronomical data processing
Promotor(s): prof. E.A. Valentijn
Faculty: Mathematics and Natural Sciences
This research addresses the problems encountered in tracing and using lineage of data, pixels and code with ad hoc astronomical data processing. We describe a data model for ad hoc-based data processing and provide methods for tracing, querying and viewing its lineage. We show that data, pixel and code lineage can be used to facilitate efficient processing through incremental re-computation, as well as semi-automatic modification of processing steps, and sub-image processing.
We describe an implementation of these techniques in an all-in-one system, Astro-WISE, that allows a scientist to archive raw data, calibrate data, perform post-calibration scientific analysis and archive all results in one environment. Astro-WISE combines the use of data, pixel and code lineage to support multiple surveys with a novel way to process wide-field astronomical data in a distributed environment.
We present an example to demonstrate Astro-WISE's efficiency in searching for rare astronomical objects: we discover several of the most distant quasars in the Universe.
Last modified: | 13 March 2020 01.01 a.m. |
More news
-
29 April 2024
Tactile sensors
Every two weeks, UG Makers puts the spotlight on a researcher who has created something tangible, ranging from homemade measuring equipment for academic research to small or larger products that can change our daily lives. That is how UG...
-
29 April 2024
Behind the scenes: how UG and Hanze UAS students are jointly developing a Mars rover
This year the students of the Makercie team are participating in the physical edition of the European Rover Challenge in Poland. Read more about the team and the collaboration between the RUG and Hanze UAS here.
-
23 April 2024
Nine MSCA Doctoral Network grants for FSE researchers
Nine researchers of the Faculty of Science and Engineering have received a Horizon Europe Marie Sklodowska Curie Doctoral Network grant.