Shrestha, Shashank and Poudel, Manoj and Wu, Yilang and Chu, Wanming and Bhalla, Subhash and Kupfer, Thomas and Kulkarni, Shrinivas (2019) PDSPTF: Polystore Database System for Scalability and Access to PTF Time-Domain Astronomy Data Archives. In: Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB 2018 Workshops, Poly and DMAH, Rio de Janeiro, Brazil, August 31, 2018, Revised Selected Papers. Lecture Notes in Computer Science. No.11470. Springer , Cham, Switzerland, pp. 78-92. ISBN 9783030141769. https://resolver.caltech.edu/CaltechAUTHORS:20190321-152633467
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Abstract
Recent developments in time-domain astronomy use a large amount of data for gaining domain-specific information. The ever increasing data size and different data models require the development of new ideas to manage such data. The data type varies from the images of astronomical bodies, unstructured texts and structured (relations and key-values). There are many astronomical data repositories that manage such kind of data. Palomar Transient Factory (PTF) is one such data repository which has large amount of data with different varieties. Managing such variety of data in a single database can have many performance, growth and scalability issues. In this paper, we propose a prototype system for demonstrating the advantages of using Polystore Database System with a scientific workflow based query system.
| Item Type: | Book Section | |||||||||
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| Additional Information: | © Springer Nature Switzerland AG 2019. | |||||||||
| Group: | Palomar Transient Factory, Astronomy Department | |||||||||
| Subject Keywords: | Query management - Polystore databases - Astronomical data - Workflow management - Federation of information | |||||||||
| Series Name: | Lecture Notes in Computer Science | |||||||||
| Issue or Number: | 11470 | |||||||||
| DOI: | 10.1007/978-3-030-14177-6_7 | |||||||||
| Record Number: | CaltechAUTHORS:20190321-152633467 | |||||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20190321-152633467 | |||||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | |||||||||
| ID Code: | 94032 | |||||||||
| Collection: | CaltechAUTHORS | |||||||||
| Deposited By: | George Porter | |||||||||
| Deposited On: | 21 Mar 2019 22:53 | |||||||||
| Last Modified: | 16 Nov 2021 17:02 |
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