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Applications of Virtual Data in the LIGO Experiment

Deelman, Ewa and Kesselman, Carl and Williams, Roy and Blackburn, Kent and Lazzarini, Albert and Koranda, Scott (2002) Applications of Virtual Data in the LIGO Experiment. In: Parallel Processing and Applied Mathematics. Lecture Notes in Computer Science. No.2328. Springer , Berlin, Heidelberg, pp. 23-34. ISBN 978-3-540-43792-5. https://resolver.caltech.edu/CaltechAUTHORS:20191008-100648716

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Abstract

Many Physics experiments today generate large volumes of data. That data is then processed in many ways in order to achieve the understanding of fundamental physical phenomena. Virtual Data is a concept that unifies the view of the data whether it is raw or derived. It provides a new degree of transparency in how data-handling and processing capabilities are integrated to deliver data products to end-users or applications, so that requests for such products are easily mapped into computation and/or data access at multiple locations. GriPhyN (Grid Physics Network) is a NSF-funded project, which aims to realize the concepts of Virtual Data. Among the physics applications participating in the project is the Laser Interferometer Gravitational-wave Observatory (LIGO), which is being built to observe the gravitational waves predicted by general relativity. LIGO will produce large amounts of data, which are expected to reach hundreds of petabytes over the next decade. Large communities of scientists, distributed around the world, need to access parts of these datasets and perform efficient analysis on them. It is expected that the raw and processed data will be distributed among various national centers, university computing centers, and individual workstations. In this paper we describe some of the challenges associated with building Virtual Data Grids for experiments such as LIGO.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.1007/3-540-48086-2_3DOIArticle
https://rdcu.be/b3YrwPublisherFree ReadCube access
ORCID:
AuthorORCID
Williams, Roy0000-0002-9145-8580
Blackburn, Kent0000-0002-3838-2986
Additional Information:© 2002 Springer-Verlag Berlin Heidelberg. This work was supported by NSF under contract ITR-0086044, ”GriPhyN:Grid Physics Network,” (www.griphyn.org). Scott Koranda’s work was also supported by the National Center for Supercomputing Applications at the University of Illinois at Urbana-Champaign. We wish to thank all the members of the GriPhyN project for their valuable contributions.
Group:LIGO
Funders:
Funding AgencyGrant Number
NSFITR-0086044
University of Illinois Urbana-ChampaignUNSPECIFIED
Subject Keywords:Gravitational Wave; Directed Acyclic Graph; Compact Muon Solenoid; Data Grid; Grid Environment
Series Name:Lecture Notes in Computer Science
Issue or Number:2328
Record Number:CaltechAUTHORS:20191008-100648716
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20191008-100648716
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:99144
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:08 Oct 2019 18:04
Last Modified:05 May 2020 23:59

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