A multi-tiered data structure, analysis toolkit and data processing management system has been constructed using ROOT and CouchDB. This system is well suited for experiments that acquire many computer files of raw data over the course of months or years, that are distributed to different computing centers and further reduced in size by several steps of data processing. Data handling for experiments searching for rare events extracted from digitized pulse traces typically fit this description. An implementation of this system has been constructed for the EDELWEISS-III experiment and is described here in some detail. This solution may also serve as a prototype system for the proposed EURECA experiment. © 2012 Elsevier B.V. All rights reserved.

Cox, G., Armengaud, E., Augier, C., Benoit, A., Berge, L., Bergmann, T., et al. (2012). A multi-tiered data structure and process management system based on ROOT and CouchDB. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT, 684, 63-72 [10.1016/j.nima.2012.04.049].

A multi-tiered data structure and process management system based on ROOT and CouchDB

NONES, CLAUDIA;PATTAVINA, LUCA MARIA;
2012

Abstract

A multi-tiered data structure, analysis toolkit and data processing management system has been constructed using ROOT and CouchDB. This system is well suited for experiments that acquire many computer files of raw data over the course of months or years, that are distributed to different computing centers and further reduced in size by several steps of data processing. Data handling for experiments searching for rare events extracted from digitized pulse traces typically fit this description. An implementation of this system has been constructed for the EDELWEISS-III experiment and is described here in some detail. This solution may also serve as a prototype system for the proposed EURECA experiment. © 2012 Elsevier B.V. All rights reserved.
Articolo in rivista - Articolo scientifico
Dark matter, data processing
English
2012
684
63
72
none
Cox, G., Armengaud, E., Augier, C., Benoit, A., Berge, L., Bergmann, T., et al. (2012). A multi-tiered data structure and process management system based on ROOT and CouchDB. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT, 684, 63-72 [10.1016/j.nima.2012.04.049].
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/37589
Citazioni
  • Scopus 12
  • ???jsp.display-item.citation.isi??? 8
Social impact