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The IceProd framework: Distributed data processing for the IceCube neutrino observatoryopen access

Authors
Aartsen, M.G.Abbasi, R.Ackermann, M.Adams, J.Aguilar, J.A.Ahlers, M.Altmann, D.Arguelles, C.Auffenberg, J.Bai, X.Baker, M.Barwick, S.W.Baum, V.Bay, R.Beatty, J.J.Becker, Tjus J.Becker, K.-H.Benzvi, S.Berghaus, P.Berley, D.Bernardini, E.Bernhard, A.Besson, D.Z.Binder, G.Bindig, D.Bissok, M.Blaufuss, E.Blumenthal, J.Boersma, D.J.Bohm, C.Bose, D.Böser, S.Botner, O.Brayeur, L.Bretz, H.-P.Brown, A.M.Bruijn, R.Casey, J.Casier, M.Chirkin, D.Christov, A.Christy, B.Clark, K.Classen, L.Clevermann, F.Coenders, S.Cohen, S.Cowen, D.F.Cruz, Silva A.H.Danninger, M.Daughhetee, J.Davis, J.C.Day, M.De, Clercq C.De, Ridder S.Desiati, P.De, Vries K.D.De, With M.Deyoung, T.Díaz-Vélez, J.C.Dunkman, M.Eagan, R.Eberhardt, B.Eichmann, B.Eisch, J.Euler, S.Evenson, P.A.Fadiran, O.Fazely, A.R.Fedynitch, A.Feintzeig, J.Feusels, T.Filimonov, K.Finley, C.Fischer-Wasels, T.Flis, S.Franckowiak, A.Frantzen, K.Fuchs, T.Gaisser, T.K.Gallagher, J.Gerhardt, L.Gladstone, L.Glüsenkamp, T.Goldschmidt, A.Golup, G.Gonzalez, J.G.Goodman, J.A.Góra, D.Grandmont, D.T.Grant, D.Gretskov, P.Groh, J.C.Groß, A.Ha, C.Haj, Ismail A.Hallen, P.Hallgren, A.Halzen, F.Hanson, K.Hebecker, D.Heereman, D.Heinen, D.Helbing, K.Hellauer, R.Hickford, S.Hill, G.C.Hoffman, K.D.Hoffmann, R.Homeier, A.Hoshina, K.Huang, F.Huelsnitz, W.Hulth, P.O.Hultqvist, K.Hussain, S.Ishihara, A.Jacobi, E.Jacobsen, J.Jagielski, K.Japaridze, G.S.Jero, K.Jlelati, O.Kaminsky, B.Kappes, A.Karg, T.Karle, A.Kauer, M.Kelley, J.L.Kiryluk, J.Kläs, J.Klein, S.R.Köhne, J.-H.Kohnen, G.Kolanoski, H.Köpke, L.Kopper, C.Kopper, S.Koskinen, D.J.Kowalski, M.Krasberg, M.Kriesten, A.Krings, K.Kroll, G.Kunnen, J.Kurahashi, N.Kuwabara, T.Labare, M.Landsman, H.Larson, M.J.Lesiak-Bzdak, M.Leuermann, M.Leute, J.Lünemann, J.Macías, O.Madsen, J.Maggi, G.Maruyama, R.Mase, K.Matis, H.S.McNally, F.Meagher, K.Merck, M.Merino, G.Meures, T.Miarecki, S.Middell, E.Milke, N.Miller, J.Mohrmann, L.Montaruli, T.Morse, R.Nahnhauer, R.Naumann, U.Niederhausen, H.Nowicki, S.C.Nygren, D.R.Obertacke, A.Odrowski, S.Olivas, A.Omairat, A.O'Murchadha, A.Paul, L.Pepper, J.A.Pérez, De Los Heros C.Pfendner, C.Pieloth, D.Pinat, E.Posselt, J.Price, P.B.Przybylski, G.T.Quinnan, M.Rädel, L.Rae, I.Rameez, M.Rawlins, K.Redl, P.Reimann, R.Resconi, E.Rhode, W.Ribordy, M.Richman, M.Riedel, B.Rodrigues, J.P.Rott, C.Ruhe, T.Ruzybayev, B.Ryckbosch, D.Saba, S.M.Sander, H.-G.Santander, M.Sarkar, S.Schatto, K.Scheriau, F.Schmidt, T.Schmitz, M.Schoenen, S.Schöneberg, S.Schönwald, A.Schukraft, A.Schulte, L.Schultz, D.Schulz, O.Seckel, D.Sestayo, Y.Seunarine, S.Shanidze, R.Sheremata, C.Smith, M.W.E.Soldin, D.Spiczak, G.M.Spiering, C.Stamatikos, M.Stanev, T.Stanisha, N.A.Stasik, A.Stezelberger, T.Stokstad, R.G.Stößl, A.Strahler, E.A.Ström, R.Strotjohann, N.L.Sullivan, G.W.Taavola, H.Taboada, I.Tamburro, A.Tepe, A.Ter-Antonyan, S.Tešić, G.Tilav, S.Toale, P.A.Tobin, M.N.Toscano, S.Tselengidou, M.Unger, E.Usner, M.Vallecorsa, S.Van, Eijndhoven N.Van, Overloop A.Van, Santen J.Vehring, M.Voge, M.Vraeghe, M.Walck, C.Waldenmaier, T.Wallraff, M.Weaver, C.Wellons, M.Wendt, C.Westerhoff, S.Whitehorn, N.Wiebe, K.Wiebusch, C.H.Williams, D.R.Wissing, H.Wolf, M.Wood, T.R.Woschnagg, K.Xu, D.L.Xu, X.W.Yanez, J.P.Yodh, G.Yoshida, S.Zarzhitsky, P.Ziemann, J.Zierke, S.Zoll, M.
Issue Date
Jan-2015
Publisher
Academic Press Inc.
Keywords
Data management; Distributed computing; Grid computing; Monitoring
Citation
Journal of Parallel and Distributed Computing, v.75, pp 198 - 211
Pages
14
Journal Title
Journal of Parallel and Distributed Computing
Volume
75
Start Page
198
End Page
211
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/64637
DOI
10.1016/j.jpdc.2014.08.001
ISSN
0743-7315
1096-0848
Abstract
IceCube is a one-gigaton instrument located at the geographic South Pole, designed to detect cosmic neutrinos, identify the particle nature of dark matter, and study high-energy neutrinos themselves. Simulation of the IceCube detector and processing of data require a significant amount of computational resources. This paper presents the first detailed description of IceProd, a lightweight distributed management system designed to meet these requirements. It is driven by a central database in order to manage mass production of simulations and analysis of data produced by the IceCube detector. IceProd runs as a separate layer on top of other middleware and can take advantage of a variety of computing resources, including grids and batch systems such as CREAM, HTCondor, and PBS. This is accomplished by a set of dedicated daemons that process job submission in a coordinated fashion through the use of middleware plugins that serve to abstract the details of job submission and job management from the framework. © 2014 Elsevier Inc. All rights reserved.
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