Data Analysis Support in Karabo at European XFEL

Fangohr, Hans; Aplin, Steve; Barty, Anton; Beg, Marijan; Bondar, Valerii; Boukhelef, Djelloul; Brockhauser, Sandor; Danilevski, Cyril; Ehsan, Wajid; Esenov, Sergey; Flucke, Gero; Giovanetti, Gabriele; Goeries, Dennis; Hauf, Steffen; Heisen, Burkhard; Hickin, David; Khakhulin, Dmitry; Klimovskaia, Anna; Kluyver, Thomas; Kuhn, Manuela; Kuster, Markus; Lang, Philipp-Michael; Maia, Luis; Mariani, Valerio; Mekinda, Leonce; Michelat, Thomas; Parenti, Andrea; Previtali, Gianpietro; Santos, Hugo; Silenzi, Alessandro; Sztuk-Dambietz, Jolanta; Szuba, Janusz; Teichmann, Martin; Weger, Kerstin; Wiggins, John; Wrona, Krzysztof; Xu, Chen

doi:10.18429/JACoW-ICALEPCS2017-TUCPA01

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RIS citation export for TUCPA01: Data Analysis Support in Karabo at European XFEL

TY - CONF
AU - Fangohr, H.
AU - Aplin, S.
AU - Barty, A.
AU - Beg, M.
AU - Bondar, V.
AU - Boukhelef, D.
AU - Brockhauser, S.
AU - Danilevski, C.
AU - Ehsan, W.
AU - Esenov, S.G.
AU - Flucke, G.
AU - Giovanetti, G.
AU - Goeries, D.
AU - Hauf, S.
AU - Heisen, B.C.
AU - Hickin, D.G.
AU - Khakhulin, D.
AU - Klimovskaia, A.
AU - Kluyver, T.
AU - Kuhn, M.
AU - Kuster, M.
AU - Lang, P.M.
AU - Maia, L.G.
AU - Mariani, V.
AU - Mekinda, L.
AU - Michelat, T.
AU - Parenti, A.
AU - Previtali, G.
AU - Santos, H.
AU - Silenzi, A.
AU - Sztuk-Dambietz, J.
AU - Szuba, J.
AU - Teichmann, M.
AU - Weger, K.
AU - Wiggins, J.
AU - Wrona, K.
AU - Xu, C.
ED - Schaa, Volker RW
ED - Costa, Isidre
ED - FernÃ¡ndez, David
ED - Matilla, Ãscar
TI - Data Analysis Support in Karabo at European XFEL
J2 - Proc. of ICALEPCS2017, Barcelona, Spain, 8-13 October 2017
C1 - Barcelona, Spain
T2 - International Conference on Accelerator and Large Experimental Control Systems
T3 - 16
LA - english
AB - We describe the data analysis structure that is integrated into the Karabo framework [1] to support scientific experiments and data analysis at European XFEL GmbH. The photon science experiments have a range of data analysis requirements, including online (i.e. near real-time during the actual measurement) and offline data analysis. The Karabo data analysis framework supports execution of automatic data analysis for routine tasks, supports complex experiment protocols including data analysis feedback integration to instrument control, and supports integration of external applications. The online data analysis is carried out using distributed and accelerator hardware (such as GPUs) where required to balance load and achieve near real-time data analysis throughput. Analysis routines provided by Karabo are implemented in C++ and Python, and make use of established scientific libraries. The XFEL control and analysis software team collaborates with users to integrate experiment specific analysis codes, protocols and requirements into this framework, and to make it available for the experiments and subsequent offline data analysis.
PB - JACoW
CP - Geneva, Switzerland
SP - 245
EP - 252
KW - ion
KW - data-analysis
KW - experiment
KW - FEL
KW - controls
DA - 2018/01
PY - 2018
SN - 978-3-95450-193-9
DO - 10.18429/JACoW-ICALEPCS2017-TUCPA01
UR - http://jacow.org/icalepcs2017/papers/tucpa01.pdf
ER -