000614555 001__ 614555 000614555 005__ 20250723172412.0 000614555 0247_ $$2doi$$a10.3389/fphy.2024.1331329 000614555 0247_ $$2datacite_doi$$a10.3204/PUBDB-2024-05901 000614555 0247_ $$2altmetric$$aaltmetric:160140115 000614555 0247_ $$2WOS$$aWOS:001180665800001 000614555 0247_ $$2openalex$$aopenalex:W4392193897 000614555 037__ $$aPUBDB-2024-05901 000614555 041__ $$aEnglish 000614555 082__ $$a530 000614555 1001_ $$0P:(DE-H253)PIP1082551$$aSobolev, Egor$$b0$$eCorresponding author 000614555 245__ $$aData reduction activities at European XFEL: early results 000614555 260__ $$aLausanne$$bFrontiers Media$$c2024 000614555 3367_ $$2DRIVER$$aarticle 000614555 3367_ $$2DataCite$$aOutput Types/Journal article 000614555 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1726230230_4157899 000614555 3367_ $$2BibTeX$$aARTICLE 000614555 3367_ $$2ORCID$$aJOURNAL_ARTICLE 000614555 3367_ $$00$$2EndNote$$aJournal Article 000614555 520__ $$aThe European XFEL is a megahertz repetition-rate facility producing extremely bright and coherent pulses of a few tens of femtoseconds duration. The amount of data generated in the context of user experiments can exceed hundreds of gigabits per second, resulting in tens of petabytes stored every year. These rates and volumes pose significant challenges both for facilities and users thereof. In fact, if unaddressed, extraction and interpretation of scientific content will be hindered, and investment and operational costs will quickly become unsustainable. In this article, we outline challenges and solutions in data reduction. 000614555 536__ $$0G:(DE-HGF)POF4-6G13$$a6G13 - Accelerator of European XFEL (POF4-6G13)$$cPOF4-6G13$$fPOF IV$$x0 000614555 542__ $$2Crossref$$i2024-02-27$$uhttps://creativecommons.org/licenses/by/4.0/ 000614555 588__ $$aDataset connected to CrossRef, Journals: bib-pubdb1.desy.de 000614555 693__ $$0EXP:(DE-H253)XFEL-Exp-20150101$$1EXP:(DE-H253)XFEL-20150101$$5EXP:(DE-H253)XFEL-Exp-20150101$$aXFEL$$eExperiments at XFEL$$x0 000614555 7001_ $$aSchmidt, Philipp$$b1 000614555 7001_ $$aMalka, Janusz$$b2 000614555 7001_ $$aHammer, David$$b3 000614555 7001_ $$aBoukhelef, Djelloul$$b4 000614555 7001_ $$aMöller, Johannes$$b5 000614555 7001_ $$aAhmed, Karim$$b6 000614555 7001_ $$aBean, Richard$$b7 000614555 7001_ $$aBermúdez Macías, Ivette Jazmín$$b8 000614555 7001_ $$aBielecki, Johan$$b9 000614555 7001_ $$aBösenberg, Ulrike$$b10 000614555 7001_ $$aCarinan, Cammille$$b11 000614555 7001_ $$aDall’Antonia, Fabio$$b12 000614555 7001_ $$aEsenov, Sergey$$b13 000614555 7001_ $$aFangohr, Hans$$b14 000614555 7001_ $$aFerreira de Lima, Danilo Enoque$$b15 000614555 7001_ $$aFerreira Maia, Luís Gonçalo$$b16 000614555 7001_ $$aFiroozi, Hadi$$b17 000614555 7001_ $$aFlucke, Gero$$b18 000614555 7001_ $$aGessler, Patrick$$b19 000614555 7001_ $$aGiovanetti, Gabriele$$b20 000614555 7001_ $$aKoliyadu, Jayanath$$b21 000614555 7001_ $$aMadsen, Anders$$b22 000614555 7001_ $$aMichelat, Thomas$$b23 000614555 7001_ $$aSchuh, Michael$$b24 000614555 7001_ $$aSikorski, Marcin$$b25 000614555 7001_ $$aSilenzi, Alessandro$$b26 000614555 7001_ $$aSztuk-Dambietz, Jolanta$$b27 000614555 7001_ $$aTurcato, Monica$$b28 000614555 7001_ $$aTurkot, Oleksii$$b29 000614555 7001_ $$aWrigley, James$$b30 000614555 7001_ $$aAplin, Steve$$b31 000614555 7001_ $$aHauf, Steffen$$b32 000614555 7001_ $$aWrona, Krzysztof$$b33 000614555 7001_ $$aGelisio, Luca$$b34 000614555 77318 $$2Crossref$$3journal-article$$a10.3389/fphy.2024.1331329$$bFrontiers Media SA$$d2024-02-27$$tFrontiers in Physics$$v12$$x2296-424X$$y2024 000614555 773__ $$0PERI:(DE-600)2721033-9$$a10.3389/fphy.2024.1331329$$gVol. 12, p. 1331329$$p1331329$$tFrontiers in physics$$v12$$x2296-424X$$y2024 000614555 8564_ $$uhttps://bib-pubdb1.desy.de/record/614555/files/fphy-12-1331329.pdf$$yOpenAccess 000614555 8564_ $$uhttps://bib-pubdb1.desy.de/record/614555/files/fphy-12-1331329.pdf?subformat=pdfa$$xpdfa$$yOpenAccess 000614555 8767_ $$82023-1047800-4$$92024-02-06$$d2024-09-11$$eAPC$$jZahlung erfolgt$$zwurde von XFEL angewiesen 000614555 8767_ $$82023-1047800-4$$92024-02-06$$d2024-09-11$$eAPC$$jStorniert$$zDFG OAPK (Projekt) 000614555 8767_ $$82023-1047800-4$$92024-02-06$$d2024-09-11$$eAPC$$jZahlung erfolgt$$zDFG OAPK (Projekt) 000614555 909CO $$ooai:bib-pubdb1.desy.de:614555$$pdnbdelivery$$popenCost$$pVDB$$pdriver$$pOpenAPC$$popen_access$$popenaire 000614555 9101_ $$0I:(DE-588b)235011-7$$6P:(DE-H253)PIP1082551$$aEuropean Molecular Biology Laboratory$$b0$$kEMBL 000614555 9101_ $$0I:(DE-588)1043621512$$6P:(DE-H253)PIP1082551$$aEuropean XFEL$$b0$$kXFEL.EU 000614555 9131_ $$0G:(DE-HGF)POF4-6G13$$1G:(DE-HGF)POF4-6G0$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lGroßgeräte: Materie$$vAccelerator of European XFEL$$x0 000614555 9141_ $$y2024 000614555 915pc $$0PC:(DE-HGF)0000$$2APC$$aAPC keys set 000614555 915pc $$0PC:(DE-HGF)0001$$2APC$$aLocal Funding 000614555 915pc $$0PC:(DE-HGF)0002$$2APC$$aDFG OA Publikationskosten 000614555 915pc $$0PC:(DE-HGF)0003$$2APC$$aDOAJ Journal 000614555 915__ $$0StatID:(DE-HGF)0160$$2StatID$$aDBCoverage$$bEssential Science Indicators$$d2023-08-23 000614555 915__ $$0LIC:(DE-HGF)CCBY4$$2HGFVOC$$aCreative Commons Attribution CC BY 4.0 000614555 915__ $$0StatID:(DE-HGF)0113$$2StatID$$aWoS$$bScience Citation Index Expanded$$d2023-08-23 000614555 915__ $$0StatID:(DE-HGF)0700$$2StatID$$aFees$$d2023-08-23 000614555 915__ $$0StatID:(DE-HGF)0510$$2StatID$$aOpenAccess 000614555 915__ $$0StatID:(DE-HGF)0561$$2StatID$$aArticle Processing Charges$$d2023-08-23 000614555 915__ $$0StatID:(DE-HGF)0100$$2StatID$$aJCR$$bFRONT PHYS-LAUSANNE : 2022$$d2024-12-14 000614555 915__ $$0StatID:(DE-HGF)0200$$2StatID$$aDBCoverage$$bSCOPUS$$d2024-12-14 000614555 915__ $$0StatID:(DE-HGF)0300$$2StatID$$aDBCoverage$$bMedline$$d2024-12-14 000614555 915__ $$0StatID:(DE-HGF)0501$$2StatID$$aDBCoverage$$bDOAJ Seal$$d2024-01-12T09:06:32Z 000614555 915__ $$0StatID:(DE-HGF)0500$$2StatID$$aDBCoverage$$bDOAJ$$d2024-01-12T09:06:32Z 000614555 915__ $$0StatID:(DE-HGF)0030$$2StatID$$aPeer Review$$bDOAJ : Anonymous peer review$$d2024-01-12T09:06:32Z 000614555 915__ $$0StatID:(DE-HGF)0199$$2StatID$$aDBCoverage$$bClarivate Analytics Master Journal List$$d2024-12-14 000614555 915__ $$0StatID:(DE-HGF)1150$$2StatID$$aDBCoverage$$bCurrent Contents - 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