{"id":"W7079211202","doi":"","title":"Total Cost of Ownership and Evaluation of Google Cloud Resources for the ATLAS Experiment at the LHC","year":2024,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Knut och Alice Wallenbergs Stiftelse; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Israel Science Foundation; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Fisica Nucleare; Grantová Agentura České Republiky; Austrian Science Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Cloud computing; Large Hadron Collider; Atlas (anatomy); Total cost of ownership; ATLAS experiment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003953415,0.0009089694,0.0008746443,0.002103201,0.001635695,0.00362807,0.001727839,0.0008677023,0.01314846],"category_scores_gemma":[0.01581455,0.0004876016,0.001014169,0.003578219,0.001323407,0.003725993,0.001325167,0.0007018229,0.001813322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007086403,"about_ca_system_score_gemma":0.004929536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0857259,"about_ca_topic_score_gemma":0.05057945,"domain_scores_codex":[0.994956,0.001019207,0.0001925032,0.0005773355,0.002251434,0.001003552],"domain_scores_gemma":[0.9863564,0.00583767,0.0006117724,0.002207408,0.003371547,0.001615199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02193473,0.001302253,0.08735011,0.001856815,0.000896925,0.001726078,0.0009795681,0.3001944,0.03813048,0.03709375,0.1282732,0.3802617],"study_design_scores_gemma":[0.001561354,0.002199028,0.1853347,0.000318224,0.001410393,0.001750894,0.004129528,0.6849108,0.04555074,0.01259604,0.05967508,0.0005631776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226686,0.001875811,0.005325214,0.001470321,0.0003047902,0.0003969826,0.01360883,0.004259215,0.05009021],"genre_scores_gemma":[0.9864096,0.0002973187,0.00337547,0.00007697638,0.00001893464,0.00006052026,0.005490099,0.0004338954,0.003837163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0857259,"threshold_uncertainty_score":0.1704538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053676864832379,"score_gpt":0.2431394714230905,"score_spread":0.2126027027747667,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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