{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T15:48:39Z","timestamp":1744127319035,"version":"3.38.0"},"reference-count":22,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cloud Comput."],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/tcc.2025.3535793","type":"journal-article","created":{"date-parts":[[2025,2,3]],"date-time":"2025-02-03T18:28:57Z","timestamp":1738607337000},"page":"429-440","source":"Crossref","is-referenced-by-count":1,"title":["Developments on the \u201cMachine Learning as a Service for High Energy Physics\u201d Framework and Related Cloud Native Solution"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3539-4313","authenticated-orcid":false,"given":"Luca","family":"Giommi","sequence":"first","affiliation":[{"name":"National Institute for Nuclear Physics, Bologna, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2991-6384","authenticated-orcid":false,"given":"Daniele","family":"Spiga","sequence":"additional","affiliation":[{"name":"National Institute for Nuclear Physics, Perugia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2959-6154","authenticated-orcid":false,"given":"Mattia","family":"Paladino","sequence":"additional","affiliation":[{"name":"E4, Reggio Emilia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0667-069X","authenticated-orcid":false,"given":"Valentin","family":"Kuznetsov","sequence":"additional","affiliation":[{"name":"Cornell University, Ithaca, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0835-9574","authenticated-orcid":false,"given":"Daniele","family":"Bonacorsi","sequence":"additional","affiliation":[{"name":"University of Bologna, Bologna, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s41781-021-00061-3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s41781-018-0018-8"},{"article-title":"LWTNN\/LWTNN: Version 2.7.1","year":"2018","author":"Guest","key":"ref7"},{"issue":"23","key":"ref8","doi-asserted-by":"crossref","DOI":"10.3390\/app132312577","article-title":"Comparison of cloud-computing providers for deployment of object-detection deep learning models","volume":"13","author":"Rajendran","year":"2023","journal-title":"Appl. Sci."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s41781-020-00040-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/ab9023"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1051\/epjconf\/202125102067"},{"article-title":"Machine learning as a service for high energy physics (MLaaS4HEP): A service for ML-based data analyses","year":"2023","author":"Giommi","key":"ref16"},{"article-title":"Prototype of machine learning \u201cas a service\u201d for CMS physics in signal versus background discrimination","year":"2018","author":"Giommi","key":"ref17"},{"key":"ref18","article-title":"Prototype of machine learning \u201cas a service\u201d for CMS physics in signal versus background discrimination","volume":"LHCP2018","author":"Giommi","year":"2018","journal-title":"PoS"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.22323\/1.378.0019"},{"article-title":"INDIGO-Datacloud: Foundations and architectural description of a platform as a service oriented to scientific computing","year":"2016","author":"Salomoni","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-018-9453-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.22323\/1.415.0012"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.22323\/1.414.0968"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1051\/epjconf\/202429507040"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1525\/1\/012038"},{"article-title":"Search for ttH(bb) events at 13 TeV in the fully hadronic final state targeting large-radius jets and a resolved decay of the higgs boson with the CMS experiment","year":"2021","author":"Iemmi","key":"ref29"},{"key":"ref30","article-title":"Search for $\\mathrm{t}\\overline{\\mathrm{t}}\\mathrm{H}$tt\u00afH production in the $\\mathrm{H}\\to \\mathrm{b}\\overline{\\mathrm{b}}$H\u2192bb\u00af decay channel with leptonic $\\mathrm{t}\\overline{\\mathrm{t}}$tt\u00af decays in proton-proton collisions at $\\sqrt{s}=13 $s=13 TeV","volume":"3","author":"Chatrchyan","year":"2019","journal-title":"JHEP"},{"article-title":"Synthetic flat ntuples in the root data format","year":"2023","author":"Giommi","key":"ref38"},{"key":"ref39","first-page":"19","article-title":"The Higgs boson machine learning challenge","volume-title":"Proc. NIPS 2014 Workshop High-Energy Phys. Mach. Learn.","author":"Adam-Bourdarios"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.22323\/1.458.0026"}],"container-title":["IEEE Transactions on Cloud Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6245519\/10917041\/10869642.pdf?arnumber=10869642","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,8]],"date-time":"2025-03-08T08:03:57Z","timestamp":1741421037000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10869642\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":22,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tcc.2025.3535793","relation":{},"ISSN":["2168-7161","2372-0018"],"issn-type":[{"type":"electronic","value":"2168-7161"},{"type":"electronic","value":"2372-0018"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}