{"id":"https://openalex.org/W4390394390","doi":"https://doi.org/10.1109/cloudtech58737.2023.10366111","title":"Architecture to Distribute Deep Learning Models on Containers and Virtual Machines for Industry 4.0*","display_name":"Architecture to Distribute Deep Learning Models on Containers and Virtual Machines for Industry 4.0*","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4390394390","doi":"https://doi.org/10.1109/cloudtech58737.2023.10366111"},"language":"en","primary_location":{"id":"doi:10.1109/cloudtech58737.2023.10366111","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cloudtech58737.2023.10366111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011887043","display_name":"Jean\u2010S\u00e9bastien Lerat","orcid":"https://orcid.org/0000-0003-4468-0899"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]},{"id":"https://openalex.org/I4210087967","display_name":"Haute \u00c9cole en Hainaut","ror":"https://ror.org/007cpvh39","country_code":"BE","type":"education","lineage":["https://openalex.org/I4210087967"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean-S\u00e9bastien Lerat","raw_affiliation_strings":["Haute &#x00E9;cole en Hainaut,Science and Technology Department,Mons,Belgium","Computer Science and Management Department, University of Mons, Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Haute &#x00E9;cole en Hainaut,Science and Technology Department,Mons,Belgium","institution_ids":["https://openalex.org/I4210087967"]},{"raw_affiliation_string":"Computer Science and Management Department, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026980527","display_name":"Sidi Ahmed Mahmoudi","orcid":"https://orcid.org/0000-0002-1530-9524"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sidi Ahmed Mahmoudi","raw_affiliation_strings":["University of Mons,Computer Science and Management Department,Mons,Belgium","Computer Science and Management Department, University of Mons, Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mons,Computer Science and Management Department,Mons,Belgium","institution_ids":["https://openalex.org/I130929987"]},{"raw_affiliation_string":"Computer Science and Management Department, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2161634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"01","last_page":"08"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8338722586631775},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.801682710647583},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7540649175643921},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6583213806152344},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6186875104904175},{"id":"https://openalex.org/keywords/containerization","display_name":"Containerization","score":0.606188178062439},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5604473948478699},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.530242919921875},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.510765790939331},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5086873173713684},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47410303354263306},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2704777717590332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2257656455039978},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16367298364639282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8338722586631775},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.801682710647583},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7540649175643921},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6583213806152344},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6186875104904175},{"id":"https://openalex.org/C2779821363","wikidata":"https://www.wikidata.org/wiki/Q428072","display_name":"Containerization","level":3,"score":0.606188178062439},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5604473948478699},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.530242919921875},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.510765790939331},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5086873173713684},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47410303354263306},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2704777717590332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2257656455039978},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16367298364639282},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cloudtech58737.2023.10366111","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cloudtech58737.2023.10366111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/48137","is_oa":false,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/48137","pdf_url":null,"source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Cloud Computing (2023-11-21); 10.1109/CloudTech58737.2023.10366111, Marrakech, Morocco [MA], 21/11/2023","raw_type":"peer reviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2326454698","https://openalex.org/W2493744448","https://openalex.org/W2618530766","https://openalex.org/W2886157509","https://openalex.org/W2912886105","https://openalex.org/W2946476686","https://openalex.org/W2962883027","https://openalex.org/W2964292047","https://openalex.org/W2972087877","https://openalex.org/W2972970334","https://openalex.org/W2978015420","https://openalex.org/W2991756646","https://openalex.org/W3007610789","https://openalex.org/W3030218575","https://openalex.org/W3044251871","https://openalex.org/W3098597768","https://openalex.org/W3135438101","https://openalex.org/W3216353860","https://openalex.org/W4205860935","https://openalex.org/W4206456377","https://openalex.org/W4220877954","https://openalex.org/W6723415496","https://openalex.org/W6758365457","https://openalex.org/W6837861431"],"related_works":["https://openalex.org/W2922530654","https://openalex.org/W4206663896","https://openalex.org/W4379386225","https://openalex.org/W2354950134","https://openalex.org/W2088620127","https://openalex.org/W2383352889","https://openalex.org/W2589534713","https://openalex.org/W3215732957","https://openalex.org/W4385366942","https://openalex.org/W2743348030"],"abstract_inverted_index":{"Deep":[0,75],"learning":[1],"(DL)":[2],"is":[3,64,97,172,175,181],"increasingly":[4],"used":[5],"in":[6,9,77,154],"industry,":[7],"especially":[8],"industry":[10],"4.0.":[11],"Thanks":[12],"to":[13,17,51,62,110,141,156,189,193],"DL,":[14],"it":[15,49,79],"possible":[16,50],"better":[18],"prevent":[19],"breakdowns":[20],"and":[21,29,32,38,84,199],"manufacturing":[22],"defects.":[23],"DL":[24,69],"models":[25],"are":[26],"becoming":[27],"more":[28,30],"complex":[31],"efficient,":[33],"requiring":[34],"significant":[35],"compute":[36,39],"resources":[37,106,123],"time.":[40,205],"The":[41],"use":[42,66],"of":[43,67,121,151,184],"Graphic":[44],"Processing":[45],"Units":[46],"(GPUs)":[47],"makes":[48],"speed":[52],"up":[53],"processing":[54],"but":[55],"at":[56],"a":[57,125,161,178],"higher":[58,126],"cost.":[59],"An":[60],"alternative":[61],"them":[63],"the":[65,119,143,148,165,185,191,195,202],"distributed":[68],"(DDL)":[70],"which":[71,115,131,180],"differs":[72],"from":[73],"Federated":[74],"Learning":[76],"that":[78],"focuses":[80],"on":[81,113,145],"accelerating":[82],"calculations":[83],"does":[85],"not":[86],"address":[87],"data":[88],"privacy.":[89],"DLL":[90],"requires":[91],"having":[92],"several":[93],"computing":[94,100,104],"nodes.":[95],"This":[96,138,174],"where":[98],"cloud":[99],"comes":[101],"in.":[102],"Cloud":[103],"allows":[105],"or":[107],"virtual":[108,152],"machines":[109,153],"be":[111,133],"allocated":[112],"demand,":[114],"reduces":[116],"costs.":[117,158],"However,":[118],"allocation":[120,150],"GPU":[122],"has":[124],"cost":[127],"than":[128],"CPU":[129],"resources,":[130],"can":[132],"problematic":[134],"for":[135,163,169],"small":[136],"businesses.":[137],"article":[139],"proposes":[140],"exploit":[142],"DDL":[144,192],"CPUs":[146],"via":[147],"on-demand":[149],"order":[155],"reduce":[157],"In":[159],"addition,":[160],"solution":[162],"deploying":[164],"software":[166,186],"stack":[167],"necessary":[168],"proper":[170],"operation":[171],"proposed.":[173],"achieved":[176],"using":[177],"containerization":[179],"only":[182],"composed":[183],"suites":[187],"needed":[188],"run":[190],"minimize":[194,201],"container":[196,203],"transfer":[197],"size":[198],"consequently":[200],"deployment":[204]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
