{"id":"https://openalex.org/W4200447659","doi":"https://doi.org/10.1002/cpe.6728","title":"A serverless gateway for event\u2010driven machine learning inference in multiple clouds","display_name":"A serverless gateway for event\u2010driven machine learning inference in multiple clouds","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4200447659","doi":"https://doi.org/10.1002/cpe.6728"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.6728","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://riunet.upv.es/bitstream/10251/200525/15/Naranjo-DelgadoRiscoMolto%20-%20A%20serverless%20gateway%20for%20event-driven%20machine%20learning%20inference%20in%20m....pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026269697","display_name":"Diana M. Naranjo","orcid":"https://orcid.org/0000-0002-3306-0435"},"institutions":[{"id":"https://openalex.org/I4210135990","display_name":"Instituto de Instrumentaci\u00f3n para Imagen Molecular","ror":"https://ror.org/03p80e845","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210135990","https://openalex.org/I60053951"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Diana M. Naranjo","raw_affiliation_strings":["Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain","institution_ids":["https://openalex.org/I4210135990","https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068075888","display_name":"Sebasti\u00e1n Risco","orcid":"https://orcid.org/0000-0002-7710-2182"},"institutions":[{"id":"https://openalex.org/I4210135990","display_name":"Instituto de Instrumentaci\u00f3n para Imagen Molecular","ror":"https://ror.org/03p80e845","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210135990","https://openalex.org/I60053951"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e1n Risco","raw_affiliation_strings":["Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain","institution_ids":["https://openalex.org/I4210135990","https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008023930","display_name":"Germ\u00e1n Molt\u00f3","orcid":"https://orcid.org/0000-0002-8049-253X"},"institutions":[{"id":"https://openalex.org/I4210135990","display_name":"Instituto de Instrumentaci\u00f3n para Imagen Molecular","ror":"https://ror.org/03p80e845","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210135990","https://openalex.org/I60053951"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Germ\u00e1n Molt\u00f3","raw_affiliation_strings":["Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain","institution_ids":["https://openalex.org/I4210135990","https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069265961","display_name":"Ign\u00e1cio Blanquer","orcid":"https://orcid.org/0000-0003-1692-8922"},"institutions":[{"id":"https://openalex.org/I4210135990","display_name":"Instituto de Instrumentaci\u00f3n para Imagen Molecular","ror":"https://ror.org/03p80e845","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210135990","https://openalex.org/I60053951"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Blanquer","raw_affiliation_strings":["Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Instrumentaci\u00f3n para Imagen Molecular (I3M) Centro mixto CSIC \u2010 Universitat Polit\u00e8cnica de Val\u00e8ncia Valencia Spain","institution_ids":["https://openalex.org/I4210135990","https://openalex.org/I60053951"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026269697"],"corresponding_institution_ids":["https://openalex.org/I4210135990","https://openalex.org/I60053951"],"apc_list":{"value":4740,"currency":"USD","value_usd":4740,"provenance":"doaj"},"apc_paid":null,"fwci":2.156,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":9,"citation_normalized_percentile":{"value":0.896251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":"35","issue":"18","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9971,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9971,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9968,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9956,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7812029},{"id":"https://openalex.org/keywords/gateway","display_name":"Gateway (web page)","score":0.4856738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8055787},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.80141574},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7812029},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7654189},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5836924},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5578474},{"id":"https://openalex.org/C2777710495","wikidata":"https://www.wikidata.org/wiki/Q5527195","display_name":"Gateway (web page)","level":2,"score":0.4856738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44870958},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4125098},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34639168},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30204475},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24710348},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24690363}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.6728","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10251/200525","pdf_url":"https://riunet.upv.es/bitstream/10251/200525/15/Naranjo-DelgadoRiscoMolto%20-%20A%20serverless%20gateway%20for%20event-driven%20machine%20learning%20inference%20in%20m....pdf","source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":["Universitat Polit\u00e8cnica de Val\u00e8ncia"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10251/200525","pdf_url":"https://riunet.upv.es/bitstream/10251/200525/15/Naranjo-DelgadoRiscoMolto%20-%20A%20serverless%20gateway%20for%20event-driven%20machine%20learning%20inference%20in%20m....pdf","source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":["Universitat Polit\u00e8cnica de Val\u00e8ncia"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.64,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":31,"referenced_works":["https://openalex.org/W1908931110","https://openalex.org/W2022595490","https://openalex.org/W2024153500","https://openalex.org/W2341749628","https://openalex.org/W2591324491","https://openalex.org/W2613409207","https://openalex.org/W2618530766","https://openalex.org/W2626970695","https://openalex.org/W2735218636","https://openalex.org/W2767963221","https://openalex.org/W2788712478","https://openalex.org/W2791637253","https://openalex.org/W2903866590","https://openalex.org/W2920834220","https://openalex.org/W2963988417","https://openalex.org/W2971172474","https://openalex.org/W2971176767","https://openalex.org/W2981502551","https://openalex.org/W2982790324","https://openalex.org/W2986344765","https://openalex.org/W2995419643","https://openalex.org/W3003011076","https://openalex.org/W3013015689","https://openalex.org/W3097933316","https://openalex.org/W3105227206","https://openalex.org/W3118693078","https://openalex.org/W3126194880","https://openalex.org/W3126380638","https://openalex.org/W3134851975","https://openalex.org/W3158701476","https://openalex.org/W4232868049"],"related_works":["https://openalex.org/W4385924768","https://openalex.org/W4241787744","https://openalex.org/W3123141149","https://openalex.org/W2983574358","https://openalex.org/W2914112812","https://openalex.org/W2610550183","https://openalex.org/W2370475531","https://openalex.org/W2258161702","https://openalex.org/W2017432143","https://openalex.org/W1973694374"],"abstract_inverted_index":{"Abstract":[0],"Serverless":[1],"computing":[2,105,141,161],"and,":[3],"in":[4,26,85,90,139,156],"particular,":[5],"the":[6,18,27,33,65,80,94,104,111,129,132,157],"functions":[7,42],"as":[8],"a":[9,14,58,140,153],"service":[10],"model":[11],"has":[12],"become":[13],"convincing":[15],"paradigm":[16],"for":[17,97,162],"development":[19],"and":[20,48,52,73,89,149],"implementation":[21],"of":[22,36,41,50,68,79,131,136,159],"highly":[23],"scalable":[24],"applications":[25],"cloud.":[28],"This":[29,55],"is":[30,82],"due":[31,43],"to":[32,44,63,110,116],"transparent":[34],"management":[35],"three":[37],"key":[38],"functionalities:":[39],"triggering":[40],"events,":[45],"automatic":[46],"provisioning":[47],"scalability":[49],"resources,":[51],"fine\u2010grained":[53],"pay\u2010per\u2010use.":[54],"article":[56],"presents":[57],"serverless":[59,98,160],"web\u2010based":[60],"scientific":[61,99,163],"gateway":[62],"execute":[64],"inference":[66],"phase":[67],"previously":[69],"trained":[70],"machine":[71,137],"learning":[72,138],"artificial":[74],"intelligence":[75],"models.":[76,133],"The":[77,119,134],"execution":[78],"models":[81],"performed":[83],"both":[84,102,146],"Amazon":[86],"Web":[87],"Services":[88],"on\u2010premises":[91,147],"clouds":[92,148,151],"with":[93],"OSCAR":[95],"framework":[96],"computing.":[100],"In":[101],"cases,":[103],"infrastructure":[106],"grows":[107],"elastically":[108],"according":[109],"demand":[112],"adopting":[113],"scale\u2010to\u2010zero":[114],"approaches":[115],"minimize":[117],"costs.":[118],"web":[120],"interface":[121],"provides":[122],"an":[123],"improved":[124],"user":[125],"experience":[126],"by":[127],"simplifying":[128],"use":[130,145],"usage":[135],"platform":[142],"that":[143],"can":[144],"public":[150],"constitutes":[152],"step":[154],"forward":[155],"adoption":[158],"applications.":[164]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4200447659","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-01-04T22:22:33.912204","created_date":"2021-12-31"}