{"id":"https://openalex.org/W2792702912","doi":"https://doi.org/10.1109/tsc.2018.2816941","title":"Model-Based Big Data Analytics-as-a-Service: Take Big Data to the Next Level","display_name":"Model-Based Big Data Analytics-as-a-Service: Take Big Data to the Next Level","publication_year":2018,"publication_date":"2018-03-19","ids":{"openalex":"https://openalex.org/W2792702912","doi":"https://doi.org/10.1109/tsc.2018.2816941","mag":"2792702912"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2018.2816941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2018.2816941","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2434/564890","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058453558","display_name":"Claudio A. Ardagna","orcid":"https://orcid.org/0000-0001-7426-4795"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210133614","display_name":"Systems, Applications & Products in Data Processing (United Kingdom)","ror":"https://ror.org/04k7gd586","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210132444","https://openalex.org/I4210133614"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["AE","FR","GB","IT"],"is_corresponding":false,"raw_author_name":"Claudio Agostino Ardagna","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano, Milano, Italy","CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","Security Research, SAP Labs France, Sophia Antipolis, France","Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","with EBTIC, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Security Research, SAP Labs France, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210150884","https://openalex.org/I4210133614"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"with EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052021169","display_name":"Valerio Bellandi","orcid":"https://orcid.org/0000-0003-4473-6258"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210133614","display_name":"Systems, Applications & Products in Data Processing (United Kingdom)","ror":"https://ror.org/04k7gd586","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210132444","https://openalex.org/I4210133614"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["AE","FR","GB","IT"],"is_corresponding":false,"raw_author_name":"Valerio Bellandi","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano, Milano, Italy","with EBTIC, Khalifa University, Abu Dhabi, UAE","Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","Security Research, SAP Labs France, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"with EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Security Research, SAP Labs France, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210150884","https://openalex.org/I4210133614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074900606","display_name":"Michele Bezzi","orcid":"https://orcid.org/0000-0003-2084-0675"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210133614","display_name":"Systems, Applications & Products in Data Processing (United Kingdom)","ror":"https://ror.org/04k7gd586","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210132444","https://openalex.org/I4210133614"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["AE","FR","GB","IT"],"is_corresponding":false,"raw_author_name":"Michele Bezzi","raw_affiliation_strings":["Security Research, SAP Labs France, Sophia Antipolis, France","Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","with EBTIC, Khalifa University, Abu Dhabi, UAE","CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Security Research, SAP Labs France, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210150884","https://openalex.org/I4210133614"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"with EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030929146","display_name":"Paolo Ceravolo","orcid":"https://orcid.org/0000-0002-4519-0173"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210133614","display_name":"Systems, Applications & Products in Data Processing (United Kingdom)","ror":"https://ror.org/04k7gd586","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210132444","https://openalex.org/I4210133614"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["AE","FR","GB","IT"],"is_corresponding":false,"raw_author_name":"Paolo Ceravolo","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano, Milano, Italy","Security Research, SAP Labs France, Sophia Antipolis, France","CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","with EBTIC, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Security Research, SAP Labs France, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210150884","https://openalex.org/I4210133614"]},{"raw_affiliation_string":"CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"with EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075830877","display_name":"Ernesto Damiani","orcid":"https://orcid.org/0000-0002-9557-6496"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210133614","display_name":"Systems, Applications & Products in Data Processing (United Kingdom)","ror":"https://ror.org/04k7gd586","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210132444","https://openalex.org/I4210133614"]},{"id":"https://openalex.org/I4210141355","display_name":"EBTIC","ror":"https://ror.org/050mver74","country_code":"AE","type":"other","lineage":["https://openalex.org/I4210141355"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["AE","FR","GB","IT"],"is_corresponding":false,"raw_author_name":"Ernesto Damiani","raw_affiliation_strings":["CINI - Consorzio Interuniversitario, Nazionale per l\u2019Informatica, Rome, Italy","EBTIC, Khalifa University, Abu Dhabi, UAE","Universit\u00e0 degli Studi di Milano, Milano, Italy","Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","with EBTIC, Khalifa University, Abu Dhabi, UAE","Security Research, SAP Labs France, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINI - Consorzio Interuniversitario, Nazionale per l\u2019Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375","https://openalex.org/I4210141355"]},{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"with EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Security Research, SAP Labs France, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210150884","https://openalex.org/I4210133614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008559767","display_name":"C\u00e9dric H\u00e9bert","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210133614","display_name":"Systems, Applications & Products in Data Processing (United Kingdom)","ror":"https://ror.org/04k7gd586","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210132444","https://openalex.org/I4210133614"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["AE","FR","GB","IT"],"is_corresponding":false,"raw_author_name":"Cedric Hebert","raw_affiliation_strings":["Security Research, SAP Labs France, Sophia Antipolis, France","CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","with EBTIC, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Security Research, SAP Labs France, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210150884","https://openalex.org/I4210133614"]},{"raw_affiliation_string":"CINI -Consorzio Interuniversitario, Nazionale per l'Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"with EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.1281,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.98458172,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"2","first_page":"516","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.998199999332428,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980000257492065,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.9031096696853638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8080074787139893},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5891075134277344},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5628378391265869},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5246548652648926},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4729200005531311},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.45700159668922424},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.4534882605075836},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24754291772842407},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23916152119636536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1583654284477234}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9031096696853638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8080074787139893},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5891075134277344},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5628378391265869},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5246548652648926},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4729200005531311},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.45700159668922424},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.4534882605075836},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24754291772842407},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23916152119636536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1583654284477234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsc.2018.2816941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2018.2816941","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:air.unimi.it:2434/564890","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/564890","pdf_url":"http://hdl.handle.net/2434/564890","source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:1489173","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TSC.2018.2816941","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Services Computing, (2018-03-19)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:air.unimi.it:2434/564890","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/564890","pdf_url":"http://hdl.handle.net/2434/564890","source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4703879020","display_name":"TrustwOrthy model-awaRE Analytics Data platfORm","funder_award_id":"688797","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7612322874","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320313475","funder_display_name":"Universit\u00e0 degli Studi di Milano"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320313475","display_name":"Universit\u00e0 degli Studi di Milano","ror":"https://ror.org/00wjc7c48"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2792702912.pdf","grobid_xml":"https://content.openalex.org/works/W2792702912.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W410850256","https://openalex.org/W1556177080","https://openalex.org/W1614330000","https://openalex.org/W1834532152","https://openalex.org/W1919179112","https://openalex.org/W2026586559","https://openalex.org/W2036260704","https://openalex.org/W2038475621","https://openalex.org/W2047507037","https://openalex.org/W2063364984","https://openalex.org/W2090987777","https://openalex.org/W2126652054","https://openalex.org/W2134148450","https://openalex.org/W2149140091","https://openalex.org/W2159588611","https://openalex.org/W2171500111","https://openalex.org/W2285320278","https://openalex.org/W2291171016","https://openalex.org/W2517151554","https://openalex.org/W2547386789","https://openalex.org/W2583365339","https://openalex.org/W2583397869","https://openalex.org/W2587995914","https://openalex.org/W2743948853","https://openalex.org/W2753069234","https://openalex.org/W2755577394","https://openalex.org/W2782864149","https://openalex.org/W2963288913","https://openalex.org/W2970173331","https://openalex.org/W6614148910","https://openalex.org/W6633491824","https://openalex.org/W6639007902","https://openalex.org/W6733006372"],"related_works":["https://openalex.org/W2093262417","https://openalex.org/W2123131699","https://openalex.org/W4390608645","https://openalex.org/W913131694","https://openalex.org/W650116260","https://openalex.org/W2378329187","https://openalex.org/W4390790060","https://openalex.org/W1603423477","https://openalex.org/W2463183163","https://openalex.org/W2019038080"],"abstract_inverted_index":{"The":[0,57,226],"Big":[1,40,44,62,94,114,169,177,204],"Data":[2,41,45,63,95,115,170,178,205],"revolution":[3],"promises":[4],"to":[5,26,34,93,124,139,163],"build":[6],"a":[7,71,79,99,129,137,143,185,209,232],"data-driven":[8],"ecosystem":[9],"where":[10,102],"better":[11],"decisions":[12],"are":[13],"supported":[14],"by":[15,87,141,166,192],"enhanced":[16],"analytics":[17,183],"and":[18,36,59,65,74,172,207],"data":[19],"management.":[20],"However,":[21],"major":[22],"hurdles":[23],"still":[24],"need":[25],"be":[27,164,219],"overcome":[28],"on":[29,154,184,199,208,222,236],"the":[30,48,52,88,103,112,121,176,182,223,237],"road":[31],"that":[32,90,148,217],"leads":[33],"commoditization":[35],"wide":[37],"adoption":[38],"of":[39,55,61,111,120,151,188,203,241],"Analytics":[42],"(BDA).":[43],"complexity":[46],"is":[47,84,197,228],"first":[49],"factor":[50],"hampering":[51],"full":[53],"potential":[54],"BDA.":[56],"opacity":[58],"variety":[60],"technologies":[64],"computations,":[66],"in":[67,215,231],"fact,":[68],"make":[69],"BDA":[70,152],"failure":[72],"prone":[73],"resource-intensive":[75],"process,":[76],"which":[77],"requires":[78],"trial-and-error":[80],"approach.":[81],"This":[82],"problem":[83],"even":[85],"exacerbated":[86],"fact":[89],"current":[91],"solutions":[92],"application":[96,108],"development":[97],"take":[98],"bottom-up":[100],"approach,":[101],"last":[104],"technology":[105],"release":[106],"drives":[107],"development.":[109],"Selection":[110],"best":[113,122],"platform,":[116],"as":[117,119],"well":[118],"pipeline":[123,179],"execute":[125],"analytics,":[126],"represents":[127],"then":[128],"deal":[130],"breaker.":[131],"In":[132],"this":[133],"paper,":[134],"we":[135],"propose":[136],"return":[138],"roots":[140],"defining":[142],"Model-Driven":[144],"Engineering":[145],"(MDE)":[146],"methodology":[147,196],"supports":[149],"automation":[150],"based":[153,198],"model":[155],"specification.":[156],"Our":[157],"approach":[158],"lets":[159],"customers":[160],"declare":[161],"requirements":[162],"achieved":[165],"an":[167,200],"abstract":[168],"platform":[171],"smart":[173],"engines":[174],"deploy":[175],"carrying":[180],"out":[181],"specific":[186],"instance":[187],"such":[189],"platform.":[190,225],"Driven":[191],"customers'":[193],"requirements,":[194],"our":[195],"OWL-S":[201,212],"ontology":[202],"services":[206],"compiler":[210],"transforming":[211],"service":[213],"compositions":[214],"workflows":[216],"can":[218],"directly":[220],"executed":[221],"selected":[224],"proposal":[227],"experimentally":[229],"evaluated":[230],"real-world":[233],"scenario":[234],"focusing":[235],"threat":[238],"detection":[239],"system":[240],"SAP.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
