{"id":"https://openalex.org/W2958277946","doi":"https://doi.org/10.1109/tsc.2019.2910069","title":"Monitoring-Aware Optimal Deployment for Applications Based on Microservices","display_name":"Monitoring-Aware Optimal Deployment for Applications Based on Microservices","publication_year":2019,"publication_date":"2019-07-11","ids":{"openalex":"https://openalex.org/W2958277946","doi":"https://doi.org/10.1109/tsc.2019.2910069","mag":"2958277946"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2019.2910069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2019.2910069","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/11311/1085311","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026981405","display_name":"Edoardo Fadda","orcid":"https://orcid.org/0000-0002-5599-6349"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edoardo Fadda","raw_affiliation_strings":["DAUIN Department, Corso Duca degli Abruzzi 24, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5599-6349","affiliations":[{"raw_affiliation_string":"DAUIN Department, Corso Duca degli Abruzzi 24, Turin, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038496883","display_name":"Pierluigi Plebani","orcid":"https://orcid.org/0000-0001-8245-226X"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierluigi Plebani","raw_affiliation_strings":["DEIB Department, Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8245-226X","affiliations":[{"raw_affiliation_string":"DEIB Department, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010941159","display_name":"Monica Vitali","orcid":"https://orcid.org/0000-0002-5258-1893"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Monica Vitali","raw_affiliation_strings":["DEIB Department, Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5258-1893","affiliations":[{"raw_affiliation_string":"DEIB Department, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.411,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91148148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"6","first_page":"1849","last_page":"1863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991999864578247,"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/microservices","display_name":"Microservices","score":0.9730945825576782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8542478084564209},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7755148410797119},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7678844928741455},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5896410942077637},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49133339524269104},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.28239384293556213},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.27196699380874634},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12665390968322754}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9730945825576782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8542478084564209},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7755148410797119},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7678844928741455},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5896410942077637},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49133339524269104},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.28239384293556213},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27196699380874634},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12665390968322754}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2019.2910069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2019.2910069","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:re.public.polimi.it:11311/1085311","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1085311","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1085311","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1085311","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W107619411","https://openalex.org/W154256836","https://openalex.org/W1498464051","https://openalex.org/W1516627776","https://openalex.org/W1572385077","https://openalex.org/W1899301991","https://openalex.org/W1904120896","https://openalex.org/W1967910577","https://openalex.org/W2008499862","https://openalex.org/W2026653933","https://openalex.org/W2046170010","https://openalex.org/W2051977984","https://openalex.org/W2064997230","https://openalex.org/W2111619216","https://openalex.org/W2119242743","https://openalex.org/W2124919501","https://openalex.org/W2139884583","https://openalex.org/W2242224340","https://openalex.org/W2289646227","https://openalex.org/W2293375869","https://openalex.org/W2360823157","https://openalex.org/W2472472094","https://openalex.org/W2493109494","https://openalex.org/W2501774934","https://openalex.org/W2502254989","https://openalex.org/W2556413364","https://openalex.org/W2563693940","https://openalex.org/W2580342024","https://openalex.org/W2611767226","https://openalex.org/W2704267313","https://openalex.org/W2808980893","https://openalex.org/W2918146072","https://openalex.org/W6689977208","https://openalex.org/W6696981606","https://openalex.org/W6752571168"],"related_works":["https://openalex.org/W4288621009","https://openalex.org/W2953155972","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1852113167","https://openalex.org/W1493858311","https://openalex.org/W1824242903","https://openalex.org/W2155470929","https://openalex.org/W2394465510","https://openalex.org/W2111125783"],"abstract_inverted_index":{"Modern":[0],"cloud":[1,164,192],"applications":[2],"are":[3,55],"required":[4],"to":[5,17,31,57,66,95,157,176,197],"be":[6,62],"distributed,":[7],"scalable,":[8],"and":[9,42,60,138,166],"reliable.":[10],"The":[11,89],"microservice":[12,59],"architectural":[13],"style":[14],"enables":[15],"developers":[16],"achieve":[18],"this":[19,92,150],"goal":[20,90],"with":[21,85],"reduced":[22],"effort.":[23],"Nonetheless,":[24],"microservices":[25,36,104],"deployment":[26,102,132],"is":[27,46,94,155,174,194],"not":[28,76,195],"trivial":[29],"due":[30],"the":[32,35,51,68,71,80,86,101,110,125,130,136,140,147,160,163,167,178,187,191],"heterogeneity":[33],"of":[34,39,70,83,91,103,112,142,162],"in":[37,64,105,128],"terms":[38],"both":[40],"functional":[41],"non-functional":[43],"requirements.":[44],"This":[45],"also":[47],"true":[48],"when":[49],"considering":[50],"monitoring":[52,180],"requirements":[53],"that":[54,190],"specific":[56],"each":[58],"must":[61],"satisfied":[63],"order":[65],"enable":[67],"verification":[69],"application":[72,126,168,188],"objectives":[73],"satisfaction.":[74],"However,":[75],"all":[77,135],"providers":[78],"offer":[79],"same":[81,87],"set":[82],"metrics":[84,184],"quality.":[88],"paper":[93],"provide":[96],"an":[97],"approach":[98,123],"for":[99,133],"supporting":[100],"multi-cloud":[106],"environments":[107],"focusing":[108],"on":[109],"Quality":[111],"Monitoring.":[113],"Adopting":[114],"a":[115,152,171],"multi-objective":[116],"mixed":[117],"integer":[118],"linear":[119],"optimisation":[120],"problem,":[121],"our":[122],"supports":[124],"owner":[127],"finding":[129],"optimal":[131],"satisfying":[134],"constraints":[137],"maximising":[139],"quality":[141],"monitored":[143],"data,":[144],"while":[145,170],"minimising":[146],"costs.":[148],"To":[149],"end,":[151],"knowledge":[153],"base":[154],"introduced":[156],"mediate":[158],"between":[159],"perspectives":[161],"provider":[165,193],"owner,":[169],"Bayesian":[172],"Network":[173],"adopted":[175],"enhance":[177],"provider\u2019s":[179],"capabilities":[181],"by":[182,186],"estimating":[183],"requested":[185],"owners":[189],"able":[196],"monitor.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}