{"id":"https://openalex.org/W6944871443","doi":"https://doi.org/10.21227/etqz-hy32","title":"Supplemental material for \"Multi-Layered Continuous Reasoning for Cloud-IoT Application Management\"","display_name":"Supplemental material for \"Multi-Layered Continuous Reasoning for Cloud-IoT Application Management\"","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W6944871443","doi":"https://doi.org/10.21227/etqz-hy32"},"language":"en","primary_location":{"id":"doi:10.21227/etqz-hy32","is_oa":true,"landing_page_url":"https://doi.org/10.21227/etqz-hy32","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"supplementary-materials","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/etqz-hy32","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Herrera, Juan Luis","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Herrera, Juan Luis","raw_affiliation_strings":["University of Bologna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Berrocal, Javier","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Berrocal, Javier","raw_affiliation_strings":["University of Extremadura"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Extremadura","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Forti, Stefano","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Forti, Stefano","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Brogi, Antonio","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Brogi, Antonio","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":null,"display_name":"Murillo, Juan Manuel","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Murillo, Juan Manuel","raw_affiliation_strings":["University of Extremadura"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Extremadura","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.2703000009059906,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.2703000009059906,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.06560000032186508,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.05139999836683273,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5838000178337097},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5332000255584717},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42309999465942383},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.39989998936653137},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.3747999966144562},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3314000070095062}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439000010490417},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5838000178337097},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5332000255584717},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42309999465942383},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.39989998936653137},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.31839999556541443},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.31679999828338623},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2989000082015991},{"id":"https://openalex.org/C195344581","wikidata":"https://www.wikidata.org/wiki/Q2555318","display_name":"Automated reasoning","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.2694999873638153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/etqz-hy32","is_oa":true,"landing_page_url":"https://doi.org/10.21227/etqz-hy32","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.21227/etqz-hy32","is_oa":true,"landing_page_url":"https://doi.org/10.21227/etqz-hy32","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6229003667831421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"advent":[1],"of":[2,5,25,42,82,129,134],"the":[3,9,33,39,44,48,53,60,80,127],"Internet":[4],"Things":[6],"has":[7],"increased":[8],"interest":[10],"in":[11,104,179],"automating":[12],"mission-critical":[13],"processes":[14],"from":[15],"domains":[16],"such":[17],"as":[18,52,151],"smart":[19],"cities.":[20],"These":[21],"applications'":[22],"stringent":[23],"Quality":[24],"Service":[26],"(QoS)":[27],"requirements":[28],"motivate":[29],"their":[30],"deployment":[31],"through":[32,158],"Cloud-IoT":[34],"Continuum,":[35],"which":[36],"requires":[37],"solving":[38],"NP-hard":[40],"problem":[41],"placing":[43],"application's":[45],"services":[46],"onto":[47],"infrastructure's":[49],"devices.":[50],"Moreover,":[51],"infrastructure":[54],"and":[55,98,131,175,195],"application":[56,141,156,193],"change":[57],"over":[58],"time,":[59],"placement":[61,142,194],"needs":[62],"to":[63,66,69,117,121,154],"continuously":[64],"adapt":[65,155],"these":[67,85],"changes":[68],"maintain":[70],"an":[71,140,166,197],"acceptable":[72,198],"QoS.":[73,199],"While":[74],"continuous":[75,160],"reasoning":[76],"techniques":[77,103],"have":[78,89,118],"enabled":[79],"creation":[81],"tools":[83],"for":[84,96,108,192],"scenarios,":[86],"they":[87],"can":[88],"some":[90],"trouble":[91],"finding":[92],"a":[93,152,180],"feasible":[94],"adaptation":[95],"abrupt":[97],"sharp":[99],"changes,":[100,112],"requiring":[101],"non-adaptive":[102],"those":[105],"cases.":[106],"Furthermore,":[107],"scenarios":[109],"with":[110],"smoother":[111],"it":[113],"would":[114],"be":[115],"desirable":[116],"faster":[119,188],"algorithms":[120],"perform":[122],"this":[123],"placement.":[124],"To":[125],"explore":[126],"trade-off":[128],"effectiveness":[130],"execution":[132],"times":[133],"different":[135],"methods":[136,191],"while":[137],"ensuring":[138],"that":[139,185],"is":[143,187],"found,":[144],"we":[145],"propose":[146],"Multi-Layered":[147],"Continuous":[148],"Reasoning":[149],"(MLCR)":[150],"framework":[153],"placements":[157],"multiple":[159],"reasoning-based":[161],"methods.":[162],"We":[163],"also":[164],"present":[165],"MLCR":[167,186],"prototype":[168],"based":[169],"on":[170],"three":[171],"methods:":[172],"Faustum,":[173],"MigDADO,":[174],"ConDADO.":[176],"An":[177],"evaluation":[178],"realistic":[181],"use":[182],"case":[183],"shows":[184],"than":[189],"traditional":[190],"maintains":[196]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
