{"id":"https://openalex.org/W4393956379","doi":"https://doi.org/10.1145/3603166.3632565","title":"FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum","display_name":"FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393956379","doi":"https://doi.org/10.1145/3603166.3632565"},"language":"en","primary_location":{"id":"doi:10.1145/3603166.3632565","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3603166.3632565","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632565","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632565","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045656543","display_name":"Federica Filippini","orcid":"https://orcid.org/0000-0002-6549-924X"},"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":true,"raw_author_name":"Federica Filippini","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6549-924X","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041941644","display_name":"Riccardo Cavadini","orcid":"https://orcid.org/0000-0002-7581-5955"},"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":"Riccardo Cavadini","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7581-5955","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039059621","display_name":"Danilo Ardagna","orcid":"https://orcid.org/0000-0003-4224-927X"},"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":"Danilo Ardagna","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4224-927X","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088261843","display_name":"Riccardo Lancellotti","orcid":"https://orcid.org/0000-0002-9470-8784"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Lancellotti","raw_affiliation_strings":["Universit\u00e0 degli Studi di Modena e Reggio Emilia, Modena, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9470-8784","affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048861947","display_name":"Gabriele Russo Russo","orcid":"https://orcid.org/0000-0001-8233-4570"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Russo Russo","raw_affiliation_strings":["University of Rome Tor Vergata, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8233-4570","affiliations":[{"raw_affiliation_string":"University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047108954","display_name":"Valeria Cardellini","orcid":"https://orcid.org/0000-0002-6870-7083"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valeria Cardellini","raw_affiliation_strings":["University of Rome Tor Vergata, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6870-7083","affiliations":[{"raw_affiliation_string":"University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083242581","display_name":"Francesco Lo Presti","orcid":"https://orcid.org/0000-0002-7461-6276"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Lo Presti","raw_affiliation_strings":["University of Rome Tor Vergata, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7461-6276","affiliations":[{"raw_affiliation_string":"University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045656543"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.588,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71040951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9959999918937683,"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":0.9959999918937683,"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":0.9807999730110168,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9423999786376953,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8363903164863586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711589097976685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3713265061378479},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36213454604148865}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8363903164863586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711589097976685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3713265061378479},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36213454604148865}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3603166.3632565","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3603166.3632565","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632565","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:art.torvergata.it:2108/360063","is_oa":true,"landing_page_url":"https://hdl.handle.net/2108/360063","pdf_url":"https://art.torvergata.it/bitstream/2108/360063/1/3603166.3632565.pdf","source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:boa.unimib.it:10281/601069","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/601069","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unimore.it:11380/1354406","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1354406","pdf_url":null,"source":{"id":"https://openalex.org/S4377196326","display_name":"Iris Unimore (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:re.public.polimi.it:11311/1254605","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1254605","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3603166.3632565","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3603166.3632565","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632565","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393956379.pdf","grobid_xml":"https://content.openalex.org/works/W4393956379.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2121863487","https://openalex.org/W2803443244","https://openalex.org/W2981016767","https://openalex.org/W3036299867","https://openalex.org/W3181392997","https://openalex.org/W4212772818","https://openalex.org/W4233252114","https://openalex.org/W4287888118","https://openalex.org/W4288061776","https://openalex.org/W4289101224","https://openalex.org/W4296338896","https://openalex.org/W4312854700","https://openalex.org/W4313189329","https://openalex.org/W4322766560","https://openalex.org/W4323767293"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W2358668433","https://openalex.org/W2138720691","https://openalex.org/W2376932109","https://openalex.org/W4362501864","https://openalex.org/W2001405890","https://openalex.org/W4380318855","https://openalex.org/W2031695474"],"abstract_inverted_index":{"The":[0],"widespread":[1],"adoption":[2],"of":[3,13,20,30,56,97,106,130],"Artificial":[4],"Intelligence":[5],"applications":[6,26],"to":[7,17,58],"analyze":[8],"data":[9],"generated":[10],"by":[11],"Internet":[12],"Things":[14],"sensors":[15],"leads":[16],"the":[18,21,28,31,54,89,94,104,107,115,120,128,131],"development":[19],"edge":[22],"computing":[23,90,99],"paradigm.":[24],"Deploying":[25],"at":[27],"periphery":[29],"network":[32],"effectively":[33],"addresses":[34],"cost":[35],"and":[36,61,110],"latency":[37],"concerns":[38],"associated":[39],"with":[40,50,103],"cloud":[41],"computing.":[42],"However,":[43],"it":[44],"generates":[45],"a":[46,67,76,98,124],"highly":[47],"distributed":[48],"environment":[49],"heterogeneous":[51],"devices,":[52],"opening":[53],"challenges":[55],"how":[57],"select":[59],"resources":[60],"place":[62],"application":[63],"components.":[64],"Starting":[65],"from":[66],"state-of-the-art":[68],"design-time":[69,121],"tool,":[70],"we":[71,118],"present":[72],"in":[73,127],"this":[74],"paper":[75],"novel":[77],"framework":[78],"based":[79],"on":[80],"Reinforcement":[81],"Learning,":[82],"named":[83],"FIGARO":[84],"(reinForcement":[85],"learnInG":[86],"mAnagement":[87],"acRoss":[88],"cOntinuum).":[91],"It":[92],"handles":[93],"runtime":[95],"adaptation":[96],"continuum":[100],"environment,":[101],"dealing":[102],"variability":[105],"incoming":[108],"load":[109],"service":[111],"times.":[112],"To":[113],"reduce":[114],"training":[116],"time,":[117],"exploit":[119],"knowledge,":[122],"achieving":[123],"significant":[125],"reduction":[126],"violations":[129],"response":[132],"time":[133],"constraint.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2024-04-05T00:00:00"}