{"id":"https://openalex.org/W4353046642","doi":"https://doi.org/10.1109/icin56760.2023.10073505","title":"A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks","display_name":"A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4353046642","doi":"https://doi.org/10.1109/icin56760.2023.10073505"},"language":"en","primary_location":{"id":"doi:10.1109/icin56760.2023.10073505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin56760.2023.10073505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033977160","display_name":"Doriana Monaco","orcid":"https://orcid.org/0009-0002-7908-5184"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Doriana Monaco","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011246061","display_name":"Alessio Sacco","orcid":"https://orcid.org/0000-0003-2835-5455"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Sacco","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089401120","display_name":"Enrico Alberti","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Alberti","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010269472","display_name":"Guido Marchetto","orcid":"https://orcid.org/0000-0003-3588-9367"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Marchetto","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055238253","display_name":"Flavio Esposito","orcid":"https://orcid.org/0000-0002-7798-4584"},"institutions":[{"id":"https://openalex.org/I47838141","display_name":"Saint Louis University","ror":"https://ror.org/01p7jjy08","country_code":"US","type":"education","lineage":["https://openalex.org/I47838141"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Flavio Esposito","raw_affiliation_strings":["Saint Louis University,Computer Science Department,USA","Computer Science Department, Saint Louis University, USA"],"affiliations":[{"raw_affiliation_string":"Saint Louis University,Computer Science Department,USA","institution_ids":["https://openalex.org/I47838141"]},{"raw_affiliation_string":"Computer Science Department, Saint Louis University, USA","institution_ids":["https://openalex.org/I47838141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033977160"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.4012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58144259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8040021061897278},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6753804087638855},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.6045749187469482},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5788220763206482},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5003342628479004},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49826765060424805},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4662325084209442},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.45557087659835815},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4194547235965729},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3319816589355469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31557631492614746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8040021061897278},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6753804087638855},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.6045749187469482},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5788220763206482},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5003342628479004},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49826765060424805},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4662325084209442},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.45557087659835815},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4194547235965729},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3319816589355469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31557631492614746},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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":1,"locations":[{"id":"doi:10.1109/icin56760.2023.10073505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin56760.2023.10073505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2074616737","https://openalex.org/W2094656022","https://openalex.org/W2111281854","https://openalex.org/W2216406802","https://openalex.org/W2947327813","https://openalex.org/W2947829929","https://openalex.org/W2963154302","https://openalex.org/W3016165051","https://openalex.org/W3024450730","https://openalex.org/W3046429719","https://openalex.org/W3048983622","https://openalex.org/W3103060003","https://openalex.org/W3109370623","https://openalex.org/W3133205111","https://openalex.org/W3191167321","https://openalex.org/W6638835209","https://openalex.org/W6682904396","https://openalex.org/W6750886310","https://openalex.org/W6764218722"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2086397253","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W3046364132","https://openalex.org/W2774756485"],"abstract_inverted_index":{"The":[0],"high":[1,173],"programmability":[2],"provided":[3],"by":[4,51],"Software":[5],"Defined":[6],"Networking":[7],"(SDN)":[8],"paradigm":[9],"facilitated":[10],"the":[11,52,56,66,72,76,85,89,97,129,153,177],"integration":[12],"of":[13,23,61,75,78,88,99,179],"Machine":[14],"Learning":[15],"(ML)":[16],"methods":[17],"to":[18,38,141],"design":[19,74],"a":[20,100,123],"new":[21],"family":[22],"network":[24,49,154],"management":[25],"schemes.":[26],"Among":[27],"them,":[28],"we":[29,115],"can":[30,171],"cite":[31],"self-driving":[32],"networks,":[33],"where":[34,126,136],"ML":[35],"is":[36],"used":[37],"analyze":[39],"data":[40],"and":[41,59,132,145,164],"define":[42],"strategies":[43],"that":[44,168],"are":[45],"then":[46],"translated":[47],"into":[48],"configurations":[50],"SDN":[53,111],"controllers,":[54],"making":[55],"networks":[57],"autonomous":[58],"capable":[60],"auto-scaling":[62,107],"decisions":[63,108,139],"based":[64],"on":[65,162],"network\u2019s":[67],"needs.":[68],"Despite":[69],"their":[70,142],"attractiveness,":[71],"centralized":[73],"majority":[77],"proposed":[79],"solutions":[80],"cannot":[81],"keep":[82],"up":[83],"with":[84],"increasing":[86],"size":[87],"network.":[90],"To":[91],"this":[92,94],"end,":[93],"paper":[95],"investigates":[96],"use":[98],"multi-agent":[101],"reinforcement":[102],"learning":[103],"(MARL)":[104],"model":[105],"for":[106,120],"in":[109],"an":[110,133,157],"environment.":[112],"In":[113],"particular,":[114],"study":[116],"two":[117],"possible":[118],"alternatives":[119],"distributing":[121],"operations:":[122],"collaborative":[124],"one,":[125,135],"controllers":[127,137],"share":[128,146],"same":[130],"observations,":[131],"individual":[134],"make":[138],"according":[140],"own":[143],"logic":[144],"only":[147],"some":[148],"basic":[149],"information,":[150],"such":[151],"as":[152],"topology.":[155],"After":[156],"experimental":[158],"campaign":[159],"performed":[160],"both":[161,169],"Mininet":[163],"GENI,":[165],"results":[166],"showed":[167],"approaches":[170],"guarantee":[172],"throughput":[174],"while":[175],"minimizing":[176],"set":[178],"active":[180],"resources.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
