{"id":"https://openalex.org/W4413558594","doi":"https://doi.org/10.1109/icton67126.2025.11125263","title":"ML-enabled flow admission control policy for proactive QoS assurance in programmable RINA networks","display_name":"ML-enabled flow admission control policy for proactive QoS assurance in programmable RINA networks","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4413558594","doi":"https://doi.org/10.1109/icton67126.2025.11125263"},"language":"en","primary_location":{"id":"doi:10.1109/icton67126.2025.11125263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton67126.2025.11125263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/75658a28-ebe3-4932-a3eb-74d78ed70a8c/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001867002","display_name":"Jordi Perell\u00f3","orcid":"https://orcid.org/0000-0001-6563-2664"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Perell\u00f3","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Department of Computer Architecture,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Department of Computer Architecture,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013411726","display_name":"Josep Sol\u00e9\u2010Pareta","orcid":"https://orcid.org/0000-0002-9411-6308"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep Sol\u00e9-Pareta","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Department of Computer Architecture,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Department of Computer Architecture,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040547486","display_name":"Davide Careglio","orcid":"https://orcid.org/0000-0002-7931-8147"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Davide Careglio","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Department of Computer Architecture,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Department of Computer Architecture,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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":0.9854000210762024,"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":0.9854000210762024,"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":0.983299970626831,"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.9760000109672546,"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/quality-of-service","display_name":"Quality of service","score":0.6276577115058899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6232749819755554},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.5498436093330383},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5031899809837341},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.453340083360672},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4450051784515381},{"id":"https://openalex.org/keywords/flow-control","display_name":"Flow control (data)","score":0.43795260787010193},{"id":"https://openalex.org/keywords/admission-control","display_name":"Admission control","score":0.4270053803920746},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18779656291007996},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.11770623922348022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06976503133773804},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05154934525489807}],"concepts":[{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6276577115058899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6232749819755554},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.5498436093330383},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5031899809837341},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.453340083360672},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4450051784515381},{"id":"https://openalex.org/C186766456","wikidata":"https://www.wikidata.org/wiki/Q612457","display_name":"Flow control (data)","level":2,"score":0.43795260787010193},{"id":"https://openalex.org/C2778234956","wikidata":"https://www.wikidata.org/wiki/Q4683813","display_name":"Admission control","level":3,"score":0.4270053803920746},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18779656291007996},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.11770623922348022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06976503133773804},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05154934525489807},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icton67126.2025.11125263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton67126.2025.11125263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/443265","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/443265","pdf_url":"https://upcommons.upc.edu/bitstreams/75658a28-ebe3-4932-a3eb-74d78ed70a8c/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"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":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/443265","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/443265","pdf_url":"https://upcommons.upc.edu/bitstreams/75658a28-ebe3-4932-a3eb-74d78ed70a8c/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"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":null,"raw_type":"Conference report"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4865226722","display_name":null,"funder_award_id":"PID2020-118011GB-C21","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413558594.pdf","grobid_xml":"https://content.openalex.org/works/W4413558594.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W11269544","https://openalex.org/W4389096689","https://openalex.org/W1488440481","https://openalex.org/W2155565441","https://openalex.org/W2161150670","https://openalex.org/W2156323494","https://openalex.org/W2551445694","https://openalex.org/W2161312410","https://openalex.org/W2908476975","https://openalex.org/W287466623"],"abstract_inverted_index":{"In":[0,92],"this":[1,93],"paper,":[2,114],"we":[3,115],"investigate":[4],"the":[5,23,70,83,90,102,113,132],"deployment":[6],"and":[7,56],"performance":[8],"benefits":[9],"of":[10,61,72,105],"a":[11,42,62],"machine":[12],"learning":[13],"(ML)-enabled":[14],"flow":[15,34,64,96],"admission":[16,35],"control":[17,36],"policy":[18,37],"for":[19],"programmable":[20],"networks":[21],"following":[22],"clean":[24],"slate":[25],"Recursive":[26],"InterNetwork":[27],"Architecture":[28],"(RINA)":[29],"design":[30],"principles.":[31],"The":[32],"proposed":[33],"is":[38,87],"based":[39],"on":[40],"RouteNet,":[41],"cutting-edge":[43],"Graph":[44],"Neural":[45],"Network":[46],"(GNN)":[47],"able":[48],"to":[49],"accurately":[50,68],"predict":[51],"per-path":[52],"packet":[53],"loss,":[54],"delay":[55],"jitter":[57],"metrics.":[58],"Upon":[59],"arrival":[60],"new":[63,84],"request,":[65],"RouteNet":[66],"can":[67],"estimate":[69],"Quality":[71],"Service":[73],"(QoS)":[74],"metrics":[75],"experienced":[76],"by":[77],"all":[78,106],"active":[79],"traffic":[80,107],"flows":[81,108],"if":[82],"incoming":[85,95],"one":[86],"established":[88],"in":[89],"network.":[91],"way,":[94],"requests":[97],"are":[98,109],"accepted":[99],"only":[100],"when":[101],"QoS":[103],"levels":[104],"satisfied":[110],"appropriately.":[111],"Throughout":[112],"illustrate":[116],"our":[117],"envisioned":[118],"ML-enabled":[119],"QoS-aware":[120],"RINA":[121,136],"network":[122],"scenario,":[123],"while":[124],"also":[125],"disclosing":[126],"initial":[127],"proof-of-concept":[128],"experimental":[129],"results":[130],"using":[131],"publicly":[133],"available":[134],"IRATI":[135],"prototype.":[137]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
