{"id":"https://openalex.org/W4400233613","doi":"https://doi.org/10.1109/noms59830.2024.10575766","title":"Drift-Aware Policy Selection for Slice Admission Control","display_name":"Drift-Aware Policy Selection for Slice Admission Control","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4400233613","doi":"https://doi.org/10.1109/noms59830.2024.10575766"},"language":"en","primary_location":{"id":"doi:10.1109/noms59830.2024.10575766","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/noms59830.2024.10575766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","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/A5055133135","display_name":"Jesutofunmi Ajayi","orcid":"https://orcid.org/0000-0001-5827-204X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Jesutofunmi Ajayi","raw_affiliation_strings":["University of Bern,Institute of Computer Science,Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Bern,Institute of Computer Science,Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067895175","display_name":"Antonio Di Maio","orcid":"https://orcid.org/0000-0001-8495-8926"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antonio Di Maio","raw_affiliation_strings":["University of Bern,Institute of Computer Science,Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Bern,Institute of Computer Science,Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087658596","display_name":"Torsten Braun","orcid":"https://orcid.org/0000-0001-5968-7108"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Torsten Braun","raw_affiliation_strings":["University of Bern,Institute of Computer Science,Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Bern,Institute of Computer Science,Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055133135"],"corresponding_institution_ids":["https://openalex.org/I118564535"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0974051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.961899995803833,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.961899995803833,"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":0.9348000288009644,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9289000034332275,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.6779735088348389},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6322834491729736},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.44511187076568604},{"id":"https://openalex.org/keywords/admission-control","display_name":"Admission control","score":0.4221530854701996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3250012993812561},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19864815473556519},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.10688936710357666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779735088348389},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6322834491729736},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.44511187076568604},{"id":"https://openalex.org/C2778234956","wikidata":"https://www.wikidata.org/wiki/Q4683813","display_name":"Admission control","level":3,"score":0.4221530854701996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3250012993812561},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19864815473556519},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.10688936710357666}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/noms59830.2024.10575766","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/noms59830.2024.10575766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:boris.unibe.ch:199022","is_oa":false,"landing_page_url":"https://boris.unibe.ch/199022/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ajayi, Jesutofunmi; Di Maio, Antonio; Braun, Torsten (7 May 2024). Drift-Aware Policy Selection for Slice Admission Control. In: IEEE/IFIP Network Operations and Management Symposium. IEEE 10.1109/NOMS59830.2024.10575766 &lt;http://dx.doi.org/10.1109/NOMS59830.2024.10575766&gt;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W157259654","https://openalex.org/W1594223874","https://openalex.org/W2168405694","https://openalex.org/W2744184417","https://openalex.org/W2798019336","https://openalex.org/W2898017895","https://openalex.org/W2914808220","https://openalex.org/W2969817244","https://openalex.org/W3001402560","https://openalex.org/W3042593295","https://openalex.org/W3049670232","https://openalex.org/W3107428192","https://openalex.org/W3135815554","https://openalex.org/W3183970904","https://openalex.org/W3198253960","https://openalex.org/W3203379892","https://openalex.org/W4200120397","https://openalex.org/W4206953219","https://openalex.org/W4211241127","https://openalex.org/W4226024264","https://openalex.org/W4280559110","https://openalex.org/W4281739120","https://openalex.org/W4283211712","https://openalex.org/W4287367668","https://openalex.org/W4293731563","https://openalex.org/W4312726911","https://openalex.org/W4315606074","https://openalex.org/W4327767816","https://openalex.org/W4377000500","https://openalex.org/W4388085101","https://openalex.org/W4402775845","https://openalex.org/W6680650313","https://openalex.org/W6750127495","https://openalex.org/W6838861678","https://openalex.org/W6856231482"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Fifth-generation":[0],"(5G)":[1],"mobile":[2,48,63],"networks":[3],"are":[4],"expected":[5],"to":[6,76,169],"support":[7],"the":[8,23,26,30,37,47,56,69,86,122,136,147,155,180,184],"dynamic":[9],"provisioning":[10],"of":[11,16,29,39,88,124,139,149,154],"services":[12],"with":[13],"heterogeneous":[14],"Quality":[15],"Service":[17],"requirements":[18,28],"through":[19],"Network":[20,33,41,90,140],"Slicing.":[21],"However,":[22],"uncertainty":[24],"in":[25,61,71,135,152,158],"resource":[27,165],"tenant\u2019s":[31],"future":[32],"Slice":[34,57,91,126,141],"Requests":[35,92],"raises":[36],"problem":[38,60,97],"how":[40],"Slices":[42],"can":[43],"be":[44],"admitted":[45],"onto":[46],"network":[49],"infrastructure.":[50],"To":[51],"address":[52],"this,":[53],"we":[54,66,108,178],"investigate":[55],"Admission":[58,79,127],"Control":[59,80,128],"virtualization-enabled":[62],"networks.":[64],"Specifically,":[65],"focus":[67],"on":[68,85],"scenario":[70],"which":[72],"a":[73,96,99,110],"controller":[74],"needs":[75],"select":[77],"an":[78],"policy":[81],"(or":[82],"algorithm)":[83],"based":[84],"patterns":[87,138],"previous":[89],"and":[93,120,163,172,175],"formulate":[94],"such":[95],"as":[98],"Multi-Armed":[100],"Bandit":[101],"problem.":[102],"By":[103],"leveraging":[104],"Online":[105],"Learning":[106],"(OL),":[107],"propose":[109],"framework,":[111],"Drift-AwaRe":[112],"upper":[113],"confIdence":[114],"bOund":[115],"(DARIO),":[116],"that":[117,177],"adaptively":[118],"selects":[119],"learns":[121],"performance":[123,148],"online":[125],"(SAC)":[129],"policies":[130],"by":[131],"monitoring":[132],"for":[133,183],"changes":[134],"underlying":[137],"Request":[142],"(NSR)":[143],"features.":[144],"We":[145],"evaluate":[146],"our":[150],"framework":[151],"terms":[153],"relative":[156],"gains":[157],"average":[159,164],"revenue,":[160],"acceptance":[161],"ratio,":[162],"utilization":[166],"when":[167],"compared":[168],"both":[170],"static":[171],"adaptive":[173],"baselines":[174,182],"show":[176],"outperform":[179],"considered":[181,185],"metrics.":[186]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
