{"id":"https://openalex.org/W4403182083","doi":"https://doi.org/10.1109/spawc60668.2024.10694025","title":"Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management","display_name":"Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4403182083","doi":"https://doi.org/10.1109/spawc60668.2024.10694025"},"language":"en","primary_location":{"id":"doi:10.1109/spawc60668.2024.10694025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc60668.2024.10694025","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","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/A5081598860","display_name":"Yunchuan Zhang","orcid":"https://orcid.org/0000-0002-5532-602X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunchuan Zhang","raw_affiliation_strings":["King&#x2019;s College,Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King&#x2019;s College,Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118899957","display_name":"Sangwoo Park","orcid":"https://orcid.org/0000-0003-4091-7860"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sangwoo Park","raw_affiliation_strings":["King&#x2019;s College,Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King&#x2019;s College,Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017736224","display_name":"Osvaldo Simeone","orcid":"https://orcid.org/0000-0001-9898-3209"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Osvaldo Simeone","raw_affiliation_strings":["King&#x2019;s College,Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King&#x2019;s College,Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6244,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70929698,"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":"176","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9003999829292297,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9003999829292297,"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/computer-science","display_name":"Computer science","score":0.7104109525680542},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.6254083514213562},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6048532724380493},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5498310923576355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21977725625038147},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.18362078070640564},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1695822775363922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104109525680542},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.6254083514213562},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6048532724380493},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5498310923576355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21977725625038147},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.18362078070640564},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1695822775363922}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spawc60668.2024.10694025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc60668.2024.10694025","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1972777769","https://openalex.org/W2099111195","https://openalex.org/W2339007906","https://openalex.org/W2490662969","https://openalex.org/W2597973158","https://openalex.org/W2885033069","https://openalex.org/W2891171329","https://openalex.org/W3112469981","https://openalex.org/W3116851368","https://openalex.org/W4315926986","https://openalex.org/W4381163449","https://openalex.org/W4403182083","https://openalex.org/W6717697761","https://openalex.org/W6725708968","https://openalex.org/W6734090873","https://openalex.org/W6762863870","https://openalex.org/W6790602717","https://openalex.org/W6845261369"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2381850946","https://openalex.org/W4380449851","https://openalex.org/W3125091513","https://openalex.org/W4318832338","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Radio":[0],"resource":[1,95],"allocation":[2,96],"often":[3],"calls":[4],"for":[5,47],"the":[6,30,76,82,87,116,121],"optimization":[7,20,56,84,122],"of":[8,32,89,130],"black-box":[9],"objective":[10],"functions":[11],"whose":[12],"evaluation":[13],"is":[14],"expensive":[15],"in":[16,109],"real-world":[17],"deployments.":[18],"Conventional":[19],"methods":[21],"apply":[22],"separately":[23],"to":[24,34,74,78,93],"each":[25],"new":[26,67],"system":[27,113],"configuration,":[28],"causing":[29],"number":[31,129],"evaluations":[33],"be":[35],"impractical":[36],"under":[37],"constraints":[38],"on":[39,60,105],"computational":[40],"resources":[41],"or":[42],"timeliness.":[43],"Toward":[44],"a":[45,53,61,100,110,126],"remedy":[46],"this":[48,50],"issue,":[49],"paper":[51],"introduces":[52],"multi-fidelity":[54],"continual":[55],"framework":[57],"that":[58,115],"hinges":[59],"novel":[62],"information-theoretic":[63],"acquisition":[64],"function.":[65],"The":[66],"strategy":[68],"probes":[69],"candidate":[70],"solutions":[71],"so":[72],"as":[73],"balance":[75],"need":[77],"retrieve":[79],"information":[80,91],"about":[81],"current":[83],"task":[85],"with":[86],"goal":[88],"acquiring":[90],"transferable":[92],"future":[94],"tasks,":[97],"while":[98],"satisfying":[99],"query":[101],"budget":[102],"constraint.":[103],"Experiments":[104],"uplink":[106],"power":[107],"control":[108],"multi-cell":[111],"multi-antenna":[112],"demonstrate":[114],"proposed":[117],"method":[118],"substantially":[119],"improves":[120],"efficiency":[123],"after":[124],"processing":[125],"sufficiently":[127],"large":[128],"tasks.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
