{"id":"https://openalex.org/W4400234127","doi":"https://doi.org/10.1109/noms59830.2024.10574985","title":"Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks","display_name":"Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4400234127","doi":"https://doi.org/10.1109/noms59830.2024.10574985"},"language":"en","primary_location":{"id":"doi:10.1109/noms59830.2024.10574985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10574985","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/A5090891231","display_name":"Akhila Rao","orcid":"https://orcid.org/0000-0003-1992-4740"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Akhila Rao","raw_affiliation_strings":["Ericsson Research, Research Area Artificial Intelligence,Sweden"],"affiliations":[{"raw_affiliation_string":"Ericsson Research, Research Area Artificial Intelligence,Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002950608","display_name":"Hassam Riaz","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hassam Riaz","raw_affiliation_strings":["KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081626787","display_name":"Aleksandr Zavodovski","orcid":"https://orcid.org/0000-0002-0268-0295"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Aleksandr Zavodovski","raw_affiliation_strings":["KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017148994","display_name":"Rami Mochaourab","orcid":"https://orcid.org/0000-0003-0995-9835"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rami Mochaourab","raw_affiliation_strings":["Ericsson Research, Research Area Artificial Intelligence,Sweden"],"affiliations":[{"raw_affiliation_string":"Ericsson Research, Research Area Artificial Intelligence,Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077801319","display_name":"Viktor Berggren","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Viktor Berggren","raw_affiliation_strings":["KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023887843","display_name":"Andreas Johnsson","orcid":"https://orcid.org/0000-0003-3743-9431"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Andreas Johnsson","raw_affiliation_strings":["KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Division of Software and Computer Systems,Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090891231"],"corresponding_institution_ids":["https://openalex.org/I1306339040"],"apc_list":null,"apc_paid":null,"fwci":1.3347,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80519425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9765999913215637,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9765999913215637,"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"}},{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.914900004863739,"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":0.7101962566375732},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.50861656665802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7101962566375732},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.50861656665802}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms59830.2024.10574985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10574985","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1686238934","https://openalex.org/W1731081199","https://openalex.org/W2060277733","https://openalex.org/W2165698076","https://openalex.org/W2293127161","https://openalex.org/W2784189955","https://openalex.org/W2809684781","https://openalex.org/W3034842297","https://openalex.org/W3036337021","https://openalex.org/W3127355490","https://openalex.org/W3207670204","https://openalex.org/W3217333272","https://openalex.org/W4210556121","https://openalex.org/W4237266064","https://openalex.org/W4252506956","https://openalex.org/W4286383540","https://openalex.org/W4287847172","https://openalex.org/W4290973890","https://openalex.org/W4312491912","https://openalex.org/W4313591120","https://openalex.org/W4324009307","https://openalex.org/W4381745138","https://openalex.org/W4385569618","https://openalex.org/W4385722530","https://openalex.org/W4392153123","https://openalex.org/W6637618735","https://openalex.org/W6762198246"],"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":{"From":[0],"a":[1,55,87,117,136,149,204],"5G":[2,205],"operator\u2019s":[3],"perspective,":[4],"accurate":[5],"estimates":[6,23],"of":[7,34,106,113,128,157,180],"key":[8],"User":[9],"Equipments":[10],"(UEs)":[11],"performance":[12,44,105,156,175],"metrics,":[13],"especially":[14],"One-Way":[15],"Delay":[16],"(OWD),":[17],"can":[18,24,45,146,166],"provide":[19,172],"valuable":[20],"information.":[21],"These":[22],"trigger":[25],"management":[26],"tasks":[27],"such":[28,40],"as":[29],"reconfiguration":[30],"to":[31,48,52,71,82,94,148,171],"prevent":[32],"violations":[33],"Service":[35],"Level":[36],"Objectives":[37],"(SLOs).":[38],"Moreover,":[39],"insights":[41],"into":[42],"UE":[43],"empower":[46],"applications":[47],"adapt":[49,147,167],"their":[50],"services":[51],"end-users":[53],"in":[54,90,199],"more":[56],"effective":[57],"manner.":[58],"We":[59,98],"use":[60],"advanced":[61],"machine":[62],"learning":[63],"over":[64,86],"data":[65],"gathered":[66],"at":[67],"the":[68,95,100,104,107,111,126,129,155,158,181,185,188,192],"base":[69],"stations":[70],"predict":[72,83],"OWD":[73,84,108,173],"from":[74],"UEs":[75],"and":[76,110,134,187],"show":[77,163],"that":[78,145,164],"we":[79,124,165],"are":[80,191],"able":[81],"with":[85],"2\u00d7":[88],"reduction":[89],"percentage":[91,178],"error":[92],"compared":[93],"considered":[96],"baseline.":[97],"discover":[99],"close":[101],"coupling":[102],"between":[103],"model":[109,118,170],"type":[112],"UE,":[114],"which":[115],"poses":[116],"generalization":[119],"challenge.":[120],"Addressing":[121],"this":[122],"problem,":[123],"demonstrate":[125],"shortcomings":[127],"commonly":[130],"used":[131],"fine-tuning":[132],"approach":[133],"develop":[135],"novel":[137],"method":[138],"based":[139],"on":[140,154],"domain":[141,151],"adversarial":[142],"neural":[143],"networks,":[144],"target":[150,189],"without":[152],"compromising":[153],"source":[159,169,186],"domain.":[160],"Our":[161],"results":[162],"our":[168,195],"prediction":[174],"within":[176,203],"1-4":[177],"points":[179],"ideal":[182],"scenario":[183],"when":[184],"domains":[190],"same.":[193],"Also,":[194],"work":[196],"is":[197],"grounded":[198],"empirical":[200],"experiments":[201],"conducted":[202],"testbed,":[206],"using":[207],"commercially":[208],"available":[209],"hardware.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}