{"id":"https://openalex.org/W4385655876","doi":"https://doi.org/10.1109/icton59386.2023.10207222","title":"Application of Linear Regression in Latency Estimation in Packet-Switched 5G xHaul Networks","display_name":"Application of Linear Regression in Latency Estimation in Packet-Switched 5G xHaul Networks","publication_year":2023,"publication_date":"2023-07-02","ids":{"openalex":"https://openalex.org/W4385655876","doi":"https://doi.org/10.1109/icton59386.2023.10207222"},"language":"en","primary_location":{"id":"doi:10.1109/icton59386.2023.10207222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton59386.2023.10207222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 23rd International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/c6951a33-b1cb-415d-ace2-ef2557ba57cd/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026706750","display_name":"Miros\u0142aw Klinkowski","orcid":"https://orcid.org/0000-0002-8375-2827"},"institutions":[{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Miros\u0142aw Klinkowski","raw_affiliation_strings":["National Institute of Telecommunications,Warsaw,Poland","National Institute of Telecommunications, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications,Warsaw,Poland","institution_ids":["https://openalex.org/I4210125529"]},{"raw_affiliation_string":"National Institute of Telecommunications, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]}]},{"author_position":"middle","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 (UPC) &#x2013; BarcelonaTech,Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC) &#x2013; BarcelonaTech,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 (UPC) &#x2013; BarcelonaTech,Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC) &#x2013; BarcelonaTech,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026706750"],"corresponding_institution_ids":["https://openalex.org/I4210125529"],"apc_list":null,"apc_paid":null,"fwci":0.7758,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71312855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9979000091552734,"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/T10232","display_name":"Optical Network Technologies","score":0.9979000091552734,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9966999888420105,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9962000250816345,"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":0.7140319347381592},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6154113411903381},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5992385149002075},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5763487219810486},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.41194117069244385},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4117588996887207},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3268893361091614},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2985764741897583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22720766067504883},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2134365737438202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1071382462978363},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10631909966468811}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140319347381592},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6154113411903381},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5992385149002075},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5763487219810486},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.41194117069244385},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4117588996887207},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3268893361091614},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2985764741897583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22720766067504883},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2134365737438202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1071382462978363},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10631909966468811}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icton59386.2023.10207222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton59386.2023.10207222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 23rd International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/400778","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/400778","pdf_url":"https://upcommons.upc.edu/bitstreams/c6951a33-b1cb-415d-ace2-ef2557ba57cd/download","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/400778","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/400778","pdf_url":"https://upcommons.upc.edu/bitstreams/c6951a33-b1cb-415d-ace2-ef2557ba57cd/download","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"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":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1320060331","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/50110001103","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1598597440","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/5011000110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"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/G2969783435","display_name":null,"funder_award_id":"CIN/AEI/10.13039/501100011033","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/G3429648993","display_name":null,"funder_award_id":"PID202","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/G3822485363","display_name":null,"funder_award_id":"2018/31/B/ST7/03456","funder_id":"https://openalex.org/F4320322650","funder_display_name":"Narodowym Centrum Nauki"},{"id":"https://openalex.org/G4126322094","display_name":null,"funder_award_id":"01100011033","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/G661330594","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","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"},{"id":"https://openalex.org/G8260616629","display_name":null,"funder_award_id":"011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8638682022","display_name":null,"funder_award_id":"10.13039/50110001103","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322650","display_name":"Narodowym Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385655876.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2952463837","https://openalex.org/W3048303400","https://openalex.org/W3094471206","https://openalex.org/W3131398753","https://openalex.org/W4247726752","https://openalex.org/W4249867245","https://openalex.org/W4318953910"],"related_works":["https://openalex.org/W63065332","https://openalex.org/W31220157","https://openalex.org/W3093365844","https://openalex.org/W2288557197","https://openalex.org/W4233024177","https://openalex.org/W2983071886","https://openalex.org/W397719029","https://openalex.org/W2775379093","https://openalex.org/W4311364185","https://openalex.org/W2904016984"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"aim":[4],"at":[5],"investigating":[6],"the":[7,39],"applicability":[8],"of":[9,21],"machine":[10],"learning":[11],"(ML),":[12],"namely,":[13],"a":[14,34],"linear":[15],"regression":[16],"(LR)":[17],"model":[18],"for":[19],"estimation":[20],"flows":[22],"latencies":[23],"in":[24,33,37],"packet-switched":[25],"5G":[26],"xHaul":[27],"networks.":[28],"The":[29],"analysis":[30],"is":[31],"performed":[32],"network":[35],"scenario":[36],"which":[38],"switches":[40],"are":[41],"connected":[42],"using":[43],"high-capacity":[44],"fiber":[45],"links.":[46]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
