{"id":"https://openalex.org/W4285267462","doi":"https://doi.org/10.1109/tnsm.2022.3190059","title":"Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks","display_name":"Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks","publication_year":2022,"publication_date":"2022-07-12","ids":{"openalex":"https://openalex.org/W4285267462","doi":"https://doi.org/10.1109/tnsm.2022.3190059"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2022.3190059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3190059","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/ecad36cf-62f6-4504-91b2-b28c6fae3072","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001712923","display_name":"Ligia Maria Moreira Zorello","orcid":"https://orcid.org/0000-0002-6292-7915"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Ligia Maria Moreira Zorello","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy; Meta Inc, London, U.K"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy; Meta Inc, London, U.K","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076977147","display_name":"Laurens Bliek","orcid":"https://orcid.org/0000-0002-3853-4708"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Laurens Bliek","raw_affiliation_strings":["Department of Industrial Engineering and Innovation Sciences, TU Eindhoven, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Innovation Sciences, TU Eindhoven, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000140450","display_name":"Sebastian Tro\u00eca","orcid":"https://orcid.org/0000-0002-4712-3767"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastian Troia","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041230402","display_name":"Tias Guns","orcid":"https://orcid.org/0000-0002-2156-2155"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I17170469","display_name":"Solvay (Belgium)","ror":"https://ror.org/01g8djv19","country_code":"BE","type":"company","lineage":["https://openalex.org/I17170469"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tias Guns","raw_affiliation_strings":["Economic and Social Sciences & Solvay Business School, Vrije Universiteit Brussel, Brussels, Belgium","Economic and Social Sciences & Solvay Business School, Vrije Universiteit Brussel, Brussels, Belgium; KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Economic and Social Sciences & Solvay Business School, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542","https://openalex.org/I17170469"]},{"raw_affiliation_string":"Economic and Social Sciences & Solvay Business School, Vrije Universiteit Brussel, Brussels, Belgium; KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096","https://openalex.org/I17170469","https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062870071","display_name":"Sicco Verwer","orcid":"https://orcid.org/0000-0002-3682-0962"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sicco Verwer","raw_affiliation_strings":["Faculty of Electrical Engineering, Mathematics and Computer Science, TU Delft, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Mathematics and Computer Science, TU Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103860204","display_name":"Guido Maier","orcid":"https://orcid.org/0000-0001-6103-435X"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Maier","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001712923"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.4617,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60520208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"19","issue":"4","first_page":"5104","last_page":"5119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9994999766349792,"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":0.832735538482666},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5757848620414734},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5184266567230225},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.4882247745990753},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4801170825958252},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4677850008010864},{"id":"https://openalex.org/keywords/baseband","display_name":"Baseband","score":0.4644344747066498},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4534471333026886},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.43727031350135803},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34408265352249146},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3295442461967468},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.327880322933197},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3174518942832947},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.14637097716331482},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12992051243782043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12291821837425232},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.10561099648475647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832735538482666},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5757848620414734},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5184266567230225},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.4882247745990753},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4801170825958252},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4677850008010864},{"id":"https://openalex.org/C65165936","wikidata":"https://www.wikidata.org/wiki/Q575784","display_name":"Baseband","level":3,"score":0.4644344747066498},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4534471333026886},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.43727031350135803},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34408265352249146},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3295442461967468},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.327880322933197},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3174518942832947},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.14637097716331482},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12992051243782043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12291821837425232},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.10561099648475647},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tnsm.2022.3190059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3190059","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/723998","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/723998","pdf_url":"https://lirias.kuleuven.be/retrieve/ecad36cf-62f6-4504-91b2-b28c6fae3072","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ieee Transactions On Network And Service Management, vol. 19 (4), (5104-5119)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/b727ffca-cd8f-4ca6-8c80-dd3c4d877cf2","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/b727ffca-cd8f-4ca6-8c80-dd3c4d877cf2","pdf_url":"https://pure.tue.nl/ws/files/292874122/Baseband_Function_Placement_With_Multi_Task_Traffic_Prediction_for_5G_Radio_Access_Networks.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Moreira Zorello, L M, Bliek, L, Troia, S, Guns, T, Verwer, S & Maier, G 2022, 'Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks', IEEE Transactions on Network and Service Management, vol. 19, no. 4, 9826849, pp. 5104-5119. https://doi.org/10.1109/TNSM.2022.3190059","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:re.public.polimi.it:11311/1219828","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/9826849","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:tudelft.nl:uuid:a48bcbe5-907c-4f4b-b994-8d24345ebc7a","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:a48bcbe5-907c-4f4b-b994-8d24345ebc7a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/b727ffca-cd8f-4ca6-8c80-dd3c4d877cf2","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/b727ffca-cd8f-4ca6-8c80-dd3c4d877cf2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Network and Service Management, 19(4):9826849, 5104 - 5119. Institute of Electrical and Electronics Engineers","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/723998","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/723998","pdf_url":"https://lirias.kuleuven.be/retrieve/ecad36cf-62f6-4504-91b2-b28c6fae3072","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ieee Transactions On Network And Service Management, vol. 19 (4), (5104-5119)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285267462.pdf","grobid_xml":"https://content.openalex.org/works/W4285267462.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1557654162","https://openalex.org/W1987228002","https://openalex.org/W2003021396","https://openalex.org/W2003454866","https://openalex.org/W2064675550","https://openalex.org/W2739804888","https://openalex.org/W2742537553","https://openalex.org/W2786786708","https://openalex.org/W2810125946","https://openalex.org/W2892060892","https://openalex.org/W2895059999","https://openalex.org/W2900065854","https://openalex.org/W2900194769","https://openalex.org/W2905819891","https://openalex.org/W2922728125","https://openalex.org/W2923667431","https://openalex.org/W2925819646","https://openalex.org/W2959465588","https://openalex.org/W2962490504","https://openalex.org/W2973865710","https://openalex.org/W2981682026","https://openalex.org/W2996069867","https://openalex.org/W3005082831","https://openalex.org/W3005777341","https://openalex.org/W3007387755","https://openalex.org/W3024731121","https://openalex.org/W3027678484","https://openalex.org/W3036888413","https://openalex.org/W3040716618","https://openalex.org/W3045872277","https://openalex.org/W3092948180","https://openalex.org/W3095021509","https://openalex.org/W3136203220","https://openalex.org/W3147316842","https://openalex.org/W3198200097","https://openalex.org/W3213098382","https://openalex.org/W4288086393","https://openalex.org/W6631190155","https://openalex.org/W6677088747","https://openalex.org/W6686111453"],"related_works":["https://openalex.org/W2588899857","https://openalex.org/W2238502947","https://openalex.org/W4327983820","https://openalex.org/W2511268924","https://openalex.org/W2791638519","https://openalex.org/W4285278887","https://openalex.org/W2365237642","https://openalex.org/W2995925505","https://openalex.org/W3116484972","https://openalex.org/W2474288807"],"abstract_inverted_index":{"The":[0,153,163,186,239],"5G":[1],"Radio":[2],"Access":[3],"Network":[4],"(RAN)":[5],"virtualization":[6],"aims":[7],"to":[8,71,106,126,194,217,232],"improve":[9],"network":[10,95],"quality":[11],"and":[12,52,143,160,176,191,198,235],"lower":[13],"the":[14,23,28,49,54,63,83,90,94,108,113,124,141,147,166,170,177,180,189,196,201,218,220,225,228,233],"operator\u2019s":[15],"costs.":[16],"One":[17],"of":[18,30,77],"its":[19,41],"main":[20],"features":[21],"is":[22,44,104],"functional":[24],"split,":[25],"i.e.,":[26],"dividing":[27],"instantiation":[29],"RAN":[31],"baseband":[32],"functions":[33],"into":[34],"different":[35],"units":[36],"over":[37],"metro-network":[38],"nodes.":[39],"However,":[40],"optimal":[42],"placement":[43,74,155],"non-trivial:":[45],"it":[46],"depends":[47],"on":[48,53],"application":[50],"requirements":[51],"expected":[55,167],"traffic":[56,79,110,168],"volume,":[57],"whose":[58],"daily":[59],"variation":[60],"highly":[61],"impacts":[62],"total":[64],"power":[65,197,214,229],"consumption.":[66],"Current":[67],"optimization":[68],"solutions":[69],"fail":[70],"provide":[72],"a":[73,134,161,212],"solution":[75],"capable":[76],"handling":[78],"fluctuations.":[80],"In":[81],"fact,":[82],"standard":[84],"machine":[85],"learning":[86],"algorithms":[87],"used":[88],"in":[89,97,100,123,169,179],"literature":[91],"for":[92],"planning":[93],"resources":[96],"advance":[98],"result":[99],"an":[101,119],"allocation":[102],"that":[103,139],"inadequate":[105],"carry":[107],"actual":[109],"at":[111],"all":[112,237],"time-slots.":[114],"Hence,":[115],"we":[116],"must":[117],"reserve":[118],"artificial":[120,148,207],"buffer":[121],"capacity":[122,149,184],"nodes":[125],"ensure":[127],"feasibility.":[128],"Instead,":[129],"our":[130],"proposed":[131],"method":[132],"exploits":[133],"fine-grained":[135,221],"two-step":[136],"multi-task":[137,222],"algorithm":[138],"predicts":[140],"mean":[142,190,234],"quantile":[144,178,192],"traffic,":[145],"making":[146],"no":[150],"longer":[151],"necessary.":[152],"subsequent":[154],"uses":[156],"mixed-integer":[157],"linear":[158],"programming":[159],"heuristic.":[162],"former":[164],"considers":[165],"objective":[171],"function":[172],"(to":[173,182],"estimate":[174],"costs)":[175],"constraints":[181],"enforce":[183],"limits).":[185],"heuristic":[187,240],"combines":[188],"results":[193],"minimize":[195],"comply":[199],"with":[200,211],"requirements.":[202],"While":[203],"using":[204],"sufficiently":[205],"large":[206],"buffers":[208],"guarantees":[209],"robustness":[210],"mild":[213],"increase":[215],"compared":[216,231],"oracle,":[219],"model":[223],"improves":[224],"results,":[226],"reducing":[227],"consumption":[230],"meets":[236],"constraints.":[238],"enables":[241],"significant":[242],"computational":[243],"time":[244],"reduction.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-16T15:07:20.185449","created_date":"2025-10-10T00:00:00"}