{"id":"https://openalex.org/W1988635448","doi":"https://doi.org/10.1109/glocom.2011.6133742","title":"Predicting ADSL Lines Data Rate Using Neural Network","display_name":"Predicting ADSL Lines Data Rate Using Neural Network","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W1988635448","doi":"https://doi.org/10.1109/glocom.2011.6133742","mag":"1988635448"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2011.6133742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2011.6133742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Global Telecommunications Conference - GLOBECOM 2011","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/A5001383135","display_name":"F. Bota","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"F. Bota","raw_affiliation_strings":["Dipartimento di Elettronica, Politecnico di Torino, Italy","Dip. di Elettron., Politec. di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dip. di Elettron., Politec. di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033658187","display_name":"Faheem Yar Khuhawar","orcid":"https://orcid.org/0000-0001-6743-8080"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Khuhawar","raw_affiliation_strings":["Dipartimento di Elettronica, Politecnico di Torino, Italy","Dip. di Elettron., Politec. di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dip. di Elettron., Politec. di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060087704","display_name":"Marco Mellia","orcid":"https://orcid.org/0000-0003-1859-6693"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Mellia","raw_affiliation_strings":["Dipartimento di Elettronica, Politecnico di Torino, Italy","Dip. di Elettron., Politec. di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dip. di Elettron., Politec. di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040690637","display_name":"Maurizio Matteo Munaf\u00f2","orcid":"https://orcid.org/0000-0002-4884-7310"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. M. Munafo","raw_affiliation_strings":["Dipartimento di Elettronica, Politecnico di Torino, Italy","Dip. di Elettron., Politec. di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dip. di Elettron., Politec. di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001383135"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.2699,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59648327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9958000183105469,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9958000183105469,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/asymmetric-digital-subscriber-line","display_name":"Asymmetric digital subscriber line","score":0.9963147044181824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7274347543716431},{"id":"https://openalex.org/keywords/digital-subscriber-line","display_name":"Digital subscriber line","score":0.7216683030128479},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6076501607894897},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5568737983703613},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5469375848770142},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49983763694763184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1273796260356903},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08260297775268555}],"concepts":[{"id":"https://openalex.org/C183512234","wikidata":"https://www.wikidata.org/wiki/Q161618","display_name":"Asymmetric digital subscriber line","level":3,"score":0.9963147044181824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274347543716431},{"id":"https://openalex.org/C201374245","wikidata":"https://www.wikidata.org/wiki/Q104534","display_name":"Digital subscriber line","level":2,"score":0.7216683030128479},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6076501607894897},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5568737983703613},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5469375848770142},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49983763694763184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1273796260356903},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08260297775268555}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2011.6133742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2011.6133742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Global Telecommunications Conference - GLOBECOM 2011","raw_type":"proceedings-article"},{"id":"pmh:oai:porto.polito.it:2495557","is_oa":false,"landing_page_url":"http://porto.polito.it/2495557/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W418541444","https://openalex.org/W2013862051","https://openalex.org/W2042932399","https://openalex.org/W2061109653","https://openalex.org/W2087862133","https://openalex.org/W2096197325","https://openalex.org/W2119104956","https://openalex.org/W2147234763","https://openalex.org/W2160184147","https://openalex.org/W6674153232"],"related_works":["https://openalex.org/W136614221","https://openalex.org/W1015892807","https://openalex.org/W2145231893","https://openalex.org/W2382243467","https://openalex.org/W1483397378","https://openalex.org/W1565888196","https://openalex.org/W2081880025","https://openalex.org/W2006166111","https://openalex.org/W2382372540","https://openalex.org/W2889777786"],"abstract_inverted_index":{"Asymmetric":[0],"Digital":[1],"Subscriber":[2],"Line":[3],"-":[4,6],"ADSL":[5,39,63,94,114],"technology":[7],"is":[8,50,120],"the":[9,14,24,37,44,69,73,91,97,124,134],"preferred":[10],"high-speed":[11],"access":[12],"to":[13,18,67,110,122,128,132],"Internet,":[15],"offering":[16],"up":[17],"24Mb/s":[19],"on":[20],"downlink":[21],"channels.":[22],"Exploiting":[23],"copper":[25],"media":[26],"already":[27],"deployed":[28],"by":[29,77],"Telecom":[30],"Operators,":[31],"physical":[32,74],"link":[33],"quality":[34],"often":[35,51],"limits":[36],"maximum":[38],"data":[40],"rate,":[41],"so":[42],"that":[43,105],"actual":[45],"bitrate":[46,71],"of":[47,61,93,100],"a":[48,58,82],"line":[49],"unpredictable.":[52],"In":[53],"this":[54],"work,":[55],"we":[56,87],"analyze":[57],"large":[59],"set":[60],"end-users'":[62,113],"links,":[64],"and":[65,127],"try":[66],"correlate":[68],"effective":[70],"with":[72],"measurements":[75],"exposed":[76],"network":[78],"devices.":[79],"By":[80],"exploiting":[81],"Neural":[83],"Network":[84],"(NN)":[85],"predictor,":[86],"acquire":[88],"knowledge":[89],"about":[90],"behavior":[92],"lines":[95,131],"from":[96],"huge":[98],"amount":[99],"measured":[101],"data.":[102],"We":[103],"show":[104],"NNs":[106],"are":[107],"good":[108],"tools":[109],"automatically":[111],"predict":[112],"available":[115],"bandwidth.":[116],"However":[117],"some":[118],"ingenuity":[119],"required":[121],"guide":[123],"learning":[125],"phase":[126],"avoid":[129],"misbehaving":[130],"fool":[133],"NN":[135],"prediction.":[136]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}