{"id":"https://openalex.org/W2017807084","doi":"https://doi.org/10.1109/mcom.2014.6829969","title":"The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice","display_name":"The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2017807084","doi":"https://doi.org/10.1109/mcom.2014.6829969","mag":"2017807084"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2014.6829969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2014.6829969","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-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/A5014842979","display_name":"Rongpeng Li","orcid":"https://orcid.org/0000-0003-4297-5060"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongpeng Li","raw_affiliation_strings":["Zhejiang University","Zhejiang, University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang, University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036831868","display_name":"Zhifeng Zhao","orcid":"https://orcid.org/0000-0002-5479-7890"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Zhao","raw_affiliation_strings":["Zhejiang University","Zhejiang, University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang, University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057214714","display_name":"Xuan Zhou","orcid":"https://orcid.org/0000-0002-3022-4430"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Zhou","raw_affiliation_strings":["Zhejiang University","Zhejiang, University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang, University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113695978","display_name":"Jacques Palicot","orcid":null},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Palicot","raw_affiliation_strings":["Supelec IETR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supelec IETR","institution_ids":["https://openalex.org/I102475099","https://openalex.org/I4210100151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100626780","display_name":"Honggang Zhang","orcid":"https://orcid.org/0000-0003-1492-1364"},"institutions":[{"id":"https://openalex.org/I126425946","display_name":"Universit\u00e9 Europ\u00e9enne de Bretagne","ror":"https://ror.org/033c46s90","country_code":"FR","type":"education","lineage":["https://openalex.org/I126425946"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Honggang Zhang","raw_affiliation_strings":["Universite Europeenne de Bretagne (UEB) & Sup\u00e9lec","Universite Europeenne de Bretagne (UEB) & Supelec"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Europeenne de Bretagne (UEB) & Sup\u00e9lec","institution_ids":["https://openalex.org/I126425946"]},{"raw_affiliation_string":"Universite Europeenne de Bretagne (UEB) & Supelec","institution_ids":["https://openalex.org/I126425946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.0994,"has_fulltext":false,"cited_by_count":122,"citation_normalized_percentile":{"value":0.98337482,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"52","issue":"6","first_page":"234","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.9983000159263611,"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/predictability","display_name":"Predictability","score":0.7043031454086304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6995605826377869},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6478580236434937},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.5246456265449524},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5171658396720886},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5016384124755859},{"id":"https://openalex.org/keywords/software-defined-radio","display_name":"Software-defined radio","score":0.48374176025390625},{"id":"https://openalex.org/keywords/broadband","display_name":"Broadband","score":0.47877538204193115},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.448001503944397},{"id":"https://openalex.org/keywords/broadband-networks","display_name":"Broadband networks","score":0.4116184711456299},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3120439946651459},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2990592122077942},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1822279989719391}],"concepts":[{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.7043031454086304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995605826377869},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6478580236434937},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.5246456265449524},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5171658396720886},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5016384124755859},{"id":"https://openalex.org/C171115542","wikidata":"https://www.wikidata.org/wiki/Q1331892","display_name":"Software-defined radio","level":2,"score":0.48374176025390625},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.47877538204193115},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.448001503944397},{"id":"https://openalex.org/C125599584","wikidata":"https://www.wikidata.org/wiki/Q15057100","display_name":"Broadband networks","level":3,"score":0.4116184711456299},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3120439946651459},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2990592122077942},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1822279989719391},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.2014.6829969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2014.6829969","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01073344v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-01073344","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Communications Magazine, 2014, 52 (6), pp.234-240. &#x27E8;10.1109/MCOM.2014.6829969&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1767592505","https://openalex.org/W1988470477","https://openalex.org/W2035074976","https://openalex.org/W2055124819","https://openalex.org/W2106247775","https://openalex.org/W2111804884","https://openalex.org/W2135750899","https://openalex.org/W2137655008","https://openalex.org/W2144190599","https://openalex.org/W2146616964","https://openalex.org/W2150093579","https://openalex.org/W2151062451","https://openalex.org/W2155303957","https://openalex.org/W2296616510","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W4304620183","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W2913177154","https://openalex.org/W4237782192","https://openalex.org/W4235131201"],"abstract_inverted_index":{"Although":[0],"the":[1,34,66,72,89,96,101,121],"research":[2],"on":[3,17,26],"traffic":[4,67,90,126],"prediction":[5,98],"is":[6,42],"an":[7,43],"established":[8],"field,":[9],"most":[10],"existing":[11],"works":[12],"have":[13],"been":[14],"carried":[15],"out":[16],"traditional":[18],"wired":[19],"broadband":[20],"networks":[21,30],"and":[22,70,94,119],"rarely":[23],"shed":[24],"light":[25,78],"cellular":[27,113],"radio":[28,39,114],"access":[29,115],"(CRANs).":[31],"However,":[32],"with":[33,100],"explosively":[35],"growing":[36],"demand":[37],"for":[38,109],"access,":[40],"there":[41],"urgent":[44],"need":[45],"to":[46,55,64,87],"design":[47],"a":[48,58,107,110],"traffic-aware":[49,73],"energy-efficient":[50],"network":[51,116],"architecture.":[52,131],"In":[53,77],"order":[54],"realize":[56],"such":[57],"design,":[59],"it":[60],"becomes":[61],"increasingly":[62],"important":[63],"model":[65],"predictability":[68,91],"theoretically":[69],"discuss":[71],"networking":[74],"practice":[75],"technically.":[76],"of":[79,124],"that":[80],"perspective,":[81],"we":[82],"first":[83],"exploit":[84],"entropy":[85],"theory":[86],"analyze":[88],"in":[92],"CRANs":[93],"demonstrate":[95],"practical":[97],"performance":[99],"state-of-the-art":[102],"methods.":[103],"We":[104],"then":[105],"propose":[106],"blueprint":[108],"traffic-based":[111],"software-defined":[112],"(SDCRAN)":[117],"architecture":[118],"address":[120],"potential":[122],"applications":[123],"predicted":[125],"knowledge":[127],"into":[128],"this":[129],"envisioned":[130]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
