{"id":"https://openalex.org/W1566674360","doi":"https://doi.org/10.1109/mnet.2015.7166196","title":"Network traffic modeling for load prediction: a user-centric approach","display_name":"Network traffic modeling for load prediction: a user-centric approach","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1566674360","doi":"https://doi.org/10.1109/mnet.2015.7166196","mag":"1566674360"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2015.7166196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2015.7166196","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5031042800","display_name":"Ale\u0161 \u0160vigelj","orcid":"https://orcid.org/0000-0002-5155-7672"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Ales Svigelj","raw_affiliation_strings":["Univerza v Ljubljani, Ljubljana, SI","Jozef Stefan Institute and the Josef Stefan International Graduate School"],"affiliations":[{"raw_affiliation_string":"Univerza v Ljubljani, Ljubljana, SI","institution_ids":["https://openalex.org/I153976015"]},{"raw_affiliation_string":"Jozef Stefan Institute and the Josef Stefan International Graduate School","institution_ids":["https://openalex.org/I4210113529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048507740","display_name":"Radovan Sernec","orcid":null},"institutions":[{"id":"https://openalex.org/I2799469039","display_name":"Telekom Slovenije (Slovenia)","ror":"https://ror.org/0159gyh21","country_code":"SI","type":"company","lineage":["https://openalex.org/I2799469039"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Radovan Sernec","raw_affiliation_strings":["Radovan Sernec is with Telekom Slovenije","Telekom Slovenije"],"affiliations":[{"raw_affiliation_string":"Radovan Sernec is with Telekom Slovenije","institution_ids":["https://openalex.org/I2799469039"]},{"raw_affiliation_string":"Telekom Slovenije","institution_ids":["https://openalex.org/I2799469039"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040857133","display_name":"Kemal Ali\u010d","orcid":"https://orcid.org/0000-0001-5672-0494"},"institutions":[{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Kemal Alic","raw_affiliation_strings":["Jozef Stefan Institute, Josef Stefan International Graduate School","Jozef Stefan Institute and the Josef Stefan International Graduate School"],"affiliations":[{"raw_affiliation_string":"Jozef Stefan Institute, Josef Stefan International Graduate School","institution_ids":["https://openalex.org/I4210113529"]},{"raw_affiliation_string":"Jozef Stefan Institute and the Josef Stefan International Graduate School","institution_ids":["https://openalex.org/I4210113529"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031042800"],"corresponding_institution_ids":["https://openalex.org/I153976015","https://openalex.org/I4210113529"],"apc_list":null,"apc_paid":null,"fwci":0.9985,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.78400948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":"4","first_page":"88","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9993000030517578,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9993000030517578,"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":0.9980000257492065,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7757375240325928},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5690391659736633},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5551274418830872},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5271603465080261},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5252506136894226},{"id":"https://openalex.org/keywords/telecommunications-service","display_name":"Telecommunications service","score":0.4916229844093323},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45834657549858093},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4427628517150879},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.43721187114715576},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.43330973386764526},{"id":"https://openalex.org/keywords/network-resource-planning","display_name":"Network resource planning","score":0.410788357257843},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4041410982608795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7757375240325928},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5690391659736633},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5551274418830872},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5271603465080261},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5252506136894226},{"id":"https://openalex.org/C33271190","wikidata":"https://www.wikidata.org/wiki/Q3467747","display_name":"Telecommunications service","level":2,"score":0.4916229844093323},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45834657549858093},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4427628517150879},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.43721187114715576},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.43330973386764526},{"id":"https://openalex.org/C18645856","wikidata":"https://www.wikidata.org/wiki/Q7001179","display_name":"Network resource planning","level":3,"score":0.410788357257843},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4041410982608795},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2015.7166196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2015.7166196","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1969257906","https://openalex.org/W1976790773","https://openalex.org/W2034023843","https://openalex.org/W2055634295","https://openalex.org/W2085619266","https://openalex.org/W2086323652","https://openalex.org/W2117368434","https://openalex.org/W2136896745","https://openalex.org/W2148642667","https://openalex.org/W2168066902","https://openalex.org/W6682015413"],"related_works":["https://openalex.org/W1489044973","https://openalex.org/W1597368855","https://openalex.org/W4206914207","https://openalex.org/W2363656880","https://openalex.org/W2055766740","https://openalex.org/W2263742720","https://openalex.org/W4321636663","https://openalex.org/W2486633975","https://openalex.org/W2352166643","https://openalex.org/W2360642820"],"abstract_inverted_index":{"Nowadays,":[0],"networks":[1],"have":[2],"to":[3,6,15,20,31,47],"be":[4],"able":[5],"cope":[7],"with":[8],"ever":[9],"increasing":[10],"traffic":[11,51],"demands":[12],"in":[13,29,59,143,154],"order":[14,30],"deliver":[16],"the":[17,60,70,87,102,127,130,140,144,148,155,159],"desired":[18],"quality":[19],"end":[21,88],"users.":[22],"Thus,":[23],"proper":[24],"network":[25,48,105],"planning":[26,66],"is":[27,84,151],"essential":[28],"preserve":[32],"telecom":[33,73],"revenues":[34],"by":[35],"reduced":[36],"income":[37],"per":[38],"bandwidth":[39],"unit.":[40],"This":[41],"article":[42],"addresses":[43],"a":[44],"user-centric":[45],"approach":[46,83,119,150],"and":[49,57,65,75,90,112],"user":[50,92],"modeling":[52],"that":[53,95,125],"has":[54,120],"been":[55,121],"validated":[56],"used":[58,152],"process":[61,156],"of":[62,107,157],"introducing,":[63],"optimizing,":[64],"new":[67],"services":[68],"at":[69],"Slovenian":[71],"national":[72],"operator":[74],"service":[76],"provider,":[77],"Telekom":[78],"Slovenije":[79],"d.d.":[80],"The":[81,117],"proposed":[82,118,149],"based":[85],"on":[86,98],"users":[89],"their":[91],"group":[93],"profiles":[94],"are":[96],"founded":[97],"real":[99],"measurements":[100],"from":[101,139],"observed":[103,128],"telecommunication":[104],"consisting":[106],"more":[108,113],"than":[109,114,136],"1000":[110],"MSANs":[111],"300,000":[115],"subscribers.":[116],"successfully":[122,153],"validated,":[123],"showing":[124],"for":[126],"period":[129],"modeled":[131],"link":[132],"load":[133],"deviates":[134],"less":[135],"5":[137],"percent":[138],"measurements.":[141],"Furthermore,":[142],"presented":[145],"case":[146],"study":[147],"introducing":[158],"Fast":[160],"Channel":[161],"Change":[162],"service.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}