{"id":"https://openalex.org/W2606683143","doi":"https://doi.org/10.1587/transcom.2017ebp3014","title":"Forecasting Network Traffic at Large Time Scales by Using Dual-Related Method","display_name":"Forecasting Network Traffic at Large Time Scales by Using Dual-Related Method","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2606683143","doi":"https://doi.org/10.1587/transcom.2017ebp3014","mag":"2606683143"},"language":"en","primary_location":{"id":"doi:10.1587/transcom.2017ebp3014","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transcom.2017ebp3014","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","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/A5102824363","display_name":"Liangrui Tang","orcid":"https://orcid.org/0009-0002-5159-7831"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4210109800","display_name":"Primary Source","ror":"https://ror.org/01x3s6v81","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210109800"]},{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":null,"type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Liangrui TANG","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, NCEPU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, NCEPU","institution_ids":["https://openalex.org/I4210109800","https://openalex.org/I153473198","https://openalex.org/I4391767892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102783734","display_name":"Shiyu Ji","orcid":"https://orcid.org/0009-0001-2300-2012"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4210109800","display_name":"Primary Source","ror":"https://ror.org/01x3s6v81","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210109800"]},{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":null,"type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shiyu JI","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, NCEPU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, NCEPU","institution_ids":["https://openalex.org/I4210109800","https://openalex.org/I153473198","https://openalex.org/I4391767892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010148712","display_name":"Shimo Du","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shimo DU","raw_affiliation_strings":["Zhe Jiang Branch, China Mobile Communication Group Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhe Jiang Branch, China Mobile Communication Group Ltd","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101598967","display_name":"Yun Ren","orcid":"https://orcid.org/0000-0002-8979-119X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun REN","raw_affiliation_strings":["Ningbo Division, State Grid Zhejiang Electric Power Company"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo Division, State Grid Zhejiang Electric Power Company","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069512988","display_name":"Runze Wu","orcid":"https://orcid.org/0000-0002-6986-5825"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4210109800","display_name":"Primary Source","ror":"https://ror.org/01x3s6v81","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210109800"]},{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":null,"type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Runze WU","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, NCEPU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, NCEPU","institution_ids":["https://openalex.org/I4210109800","https://openalex.org/I153473198","https://openalex.org/I4391767892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101894163","display_name":"Xin Wu","orcid":"https://orcid.org/0000-0002-1478-1114"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin WU","raw_affiliation_strings":["School of Electrical and Electronic Engineering, NCEPU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, NCEPU","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03952913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E100.B","issue":"11","first_page":"2049","last_page":"2059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8654060363769531},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.7490289807319641},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5243231058120728},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.4957633912563324},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40456467866897583},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.2553628981113434},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.1378193497657776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8654060363769531},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7490289807319641},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5243231058120728},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.4957633912563324},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40456467866897583},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2553628981113434},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.1378193497657776},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transcom.2017ebp3014","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transcom.2017ebp3014","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1021545722","https://openalex.org/W1901113234","https://openalex.org/W1964447431","https://openalex.org/W1996102080","https://openalex.org/W2031627503","https://openalex.org/W2040047027","https://openalex.org/W2044020509","https://openalex.org/W2059178517","https://openalex.org/W2086926088","https://openalex.org/W2095576049","https://openalex.org/W2098291789","https://openalex.org/W2135796757","https://openalex.org/W2152331897","https://openalex.org/W2162896273","https://openalex.org/W2168534065","https://openalex.org/W2274197384","https://openalex.org/W2293689143","https://openalex.org/W2535119999","https://openalex.org/W2535394993","https://openalex.org/W3115410178","https://openalex.org/W4253230560"],"related_works":["https://openalex.org/W2374980776","https://openalex.org/W2382692540","https://openalex.org/W2385916660","https://openalex.org/W1963878606","https://openalex.org/W3195411348","https://openalex.org/W2378981629","https://openalex.org/W1993870076","https://openalex.org/W2392968384","https://openalex.org/W2386286405","https://openalex.org/W2384284367"],"abstract_inverted_index":{"Network":[0],"traffic":[1,35,52,94,107],"forecasts,":[2],"as":[3],"it":[4],"is":[5,101,109,121],"well":[6],"known,":[7],"can":[8],"be":[9],"useful":[10],"for":[11,106],"network":[12],"resource":[13],"optimization.":[14],"In":[15],"order":[16],"to":[17,46,78],"minimize":[18],"the":[19,32,73,87,97,104,118],"forecast":[20],"error":[21,127],"by":[22,50],"maximizing":[23],"information":[24],"utilization":[25],"with":[26,86],"low":[27],"complexity,":[28],"this":[29],"paper":[30],"concerns":[31],"difference":[33],"of":[34,72,89],"trends":[36,53,75],"at":[37],"large":[38],"time":[39],"scales":[40],"and":[41,62,92],"fits":[42],"a":[43,83],"dual-related":[44,98],"model":[45,113,120],"predict":[47],"it.":[48],"First,":[49],"analyzing":[51],"based":[54,69,111],"on":[55,70,112],"user":[56],"behavior,":[57],"we":[58],"find":[59],"both":[60,90],"hour-to-hour":[61],"day-to-day":[63],"patterns,":[64,95],"which":[65],"means":[66],"that":[67],"models":[68],"either":[71],"single":[74],"are":[76],"unable":[77],"offer":[79],"precise":[80],"predictions.":[81],"Then,":[82],"prediction":[84],"method":[85],"consideration":[88],"daily":[91],"hourly":[93],"called":[96],"forecasting":[99,126],"method,":[100],"proposed.":[102],"Finally,":[103],"correlation":[105],"data":[108],"analyzed":[110],"parameters.":[114],"Simulation":[115],"results":[116],"demonstrate":[117],"proposed":[119],"more":[122],"effective":[123],"in":[124],"reducing":[125],"than":[128],"other":[129],"models.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}