{"id":"https://openalex.org/W1972570710","doi":"https://doi.org/10.1109/mmsp.2013.6659268","title":"Multi-step-ahead prediction of IP packet delay variation based on a GARCH model","display_name":"Multi-step-ahead prediction of IP packet delay variation based on a GARCH model","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W1972570710","doi":"https://doi.org/10.1109/mmsp.2013.6659268","mag":"1972570710"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2013.6659268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2013.6659268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP)","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/A5043622741","display_name":"Takashi Oshiba","orcid":"https://orcid.org/0000-0002-7510-3894"},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Oshiba","raw_affiliation_strings":["NEC Corporation, Cloud System Research Laboratories, Japan","Cloud Syst. Res. Labs., NEC Corp., Kawasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Corporation, Cloud System Research Laboratories, Japan","institution_ids":["https://openalex.org/I118347220"]},{"raw_affiliation_string":"Cloud Syst. Res. Labs., NEC Corp., Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102135628","display_name":"Kazuaki Nakajima","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuaki Nakajima","raw_affiliation_strings":["NEC Corporation, Cloud System Research Laboratories, Japan","Cloud Syst. Res. Labs., NEC Corp., Kawasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Corporation, Cloud System Research Laboratories, Japan","institution_ids":["https://openalex.org/I118347220"]},{"raw_affiliation_string":"Cloud Syst. Res. Labs., NEC Corp., Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118347220"],"apc_list":null,"apc_paid":null,"fwci":0.3774,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64249721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"081","last_page":"086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9979000091552734,"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":0.9979000091552734,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9958999752998352,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9922999739646912,"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/variation","display_name":"Variation (astronomy)","score":0.76189124584198},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.6977348327636719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259933710098267},{"id":"https://openalex.org/keywords/autoregressive-conditional-heteroskedasticity","display_name":"Autoregressive conditional heteroskedasticity","score":0.5188597440719604},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.5158609747886658},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4685066044330597},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.41475000977516174},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14959612488746643},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1347595751285553},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1145591139793396}],"concepts":[{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.76189124584198},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.6977348327636719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259933710098267},{"id":"https://openalex.org/C23922673","wikidata":"https://www.wikidata.org/wiki/Q180752","display_name":"Autoregressive conditional heteroskedasticity","level":3,"score":0.5188597440719604},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.5158609747886658},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4685066044330597},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.41475000977516174},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14959612488746643},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1347595751285553},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1145591139793396},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmsp.2013.6659268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2013.6659268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1501633087","https://openalex.org/W1601526042","https://openalex.org/W1817407785","https://openalex.org/W1840304022","https://openalex.org/W1840736971","https://openalex.org/W1982226541","https://openalex.org/W1999996900","https://openalex.org/W2010670047","https://openalex.org/W2056035392","https://openalex.org/W2058915608","https://openalex.org/W2062207403","https://openalex.org/W2097500338","https://openalex.org/W2099040451","https://openalex.org/W2102198612","https://openalex.org/W2105937728","https://openalex.org/W2106453017","https://openalex.org/W2113114423","https://openalex.org/W2117829824","https://openalex.org/W2124156658","https://openalex.org/W2124478678","https://openalex.org/W2128271981","https://openalex.org/W2130297318","https://openalex.org/W2130598176","https://openalex.org/W2139092833","https://openalex.org/W2142234871","https://openalex.org/W2142935502","https://openalex.org/W2148752486","https://openalex.org/W2151452790","https://openalex.org/W2152617314","https://openalex.org/W2153486199","https://openalex.org/W2164513709","https://openalex.org/W2274197384","https://openalex.org/W3001942212","https://openalex.org/W3122175640","https://openalex.org/W4230253403","https://openalex.org/W6630003010","https://openalex.org/W6638839581","https://openalex.org/W6665875205","https://openalex.org/W6676863997","https://openalex.org/W6679280863"],"related_works":["https://openalex.org/W2121182846","https://openalex.org/W2315668284","https://openalex.org/W2155789024","https://openalex.org/W2109491806","https://openalex.org/W3213608175","https://openalex.org/W2058044441","https://openalex.org/W3117675750","https://openalex.org/W2141743053","https://openalex.org/W4386802740","https://openalex.org/W1986811129"],"abstract_inverted_index":{"We":[0],"propose":[1],"JitSeer,":[2,19],"a":[3,49,85,90],"long":[4],"horizon":[5],"prediction":[6,123,135],"method":[7],"for":[8,137],"the":[9,31,42,53,79,100,105,108,122,138],"delay":[10,27,80,111],"variation":[11,32,43,81],"of":[12,33,44,102,125,131],"IP":[13],"packets;":[14],"i.e.,":[15],"jitter.":[16],"In":[17],"designing":[18],"we":[20],"directed":[21],"our":[22],"attention":[23],"to":[24,98],"similarities":[25,54],"between":[26],"variation,":[28],"which":[29,40,88],"is":[30,41,82,89,127,142],"one-way":[34],"delay,":[35],"and":[36,61,146],"volatility":[37],"in":[38,69,96],"finance,":[39],"financial":[45],"asset":[46],"return.":[47],"From":[48],"time":[50,91],"series":[51,92],"view,":[52],"are":[55],"that":[56,121,130],"both":[57],"vary":[58],"over":[59,144,148],"time,":[60],"during":[62],"some":[63],"periods":[64,71],"they":[65,72],"swing":[66],"quickly":[67],"while":[68],"other":[70],"stay":[73],"calm.":[74],"Based":[75],"on":[76],"these":[77],"similarities,":[78],"modelled":[83],"with":[84],"GARCH":[86],"model,":[87],"model":[93,106],"originally":[94],"developed":[95],"econometrics":[97],"capture":[99],"dynamics":[101],"volatility.":[103],"Then":[104],"predicts":[107],"future":[109],"multi-step-ahead":[110],"variation.":[112],"Experimental":[113],"results":[114],"obtained":[115],"from":[116],"operational":[117],"mobile":[118],"networks":[119],"show":[120],"accuracy":[124,136],"JitSeer":[126],"better":[128],"than":[129],"conventional":[132],"methods;":[133],"its":[134],"next":[139],"10":[140],"seconds":[141],"74%":[143],"3G":[145],"88%":[147],"LTE.":[149]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
