{"id":"https://openalex.org/W2972773628","doi":"https://doi.org/10.1109/access.2019.2940435","title":"ARMA-Prediction-Based Online Adaptive Dynamic Resource Allocation in Wireless Virtualized Network","display_name":"ARMA-Prediction-Based Online Adaptive Dynamic Resource Allocation in Wireless Virtualized Network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972773628","doi":"https://doi.org/10.1109/access.2019.2940435","mag":"2972773628"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2940435","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2940435","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08832122.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08832122.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022504089","display_name":"Lun Tang","orcid":"https://orcid.org/0000-0003-0874-5288"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lun Tang","raw_affiliation_strings":["Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103232686","display_name":"Xiaoyu He","orcid":"https://orcid.org/0000-0003-3833-8384"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu He","raw_affiliation_strings":["Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3833-8384","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058447323","display_name":"Xixi Yang","orcid":"https://orcid.org/0000-0003-2479-0935"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xixi Yang","raw_affiliation_strings":["Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-2479-0935","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014962526","display_name":"Yannan Wei","orcid":"https://orcid.org/0000-0002-7614-142X"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yannan Wei","raw_affiliation_strings":["Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7614-142X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077754703","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-5991-7417"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084338675","display_name":"Qianbin Chen","orcid":"https://orcid.org/0000-0001-6868-6860"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianbin Chen","raw_affiliation_strings":["Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-6868-6860","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mobile Communication, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1325,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.88711525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"130438","last_page":"130450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T11158","display_name":"Wireless Networks and Protocols","score":0.9987999796867371,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9968000054359436,"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/computer-science","display_name":"Computer science","score":0.8649285435676575},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6745112538337708},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6538090705871582},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5755307078361511},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5364594459533691},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.5088208317756653},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5062488913536072},{"id":"https://openalex.org/keywords/autoregressive\u2013moving-average-model","display_name":"Autoregressive\u2013moving-average model","score":0.5018861293792725},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4850422739982605},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4627542495727539},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4165210425853729},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4144248068332672},{"id":"https://openalex.org/keywords/reservation","display_name":"Reservation","score":0.41382667422294617},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3994949758052826},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.25293487310409546},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2213423252105713},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.12599340081214905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8649285435676575},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6745112538337708},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6538090705871582},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5755307078361511},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5364594459533691},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.5088208317756653},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5062488913536072},{"id":"https://openalex.org/C74883015","wikidata":"https://www.wikidata.org/wiki/Q290467","display_name":"Autoregressive\u2013moving-average model","level":3,"score":0.5018861293792725},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4850422739982605},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4627542495727539},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4165210425853729},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4144248068332672},{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.41382667422294617},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3994949758052826},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.25293487310409546},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2213423252105713},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.12599340081214905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2940435","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2940435","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08832122.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b00f5680e5cc49378ffaa293b02cb65a","is_oa":true,"landing_page_url":"https://doaj.org/article/b00f5680e5cc49378ffaa293b02cb65a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 130438-130450 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2940435","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2940435","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08832122.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1106293376","display_name":"\u57fa\u4e8e\u591a\u57df\u73af\u5883\u611f\u77e5\u76845G\u7f51\u7edc\u81ea\u7ec4\u7ec7\u673a\u7406\u4e0e\u81ea\u4f18\u5316\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61571073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6712112207","display_name":null,"funder_award_id":"KJZD-M201800601","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972773628.pdf","grobid_xml":"https://content.openalex.org/works/W2972773628.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1536561087","https://openalex.org/W2011581446","https://openalex.org/W2022548606","https://openalex.org/W2023381350","https://openalex.org/W2026478380","https://openalex.org/W2064834381","https://openalex.org/W2080555506","https://openalex.org/W2106247775","https://openalex.org/W2283723402","https://openalex.org/W2288786703","https://openalex.org/W2299961236","https://openalex.org/W2343448572","https://openalex.org/W2344710327","https://openalex.org/W2395403716","https://openalex.org/W2438279438","https://openalex.org/W2468141484","https://openalex.org/W2485276051","https://openalex.org/W2531096775","https://openalex.org/W2565133781","https://openalex.org/W2578279218","https://openalex.org/W2604174486","https://openalex.org/W2605289347","https://openalex.org/W2611818488","https://openalex.org/W2612759037","https://openalex.org/W2735785651","https://openalex.org/W2744008461","https://openalex.org/W2751515019","https://openalex.org/W2792907841","https://openalex.org/W2793451656","https://openalex.org/W2905470813","https://openalex.org/W2962707587","https://openalex.org/W4210869902","https://openalex.org/W6719766597","https://openalex.org/W6986930460"],"related_works":["https://openalex.org/W2379215383","https://openalex.org/W2271928667","https://openalex.org/W246884077","https://openalex.org/W3210156514","https://openalex.org/W2387553833","https://openalex.org/W2131387076","https://openalex.org/W2381833100","https://openalex.org/W907625775","https://openalex.org/W2124749316","https://openalex.org/W2947483497"],"abstract_inverted_index":{"Wireless":[0],"network":[1,18,50,63],"virtualization":[2],"(WNV)":[3],"provides":[4],"a":[5,141],"novel":[6],"paradigm":[7],"shift":[8],"in":[9,34,113,128,193],"the":[10,46,54,105,110,118,129,138,151,159,167,172,195,201],"fifth-generation":[11],"(5G)":[12],"system,":[13],"which":[14,107],"enables":[15],"to":[16,44,103,150],"utilize":[17],"resources":[19,78],"more":[20],"efficiently.":[21],"In":[22],"this":[23],"paper,":[24],"by":[25,117,166,171],"jointly":[26],"considering":[27],"cache":[28,145],"space":[29,146],"and":[30,122,175,199],"time-frequency":[31,177],"resource":[32,86,131,178],"allocation":[33,87],"wireless":[35],"virtualized":[36],"networks,":[37],"we":[38],"first":[39],"formulate":[40],"an":[41,82],"optimization":[42],"programming":[43],"investigate":[45],"minimization":[47],"problem":[48],"of":[49,56,60,71,77,120,144,203],"overheads":[51],"while":[52],"satisfying":[53],"quality":[55],"service":[57],"(QoS)":[58],"requirements":[59],"each":[61],"virtual":[62,72,85,162],"on":[64,93,137],"overflow":[65,168],"probability.":[66],"Then,":[67],"with":[68,89,134],"diverse":[69],"demands":[70],"networks":[73,163],"for":[74],"different":[75],"kinds":[76],"taken":[79],"into":[80],"consideration,":[81],"online":[83],"adaptive":[84],"algorithm":[88],"multiple":[90,135],"time-scales":[91],"based":[92],"auto":[94],"regressive":[95],"moving":[96],"average":[97],"(ARMA)":[98],"prediction":[99,153],"method":[100],"is":[101,147],"proposed":[102,130],"solve":[104],"formulation,":[106],"could":[108],"eliminate":[109],"irrationalities":[111],"existed":[112],"traditional":[114],"approaches":[115],"caused":[116],"uncertainty":[119],"traffic":[121],"information":[123,154],"feedback":[124],"delay.":[125],"More":[126],"specifically,":[127],"scheduling":[132,179],"mechanism":[133],"time-scales,":[136],"one":[139],"hand,":[140,161],"reservation":[142],"strategy":[143],"developed":[148],"according":[149],"ARMA":[152],"under":[155,180],"long":[156],"time-scales.":[157,182],"On":[158],"other":[160],"are":[164],"sorted":[165],"probabilities":[169],"derived":[170],"large-deviation":[173],"principle":[174],"dynamic":[176],"short":[181],"Simulation":[183],"results":[184],"reveal":[185],"that":[186],"our":[187],"proposal":[188],"can":[189],"provide":[190],"tangible":[191],"gains":[192],"reducing":[194],"bit":[196],"loss":[197],"rate":[198],"improving":[200],"utilization":[202],"physical":[204],"resources.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
