{"id":"https://openalex.org/W4366966824","doi":"https://doi.org/10.1109/tnet.2023.3265002","title":"Cost-Effective Traffic Scheduling and Resource Allocation for Edge Service Provisioning","display_name":"Cost-Effective Traffic Scheduling and Resource Allocation for Edge Service Provisioning","publication_year":2023,"publication_date":"2023-04-24","ids":{"openalex":"https://openalex.org/W4366966824","doi":"https://doi.org/10.1109/tnet.2023.3265002"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2023.3265002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2023.3265002","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","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/A5040559321","display_name":"Zhengzhe Xiang","orcid":"https://orcid.org/0000-0003-1133-5722"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengzhe Xiang","raw_affiliation_strings":["School of Computer and Computing Science, Hangzhou City University, Hangzhou, China","Emerging Parallel Computing Center, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1133-5722","affiliations":[{"raw_affiliation_string":"School of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]},{"raw_affiliation_string":"Emerging Parallel Computing Center, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030295721","display_name":"Yuhang Zheng","orcid":"https://orcid.org/0000-0001-9628-1940"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Zheng","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040337525","display_name":"Zengwei Zheng","orcid":"https://orcid.org/0000-0003-0386-6080"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengwei Zheng","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China","School of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0386-6080","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055284175","display_name":"Shuiguang Deng","orcid":"https://orcid.org/0000-0001-5015-6095"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiguang Deng","raw_affiliation_strings":["School of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5015-6095","affiliations":[{"raw_affiliation_string":"School of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039318240","display_name":"Minyi Guo","orcid":"https://orcid.org/0000-0003-0034-2302"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyi Guo","raw_affiliation_strings":["Emerging Parallel Computing Center, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0034-2302","affiliations":[{"raw_affiliation_string":"Emerging Parallel Computing Center, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004847496","display_name":"Schahram Dustdar","orcid":"https://orcid.org/0000-0001-6872-8821"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Schahram Dustdar","raw_affiliation_strings":["Distributed Systems Group, TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0001-6872-8821","affiliations":[{"raw_affiliation_string":"Distributed Systems Group, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7547,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8512427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"31","issue":"6","first_page":"2934","last_page":"2949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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/T10273","display_name":"IoT and Edge/Fog Computing","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/T11478","display_name":"Caching and Content Delivery","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8270171880722046},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7189216613769531},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5958671569824219},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5481042861938477},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.49855470657348633},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4972522556781769},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.4867556095123291},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.46731942892074585},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.45603856444358826},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4512377083301544},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2853229343891144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8270171880722046},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7189216613769531},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5958671569824219},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5481042861938477},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.49855470657348633},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4972522556781769},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.4867556095123291},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46731942892074585},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.45603856444358826},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4512377083301544},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2853229343891144},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2023.3265002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2023.3265002","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G3213657251","display_name":null,"funder_award_id":"62072402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5151241140","display_name":null,"funder_award_id":"U20A20173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5604630631","display_name":null,"funder_award_id":"62125206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6424597155","display_name":null,"funder_award_id":"62102350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1500013949","https://openalex.org/W2001451355","https://openalex.org/W2039434047","https://openalex.org/W2054064936","https://openalex.org/W2083830507","https://openalex.org/W2096703216","https://openalex.org/W2131681506","https://openalex.org/W2137152139","https://openalex.org/W2400861403","https://openalex.org/W2477905893","https://openalex.org/W2787444476","https://openalex.org/W2808560727","https://openalex.org/W2897708248","https://openalex.org/W2919995315","https://openalex.org/W2970211690","https://openalex.org/W2995744004","https://openalex.org/W2998898452","https://openalex.org/W3000233500","https://openalex.org/W3008115759","https://openalex.org/W3009116850","https://openalex.org/W3017518089","https://openalex.org/W3035141897","https://openalex.org/W3045615471","https://openalex.org/W3099768174","https://openalex.org/W3100493006","https://openalex.org/W3113097209","https://openalex.org/W3116856434","https://openalex.org/W3117755275","https://openalex.org/W3118422481","https://openalex.org/W3119945635","https://openalex.org/W3121094233","https://openalex.org/W3126669038","https://openalex.org/W3129710704","https://openalex.org/W3133638819","https://openalex.org/W3133913697","https://openalex.org/W3136103304","https://openalex.org/W3155342547","https://openalex.org/W3156711202","https://openalex.org/W3159537171","https://openalex.org/W3159661279","https://openalex.org/W3164338400","https://openalex.org/W3172744943","https://openalex.org/W3185074539","https://openalex.org/W3186671845","https://openalex.org/W3203309553","https://openalex.org/W3205419154","https://openalex.org/W3213486537","https://openalex.org/W4206176461","https://openalex.org/W4206632990","https://openalex.org/W4285218726"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238","https://openalex.org/W2610550183","https://openalex.org/W2388464034","https://openalex.org/W2258161702","https://openalex.org/W2786446607"],"abstract_inverted_index":{"The":[0,174],"multi-access":[1],"edge":[2,139],"computing":[3],"(MEC)":[4],"paradigm":[5],"has":[6,155],"emerged":[7],"as":[8,105],"a":[9,106,134],"critical":[10],"solution":[11],"to":[12,52,72,127,159,169],"address":[13],"the":[14,35,55,60,66,74,78,85,88,93,100,122,171,193,200],"exponential":[15],"growth":[16],"in":[17,95],"mobile":[18],"web":[19],"services":[20],"and":[21,40,65,83,90,98,148,185],"devices.":[22],"By":[23],"implementing":[24],"an":[25],"edge-based":[26],"service":[27,102],"provisioning":[28,103],"system":[29],"(EPS)":[30],"with":[31],"servers":[32,140],"located":[33],"at":[34],"network\u2019s":[36],"edge,":[37],"both":[38],"transmission":[39],"computation":[41],"efficiency":[42],"can":[43,181],"be":[44],"significantly":[45,191],"enhanced.":[46],"Nevertheless,":[47],"it":[48],"is":[49,116,125],"also":[50,156],"essential":[51],"carefully":[53],"consider":[54],"resource":[56],"allocation":[57],"for":[58,69],"services,":[59],"traffic":[61],"management":[62],"of":[63,77,92,165,195],"requests,":[64],"path":[67],"arrangement":[68],"data":[70],"delivery":[71],"ensure":[73],"cost-effective":[75,101],"operation":[76],"EPS.":[79],"Therefore,":[80],"we":[81],"investigate":[82],"quantify":[84],"relationship":[86],"between":[87],"performance":[89],"cost":[91],"EPS":[94],"this":[96,129],"paper,":[97],"model":[99],"problem":[104,130,201],"multi-phase":[107],"convex":[108],"optimization":[109],"problem.":[110],"An":[111],"online":[112],"algorithm":[113],"whose":[114],"name":[115],"<monospace":[117,145,151,178,188,196],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[118,146,152,179,189,197],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">RDC</monospace>":[119,153,180,198],"based":[120,149],"on":[121,150],"Lyapunov":[123],"framework":[124],"proposed":[126,158,172],"decompose":[128],"into":[131,141],"several":[132,142],"sub-problems.Additionally,":[133],"heuristic":[135],"approach":[136],"that":[137,177],"partitions":[138],"clusters,":[143],"called":[144],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">RDC-NeP</monospace>":[147,190],",":[154],"been":[157],"reduce":[160],"computational":[161],"complexity.":[162],"A":[163],"series":[164],"experiments":[166],"were":[167],"conducted":[168],"evaluate":[170],"approach.":[173],"results":[175],"demonstrate":[176],"effectively":[182],"balance":[183],"expense":[184],"performance,":[186],"while":[187],"simplifies":[192],"processing":[194],"when":[199],"scale":[202],"increases.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
