{"id":"https://openalex.org/W4401113945","doi":"https://doi.org/10.1109/tpds.2024.3435929","title":"Cost-Effective and Robust Service Provisioning in Multi-Access Edge Computing","display_name":"Cost-Effective and Robust Service Provisioning in Multi-Access Edge Computing","publication_year":2024,"publication_date":"2024-07-30","ids":{"openalex":"https://openalex.org/W4401113945","doi":"https://doi.org/10.1109/tpds.2024.3435929"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2024.3435929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2024.3435929","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.qub.ac.uk/en/publications/57eff209-7209-4b08-aab8-5375c76cb087","any_repository_has_fulltext":true},"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/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhengzhe Xiang","raw_affiliation_strings":["Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1133-5722","affiliations":[{"raw_affiliation_string":"Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"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/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Zheng","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043738330","display_name":"Dongjing Wang","orcid":"https://orcid.org/0000-0003-2152-0446"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongjing Wang","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2152-0446","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048747481","display_name":"Javid Taheri","orcid":"https://orcid.org/0000-0001-9194-010X"},"institutions":[{"id":"https://openalex.org/I43968019","display_name":"Karlstad University","ror":"https://ror.org/05s754026","country_code":"SE","type":"education","lineage":["https://openalex.org/I43968019"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Javid Taheri","raw_affiliation_strings":["Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-9194-010X","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden","institution_ids":["https://openalex.org/I43968019"]}]},{"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/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zengwei Zheng","raw_affiliation_strings":["Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0386-6080","affiliations":[{"raw_affiliation_string":"Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"last","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"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4336,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62949239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"35","issue":"10","first_page":"1765","last_page":"1779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.994700014591217,"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":0.827724814414978},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6913994550704956},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5302954316139221},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4927661716938019},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4776124656200409},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.44585633277893066},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4102591872215271},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20677250623703003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.827724814414978},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6913994550704956},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5302954316139221},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4927661716938019},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4776124656200409},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.44585633277893066},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4102591872215271},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20677250623703003},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpds.2024.3435929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2024.3435929","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/57eff209-7209-4b08-aab8-5375c76cb087","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/57eff209-7209-4b08-aab8-5375c76cb087","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Xiang, Z, Zheng, Y, Wang, D, Taheri, J, Zheng, Z & Guo, M 2024, 'Cost-effective and robust service provisioning in multi-access edge computing', IEEE Transactions on Parallel and Distributed Systems, vol. 35, no. 10, pp. 1765-1779. https://doi.org/10.1109/TPDS.2024.3435929","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/57eff209-7209-4b08-aab8-5375c76cb087","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/57eff209-7209-4b08-aab8-5375c76cb087","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Xiang, Z, Zheng, Y, Wang, D, Taheri, J, Zheng, Z & Guo, M 2024, 'Cost-effective and robust service provisioning in multi-access edge computing', IEEE Transactions on Parallel and Distributed Systems, vol. 35, no. 10, pp. 1765-1779. https://doi.org/10.1109/TPDS.2024.3435929","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"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/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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2326506621","https://openalex.org/W2416799949","https://openalex.org/W2528017142","https://openalex.org/W2617253756","https://openalex.org/W2787444476","https://openalex.org/W2808560727","https://openalex.org/W2902547952","https://openalex.org/W2913871603","https://openalex.org/W2920290726","https://openalex.org/W2941456576","https://openalex.org/W2966753637","https://openalex.org/W2971226509","https://openalex.org/W2980789769","https://openalex.org/W2981326253","https://openalex.org/W2983275977","https://openalex.org/W2996269618","https://openalex.org/W3000245664","https://openalex.org/W3006713338","https://openalex.org/W3016097478","https://openalex.org/W3022113410","https://openalex.org/W3028457518","https://openalex.org/W3038283497","https://openalex.org/W3043281623","https://openalex.org/W3043320740","https://openalex.org/W3048409550","https://openalex.org/W3097720851","https://openalex.org/W3108933355","https://openalex.org/W3115726903","https://openalex.org/W3116856434","https://openalex.org/W3132152983","https://openalex.org/W3138031491","https://openalex.org/W3185074539","https://openalex.org/W3204496228","https://openalex.org/W4220782488","https://openalex.org/W4226133142","https://openalex.org/W4293211518","https://openalex.org/W4295037358","https://openalex.org/W4321380739","https://openalex.org/W4321608949","https://openalex.org/W4323519324"],"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/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"With":[0],"the":[1,49,65,73,92,97,103,150,161],"development":[2],"of":[3,12,96],"multiaccess":[4],"edge":[5,27,61],"computing":[6],"(MEC)":[7],"technology,":[8],"an":[9],"increasing":[10],"number":[11],"researchers":[13],"and":[14,20,72,81,90,94,107,121,157],"developers":[15],"are":[16,85,146],"deploying":[17],"their":[18],"computation-intensive":[19],"IO-intensive":[21],"services":[22],"(especially":[23],"AI":[24],"services)":[25],"on":[26,112],"devices.":[28],"These":[29],"devices,":[30],"being":[31],"close":[32],"to":[33,57,136,148],"end":[34],"users,":[35],"provide":[36],"better":[37,174],"performance":[38,175],"in":[39],"mobile":[40],"environments.":[41],"By":[42],"constructing":[43],"a":[44,115],"service":[45,67,99,125],"provisioning":[46,68,100,126],"system":[47,69,101,142],"at":[48,171],"network":[50,74],"edge,":[51],"latency":[52],"is":[53,70,134],"significantly":[54],"reduced":[55],"due":[56],"short-distance":[58],"communication":[59],"with":[60,102,153],"servers.":[62],"However,":[63],"since":[64],"MEC-based":[66,98],"resource-sensitive":[71],"may":[75],"be":[76],"unstable,":[77],"careful":[78],"resource":[79,105],"allocation":[80,106],"traffic":[82,108],"scheduling":[83,109],"strategies":[84],"essential.":[86],"This":[87],"paper":[88],"investigates":[89],"quantifies":[91],"cost-effectiveness":[93],"robustness":[95],"applied":[104],"strategies.":[110],"Based":[111],"this":[113],"analysis,":[114],"<bold":[116,122,127],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[117,119,123,128,132,168],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">c</b>ost-<bold":[118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">e</b>ffective":[120],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">r</b>obust":[124],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">a</b>lgorithm,":[129],"termed":[130],"<monospace":[131,167],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">CERA</monospace>,":[133],"proposed":[135,151],"minimize":[137],"deployment":[138],"costs":[139],"while":[140],"maintaining":[141],"robustness.":[143],"Extensive":[144],"experiments":[145],"conducted":[147],"compare":[149],"approach":[152],"well-known":[154],"baseline":[155,178],"algorithms":[156,179],"evaluate":[158],"factors":[159],"impacting":[160],"results.":[162],"The":[163],"findings":[164],"demonstrate":[165],"that":[166],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">CERA</monospace>":[169],"achieves":[170],"least":[172],"15.9%":[173],"than":[176],"other":[177],"across":[180],"various":[181],"instances.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
