{"id":"https://openalex.org/W4212860093","doi":"https://doi.org/10.1109/tcomm.2022.3151879","title":"Delay Analysis of Mobile Edge Computing Using Poisson Cluster Process Modeling: A Stochastic Network Calculus Perspective","display_name":"Delay Analysis of Mobile Edge Computing Using Poisson Cluster Process Modeling: A Stochastic Network Calculus Perspective","publication_year":2022,"publication_date":"2022-02-16","ids":{"openalex":"https://openalex.org/W4212860093","doi":"https://doi.org/10.1109/tcomm.2022.3151879"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2022.3151879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2022.3151879","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5077098691","display_name":"Muyu Mei","orcid":"https://orcid.org/0000-0002-0725-8560"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muyu Mei","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of the Telecommunication Engineering, and the Guangzhou Institute, Xidian University, Xi&#x2019;an, China","an, China"],"raw_orcid":"https://orcid.org/0000-0002-0725-8560","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of the Telecommunication Engineering, and the Guangzhou Institute, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008727851","display_name":"Mingwu Yao","orcid":"https://orcid.org/0000-0001-7045-8656"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwu Yao","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of the Telecommunication Engineering, and the Guangzhou Institute, Xidian University, Xi&#x2019;an, China","an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of the Telecommunication Engineering, and the Guangzhou Institute, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019050606","display_name":"Qinghai Yang","orcid":"https://orcid.org/0000-0003-0636-3681"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghai Yang","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of the Telecommunication Engineering, and the Guangzhou Institute, Xidian University, Xi&#x2019;an, China","an, China"],"raw_orcid":"https://orcid.org/0000-0003-0636-3681","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of the Telecommunication Engineering, and the Guangzhou Institute, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068732231","display_name":"Meng Qin","orcid":"https://orcid.org/0000-0003-4038-2245"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Qin","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China","Shenzhen Peng Cheng Laboratory, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0003-4038-2245","affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Shenzhen Peng Cheng Laboratory, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049374079","display_name":"Kyung Sup Kwak","orcid":"https://orcid.org/0000-0002-9559-4352"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyung Sup Kwak","raw_affiliation_strings":["Graduate School of Information Technology and Telecommunications, Inha University, Nam-gu, Incheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9559-4352","affiliations":[{"raw_affiliation_string":"Graduate School of Information Technology and Telecommunications, Inha University, Nam-gu, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074697921","display_name":"Ramesh R. Rao","orcid":"https://orcid.org/0000-0002-6523-0208"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramesh R. Rao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, San Diego State University, San Diego, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, San Diego State University, San Diego, CA, USA","institution_ids":["https://openalex.org/I26538001"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1894,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.94419809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"70","issue":"4","first_page":"2532","last_page":"2546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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":0.9991000294685364,"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/T13553","display_name":"Age of Information Optimization","score":0.9909999966621399,"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":0.9815999865531921,"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/network-calculus","display_name":"Network calculus","score":0.6607369780540466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6314387321472168},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5501660704612732},{"id":"https://openalex.org/keywords/process-calculus","display_name":"Process calculus","score":0.5315777063369751},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4922451078891754},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4407278299331665},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4331774115562439},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4126438796520233},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4121192991733551},{"id":"https://openalex.org/keywords/calculus","display_name":"Calculus (dental)","score":0.37487539649009705},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33002424240112305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3277910351753235},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3221587538719177},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2560373544692993},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21935531497001648},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18408876657485962},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10942313075065613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10475093126296997}],"concepts":[{"id":"https://openalex.org/C2778693205","wikidata":"https://www.wikidata.org/wiki/Q7000967","display_name":"Network calculus","level":3,"score":0.6607369780540466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6314387321472168},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5501660704612732},{"id":"https://openalex.org/C161771561","wikidata":"https://www.wikidata.org/wiki/Q1970286","display_name":"Process calculus","level":2,"score":0.5315777063369751},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4922451078891754},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4407278299331665},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4331774115562439},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4126438796520233},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4121192991733551},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.37487539649009705},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33002424240112305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3277910351753235},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3221587538719177},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2560373544692993},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21935531497001648},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18408876657485962},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10942313075065613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10475093126296997},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2022.3151879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2022.3151879","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2949770876","display_name":null,"funder_award_id":"61901319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3087160839","display_name":null,"funder_award_id":"XJS210113","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3429412626","display_name":null,"funder_award_id":"61671353","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3907062191","display_name":null,"funder_award_id":"6180011410","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4549508226","display_name":null,"funder_award_id":"2019M663015","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4759343864","display_name":null,"funder_award_id":"61971327","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5606818805","display_name":null,"funder_award_id":"61801365","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7182284174","display_name":null,"funder_award_id":"2019TQ0210","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7216490558","display_name":null,"funder_award_id":"2020JQ-328","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W631335369","https://openalex.org/W1589801689","https://openalex.org/W1904504745","https://openalex.org/W1922696133","https://openalex.org/W2095074540","https://openalex.org/W2495540815","https://openalex.org/W2507600648","https://openalex.org/W2542659798","https://openalex.org/W2606669203","https://openalex.org/W2609618253","https://openalex.org/W2751904527","https://openalex.org/W2805210382","https://openalex.org/W2811347682","https://openalex.org/W2900228632","https://openalex.org/W2913323152","https://openalex.org/W2915022979","https://openalex.org/W2920054549","https://openalex.org/W2937852472","https://openalex.org/W2944442327","https://openalex.org/W2962836907","https://openalex.org/W2963011891","https://openalex.org/W2963250023","https://openalex.org/W2964015972","https://openalex.org/W2966738503","https://openalex.org/W2968724131","https://openalex.org/W2971564397","https://openalex.org/W2973089055","https://openalex.org/W2975500749","https://openalex.org/W2987729805","https://openalex.org/W3003174893","https://openalex.org/W3010704611","https://openalex.org/W3090615085","https://openalex.org/W3102806519"],"related_works":["https://openalex.org/W1497530712","https://openalex.org/W2170466294","https://openalex.org/W2132217355","https://openalex.org/W2123111774","https://openalex.org/W1511004497","https://openalex.org/W2142005831","https://openalex.org/W2014322972","https://openalex.org/W2370672400","https://openalex.org/W2169089798","https://openalex.org/W3140509109"],"abstract_inverted_index":{"Wireless":[0],"networks":[1,126],"in":[2,61],"next":[3],"generation":[4],"will":[5],"provide":[6],"users":[7,71],"ubiquitous":[8],"computing":[9,23],"services":[10],"with":[11,189],"low":[12],"delay":[13,53,122,177,214],"by":[14,167,186,204],"devices":[15],"at":[16,69,76],"the":[17,34,38,45,52,62,80,91,104,120,149,161,176,190,206,211],"network":[18,64,138],"edge,":[19],"namely":[20],"mobile":[21],"edge":[22],"(MEC).":[24],"The":[25,172],"intensive":[26],"computation":[27,47,57,68,75,213],"tasks":[28],"can":[29],"be":[30],"partially":[31],"offloaded":[32],"to":[33,49,100,116,147,159],"MEC":[35,46,63,70,74,77,94,125,152,216],"server":[36],"via":[37,136],"wireless":[39,82],"link":[40],"and":[41,73,90,102,118,154,158,215],"then":[42],"processed":[43],"through":[44],"resources":[48],"cater":[50],"for":[51,124,175],"demand.":[54],"A":[55],"parallel":[56],"process":[58,144],"is":[59,145],"formed":[60],"consists":[65],"of":[66,88,93,107,151,164,170,180,193],"local":[67,212],"(MUs)":[72],"servers.":[78],"However,":[79],"fluctuating":[81],"channel":[83],"environment,":[84],"changeable":[85],"spatial":[86,156],"distribution":[87],"MUs":[89],"randomness":[92,150],"servers&#x2019;":[95,153],"locations":[96,157],"make":[97],"it":[98],"hard":[99],"characterize":[101],"guarantee":[103],"end-to-end":[105],"quality":[106],"service":[108],"requirements.":[109],"In":[110],"this":[111],"work,":[112],"we":[113,197],"are":[114,184],"devoted":[115],"analyze":[117],"optimize":[119],"overall":[121,207],"bound":[123],"under":[127],"two":[128,181],"orthogonal":[129],"frequency":[130],"division":[131],"multiple":[132],"access":[133],"(OFDMA)":[134],"strategies":[135,183],"stochastic":[137],"calculus":[139],"(SNC).":[140],"Specifically,":[141],"Poisson":[142],"cluster":[143],"utilized":[146],"capture":[148],"users&#x2019;":[155],"derive":[160],"Laplace":[162],"transform":[163,192],"interference":[165],"suffered":[166],"an":[168,199],"MU":[169],"interest.":[171],"upper":[173],"bounds":[174],"violation":[178],"probability":[179],"OFDMA":[182],"established":[185],"exploiting":[187],"SNC":[188],"Mellin":[191],"signal-to-interference":[194],"ratio.":[195],"Furthermore,":[196],"propose":[198],"optimal":[200],"task":[201],"offloading":[202],"scheme":[203],"minimizing":[205],"delay,":[208],"which":[209],"balances":[210],"delay.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
