{"id":"https://openalex.org/W2952796575","doi":"https://doi.org/10.1109/access.2019.2924032","title":"Resource Scheduling for Delay Minimization in Multi-Server Cellular Edge Computing Systems","display_name":"Resource Scheduling for Delay Minimization in Multi-Server Cellular Edge Computing Systems","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2952796575","doi":"https://doi.org/10.1109/access.2019.2924032","mag":"2952796575"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2924032","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2924032","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08742606.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/ielx7/6287639/8600701/08742606.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100368740","display_name":"Yuan Zhang","orcid":"https://orcid.org/0000-0002-8842-2691"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhang","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-8842-2691","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620408","display_name":"Peng Du","orcid":"https://orcid.org/0000-0002-8257-8230"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Du","raw_affiliation_strings":["College of Automation & College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation & College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351619","display_name":"Jiang Wang","orcid":"https://orcid.org/0000-0002-6269-3231"},"institutions":[{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Wang","raw_affiliation_strings":["Shanghai Institute of Microsystem and Information Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114172472","display_name":"Teer Ba","orcid":"https://orcid.org/0009-0008-2926-9579"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teer Ba","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086501134","display_name":"Rui Ding","orcid":"https://orcid.org/0000-0001-8606-5646"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ding","raw_affiliation_strings":["China Academy of Space Technology, Institute of Telecommunication Satellite, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Space Technology, Institute of Telecommunication Satellite, Beijing, China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101837288","display_name":"Ning Xin","orcid":"https://orcid.org/0000-0002-1982-0741"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Xin","raw_affiliation_strings":["China Academy of Space Technology, Institute of Telecommunication Satellite, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Space Technology, Institute of Telecommunication Satellite, Beijing, China","institution_ids":["https://openalex.org/I194716290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.3765,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.93090048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"86265","last_page":"86273"},"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/T13553","display_name":"Age of Information Optimization","score":0.9955000281333923,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9948999881744385,"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":0.8044539093971252},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6243389248847961},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.5902663469314575},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5543460845947266},{"id":"https://openalex.org/keywords/queuing-delay","display_name":"Queuing delay","score":0.5329210758209229},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.5162782073020935},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.47625732421875},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.46129047870635986},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4437025785446167},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4403515160083771},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.41122496128082275},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37041977047920227},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3484422564506531},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24260810017585754},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.136368066072464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13597342371940613},{"id":"https://openalex.org/keywords/lyapunov-equation","display_name":"Lyapunov equation","score":0.10599619150161743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8044539093971252},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6243389248847961},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.5902663469314575},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5543460845947266},{"id":"https://openalex.org/C196095461","wikidata":"https://www.wikidata.org/wiki/Q576842","display_name":"Queuing delay","level":3,"score":0.5329210758209229},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.5162782073020935},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.47625732421875},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.46129047870635986},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4437025785446167},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4403515160083771},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.41122496128082275},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37041977047920227},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3484422564506531},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24260810017585754},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.136368066072464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13597342371940613},{"id":"https://openalex.org/C25854792","wikidata":"https://www.wikidata.org/wiki/Q1028945","display_name":"Lyapunov equation","level":4,"score":0.10599619150161743},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"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/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2924032","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2924032","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08742606.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:2533d85fd69c4fc296465a139e1b3f4a","is_oa":true,"landing_page_url":"https://doaj.org/article/2533d85fd69c4fc296465a139e1b3f4a","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 86265-86273 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2924032","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2924032","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08742606.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/G2526654315","display_name":"\u5468\u671f\u6027\u8702\u7a9d\u673a\u5668\u901a\u4fe1\u8c03\u5ea6\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61571111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4299878506","display_name":null,"funder_award_id":"NY219106","funder_id":"https://openalex.org/F4320323268","funder_display_name":"Nanjing University of Posts and Telecommunications"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323268","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34"},{"id":"https://openalex.org/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2952796575.pdf","grobid_xml":"https://content.openalex.org/works/W2952796575.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W2105177639","https://openalex.org/W2137152139","https://openalex.org/W2147206873","https://openalex.org/W2278100026","https://openalex.org/W2561715741","https://openalex.org/W2593769694","https://openalex.org/W2594560857","https://openalex.org/W2599796255","https://openalex.org/W2603810864","https://openalex.org/W2604119386","https://openalex.org/W2609618253","https://openalex.org/W2624989916","https://openalex.org/W2744008461","https://openalex.org/W2762586323","https://openalex.org/W2763737552","https://openalex.org/W2773498880","https://openalex.org/W2777180355","https://openalex.org/W2792758175","https://openalex.org/W2793578783","https://openalex.org/W2796007514","https://openalex.org/W2797431058","https://openalex.org/W2805210382","https://openalex.org/W2807754472","https://openalex.org/W2807860504","https://openalex.org/W2810566666","https://openalex.org/W2845644909","https://openalex.org/W2887821509","https://openalex.org/W2890928364","https://openalex.org/W2891512958","https://openalex.org/W2896932575","https://openalex.org/W2896945154","https://openalex.org/W2897066997","https://openalex.org/W2899587421","https://openalex.org/W2901152868","https://openalex.org/W2901631215","https://openalex.org/W2903615875","https://openalex.org/W2903874029","https://openalex.org/W2904012927","https://openalex.org/W2904994737","https://openalex.org/W2905357302","https://openalex.org/W2905685817","https://openalex.org/W2906718952","https://openalex.org/W2909473479","https://openalex.org/W2910182792","https://openalex.org/W2963250023","https://openalex.org/W2963494103","https://openalex.org/W2964052915","https://openalex.org/W2964054168","https://openalex.org/W2964081981","https://openalex.org/W2964308274"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W4386580182","https://openalex.org/W2225350526","https://openalex.org/W1545991362","https://openalex.org/W2397293317","https://openalex.org/W4386128920","https://openalex.org/W4386764057","https://openalex.org/W2372008037","https://openalex.org/W2377713709","https://openalex.org/W2365679959"],"abstract_inverted_index":{"This":[0],"paper":[1,40],"studies":[2],"resource":[3,72],"scheduling":[4,24,73,101],"for":[5],"delay":[6,52,55,84,87,97,119],"minimization":[7],"in":[8,56],"multi-server":[9],"cellular":[10,57],"edge":[11,58],"computing":[12,54,59,86],"systems.":[13],"The":[14,90,113],"traditional":[15,37,111],"method":[16],"defines":[17,41],"queue":[18,30],"length-based":[19],"Lyapunov":[20,44],"functions":[21],"and":[22,53,85],"designs":[23],"algorithms":[25],"which":[26,75],"solve":[27],"the":[28,36,42,47,50,65,78,82,95,99,110,118],"corresponding":[29],"length":[31],"control":[32],"problem.":[33],"Different":[34],"from":[35],"method,":[38],"this":[39],"delay-based":[43],"function.":[45],"Specifically,":[46],"formulas":[48],"of":[49,81,98,109,115],"communication":[51,83],"systems":[60],"are":[61],"derived":[62],"without":[63],"needing":[64],"assumptions":[66],"about":[67],"traffic's":[68],"statistics.":[69],"Then,":[70],"a":[71],"algorithm":[74,102],"directly":[76],"minimizes":[77],"weighted":[79],"sum":[80],"is":[88,103,121],"proposed.":[89],"simulation":[91],"results":[92],"show":[93],"that":[94,108],"total":[96],"proposed":[100],"decreased":[104],"as":[105],"compared":[106],"to":[107],"method.":[112],"impact":[114],"parameters":[116],"on":[117],"performance":[120],"also":[122],"evaluated.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
