{"id":"https://openalex.org/W3024079099","doi":"https://doi.org/10.1109/jiot.2020.2994308","title":"CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications","display_name":"CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications","publication_year":2020,"publication_date":"2020-05-13","ids":{"openalex":"https://openalex.org/W3024079099","doi":"https://doi.org/10.1109/jiot.2020.2994308","mag":"3024079099"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.2994308","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2994308","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5100760218","display_name":"Zhi Zhou","orcid":"https://orcid.org/0000-0002-0987-9344"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhi Zhou","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053629236","display_name":"Shuai Yu","orcid":"https://orcid.org/0000-0001-6822-3145"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Yu","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066482792","display_name":"Wuhui Chen","orcid":"https://orcid.org/0000-0003-4430-7904"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wuhui Chen","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100385692","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0001-9943-6020"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100760218"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":7.7119,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.97597557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"7","issue":"9","first_page":"8600","last_page":"8614"},"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/T12079","display_name":"IoT Networks and Protocols","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.995199978351593,"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/cloud-computing","display_name":"Cloud computing","score":0.8846656084060669},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.8504990339279175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8435708284378052},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6647681593894958},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5812689661979675},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5085219144821167},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46444183588027954},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.45275282859802246},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.4121246039867401},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4100882411003113},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37028568983078003},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1488167643547058},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.10584655404090881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07158386707305908}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8846656084060669},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8504990339279175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8435708284378052},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6647681593894958},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5812689661979675},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5085219144821167},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46444183588027954},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.45275282859802246},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.4121246039867401},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4100882411003113},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37028568983078003},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1488167643547058},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.10584655404090881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07158386707305908},{"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.2994308","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2994308","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2718145579","display_name":null,"funder_award_id":"2018A030313032","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G3583843466","display_name":null,"funder_award_id":"61972432","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4797180708","display_name":null,"funder_award_id":"2017YFB1001703","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G507292203","display_name":null,"funder_award_id":"61802449","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5121664804","display_name":null,"funder_award_id":"U1711265","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"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W974042900","https://openalex.org/W1982822461","https://openalex.org/W1987328208","https://openalex.org/W1998494447","https://openalex.org/W2091812828","https://openalex.org/W2099142110","https://openalex.org/W2115537518","https://openalex.org/W2117141700","https://openalex.org/W2163291889","https://openalex.org/W2201220957","https://openalex.org/W2343556076","https://openalex.org/W2394115245","https://openalex.org/W2400861403","https://openalex.org/W2416799949","https://openalex.org/W2472333518","https://openalex.org/W2479419361","https://openalex.org/W2482130204","https://openalex.org/W2547443968","https://openalex.org/W2593769694","https://openalex.org/W2599106590","https://openalex.org/W2604304011","https://openalex.org/W2605165679","https://openalex.org/W2622751957","https://openalex.org/W2624989916","https://openalex.org/W2795096584","https://openalex.org/W2796007514","https://openalex.org/W2806576037","https://openalex.org/W2810987431","https://openalex.org/W2890928364","https://openalex.org/W2895019217","https://openalex.org/W2905507405","https://openalex.org/W2912904224","https://openalex.org/W2949342675","https://openalex.org/W2950865323","https://openalex.org/W2955979265","https://openalex.org/W2963618158","https://openalex.org/W2980856918","https://openalex.org/W3014208382","https://openalex.org/W4255045302","https://openalex.org/W6736163905","https://openalex.org/W6750269401"],"related_works":["https://openalex.org/W2893779165","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/W4245926026","https://openalex.org/W2786446607"],"abstract_inverted_index":{"With":[0,202],"the":[1,5,9,18,39,47,64,73,89,96,130,141,144,147,180,189,199,215,219],"great":[2],"advance":[3],"in":[4],"Internet-of-Things":[6],"(IoT)":[7],"sector,":[8],"recent":[10],"years":[11],"have":[12,29],"witnessed":[13],"an":[14,115,119],"unprecedented":[15],"wave":[16],"of":[17,20,42,66,72,76,140,143,185,218],"proliferation":[19],"heterogeneous":[21,109,167,186],"IoT":[22,110,168,187],"devices":[23],"and":[24,69,78,91,105,160,182,209],"applications.":[25,111,169],"Among":[26],"them,":[27],"some":[28],"stringent":[30],"hard":[31,104,181],"deadlines":[32,53,107,184],"which":[33,54],"can":[34,55,193],"only":[35],"be":[36,56,164,194],"satisfied":[37],"by":[38,59,206],"emerging":[40],"paradigm":[41],"mobile-edge":[43],"computing":[44],"(MEC),":[45],"while":[46,100],"others":[48],"may":[49],"pose":[50],"elastic":[51],"soft":[52,106,183],"flexibly":[57],"fulfilled":[58],"cloud":[60,92,161],"computing.":[61],"However,":[62],"with":[63],"presence":[65],"both":[67,103,179],"temporal":[68],"spatial":[70],"diversities":[71],"resource":[74,93,123,222],"cost":[75,192,210,216],"MEC":[77,90,159],"cloud,":[79],"it":[80],"remains":[81],"a":[82,137],"practical":[83],"challenge":[84],"how":[85,157],"to":[86,94,151,163,166,198],"efficiently":[87],"provision":[88],"minimize":[95],"long-term":[97,190],"operational":[98,191],"cost,":[99],"still":[101],"guaranteeing":[102],"for":[108],"To":[112],"navigate":[113],"such":[114],"inherent":[116],"performance-cost":[117],"tradeoff,":[118],"efficient":[120],"online":[121,153],"cloud-edge":[122,145,221],"provisioning":[124,223],"framework":[125,149],"is":[126],"proposed,":[127],"based":[128],"on":[129,156],"delay-aware":[131],"Lyapunov":[132],"optimization":[133],"technique.":[134],"Without":[135],"requiring":[136],"priori":[138],"knowledge":[139],"statistics":[142],"system,":[146],"proposed":[148,220],"allows":[150],"make":[152],"greedy":[154],"decisions":[155],"much":[158],"resources":[162],"provisioned":[165],"Through":[170],"rigorous":[171],"theoretical":[172],"analysis,":[173],"we":[174,212],"prove":[175],"that":[176],"without":[177],"violating":[178],"applications,":[188],"pushed":[195],"arbitrarily":[196],"close":[197],"offline":[200],"optimum.":[201],"extensive":[203],"evaluations":[204],"driven":[205],"realistic":[207],"traffic":[208],"traces,":[211],"empirically":[213],"demonstrate":[214],"efficiency":[217],"framework.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":4}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}