{"id":"https://openalex.org/W4407376412","doi":"https://doi.org/10.1109/ton.2025.3535499","title":"Dynamic Edge-Centric Resource Provisioning for Online and Offline Services Co-Location via Reactive and Predictive Approaches","display_name":"Dynamic Edge-Centric Resource Provisioning for Online and Offline Services Co-Location via Reactive and Predictive Approaches","publication_year":2025,"publication_date":"2025-02-11","ids":{"openalex":"https://openalex.org/W4407376412","doi":"https://doi.org/10.1109/ton.2025.3535499"},"language":"en","primary_location":{"id":"doi:10.1109/ton.2025.3535499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ton.2025.3535499","pdf_url":null,"source":{"id":"https://openalex.org/S5407042750","display_name":"IEEE Transactions on Networking","issn_l":"2998-4157","issn":["2998-4157"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 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/A5101858412","display_name":"Tao Ouyang","orcid":"https://orcid.org/0000-0002-9380-7238"},"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":"Tao Ouyang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9380-7238","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675366","display_name":"Kongyange Zhao","orcid":"https://orcid.org/0000-0003-1927-782X"},"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":"Kongyange Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1927-782X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012065442","display_name":"Guihang Hong","orcid":null},"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":"Guihang Hong","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763625","display_name":"Xiaoxi Zhang","orcid":"https://orcid.org/0000-0003-0751-2773"},"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":"Xiaoxi Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0751-2773","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","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":false,"raw_author_name":"Zhi Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0987-9344","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, 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 Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9943-6020","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":3.5231,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92262426,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"33","issue":"3","first_page":"1388","last_page":"1403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.8148999810218811,"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":0.8148999810218811,"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/T12288","display_name":"Optimization and Search Problems","score":0.7960000038146973,"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":0.7896000146865845,"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/provisioning","display_name":"Provisioning","score":0.8008729219436646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6215413212776184},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5758705735206604},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.48726025223731995},{"id":"https://openalex.org/keywords/online-and-offline","display_name":"Online and offline","score":0.46463894844055176},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34253180027008057},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24630951881408691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16360563039779663},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06744813919067383}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8008729219436646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6215413212776184},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5758705735206604},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.48726025223731995},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.46463894844055176},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34253180027008057},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24630951881408691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16360563039779663},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06744813919067383}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ton.2025.3535499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ton.2025.3535499","pdf_url":null,"source":{"id":"https://openalex.org/S5407042750","display_name":"IEEE Transactions on Networking","issn_l":"2998-4157","issn":["2998-4157"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4399999976158142,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G6719889613","display_name":null,"funder_award_id":"2023B1515120058","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1962496800","https://openalex.org/W1988898599","https://openalex.org/W2009426930","https://openalex.org/W2020196954","https://openalex.org/W2067136487","https://openalex.org/W2078303776","https://openalex.org/W2150516182","https://openalex.org/W2276903495","https://openalex.org/W2794952988","https://openalex.org/W2810987431","https://openalex.org/W2911441061","https://openalex.org/W2919995315","https://openalex.org/W2955979265","https://openalex.org/W2994053796","https://openalex.org/W3024079099","https://openalex.org/W3047276766","https://openalex.org/W3047468380","https://openalex.org/W3047528232","https://openalex.org/W3089449646","https://openalex.org/W3110962653","https://openalex.org/W3129060066","https://openalex.org/W3206276912","https://openalex.org/W3209727316","https://openalex.org/W3212941463","https://openalex.org/W4250589301","https://openalex.org/W4282968244","https://openalex.org/W4285197124","https://openalex.org/W4301852635","https://openalex.org/W4379474401","https://openalex.org/W4382199242","https://openalex.org/W4386245180","https://openalex.org/W6635366801","https://openalex.org/W6691209370","https://openalex.org/W6696497002","https://openalex.org/W6741589387","https://openalex.org/W6753751555","https://openalex.org/W6765484274","https://openalex.org/W6773368535","https://openalex.org/W6773725002","https://openalex.org/W6773836194","https://openalex.org/W6775201933","https://openalex.org/W6785914849","https://openalex.org/W6809572605","https://openalex.org/W6842112591","https://openalex.org/W6851589186"],"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/W2914112812","https://openalex.org/W2125830297"],"abstract_inverted_index":{"Due":[0],"to":[1,15,19,47,72,121,143,183],"the":[2,16,24,27,49,96,118,147,186,194,232,254,268],"penetration":[3],"of":[4,10,23,29,51,146,168,188,237,257],"edge":[5,18,36,45,98],"computing,":[6],"a":[7,67,159,165,174,205,224],"wide":[8],"variety":[9],"workloads":[11],"are":[12],"sunk":[13],"down":[14],"network":[17],"alleviate":[20],"huge":[21],"pressure":[22],"cloud.":[25],"With":[26,244],"presence":[28],"high":[30],"input":[31],"workload":[32],"dynamics":[33],"and":[34,113,150,235,248,263],"intensive":[35],"resource":[37,107],"contention,":[38],"it":[39],"is":[40],"highly":[41],"non-trivial":[42],"for":[43,85,110,138,177,261],"an":[44,105],"proxy":[46,119],"optimize":[48],"scheduling":[50],"heterogeneous":[52,144],"services":[53,61,80,94,115,149,265],"with":[54,185,219],"diverse":[55],"QoS":[56],"requirements.":[57],"In":[58],"general,":[59],"online":[60,112,124,238,262],"should":[62],"be":[63,82,214],"quickly":[64],"completed":[65],"in":[66,100,240],"quite":[68],"stable":[69],"running":[70],"environment":[71],"meet":[73],"their":[74,86,151],"tight":[75],"latency":[76],"constraint,":[77],"while":[78,127],"offline":[79,114,131,264],"can":[81,213],"processed":[83],"loosely":[84],"elastic":[87],"soft":[88],"deadlines.":[89],"To":[90,191,217],"well":[91,230],"coordinate":[92],"such":[93],"at":[95,267],"resource-limited":[97],"cluster,":[99],"this":[101],"paper,":[102],"we":[103,202,222,252],"study":[104],"edge-centric":[106],"provisioning":[108,139,161,207],"optimization":[109],"dynamic":[111],"co-location,":[116],"where":[117,209],"seeks":[120],"maximize":[122],"timely":[123],"service":[125,132],"performances":[126],"maintaining":[128],"satisfactory":[129],"long-term":[130],"performances.":[133,154],"However,":[134],"intricate":[135],"hybrid":[136,189],"couplings":[137],"decisions":[140],"arise":[141],"due":[142],"constraints":[145],"co-located":[148],"different":[152],"time-scale":[153],"We":[155],"hence":[156],"first":[157],"propose":[158],"reactive":[160],"approach":[162],"without":[163],"requiring":[164],"prior":[166],"knowledge":[167],"future":[169,210],"system":[170],"dynamics,":[171],"which":[172,229],"leverages":[173],"Lagrange":[175],"relaxation":[176],"devising":[178],"constraint-aware":[179],"stochastic":[180],"subgradient":[181],"algorithm":[182],"deal":[184],"challenge":[187],"couplings.":[190],"further":[192],"boost":[193],"performance":[195,239,256],"by":[196],"integrating":[197],"powerful":[198],"machine":[199],"learning":[200],"techniques,":[201],"then":[203],"advocate":[204],"predictive":[206],"approach,":[208],"request":[211],"arrivals":[212],"estimated":[215],"accurately.":[216],"align":[218],"practical":[220],"deployments,":[221],"incorporate":[223],"tunable":[225],"prediction":[226,242],"window":[227],"mechanism,":[228],"balances":[231],"potential":[233],"improvement":[234],"degradation":[236],"imperfect":[241],"scenarios.":[243],"rigorous":[245],"theoretical":[246],"analysis":[247],"extensive":[249],"trace-driven":[250],"evaluations,":[251],"show":[253],"superior":[255],"our":[258],"proposed":[259],"algorithms":[260],"co-location":[266],"edge.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}