{"id":"https://openalex.org/W4399527558","doi":"https://doi.org/10.1109/tcc.2024.3410390","title":"An Adaptive Cloud Resource Quota Scheme Based on Dynamic Portraits and Task-Resource Matching","display_name":"An Adaptive Cloud Resource Quota Scheme Based on Dynamic Portraits and Task-Resource Matching","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399527558","doi":"https://doi.org/10.1109/tcc.2024.3410390"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2024.3410390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2024.3410390","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","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/A5071759828","display_name":"Zuodong Jin","orcid":"https://orcid.org/0000-0001-5029-0091"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zuodong Jin","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062430620","display_name":"Dan Tao","orcid":"https://orcid.org/0000-0002-7368-2132"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Tao","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018277187","display_name":"Peng Qi","orcid":"https://orcid.org/0000-0001-7600-2545"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Qi","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016181167","display_name":"Ruipeng Gao","orcid":"https://orcid.org/0000-0002-2490-6654"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruipeng Gao","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing, China","School of Software Engineering, Beijing Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071759828"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.7654,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75373075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"4","first_page":"996","last_page":"1010"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9975000023841858,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9745000004768372,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9085000157356262,"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/cloud-computing","display_name":"Cloud computing","score":0.7836382985115051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7313335537910461},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6603574156761169},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5949797034263611},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5899373888969421},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5746759176254272},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.48112717270851135},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4764195382595062},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47212013602256775},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1803949773311615},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11795735359191895},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0737403929233551},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07247963547706604}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7836382985115051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7313335537910461},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6603574156761169},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5949797034263611},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5899373888969421},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5746759176254272},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.48112717270851135},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4764195382595062},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47212013602256775},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1803949773311615},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11795735359191895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0737403929233551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07247963547706604},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2024.3410390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2024.3410390","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1014409202","display_name":null,"funder_award_id":"L221003","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1994233698","https://openalex.org/W2064675550","https://openalex.org/W2236910285","https://openalex.org/W2613328025","https://openalex.org/W2794554715","https://openalex.org/W2810048489","https://openalex.org/W2905057216","https://openalex.org/W2911905108","https://openalex.org/W2913196913","https://openalex.org/W2941697345","https://openalex.org/W2998578058","https://openalex.org/W3008069406","https://openalex.org/W3013655254","https://openalex.org/W3123476113","https://openalex.org/W3135229929","https://openalex.org/W3176501660","https://openalex.org/W3188452735","https://openalex.org/W3209366914","https://openalex.org/W3210625397","https://openalex.org/W4210573106","https://openalex.org/W4210848445","https://openalex.org/W4225690946","https://openalex.org/W4280571862","https://openalex.org/W4283211351","https://openalex.org/W4283387973","https://openalex.org/W4283725982","https://openalex.org/W4283809531","https://openalex.org/W4285189370","https://openalex.org/W4285820445","https://openalex.org/W4293193535","https://openalex.org/W4310789962","https://openalex.org/W4312280987","https://openalex.org/W4312804427","https://openalex.org/W4317795032","https://openalex.org/W4319777557","https://openalex.org/W4319878926","https://openalex.org/W4388040916","https://openalex.org/W6797297377"],"related_works":["https://openalex.org/W2945502068","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2153007255","https://openalex.org/W2138781885"],"abstract_inverted_index":{"Due":[0],"to":[1,15,49,104,120,141],"the":[2,21,71,111,122,132,143,157,178],"unrestricted":[3],"location":[4],"of":[5,11,114,165,180],"cloud":[6,56,82],"resources,":[7],"an":[8,51,80],"increasing":[9],"number":[10],"users":[12],"are":[13],"opting":[14],"apply":[16],"for":[17,30,55,66,127],"them.":[18],"However,":[19],"determining":[20],"appropriate":[22],"resource":[23,37,125],"quota":[24,53,64,83],"has":[25],"always":[26],"been":[27],"a":[28,161],"challenge":[29],"applicants.":[31],"Excessive":[32],"quotas":[33,41],"can":[34,42],"result":[35],"in":[36,172],"wastage,":[38],"while":[39],"insufficient":[40],"pose":[43],"stability":[44,148],"risks.":[45],"Therefore,":[46],"it's":[47],"necessary":[48],"propose":[50,79],"adaptive":[52,81],"scheme":[54,84,159],"resource.":[57],"Most":[58],"existing":[59],"researches":[60],"have":[61],"designed":[62,119],"fixed":[63],"schemes":[65],"all":[67],"users,":[68],"without":[69],"considering":[70],"differences":[72],"among":[73],"users.":[74],"To":[75],"solve":[76],"this,":[77],"we":[78,93,130],"through":[85],"dynamic":[86,106],"portraits":[87],"and":[88,100,135,149,177],"task-resource":[89],"optimal":[90,144],"matching.":[91],"Specifically,":[92],"first":[94],"aggregate":[95],"information":[96],"from":[97],"text,":[98],"statistical,":[99],"fractal":[101],"three":[102],"dimensions":[103],"establish":[105],"portraits.":[107],"On":[108],"this":[109],"basis,":[110],"bidirectional":[112],"mixture":[113],"experts":[115],"(Bi-MoE)":[116],"model":[117],"is":[118],"match":[121],"most":[123],"suitable":[124],"combinations":[126],"tasks.":[128],"Moreover,":[129],"define":[131],"time-varying":[133],"rewards":[134],"utilize":[136],"portrait-based":[137],"reinforcement":[138],"learning":[139],"(PRL)":[140],"obtain":[142],"quotas,":[145],"which":[146],"ensures":[147],"reduces":[150],"waste.":[151],"Extensive":[152],"simulation":[153],"results":[154],"demonstrate":[155],"that":[156],"proposed":[158],"achieves":[160],"memory":[162],"utilization":[163],"rate":[164],"around":[166],"70%.":[167],"Additionally,":[168],"it":[169],"shows":[170],"improvements":[171],"task":[173],"execution":[174,182],"stability,":[175],"throughput,":[176],"percentage":[179],"effective":[181],"time.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}