{"id":"https://openalex.org/W2167884148","doi":"https://doi.org/10.1093/comjnl/bxu043","title":"A Cloud Resource Evaluation Model Based on Entropy Optimization and Ant Colony Clustering","display_name":"A Cloud Resource Evaluation Model Based on Entropy Optimization and Ant Colony Clustering","publication_year":2014,"publication_date":"2014-06-03","ids":{"openalex":"https://openalex.org/W2167884148","doi":"https://doi.org/10.1093/comjnl/bxu043","mag":"2167884148"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxu043","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxu043","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer 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/A5090661849","display_name":"Liyun Zuo","orcid":"https://orcid.org/0000-0001-5664-4751"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]},{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. Zuo","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Guangdong, China","School of Computer Science and Engineering, South China University of Technology, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Guangdong, China","institution_ids":["https://openalex.org/I4210128140"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052760299","display_name":"Shoubin Dong","orcid":"https://orcid.org/0000-0003-0153-850X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"S. Dong","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038265266","display_name":"Chunsheng Zhu","orcid":"https://orcid.org/0000-0001-8041-0197"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"C. Zhu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007723627","display_name":"Lei Shu","orcid":"https://orcid.org/0000-0002-6700-9347"},"institutions":[{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. Shu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Guangdong, China","institution_ids":["https://openalex.org/I4210128140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"G. Han","raw_affiliation_strings":["Department of Information & Communication Engineering, Hohai University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Information & Communication Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052760299"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":1.5778,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88716429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"58","issue":"6","first_page":"1254","last_page":"1266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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":0.9797999858856201,"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":0.7586119174957275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7439148426055908},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7339452505111694},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6310669183731079},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.553663432598114},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.514260470867157},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5044385194778442},{"id":"https://openalex.org/keywords/cloudsim","display_name":"CloudSim","score":0.47347724437713623},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39676666259765625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38501015305519104},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34877294301986694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23077601194381714},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10198396444320679},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0805869996547699}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7586119174957275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439148426055908},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7339452505111694},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6310669183731079},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.553663432598114},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.514260470867157},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5044385194778442},{"id":"https://openalex.org/C2779907789","wikidata":"https://www.wikidata.org/wiki/Q22095616","display_name":"CloudSim","level":3,"score":0.47347724437713623},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39676666259765625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38501015305519104},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34877294301986694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23077601194381714},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10198396444320679},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0805869996547699},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxu043","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxu043","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W167093911","https://openalex.org/W1483262185","https://openalex.org/W2032558547","https://openalex.org/W2042649352","https://openalex.org/W2045287414","https://openalex.org/W2064124275","https://openalex.org/W2070640492","https://openalex.org/W2103342689","https://openalex.org/W2118521718","https://openalex.org/W2119650324","https://openalex.org/W2129376131","https://openalex.org/W2129594211","https://openalex.org/W2144628693","https://openalex.org/W2148459868","https://openalex.org/W2159023601"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W4234957192","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2804979656"],"abstract_inverted_index":{"The":[0,67,187,229],"uncertainty":[1],"and":[2,21,30,61,93,101,120,178],"extreme":[3],"large":[4],"scale":[5,216],"of":[6,19,27,79,96,135,162,200,217],"cloud":[7,28,51,98,136,238],"resources":[8,29,35,72,239],"make":[9,127],"task":[10,109,117],"scheduling":[11,118,123,209],"very":[12],"difficult":[13],"which":[14,182],"affects":[15],"the":[16,80,85,90,113,116,128,133,138,157,197,215],"user":[17,201],"quality":[18],"experience":[20],"probably":[22],"result":[23],"in":[24,37,150],"a":[25,50,104],"waste":[26],"energy":[31],"consumption.":[32],"Moreover,":[33,213],"some":[34,237],"stay":[36],"an":[38,180],"unusable":[39],"state":[40],"for":[41,132,172,176],"extended":[42],"time.":[43,111],"To":[44,126],"take":[45],"into":[46],"account":[47],"these":[48],"problems":[49],"resource":[52,99,173],"evaluation":[53],"model":[54,68,87,114,129,139,189,231],"is":[55],"proposed,":[56],"termed":[57],"Entropy":[58],"Optimization":[59],"Evaluation":[60,161],"ant":[62,158],"colony":[63,159],"clustering":[64,155,222,230],"Model":[65],"(EOEACCM).":[66],"releases":[69],"long-term":[70],"unavailable":[71],"to":[73],"save":[74,185],"energy.":[75,186],"First,":[76],"by":[77,124,145,156,192],"mean":[78],"entropy":[81,204],"increasing":[82],"minimum":[83],"principle,":[84],"proposed":[86,188],"can":[88,107,183],"maximize":[89],"system":[91],"utilization":[92],"balance":[94],"profits":[95],"both":[97],"providers":[100],"users.":[102],"As":[103],"consequence,":[105],"it":[106,168],"shorten":[108],"completion":[110],"Secondly,":[112],"narrows":[115],"size":[119],"achieves":[121],"optimal":[122],"clustering.":[125,212],"more":[130],"suitable":[131],"dynamics":[134],"resources,":[137],"design":[140],"improves":[141],"pheromone":[142],"update":[143],"policies":[144],"fixing":[146],"total":[147],"path":[148],"length":[149],"each":[151],"function":[152],"cycle":[153],"when":[154,214,236],"algorithm.":[160],"results":[163,195],"using":[164],"EOEACCM":[165],"demonstrate":[166],"that":[167],"may":[169],"be":[170],"applicable":[171],"management":[174],"strategies":[175],"migration":[177],"release,":[179],"application":[181],"effectively":[184],"was":[190,219],"evaluated":[191],"simulation.":[193],"Experiment":[194],"showed":[196],"positive":[198],"effect":[199],"satisfaction":[202],"from":[203,211],"optimization,":[205],"as":[206,208],"well":[207],"time":[210],"tasks":[218],"large,":[220],"this":[221],"algorithm":[223],"performed":[224],"much":[225],"better":[226,234],"than":[227],"others.":[228],"also":[232],"demonstrated":[233],"adaptability":[235],"were":[240],"joined":[241],"or":[242],"terminated.":[243]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}