{"id":"https://openalex.org/W4408220339","doi":"https://doi.org/10.1186/s13677-025-00739-8","title":"Utility-driven virtual machine allocation in edge cloud environments using a partheno-genetic algorithm","display_name":"Utility-driven virtual machine allocation in edge cloud environments using a partheno-genetic algorithm","publication_year":2025,"publication_date":"2025-03-05","ids":{"openalex":"https://openalex.org/W4408220339","doi":"https://doi.org/10.1186/s13677-025-00739-8"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-025-00739-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00739-8","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00739-8","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00739-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102838891","display_name":"Jie Cao","orcid":"https://orcid.org/0000-0002-3714-5057"},"institutions":[{"id":"https://openalex.org/I4210159152","display_name":"Tongling University","ror":"https://ror.org/04kqvjg13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159152"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Cao","raw_affiliation_strings":["School of Mathematics and Computer Science, Tongling University, TongLing, 244000, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Tongling University, TongLing, 244000, China","institution_ids":["https://openalex.org/I4210159152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101878819","display_name":"Cuicui Zhang","orcid":"https://orcid.org/0000-0003-0146-677X"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cuicui Zhang","raw_affiliation_strings":["School of Software, Zhengzhou University of Light Industry, Zhengzhou, 450002, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Zhengzhou University of Light Industry, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020834714","display_name":"Ping Qi","orcid":"https://orcid.org/0000-0001-6049-9729"},"institutions":[{"id":"https://openalex.org/I4210159152","display_name":"Tongling University","ror":"https://ror.org/04kqvjg13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159152"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Qi","raw_affiliation_strings":["School of Mathematics and Computer Science, Tongling University, TongLing, 244000, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Tongling University, TongLing, 244000, China","institution_ids":["https://openalex.org/I4210159152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007819964","display_name":"Kekun Hu","orcid":"https://orcid.org/0000-0003-3433-9566"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kekun Hu","raw_affiliation_strings":["IEIT SYSTEMS Co., Ltd, Jinan, 250101, China"],"affiliations":[{"raw_affiliation_string":"IEIT SYSTEMS Co., Ltd, Jinan, 250101, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101878819"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":6.7917,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95581881,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9994999766349792,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9919999837875366,"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":0.7207922339439392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6450729370117188},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6101059913635254},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5289058089256287},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.48845115303993225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3746032416820526},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36749303340911865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18526926636695862},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18145987391471863},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12023913860321045}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7207922339439392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450729370117188},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6101059913635254},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5289058089256287},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.48845115303993225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3746032416820526},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36749303340911865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18526926636695862},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18145987391471863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12023913860321045}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-025-00739-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00739-8","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00739-8","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1f374dd32563468ebf869b30e67be44a","is_oa":true,"landing_page_url":"https://doaj.org/article/1f374dd32563468ebf869b30e67be44a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 14, Iss 1, Pp 1-15 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-025-00739-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00739-8","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00739-8","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408220339.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1977367431","https://openalex.org/W2055897230","https://openalex.org/W2063080795","https://openalex.org/W2114703322","https://openalex.org/W2136674746","https://openalex.org/W2154797012","https://openalex.org/W2161900255","https://openalex.org/W2170757999","https://openalex.org/W2312838605","https://openalex.org/W2330935740","https://openalex.org/W2516316490","https://openalex.org/W2587685343","https://openalex.org/W2608659040","https://openalex.org/W2622645393","https://openalex.org/W2740909961","https://openalex.org/W2741849280","https://openalex.org/W2768593484","https://openalex.org/W2790860712","https://openalex.org/W2794311034","https://openalex.org/W2913594846","https://openalex.org/W2932177597","https://openalex.org/W2966536613","https://openalex.org/W2967009974","https://openalex.org/W2970520268","https://openalex.org/W3016449249","https://openalex.org/W3035141897","https://openalex.org/W3088802706","https://openalex.org/W3110649648","https://openalex.org/W3112164530","https://openalex.org/W3131641277","https://openalex.org/W3154484156","https://openalex.org/W4206520343","https://openalex.org/W4211067533","https://openalex.org/W4238806542","https://openalex.org/W4386232099","https://openalex.org/W4390480729","https://openalex.org/W4402891849"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W572531444","https://openalex.org/W2921575628"],"abstract_inverted_index":{"Abstract":[0],"Mobile":[1],"Edge":[2],"Computing":[3],"alleviates":[4],"network":[5,15],"congestion":[6],"and":[7,23,30,74,82,102],"reduces":[8],"latency":[9],"by":[10,149],"offloading":[11],"tasks":[12],"to":[13,47,78,106,121,128,154],"the":[14,49,60,80,88,123,130,140],"edge.":[16],"However,":[17],"fluctuating":[18],"Quality":[19],"of":[20,51,84],"Service":[21],"(QoS)":[22],"service":[24,28,54,72,109,124,147,162],"compositions":[25],"significantly":[26,160],"challenge":[27],"reliability":[29],"utility":[31,50,125,148,163],"optimization.":[32],"To":[33],"address":[34],"these":[35],"challenges,":[36],"this":[37],"paper":[38],"proposes":[39],"a":[40,114],"novel":[41],"virtual":[42,92,132,142,156],"machine":[43,133,143,157],"allocation":[44,134,144,158],"framework":[45,89],"designed":[46],"maximize":[48],"edge":[52,85,165],"cloud":[53,166],"provisioning":[55],"under":[56],"QoS":[57,104,171],"constraints.":[58],"First,":[59],"task":[61,99],"processing":[62],"mechanism":[63],"is":[64],"modeled":[65],"as":[66],"an":[67],"M/M/m":[68],"queuing":[69],"system,":[70],"with":[71],"loss":[73],"revenue":[75],"functions":[76],"defined":[77],"quantify":[79],"quality":[81],"profitability":[83],"services.":[86],"Next,":[87],"dynamically":[90],"reallocates":[91],"machines":[93],"across":[94],"sub-service":[95],"centers,":[96],"based":[97,117],"on":[98,118],"arrival":[100],"rates":[101],"varying":[103],"requirements,":[105],"optimize":[107],"overall":[108],"utility.":[110],"Finally,":[111],"we":[112],"develop":[113],"partheno-genetic":[115],"algorithm":[116,145],"integer":[119],"coding":[120],"solve":[122],"maximization":[126],"(SOPGA)":[127],"determine":[129],"optimal":[131],"strategy.":[135],"Simulation":[136],"results":[137],"demonstrate":[138],"that":[139],"proposed":[141],"improves":[146],"more":[150],"than":[151],"20%":[152],"compared":[153],"other":[155],"algorithms,":[159],"enhancing":[161],"in":[164],"environments":[167],"while":[168],"maintaining":[169],"robust":[170],"guarantees.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}