{"id":"https://openalex.org/W2072703421","doi":"https://doi.org/10.1109/cec.2010.5586151","title":"A penalty-based genetic algorithm for the composite SaaS placement problem in the Cloud","display_name":"A penalty-based genetic algorithm for the composite SaaS placement problem in the Cloud","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2072703421","doi":"https://doi.org/10.1109/cec.2010.5586151","mag":"2072703421"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042509626","display_name":"Zeratul Izzah Mohd Yusoh","orcid":"https://orcid.org/0000-0003-3594-0580"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I32589535","display_name":"Technical University of Malaysia Malacca","ror":"https://ror.org/01xb6rs26","country_code":"MY","type":"education","lineage":["https://openalex.org/I32589535"]}],"countries":["AU","MY"],"is_corresponding":false,"raw_author_name":"Zeratul Izzah Mohd Yusoh","raw_affiliation_strings":["Faculty of Information, Communication and Technology, Universiti Teknikal Malaysia Melaka, Malaysia","Faculty of Science and Technology, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information, Communication and Technology, Universiti Teknikal Malaysia Melaka, Malaysia","institution_ids":["https://openalex.org/I32589535"]},{"raw_affiliation_string":"Faculty of Science and Technology, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031303591","display_name":"Maolin Tang","orcid":"https://orcid.org/0000-0002-2416-4101"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Maolin Tang","raw_affiliation_strings":["Faculty of Science and Technology, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2823,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.93577141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9987999796867371,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9987999796867371,"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/software-as-a-service","display_name":"Software as a service","score":0.9682462215423584},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8939871191978455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.773485541343689},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7214063405990601},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6678580045700073},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5649896264076233},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5239940881729126},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4653409719467163},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.40949496626853943},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33921557664871216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28976014256477356},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.221346914768219},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1978698968887329},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1524849832057953}],"concepts":[{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.9682462215423584},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8939871191978455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773485541343689},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7214063405990601},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6678580045700073},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5649896264076233},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5239940881729126},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4653409719467163},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.40949496626853943},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33921557664871216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28976014256477356},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.221346914768219},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1978698968887329},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1524849832057953}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5586151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320983","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1513424136","https://openalex.org/W1974117084","https://openalex.org/W2012753837","https://openalex.org/W2013479318","https://openalex.org/W2016830470","https://openalex.org/W2019110836","https://openalex.org/W2080222368","https://openalex.org/W2101827108","https://openalex.org/W2108060598","https://openalex.org/W2142994777","https://openalex.org/W2153996477","https://openalex.org/W2154158105","https://openalex.org/W2381109732","https://openalex.org/W2623311092","https://openalex.org/W2786290487","https://openalex.org/W3021643503","https://openalex.org/W4285719527","https://openalex.org/W6630997528","https://openalex.org/W6748326023"],"related_works":["https://openalex.org/W2127148983","https://openalex.org/W2055187606","https://openalex.org/W1498304890","https://openalex.org/W1969542292","https://openalex.org/W4214914670","https://openalex.org/W2084875360","https://openalex.org/W3006216828","https://openalex.org/W2089689241","https://openalex.org/W3123077549","https://openalex.org/W2904165227"],"abstract_inverted_index":{"Cloud":[0,19,64,103,151],"computing":[1,6,20],"is":[2,105,139],"a":[3,23,29,43,102,122],"latest":[4],"new":[5],"paradigm":[7],"where":[8],"applications,":[9],"data":[10,80,88,109,149],"and":[11,75,159],"IT":[12],"services":[13],"are":[14,90],"provided":[15],"over":[16],"the":[17,41,49,59,63,94,97,128,134,140,144,157,160,163],"Internet.":[18],"has":[21],"become":[22],"main":[24],"medium":[25],"for":[26],"Software":[27],"as":[28,37],"Service":[30],"(SaaS)":[31],"providers":[32],"to":[33,127,143],"host":[34],"their":[35],"SaaS":[36,44,51,66,70,76,130,145],"it":[38],"can":[39],"provide":[40],"scalability":[42,161],"requires.":[45],"The":[46],"challenges":[47],"in":[48,87,116,133,150],"composite":[50,129],"placement":[52,85,95,131,146],"process":[53],"rely":[54],"on":[55],"several":[56],"factors":[57],"including":[58],"large":[60],"size":[61],"of":[62,96,162],"network,":[65],"competing":[67],"resource":[68],"requirements,":[69],"interactions":[71,77],"between":[72],"its":[73,79,148],"components":[74],"with":[78,93,147],"components.":[81],"However,":[82],"existing":[83,117],"applications'":[84],"methods":[86],"centres":[89],"not":[91],"concerned":[92],"component's":[98],"data.":[99],"In":[100],"addition,":[101],"network":[104],"much":[106],"larger":[107],"than":[108],"center":[110],"networks":[111],"that":[112],"have":[113],"been":[114],"discussed":[115],"studies.":[118],"This":[119],"paper":[120],"proposes":[121],"penalty-based":[123],"genetic":[124],"algorithm":[125],"(GA)":[126],"problem":[132],"Cloud.":[135],"We":[136],"believe":[137],"this":[138],"first":[141],"attempt":[142],"provider's":[152],"servers.":[153],"Experimental":[154],"results":[155],"demonstrate":[156],"feasibility":[158],"GA.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":9}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}