{"id":"https://openalex.org/W2157322811","doi":"https://doi.org/10.1155/2015/463230","title":"A Genetic-Algorithm-Based Approach for Task Migration in Pervasive Clouds","display_name":"A Genetic-Algorithm-Based Approach for Task Migration in Pervasive Clouds","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2157322811","doi":"https://doi.org/10.1155/2015/463230","mag":"2157322811"},"language":"en","primary_location":{"id":"doi:10.1155/2015/463230","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/463230","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/463230","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/463230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022385009","display_name":"Weishan Zhang","orcid":"https://orcid.org/0000-0001-9800-1068"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weishan Zhang","raw_affiliation_strings":["Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026639151","display_name":"Shouchao Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouchao Tan","raw_affiliation_strings":["Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075900594","display_name":"Qinghua Lu","orcid":"https://orcid.org/0000-0002-7783-5183"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Qinghua Lu","raw_affiliation_strings":["Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China","Software Systems Research Group, National ICT Australia (NICTA), 13 Garden Street, Eveleigh, NSW 2015, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7783-5183","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Software Systems Research Group, National ICT Australia (NICTA), 13 Garden Street, Eveleigh, NSW 2015, Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101552810","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0003-0889-7388"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008124931","display_name":"Wenjuan Gong","orcid":"https://orcid.org/0000-0001-7805-3629"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjuan Gong","raw_affiliation_strings":["Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, China University of Petroleum, No. 66 Changjiang West Road, Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022385009"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":2.8052,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9155298,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"8","first_page":"463230","last_page":"463230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987999796867371,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9911999702453613,"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/computer-science","display_name":"Computer science","score":0.9024924039840698},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8209317326545715},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6914699077606201},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6478136777877808},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.6181566119194031},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5150627493858337},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4833652377128601},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.14386481046676636},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13296788930892944}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9024924039840698},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8209317326545715},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6914699077606201},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6478136777877808},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.6181566119194031},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5150627493858337},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4833652377128601},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.14386481046676636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13296788930892944},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2015/463230","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/463230","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/463230","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:8:p:463230","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/463230","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:66fbb195e49544eb82de05d97c6c7bc3","is_oa":true,"landing_page_url":"https://doaj.org/article/66fbb195e49544eb82de05d97c6c7bc3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/463230","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/463230","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/463230","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1826037343","display_name":null,"funder_award_id":"61309024","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4036798997","display_name":"\u57fa\u4e8e\u793e\u4f1a\u8ba1\u7b97\u7684\u7f51\u7edc\u6076\u610f\u4ee3\u7801\u9632\u62a4\u673a\u5236\u7814\u7a76","funder_award_id":"61309024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5380385182","display_name":null,"funder_award_id":"61402533","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6243852595","display_name":null,"funder_award_id":"61402533","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7349148132","display_name":null,"funder_award_id":"ZR2014FM038","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8828380153","display_name":null,"funder_award_id":"ZR2014FM038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2157322811.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1576849326","https://openalex.org/W1607437805","https://openalex.org/W1862869043","https://openalex.org/W1968535060","https://openalex.org/W1974272361","https://openalex.org/W1979356488","https://openalex.org/W2000479281","https://openalex.org/W2000825106","https://openalex.org/W2023380813","https://openalex.org/W2045287414","https://openalex.org/W2069555716","https://openalex.org/W2090893105","https://openalex.org/W2096885595","https://openalex.org/W2097571405","https://openalex.org/W2101788345","https://openalex.org/W2107384289","https://openalex.org/W2126105956","https://openalex.org/W2126462381","https://openalex.org/W2128819070","https://openalex.org/W2130173265","https://openalex.org/W2140584526","https://openalex.org/W2149352314","https://openalex.org/W2156598602","https://openalex.org/W2160361275","https://openalex.org/W4237112997","https://openalex.org/W4244508735","https://openalex.org/W4249302577","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"Pervasive":[0],"computing":[1,6,11,15,39],"is":[2,95,126],"converging":[3],"with":[4],"cloud":[5,10,26],"which":[7,94,112],"becomes":[8],"pervasive":[9,25,44,139],"as":[12,68],"an":[13,79],"emerging":[14],"paradigm.":[16],"Users":[17],"can":[18,129],"run":[19],"their":[20],"applications":[21],"or":[22],"tasks":[23],"in":[24,28,75,97,135,138],"environment":[27],"order":[29,76],"to":[30,60,77],"gain":[31],"better":[32],"execution":[33],"efficiency":[34],"and":[35,40,72],"performance":[36],"leveraging":[37],"powerful":[38],"storage":[41],"capacities":[42],"of":[43,57,108,119],"clouds":[45],"through":[46],"task":[47,50,136],"migration.":[48],"During":[49],"migration,":[51],"there":[52],"are":[53],"possibly":[54],"a":[55,88],"number":[56],"conflicting":[58],"objectives":[59],"be":[61,130],"considered":[62],"when":[63],"making":[64,134],"migration":[65,81],"decisions,":[66],"such":[67],"less":[69],"energy":[70],"consumption":[71],"quick":[73],"response,":[74],"find":[78],"optimal":[80],"path.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"propose":[87],"genetic":[89,122],"algorithms-":[90],"(GAs-)":[91],"based":[92],"approach":[93,111],"effective":[96],"addressing":[98],"multiobjective":[99],"optimization":[100],"problems.":[101],"We":[102],"have":[103],"performed":[104],"some":[105],"preliminary":[106],"evaluations":[107],"the":[109,120],"proposed":[110],"shows":[113],"quite":[114],"promising":[115],"results,":[116],"using":[117],"one":[118],"classical":[121],"algorithms.":[123],"The":[124],"conclusion":[125],"that":[127],"GAs":[128],"used":[131],"for":[132],"decision":[133],"migrations":[137],"clouds.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}