{"id":"https://openalex.org/W2368087009","doi":"https://doi.org/10.1109/jiot.2016.2565562","title":"Multiobjective Optimization in Cloud Brokering Systems for Connected Internet of Things","display_name":"Multiobjective Optimization in Cloud Brokering Systems for Connected Internet of Things","publication_year":2016,"publication_date":"2016-05-10","ids":{"openalex":"https://openalex.org/W2368087009","doi":"https://doi.org/10.1109/jiot.2016.2565562","mag":"2368087009"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2016.2565562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2016.2565562","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://muroran-it.repo.nii.ac.jp/records/9573","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033697590","display_name":"Teerawat Kumrai","orcid":"https://orcid.org/0000-0002-0094-9545"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Teerawat Kumrai","raw_affiliation_strings":["Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106707877","display_name":"Kaoru Ota","orcid":"https://orcid.org/0000-0002-3382-1652"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaoru Ota","raw_affiliation_strings":["Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3382-1652","affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2788-3451","affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009884130","display_name":"Jay Kishigami","orcid":null},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jay Kishigami","raw_affiliation_strings":["Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019510465","display_name":"Dan Keun Sung","orcid":"https://orcid.org/0000-0003-3200-7701"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dan Keun Sung","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.4992,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97848519,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"4","issue":"2","first_page":"404","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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":0.9995999932289124,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9977999925613403,"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":0.9936000108718872,"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":0.8434224128723145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8139359951019287},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6262741684913635},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6076738238334656},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6007896065711975},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.553484320640564},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4693630337715149},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.456369549036026},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4434286057949066},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4172949194908142},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4152846038341522},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4151565432548523},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32718127965927124},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19409480690956116},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1481579840183258},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10191252827644348},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07802894711494446},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.06435564160346985},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06319364905357361}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8434224128723145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139359951019287},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6262741684913635},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6076738238334656},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6007896065711975},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.553484320640564},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4693630337715149},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.456369549036026},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4434286057949066},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4172949194908142},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4152846038341522},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4151565432548523},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32718127965927124},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19409480690956116},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1481579840183258},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10191252827644348},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07802894711494446},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.06435564160346985},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06319364905357361},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jiot.2016.2565562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2016.2565562","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:irdb.nii.ac.jp:01177:0001955711","is_oa":true,"landing_page_url":"https://muroran-it.repo.nii.ac.jp/records/9573","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal article"},{"id":"pmh:oai:muroran-it.repo.nii.ac.jp:00009573","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400524","display_name":"Muroran Institute of Technology Academic Resources Archieve (Muroran Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41725924","host_organization_name":"Muroran Institute of Technology","host_organization_lineage":["https://openalex.org/I41725924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"AM"}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:01177:0001955711","is_oa":true,"landing_page_url":"https://muroran-it.repo.nii.ac.jp/records/9573","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal article"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2372410502","display_name":"Research on Algorithms and Incentive Models in Participatory Sensing","funder_award_id":"26730056","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4721196911","display_name":"S3: Sustainability, Stability, Scalability in Urban Disaster-Resilient Networking","funder_award_id":"16K00117","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8945407545","display_name":"Quality of Green (QoG), Quality of Experience (QoE) and Quality of Protection (QoP) for Mobile Cloud Networking","funder_award_id":"15K15976","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1512383859","https://openalex.org/W1526455201","https://openalex.org/W1595498733","https://openalex.org/W1967910577","https://openalex.org/W1970275772","https://openalex.org/W1972270941","https://openalex.org/W2011039300","https://openalex.org/W2023867815","https://openalex.org/W2033630480","https://openalex.org/W2043456179","https://openalex.org/W2072329063","https://openalex.org/W2076538505","https://openalex.org/W2088286936","https://openalex.org/W2090136914","https://openalex.org/W2096120508","https://openalex.org/W2106334424","https://openalex.org/W2111619626","https://openalex.org/W2118316762","https://openalex.org/W2126105956","https://openalex.org/W2135647107","https://openalex.org/W2157942944","https://openalex.org/W2159298478","https://openalex.org/W2160686844","https://openalex.org/W2263294840","https://openalex.org/W2334760274","https://openalex.org/W2338828827","https://openalex.org/W2340935149","https://openalex.org/W2343896316","https://openalex.org/W2532361580","https://openalex.org/W2541557612","https://openalex.org/W2798741797","https://openalex.org/W4392909747","https://openalex.org/W6630563205","https://openalex.org/W6693009029","https://openalex.org/W6704616077"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2142844925","https://openalex.org/W2513211214","https://openalex.org/W4240964608","https://openalex.org/W2085577866","https://openalex.org/W1994436307","https://openalex.org/W2198098822","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Currently,":[0],"over":[1],"nine":[2],"billion":[3,20],"things":[4,29,86],"are":[5],"connected":[6,50,85],"in":[7,21,58,79,87],"the":[8,22,26,49,80,84,96,99,103,107,110,123,128,148],"Internet":[9],"of":[10,28,60,98,106,127,135],"Things":[11],"(IoT).":[12],"This":[13],"number":[14,27],"is":[15,30,41,76,119,131],"expected":[16],"to":[17,43,47,121],"exceed":[18],"20":[19],"near":[23],"future,":[24],"and":[25,62,109,139],"quickly":[31],"increasing,":[32],"indicating":[33],"that":[34,82,134,147],"numerous":[35],"data":[36,63],"will":[37],"be":[38],"generated.":[39],"It":[40],"necessary":[42],"build":[44],"an":[45,77,91],"infrastructure":[46,81],"manage":[48],"things.":[51],"Cloud":[52],"computing":[53],"(CC)":[54],"has":[55],"become":[56],"important":[57],"terms":[59],"analysis":[61],"storage":[64],"for":[65,94,155],"IoT.":[66],"In":[67],"this":[68],"paper,":[69],"we":[70],"consider":[71],"a":[72,136,140,151],"cloud":[73],"broker,":[74],"which":[75],"intermediary":[78],"manages":[83],"CC.":[88],"We":[89],"study":[90],"optimization":[92,117],"problem":[93],"maximizing":[95],"profit":[97],"broker":[100],"while":[101],"minimizing":[102],"response":[104],"time":[105],"request":[108],"energy":[111],"consumption.":[112],"A":[113],"multiobjective":[114,156],"particle":[115],"swarm":[116],"(MOPSO)":[118],"proposed":[120,129],"solve":[122],"problem.":[124],"The":[125,144],"performance":[126],"MOPSO":[130,149],"compared":[132],"with":[133],"genetic":[137,153],"algorithm":[138,154],"random":[141],"search":[142],"algorithm.":[143],"results":[145],"show":[146],"outperforms":[150],"well-known":[152],"optimization.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}