{"id":"https://openalex.org/W4281962399","doi":"https://doi.org/10.1186/s13677-022-00288-4","title":"Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection","display_name":"Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W4281962399","doi":"https://doi.org/10.1186/s13677-022-00288-4"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-022-00288-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00288-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00288-4","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/s13677-022-00288-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048392056","display_name":"Nweso Emmanuel Nwogbaga","orcid":"https://orcid.org/0000-0001-7551-7408"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]},{"id":"https://openalex.org/I96009557","display_name":"Ebonyi State University","ror":"https://ror.org/01jhpwy79","country_code":"NG","type":"education","lineage":["https://openalex.org/I96009557"]}],"countries":["MY","NG"],"is_corresponding":false,"raw_author_name":"Nweso Emmanuel Nwogbaga","raw_affiliation_strings":["Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia","Ebonyi State University, Abakaliki, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Ebonyi State University, Abakaliki, Nigeria","institution_ids":["https://openalex.org/I96009557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084477200","display_name":"Rohaya Latip","orcid":"https://orcid.org/0000-0002-6462-1944"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rohaya Latip","raw_affiliation_strings":["Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077876182","display_name":"Lilly Suriani Affendey","orcid":"https://orcid.org/0000-0001-7947-8792"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lilly Suriani Affendey","raw_affiliation_strings":["Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001028489","display_name":"Amir Rizaan Abdul Rahiman","orcid":"https://orcid.org/0000-0002-4841-9834"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Amir Rizaan Abdul Rahiman","raw_affiliation_strings":["Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Seri Kembangan, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":2.9946,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91314603,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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":0.9997000098228455,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.972599983215332,"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":0.8372663259506226},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7153528928756714},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5690829157829285},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.531595766544342},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5165902376174927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47907477617263794},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4766210615634918},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4558379650115967},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36306118965148926},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3258996605873108},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30176979303359985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08260229229927063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8372663259506226},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7153528928756714},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5690829157829285},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.531595766544342},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5165902376174927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47907477617263794},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4766210615634918},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4558379650115967},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36306118965148926},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3258996605873108},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30176979303359985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08260229229927063},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13677-022-00288-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00288-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00288-4","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:69f4358a78a94febb36be1a119ec7cdc","is_oa":true,"landing_page_url":"https://doaj.org/article/69f4358a78a94febb36be1a119ec7cdc","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-17 (2022)","raw_type":"article"},{"id":"pmh:oai:psasir.upm.edu.my:100490","is_oa":true,"landing_page_url":"https://journalofcloudcomputing.springeropen.com/articles/10.1186/s13677-022-00288-4","pdf_url":null,"source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1186/s13677-022-00288-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00288-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00288-4","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":[{"display_name":"Affordable and clean energy","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G781786977","display_name":null,"funder_award_id":"9001103","funder_id":"https://openalex.org/F4320322714","funder_display_name":"Universiti Putra Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322714","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281962399.pdf","grobid_xml":"https://content.openalex.org/works/W4281962399.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1486457878","https://openalex.org/W2061813939","https://openalex.org/W2111619626","https://openalex.org/W2114623221","https://openalex.org/W2126462381","https://openalex.org/W2134295053","https://openalex.org/W2145113795","https://openalex.org/W2486013602","https://openalex.org/W2511933885","https://openalex.org/W2515329741","https://openalex.org/W2549687423","https://openalex.org/W2591960928","https://openalex.org/W2619423395","https://openalex.org/W2734583084","https://openalex.org/W2774330263","https://openalex.org/W2781935635","https://openalex.org/W2783939240","https://openalex.org/W2786070938","https://openalex.org/W2792731491","https://openalex.org/W2796447772","https://openalex.org/W2807875418","https://openalex.org/W2851456136","https://openalex.org/W2950396058","https://openalex.org/W2964098968","https://openalex.org/W2998493821","https://openalex.org/W3004307973","https://openalex.org/W3025412407","https://openalex.org/W3033466636","https://openalex.org/W3035049150","https://openalex.org/W3035834857","https://openalex.org/W3036516176","https://openalex.org/W3041909991","https://openalex.org/W3042500778","https://openalex.org/W3047296683","https://openalex.org/W3048503162","https://openalex.org/W3086271189","https://openalex.org/W3092236079","https://openalex.org/W3094704314","https://openalex.org/W3097974940","https://openalex.org/W3099200343","https://openalex.org/W3119095582","https://openalex.org/W3126134347","https://openalex.org/W3126610359","https://openalex.org/W3130173843","https://openalex.org/W3136322623","https://openalex.org/W3138762104","https://openalex.org/W3141585263","https://openalex.org/W3145266955","https://openalex.org/W3162516060","https://openalex.org/W3170246614","https://openalex.org/W3174204962","https://openalex.org/W3185813417","https://openalex.org/W3188130862","https://openalex.org/W3215245703"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W1997222214","https://openalex.org/W2070395303"],"abstract_inverted_index":{"Abstract":[0],"The":[1,94,151,171,181],"applications":[2,17],"of":[3,6,25,46,60,160,167],"the":[4,12,20,23,26,44,58,105,112,123,128,143,155,168],"Internet":[5],"Things":[7],"in":[8,67,146,187],"different":[9],"areas":[10],"and":[11,34,86,135,164,177,195],"resources":[13],"that":[14],"demand":[15],"these":[16],"are":[18,36,139],"on":[19,77],"increase.":[21],"However,":[22],"limitations":[24,45],"IoT":[27,169],"devices":[28],"such":[29],"as":[30],"processing":[31],"capability,":[32],"storage,":[33],"energy":[35,165],"challenging.":[37],"Computational":[38],"offloading":[39],"is":[40,120,173],"introduced":[41],"to":[42,53,64,103,108,122,126,141],"ameliorate":[43],"mobile":[47],"devices.":[48],"Offloading":[49],"heavy":[50],"data":[51,129],"size":[52],"a":[54,98],"remote":[55],"node":[56],"introduces":[57],"problem":[59],"additional":[61],"delay":[62],"due":[63],"transmission.":[65],"Therefore,":[66],"this":[68],"paper,":[69],"we":[70],"proposed":[71,95,152,182],"Dynamic":[72],"tasks":[73],"scheduling":[74],"algorithm":[75,134,153],"based":[76],"attribute":[78,118],"reduction":[79,119],"with":[80,175],"an":[81],"enhanced":[82],"hybrid":[83,132],"Genetic":[84],"Algorithm":[85],"Particle":[87],"Swarm":[88,137],"Optimization":[89],"for":[90,111],"optimal":[91,144],"device":[92,145],"selection.":[93],"method":[96,183],"uses":[97],"rank":[99],"accuracy":[100],"estimation":[101],"model":[102],"decide":[104],"rank-1":[106],"value":[107],"be":[109,185],"applied":[110,121,186],"decomposition.":[113],"Then":[114],"canonical":[115],"Polyadic":[116],"decomposition-based":[117],"offload-able":[124],"task":[125],"reduce":[127],"size.":[130],"Enhance":[131],"genetic":[133],"particle":[136],"optimization":[138],"developed":[140],"select":[142],"either":[147],"fog":[148],"or":[149],"cloud.":[150],"improved":[154],"response":[156],"time,":[157],"delay,":[158],"number":[159],"offloaded":[161],"tasks,":[162],"throughput,":[163],"consumption":[166],"requests.":[170],"simulation":[172],"implemented":[174],"iFogSim":[176],"java":[178],"programming":[179],"language.":[180],"can":[184],"smart":[188],"cities,":[189],"monitoring,":[190],"health":[191],"delivery,":[192],"augmented":[193],"reality,":[194],"gaming":[196],"among":[197],"others.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}