{"id":"https://openalex.org/W4390578046","doi":"https://doi.org/10.1109/jiot.2024.3349609","title":"Multitask Computation Offloading Based on Evolutionary Multiobjective Optimization in Industrial Internet of Things","display_name":"Multitask Computation Offloading Based on Evolutionary Multiobjective Optimization in Industrial Internet of Things","publication_year":2024,"publication_date":"2024-01-04","ids":{"openalex":"https://openalex.org/W4390578046","doi":"https://doi.org/10.1109/jiot.2024.3349609"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3349609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3349609","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058808098","display_name":"Zhengyi Chai","orcid":"https://orcid.org/0000-0003-2763-1286"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zheng-Yi Chai","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2763-1286","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068790291","display_name":"Ying-Jie Zhao","orcid":"https://orcid.org/0009-0001-1551-3664"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying-Jie Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0001-1551-3664","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113088383","display_name":"Ya-Lun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya-Lun Li","raw_affiliation_strings":["School of Electronics and Information Engineering, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6655-4781","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058808098"],"corresponding_institution_ids":["https://openalex.org/I198091727"],"apc_list":null,"apc_paid":null,"fwci":10.0919,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.98545018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"9","first_page":"15894","last_page":"15908"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8756300210952759},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.736745297908783},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6579087376594543},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5781960487365723},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5768402218818665},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5536193251609802},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5356179475784302},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4524215757846832},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43323129415512085},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4298154413700104},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4270707070827484},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4105533957481384},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3094140291213989},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.25688496232032776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15706360340118408}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8756300210952759},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.736745297908783},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6579087376594543},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5781960487365723},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5768402218818665},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5536193251609802},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5356179475784302},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4524215757846832},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43323129415512085},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4298154413700104},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4270707070827484},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4105533957481384},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3094140291213989},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.25688496232032776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15706360340118408},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3349609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3349609","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G759924022","display_name":null,"funder_award_id":"22JCZDJC00600","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G7940173398","display_name":null,"funder_award_id":"62172298","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8163892778","display_name":null,"funder_award_id":"61972456","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/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2811266402","https://openalex.org/W2889735101","https://openalex.org/W2922609623","https://openalex.org/W2955097190","https://openalex.org/W2964015972","https://openalex.org/W2981845057","https://openalex.org/W2987229805","https://openalex.org/W2996400947","https://openalex.org/W3009864640","https://openalex.org/W3011182939","https://openalex.org/W3018740610","https://openalex.org/W3024155406","https://openalex.org/W3027234883","https://openalex.org/W3034060540","https://openalex.org/W3080331083","https://openalex.org/W3090615085","https://openalex.org/W3093793239","https://openalex.org/W3112262420","https://openalex.org/W3127970036","https://openalex.org/W3128578194","https://openalex.org/W3129247004","https://openalex.org/W3130425349","https://openalex.org/W3134070916","https://openalex.org/W3184412044","https://openalex.org/W3209940515","https://openalex.org/W3212845011","https://openalex.org/W4206094570","https://openalex.org/W4206520343","https://openalex.org/W4206753471","https://openalex.org/W4211126203","https://openalex.org/W4213413389","https://openalex.org/W4225531527","https://openalex.org/W4226137608","https://openalex.org/W4285061777","https://openalex.org/W4285192912","https://openalex.org/W4285229621","https://openalex.org/W4292672186","https://openalex.org/W4295529402","https://openalex.org/W4309466223","https://openalex.org/W4313048468","https://openalex.org/W4313413208","https://openalex.org/W4315487792","https://openalex.org/W4321438421","https://openalex.org/W4365459175","https://openalex.org/W4386766865"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W4378977105","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W2917127270","https://openalex.org/W2902693277"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,5,25,54,61,92,155,161,176],"Industrial":[3,14],"Internet":[4],"Things":[6],"(IIoT)":[7],"has":[8],"completely":[9],"changed":[10],"traditional":[11],"manufacturing":[12],"industry.":[13],"equipments":[15],"with":[16,142],"limited":[17],"resources":[18],"often":[19],"cannot":[20],"meet":[21],"the":[22,51,55,58,76,104,107,120,124,129,134,151,162,172],"diverse":[23,59],"demands":[24,60],"numerous":[26],"computing-intensive":[27],"and":[28,46,57,86,96,123,133,153,166,174],"latency-sensitive":[29],"tasks.":[30],"Mobile":[31],"edge":[32,40],"computing":[33],"(MEC)":[34],"offloads":[35],"these":[36],"tasks":[37,95,99],"to":[38,42,102,118],"nearby":[39],"servers":[41],"achieve":[43],"lower":[44],"latency":[45,165],"energy":[47,167],"consumption.":[48],"However,":[49],"considering":[50],"channel":[52],"interferences":[53],"network":[56],"different":[62],"tasks,":[63],"coordinating":[64],"computation":[65,77,126],"offloading":[66,78,127],"among":[67],"multiple":[68],"devices":[69],"is":[70,79,100,116],"challenging.":[71],"To":[72],"address":[73],"this":[74],"challenge,":[75],"formulated":[80],"as":[81,169,171],"a":[82,87,112],"multiobjective":[83,136],"optimization":[84,114],"problem,":[85],"new":[88],"task":[89],"model":[90],"composed":[91],"scientific":[93],"workflow":[94,98],"concurrency":[97],"proposed":[101,157],"represent":[103],"multitask":[105,125],"in":[106,159],"industrial":[108],"environment.":[109],"In":[110],"addition,":[111],"two-hierarchical":[113],"framework":[115,158],"devised":[117],"optimize":[119],"bandwidth":[121,131],"allocation":[122],"through":[128],"dynamic":[130],"preallocation":[132],"improved":[135],"evolutionary":[137],"algorithm":[138],"based":[139],"on":[140],"decomposition":[141],"two":[143],"performance":[144],"enhancing":[145],"schemes.":[146],"Comprehensive":[147],"experiments":[148],"demonstrate":[149],"that":[150],"effectiveness":[152],"efficiency":[154],"our":[156],"terms":[160],"tradeoffs":[163],"between":[164],"consumption,":[168],"well":[170],"convergence":[173],"diversity":[175],"obtained":[177],"nondominated":[178],"solutions.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}