{"id":"https://openalex.org/W7124147405","doi":"https://doi.org/10.1109/icpads67057.2025.11323179","title":"Multi-Objective Partial Computation Offloading for Edge Intelligence with Heterogeneous Components","display_name":"Multi-Objective Partial Computation Offloading for Edge Intelligence with Heterogeneous Components","publication_year":2025,"publication_date":"2025-12-14","ids":{"openalex":"https://openalex.org/W7124147405","doi":"https://doi.org/10.1109/icpads67057.2025.11323179"},"language":"en","primary_location":{"id":"doi:10.1109/icpads67057.2025.11323179","doi":"https://doi.org/10.1109/icpads67057.2025.11323179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpads67057.2025.11323179","pdf_url":null,"source":{"id":"https://openalex.org/S7407087481","display_name":"IEEE International Conference on Parallel and Distributed Systems (ICPADS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5123007692","display_name":"Baoyu Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyu Xu","raw_affiliation_strings":["College of Intelligent Robotics and Advanced Manufacturing, Fudan University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Robotics and Advanced Manufacturing, Fudan University,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123053955","display_name":"Yancheng Ruan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yancheng Ruan","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University,Shanghai,China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123037483","display_name":"Tianyu Qi","orcid":"https://orcid.org/0000-0001-5484-985X","observed_orcids":["https://orcid.org/0000-0001-5484-985X","https://orcid.org/0009-0006-1616-9902"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Qi","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China,Hefei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025230449","display_name":"Guobing Zou","orcid":"https://orcid.org/0000-0002-7865-8158","observed_orcids":["https://orcid.org/0000-0002-7865-8158"]},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guobing Zou","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University,Shanghai,China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121650649","display_name":"Xiaoyang Kang","orcid":"https://orcid.org/0000-0003-4372-9531","observed_orcids":["https://orcid.org/0000-0003-4372-9531"]},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Kang","raw_affiliation_strings":["College of Intelligent Robotics and Advanced Manufacturing, Fudan University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Robotics and Advanced Manufacturing, Fudan University,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123002386","display_name":"Lihua Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Zhang","raw_affiliation_strings":["College of Intelligent Robotics and Advanced Manufacturing, Fudan University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Robotics and Advanced Manufacturing, Fudan University,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7616,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59647852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9990000128746033,"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":0.9990000128746033,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":9.999999747378752e-05,"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/computation-offloading","display_name":"computation offloading","score":0.9739999771118164},{"id":"https://openalex.org/keywords/edge-intelligence","display_name":"edge AI","score":0.9810000061988831},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.8539999723434448},{"id":"https://openalex.org/keywords/memory-offloading","display_name":"memory offloading","score":0.7369999885559082},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"energy consumption","score":0.578000009059906},{"id":"https://openalex.org/keywords/execution-time","display_name":"execution time","score":0.9580000042915344},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"simulated annealing","score":0.6980000138282776},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.6439999938011169},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.675000011920929},{"id":"https://openalex.org/keywords/edge-servers","display_name":"edge servers","score":0.5609999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889000177383423},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.708899974822998},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6972000002861023},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6168000102043152},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5688999891281128},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5483999848365784},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5123000144958496},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4968999922275543},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.4657000005245209},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4345000088214874},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4052000045776367},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.399399995803833},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.39820000529289246},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3580999970436096},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.3091999888420105},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.27059999108314514},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpads67057.2025.11323179","doi":"https://doi.org/10.1109/icpads67057.2025.11323179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpads67057.2025.11323179","pdf_url":null,"source":{"id":"https://openalex.org/S7407087481","display_name":"IEEE International Conference on Parallel and Distributed Systems (ICPADS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2002555321","https://openalex.org/W2035276889","https://openalex.org/W2109217867","https://openalex.org/W2126105956","https://openalex.org/W2347804410","https://openalex.org/W2736305332","https://openalex.org/W2800718076","https://openalex.org/W2808052525","https://openalex.org/W2889735101","https://openalex.org/W2900931855","https://openalex.org/W2964077788","https://openalex.org/W2971544482","https://openalex.org/W3047392327","https://openalex.org/W3130425349","https://openalex.org/W3140854437","https://openalex.org/W3152617927","https://openalex.org/W3175947748","https://openalex.org/W3192874972","https://openalex.org/W3210635777","https://openalex.org/W4293445942","https://openalex.org/W4297510022","https://openalex.org/W4313555238","https://openalex.org/W4323897035","https://openalex.org/W4386783371","https://openalex.org/W4394060780","https://openalex.org/W4394851736","https://openalex.org/W4399337044","https://openalex.org/W4400142659","https://openalex.org/W4401894486","https://openalex.org/W4405277904","https://openalex.org/W4405909511","https://openalex.org/W4406321636"],"related_works":["https://openalex.org/W4406321636","https://openalex.org/W4408951577","https://openalex.org/W3213037096","https://openalex.org/W4295529402","https://openalex.org/W4403280056","https://openalex.org/W2971802369","https://openalex.org/W4395479246","https://openalex.org/W7156624132","https://openalex.org/W4210588030","https://openalex.org/W7124157076"],"abstract_inverted_index":{"Edge":[0],"intelligence,":[1],"the":[2,12,61,110,144,163],"fusion":[3],"of":[4,14,17,63,113,153,165],"edge":[5,28,36,57,88,114],"computing":[6],"and":[7,48,59,82,99,109,126,132,139,159],"artificial":[8],"intelligence":[9,89],"(AI),":[10],"drives":[11],"advancement":[13],"intelligent":[15],"Internet":[16],"Things":[18],"(IoT).":[19],"Since":[20],"AI":[21],"applications":[22],"are":[23],"often":[24,53],"data-and":[25],"computation-intensive,":[26],"resource-scarce":[27],"devices":[29],"need":[30],"to":[31,34,41,101],"migrate":[32],"data":[33],"resource-rich":[35],"servers":[37],"through":[38,134],"computation":[39],"offloading":[40,169],"meet":[42],"requirements":[43],"such":[44,66],"as":[45,67],"energy":[46,104],"efficiency":[47],"low":[49],"latency.":[50],"Existing":[51],"studies":[52],"focus":[54],"on":[55,69,168],"CPU-based":[56],"systems":[58,90],"neglect":[60],"impacts":[62],"other":[64],"components,":[65,93],"memory,":[68,97],"offloading.":[70],"From":[71],"a":[72,79,83],"parallel":[73],"processing":[74],"perspective,":[75],"this":[76],"article":[77],"establishes":[78],"system":[80,103],"model":[81,86],"multi-objective":[84,117],"optimization":[85,118],"for":[87],"with":[91],"heterogeneous":[92],"including":[94],"diverse":[95],"processors,":[96],"network,":[98],"applications,":[100],"minimize":[102],"consumption,":[105],"total":[106],"execution":[107],"time,":[108],"workload":[111],"ratio":[112],"servers.":[115],"A":[116],"algorithm":[119,146],"integrating":[120],"archive":[121],"initialization,":[122],"hybrid":[123],"perturbation,":[124],"clustering,":[125],"modified":[127],"simulated":[128],"annealing":[129],"is":[130],"proposed":[131,145],"validated":[133],"experiments":[135],"using":[136],"real-world":[137],"software":[138],"hardware.":[140],"Results":[141],"demonstrate":[142],"that":[143],"significantly":[147],"outperforms":[148],"comparative":[149],"algorithms":[150],"in":[151],"terms":[152],"inverted":[154],"generational":[155],"distance,":[156],"pure":[157],"diversity,":[158],"run-time":[160],"while":[161],"revealing":[162],"influence":[164],"application":[166],"characteristics":[167],"performance.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-01-15T00:00:00"}
