{"id":"https://openalex.org/W7133183622","doi":"https://doi.org/10.1109/tce.2026.3669402","title":"Sustainable Edge Deployment of Consumer-Centric Digital Twins for Healthcare 5.0: A Resource-Efficient Optimization Framework","display_name":"Sustainable Edge Deployment of Consumer-Centric Digital Twins for Healthcare 5.0: A Resource-Efficient Optimization Framework","publication_year":2026,"publication_date":"2026-03-02","ids":{"openalex":"https://openalex.org/W7133183622","doi":"https://doi.org/10.1109/tce.2026.3669402"},"language":null,"primary_location":{"id":"doi:10.1109/tce.2026.3669402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2026.3669402","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","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":null,"display_name":"Jialin Li","orcid":"https://orcid.org/0009-0008-8569-0165"},"institutions":[{"id":"https://openalex.org/I85430964","display_name":"Jinzhou Medical University","ror":"https://ror.org/02yd1yr68","country_code":"CN","type":"education","lineage":["https://openalex.org/I85430964"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialin Li","raw_affiliation_strings":["Department of Pathology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-8569-0165","affiliations":[{"raw_affiliation_string":"Department of Pathology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China","institution_ids":["https://openalex.org/I85430964"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rahul Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I2802359691","display_name":"Ganesh Shankar Vidyarthi Memorial Medical College","ror":"https://ror.org/002ztb251","country_code":"IN","type":"education","lineage":["https://openalex.org/I2802359691"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Kumar","raw_affiliation_strings":["Department of Mathematics, S.S.V P.G. College, Hapur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, S.S.V P.G. College, Hapur, India","institution_ids":["https://openalex.org/I2802359691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127781554","display_name":"Sachin Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sachin Kumar","raw_affiliation_strings":["Department of Data Science, Galgotias College of Engineering and Technology, Greater Noida, India"],"raw_orcid":"https://orcid.org/0000-0002-5324-2156","affiliations":[{"raw_affiliation_string":"Department of Data Science, Galgotias College of Engineering and Technology, Greater Noida, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127821680","display_name":"Keqin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keqin Li","raw_affiliation_strings":["College of Computer Science, State University of New York, New Paltz, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-5224-4048","affiliations":[{"raw_affiliation_string":"College of Computer Science, State University of New York, New Paltz, NY, USA","institution_ids":["https://openalex.org/I157455823"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jianhui Lv","orcid":"https://orcid.org/0009-0002-6017-8313"},"institutions":[{"id":"https://openalex.org/I4210162087","display_name":"Affiliated Hospital of Jining Medical University","ror":"https://ror.org/05e8kbn88","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210162087"]},{"id":"https://openalex.org/I85430964","display_name":"Jinzhou Medical University","ror":"https://ror.org/02yd1yr68","country_code":"CN","type":"education","lineage":["https://openalex.org/I85430964"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Lv","raw_affiliation_strings":["Multi-Modal Data Fusion and Precision Medicine Laboratory, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-6017-8313","affiliations":[{"raw_affiliation_string":"Multi-Modal Data Fusion and Precision Medicine Laboratory, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China","institution_ids":["https://openalex.org/I4210162087","https://openalex.org/I85430964"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4118,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95172017,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"72","issue":"2","first_page":"4219","last_page":"4231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.39259999990463257,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.39259999990463257,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.22509999573230743,"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/T13553","display_name":"Age of Information Optimization","score":0.045899998396635056,"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/software-deployment","display_name":"Software deployment","score":0.659600019454956},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5673999786376953},{"id":"https://openalex.org/keywords/swap","display_name":"Swap (finance)","score":0.4900999963283539},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.43639999628067017},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4081999957561493},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.38519999384880066},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.37450000643730164},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.3675999939441681},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.36160001158714294},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.35899999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7116000056266785},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.659600019454956},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5673999786376953},{"id":"https://openalex.org/C99821215","wikidata":"https://www.wikidata.org/wiki/Q1136583","display_name":"Swap (finance)","level":2,"score":0.4900999963283539},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4577000141143799},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.43639999628067017},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4081999957561493},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.37450000643730164},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.3675999939441681},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.365200012922287},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.32330000400543213},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.31709998846054077},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.3131999969482422},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2879999876022339},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.28209999203681946},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.2653000056743622},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2648000121116638},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.25870001316070557},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2026.3669402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2026.3669402","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6402621496","display_name":null,"funder_award_id":"62202247","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Healthcare":[0],"5.0":[1,165],"emerges":[2],"as":[3,9,30,76],"a":[4,77],"transformative":[5],"paradigm":[6],"positioning":[7],"patients":[8],"active":[10],"participants":[11],"through":[12,110],"consumer-centric":[13],"digital":[14,26],"twin":[15],"technologies":[16],"that":[17,128],"enable":[18],"proactive":[19],"health":[20,48],"management":[21],"and":[22,43,51,67,93,118,156],"personalized":[23],"interventions.":[24],"Consumer-centric":[25],"twins":[27],"(CCDTs)":[28],"function":[29],"high-fidelity":[31],"virtual":[32],"patient":[33,57,152],"replicas":[34],"continuously":[35],"processing":[36,63],"physiological":[37],"data":[38],"streams":[39],"from":[40],"wearable":[41],"sensors":[42],"medical":[44],"devices":[45],"to":[46],"predict":[47],"trajectory":[49],"deviations":[50],"recommend":[52],"timely":[53],"corrective":[54],"actions.":[55],"While":[56],"CCDTs":[58],"exhibit":[59],"heterogeneous":[60],"requirements":[61],"for":[62,162],"electrocardiograms,":[64],"glucose":[65],"monitors,":[66],"mobility":[68],"data.":[69],"This":[70],"study":[71],"formulates":[72],"sustainable":[73,101,163],"CCDT":[74,166],"deployment":[75,104],"binary":[78],"integer":[79],"programming":[80],"problem":[81],"minimizing":[82],"total":[83],"system":[84],"latency":[85,148],"under":[86],"computational":[87,142],"capacity,":[88],"storage":[89],"limits,":[90],"synchronization":[91],"requirements,":[92],"collaboration":[94,157],"needs,":[95],"proving":[96],"its":[97,160],"NP-hardness.":[98],"The":[99],"proposed":[100],"patient-centric":[102],"edge":[103],"(SPCED)":[105],"algorithm":[106],"combines":[107],"branch-and-bound":[108],"initialization":[109],"linear":[111],"relaxation":[112],"with":[113],"matching-theory":[114],"refinement":[115],"using":[116],"move":[117],"swap":[119],"operations,":[120],"achieving":[121,140],"bilateral":[122],"exchange":[123],"stability.":[124],"Simulation":[125],"results":[126],"demonstrate":[127],"SPCED":[129],"outperforms":[130],"six":[131],"baseline":[132],"algorithms,":[133],"including":[134],"state-of-the-art":[135],"decentralized":[136],"federated":[137],"learning":[138],"approaches,":[139],"99.81%":[141],"efficiency":[143],"improvement":[144],"while":[145],"maintaining":[146],"superior":[147],"performance":[149],"across":[150],"varying":[151],"populations,":[153],"resource":[154],"configurations,":[155],"patterns,":[158],"validating":[159],"effectiveness":[161],"healthcare":[164],"ecosystems.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-03-03T00:00:00"}