{"id":"https://openalex.org/W3119744174","doi":"https://doi.org/10.1109/tcc.2021.3050012","title":"Optimal Task Allocation and Coding Design for Secure Edge Computing With Heterogeneous Edge Devices","display_name":"Optimal Task Allocation and Coding Design for Secure Edge Computing With Heterogeneous Edge Devices","publication_year":2021,"publication_date":"2021-01-10","ids":{"openalex":"https://openalex.org/W3119744174","doi":"https://doi.org/10.1109/tcc.2021.3050012","mag":"3119744174"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2021.3050012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2021.3050012","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","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/A5100346201","display_name":"Jin Wang","orcid":"https://orcid.org/0000-0003-0766-9906"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Jin Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Soochow University, Suzhou, China","Department of Computer Science, City University, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-0766-9906","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"Department of Computer Science, City University, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066563948","display_name":"Chunming Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunming Cao","raw_affiliation_strings":["Department of Computer Science and Technology, Soochow University, Suzhou, China","China Mobile (Suzhou) Software Technology Company, Ltd., Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"China Mobile (Suzhou) Software Technology Company, Ltd., Suzhou, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356291","display_name":"Jianping Wang","orcid":"https://orcid.org/0000-0002-9318-1482"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Jianping Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Soochow University, Suzhou, China","Department of Computer Science, City University, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-9318-1482","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"Department of Computer Science, City University, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066981817","display_name":"Kejie Lu","orcid":"https://orcid.org/0000-0002-6315-2031"},"institutions":[{"id":"https://openalex.org/I60388903","display_name":"University of Puerto Rico-Mayaguez","ror":"https://ror.org/00wek6x04","country_code":"PR","type":"education","lineage":["https://openalex.org/I200399037","https://openalex.org/I60388903"]}],"countries":["PR"],"is_corresponding":false,"raw_author_name":"Kejie Lu","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Puerto Rico at Mayag&#x00FC;ez, Puerto Rico, USA"],"raw_orcid":"https://orcid.org/0000-0002-6315-2031","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Puerto Rico at Mayag&#x00FC;ez, Puerto Rico, USA","institution_ids":["https://openalex.org/I60388903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061791380","display_name":"Admela Jukan","orcid":"https://orcid.org/0000-0002-4434-6340"},"institutions":[{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Admela Jukan","raw_affiliation_strings":["Department of Electrical Engineering, Information Technology, Physics, Technische Universit&#x00E4;t Carolo-Wilhelmina zu Braunschweig, Braunschweig, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4434-6340","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Information Technology, Physics, Technische Universit&#x00E4;t Carolo-Wilhelmina zu Braunschweig, Braunschweig, Germany","institution_ids":["https://openalex.org/I94509681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002311337","display_name":"Wei Zhao","orcid":"https://orcid.org/0000-0002-6268-2559"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["CAS Shenzhen Institute of Advanced Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6268-2559","affiliations":[{"raw_affiliation_string":"CAS Shenzhen Institute of Advanced Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3444,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.89950942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"4","first_page":"2817","last_page":"2833"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.825369119644165},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6649118065834045},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47974693775177},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45776820182800293},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4529286324977875},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44298192858695984},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.43543070554733276},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4128414988517761},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4127645492553711},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3225787281990051},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2361348271369934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15429547429084778},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09063661098480225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.825369119644165},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6649118065834045},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47974693775177},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45776820182800293},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4529286324977875},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44298192858695984},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.43543070554733276},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4128414988517761},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4127645492553711},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3225787281990051},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2361348271369934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15429547429084778},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09063661098480225},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2021.3050012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2021.3050012","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G2282786698","display_name":null,"funder_award_id":"CNS-1730325","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2340801161","display_name":null,"funder_award_id":"62072321,61672370","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3845546102","display_name":null,"funder_award_id":"XYDXX-084","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G8708758488","display_name":null,"funder_award_id":"952644","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1557386445","https://openalex.org/W1979120705","https://openalex.org/W2056327536","https://openalex.org/W2076478806","https://openalex.org/W2268702383","https://openalex.org/W2398056013","https://openalex.org/W2589571058","https://openalex.org/W2591677828","https://openalex.org/W2592930648","https://openalex.org/W2594205248","https://openalex.org/W2624989916","https://openalex.org/W2745045892","https://openalex.org/W2757498728","https://openalex.org/W2787490376","https://openalex.org/W2794927157","https://openalex.org/W2798525132","https://openalex.org/W2798801051","https://openalex.org/W2808580034","https://openalex.org/W2902687529","https://openalex.org/W2904280844","https://openalex.org/W2922342388","https://openalex.org/W2929607020","https://openalex.org/W2962208489","https://openalex.org/W2962850796","https://openalex.org/W2962901206","https://openalex.org/W2963138848","https://openalex.org/W2963772155","https://openalex.org/W2964095159","https://openalex.org/W2964143317","https://openalex.org/W2982328282","https://openalex.org/W3008490107","https://openalex.org/W3011729304","https://openalex.org/W3100515187","https://openalex.org/W3103649678","https://openalex.org/W4236536374","https://openalex.org/W6712184890","https://openalex.org/W6738835244","https://openalex.org/W6748148294","https://openalex.org/W6750600521"],"related_works":["https://openalex.org/W2372403409","https://openalex.org/W4242726756","https://openalex.org/W144832045","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4381114416","https://openalex.org/W3023564924","https://openalex.org/W2942586735","https://openalex.org/W2945337394"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"edge":[3,22,34,109,156],"computing":[4,23,106],"has":[5],"attracted":[6],"significant":[7],"attention":[8],"because":[9,33],"it":[10],"can":[11],"effectively":[12],"support":[13],"many":[14,26,74],"delay-sensitive":[15],"applications.":[16],"Despite":[17],"such":[18],"a":[19,49,69,105,152],"salient":[20],"feature,":[21],"also":[24,200],"faces":[25],"challenges,":[27,46],"especially":[28],"for":[29,136,177],"efficiency":[30,54],"and":[31,39,55,111,158,184,195],"security,":[32,91],"devices":[35,110,157],"are":[36],"usually":[37],"heterogeneous":[38],"may":[40],"be":[41],"untrustworthy.":[42],"To":[43,84],"address":[44],"these":[45],"we":[47,65,92,129,145,172,199,210],"propose":[48],"unified":[50],"framework":[51],"to":[52,108,150,165,215],"provide":[53],"confidentiality":[56],"by":[57,120],"coded":[58,162,175],"distributed":[59,75],"computing.":[60],"Within":[61],"the":[62,80,122,133,137,142,159,168,193,203,206,217,220],"proposed":[63,207,221],"framework,":[64],"use":[66],"matrix":[67],"multiplication,":[68],"fundamental":[70],"building":[71],"block":[72],"of":[73,154,161,190,205,219],"machine":[76],"learning":[77],"algorithms,":[78],"as":[79],"representative":[81],"computation":[82,183],"task.":[83],"minimize":[85],"resource":[86],"consumption":[87],"while":[88],"achieving":[89],"information-theoretic":[90],"investigate":[93],"two":[94,178],"highly-coupled":[95],"problems,":[96],"(1)":[97,180],"task":[98,107,169],"allocation":[99,170],"that":[100,116],"assigns":[101],"data":[102,118,124],"blocks":[103,119],"in":[104],"(2)":[112,185],"linear":[113],"code":[114],"design":[115],"generates":[117],"encoding":[121],"original":[123],"with":[125,181],"random":[126],"information.":[127],"Specifically,":[128],"first":[130],"theoretically":[131,201],"analyze":[132,202],"necessary":[134],"conditions":[135],"optimal":[138],"solution.":[139],"Based":[140],"on":[141],"theoretical":[143],"analysis,":[144],"develop":[146],"an":[147],"efficienttask":[148],"allocationalgorithm":[149],"obtain":[151],"set":[153],"selected":[155],"number":[160],"vectors":[163],"allocated":[164],"them.":[166],"Using":[167],"results,":[171],"then":[173],"designsecure":[174],"computingschemes,":[176],"cases,":[179],"redundant":[182,187],"without":[186],"computation,":[188],"all":[189],"which":[191],"satisfy":[192],"availability":[194],"security":[196],"conditions.":[197],"Moreover,":[198],"optimization":[204],"scheme.":[208],"Finally,":[209],"conduct":[211],"extensive":[212],"simulation":[213],"experiments":[214],"demonstrate":[216],"effectiveness":[218],"schemes.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
