{"id":"https://openalex.org/W4403390897","doi":"https://doi.org/10.1109/tsc.2024.3479909","title":"Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification","display_name":"Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4403390897","doi":"https://doi.org/10.1109/tsc.2024.3479909"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2024.3479909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2024.3479909","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014898958","display_name":"Yao Zhao","orcid":"https://orcid.org/0000-0002-5870-7370"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yao Zhao","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040772796","display_name":"Youyang Qu","orcid":"https://orcid.org/0000-0002-2944-4647"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youyang Qu","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051297830","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0003-3545-7863"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404363","display_name":"Feifei Chen","orcid":"https://orcid.org/0000-0001-5455-3792"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Feifei Chen","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000628690","display_name":"Md Palash Uddin","orcid":"https://orcid.org/0000-0002-4429-6590"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md Palash Uddin","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014898958"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":1.456,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84112286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"17","issue":"6","first_page":"4481","last_page":"4493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8296715021133423},{"id":"https://openalex.org/keywords/replica","display_name":"Replica","score":0.7747406959533691},{"id":"https://openalex.org/keywords/data-integrity","display_name":"Data integrity","score":0.633833110332489},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5516940355300903},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5447489023208618},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.48993581533432007},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.4778439700603485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3279528319835663},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2274617850780487},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20365232229232788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1266116499900818}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8296715021133423},{"id":"https://openalex.org/C2775937380","wikidata":"https://www.wikidata.org/wiki/Q1232589","display_name":"Replica","level":2,"score":0.7747406959533691},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.633833110332489},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5516940355300903},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5447489023208618},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.48993581533432007},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4778439700603485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3279528319835663},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2274617850780487},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20365232229232788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1266116499900818},{"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2024.3479909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2024.3479909","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/27297501","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27297501","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1420883908","display_name":null,"funder_award_id":"LP190100594","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6944815351","display_name":null,"funder_award_id":"ZR202211150015","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1680189815","https://openalex.org/W1993209630","https://openalex.org/W2005759443","https://openalex.org/W2050955150","https://openalex.org/W2073211622","https://openalex.org/W2102433164","https://openalex.org/W2151472800","https://openalex.org/W2282861635","https://openalex.org/W2317218987","https://openalex.org/W2560178266","https://openalex.org/W2597776218","https://openalex.org/W2918639172","https://openalex.org/W2919017393","https://openalex.org/W2937396090","https://openalex.org/W2953929453","https://openalex.org/W2965952138","https://openalex.org/W2982516999","https://openalex.org/W2999110778","https://openalex.org/W3004055934","https://openalex.org/W3009866029","https://openalex.org/W3031928705","https://openalex.org/W3036470329","https://openalex.org/W3038534820","https://openalex.org/W3111967092","https://openalex.org/W3112923378","https://openalex.org/W3113054364","https://openalex.org/W3117494301","https://openalex.org/W3132069591","https://openalex.org/W3181129449","https://openalex.org/W3199763178","https://openalex.org/W4253461361","https://openalex.org/W4254182148","https://openalex.org/W4290714800","https://openalex.org/W4312384563","https://openalex.org/W4362653288","https://openalex.org/W4386363068","https://openalex.org/W4391854874","https://openalex.org/W4401396935"],"related_works":["https://openalex.org/W3013979739","https://openalex.org/W2655578171","https://openalex.org/W2577913821","https://openalex.org/W2460131733","https://openalex.org/W2065616796","https://openalex.org/W3089353361","https://openalex.org/W4387006424","https://openalex.org/W2061818469","https://openalex.org/W9098411","https://openalex.org/W1939743152"],"abstract_inverted_index":{"<u>M</u>obile":[0],"<u>E</u>dge":[1,76],"<u>C</u>omputing":[2],"(MEC)":[3],"is":[4,69,100],"an":[5,32,222],"emerging":[6],"technology,":[7],"where":[8],"App":[9,39],"vendors":[10],"are":[11,84],"allowed":[12],"to":[13,23,72,87,106,125],"cache":[14,173],"multiple":[15,48],"data":[16,49,66,113,135,191],"replicas":[17,50,67,114],"on":[18],"geographically":[19],"distributed":[20,57],"edge":[21,36],"servers":[22,37],"serve":[24],"adjacent":[25],"mobile":[26],"subscribers.":[27],"However,":[28],"this":[29,118],"benefit":[30],"introduces":[31],"extra":[33],"workload":[34],"for":[35],"and":[38,58,94,130,179,205,225,235,241],"vendors,":[40],"as":[41,200],"they":[42],"must":[43],"audit":[44],"the":[45,98,122,133,151,155,172,197,215,239],"integrity":[46],"of":[47,65,157,190,243],"periodically":[51],"considering":[52],"various":[53],"threats":[54],"caused":[55],"by":[56,90,149,170],"dynamic":[59],"MEC":[60],"environments.":[61],"The":[62],"large-scale":[63],"growth":[64],"certainly":[68],"a":[70,127,187,201,227],"challenge":[71],"design":[73],"more":[74],"efficient":[75],"<u>D</u>ata":[77],"<u>I</u>ntegrity":[78],"(EDI)":[79],"verification":[80,95,159,168,180],"approaches.":[81],"Existing":[82],"solutions":[83,148],"mostly":[85],"limited":[86],"improving":[88],"efficiency":[89,169,242],"optimizing":[91],"proof":[92],"generation":[93],"methods,":[96],"while":[97],"improvement":[99],"still":[101],"far":[102],"from":[103],"satisfactory":[104],"due":[105],"adopting":[107],"indiscriminate":[108],"inspection":[109],"philosophy":[110],"(checking":[111],"all":[112],"without":[115],"discrimination).":[116],"In":[117],"paper,":[119],"we":[120,194,218],"make":[121],"first":[123,195],"attempt":[124],"abstract":[126],"pre-processing":[128],"phase":[129],"correspondingly":[131],"study":[132],"<u>U</u>nreliable":[134],"<u>R</u>eplica":[136],"<u>S</u>election":[137],"(URS)":[138],"problem.":[139],"It":[140],"can":[141,163],"be":[142],"seamlessly":[143],"integrated":[144],"into":[145,221],"existing":[146],"EDI":[147,167],"solving":[150],"URS":[152,198],"problem":[153,199,216],"at":[154],"start":[156],"each":[158],"round.":[160],"Such":[161],"pre-selection":[162],"significantly":[164],"enhance":[165],"overall":[166],"incorporating":[171],"service":[174],"<u>Q</u>uality":[175],"<u>o</u>f":[176],"<u>S</u>ervice":[177],"(QoS)":[178],"success":[181],"rate,":[182],"especially":[183],"in":[184],"scenarios":[185],"with":[186],"large":[188],"number":[189],"replicas.":[192],"Specifically,":[193],"formalize":[196],"constrained":[202],"optimization":[203],"problem,":[204],"further":[206],"prove":[207],"its":[208],"<inline-formula><tex-math":[209],"notation=\"LaTeX\">$\\mathcal":[210],"{NP}$</tex-math></inline-formula>":[211],"-hardness.":[212],"To":[213],"address":[214],"efficiently,":[217],"transform":[219],"it":[220],"easy-to-handle":[223],"form":[224],"develop":[226],"<u>P</u>riority-based":[228],"approach":[229],"named":[230],"URS-P.":[231],"Both":[232],"theoretical":[233],"analysis":[234],"experimental":[236],"evaluation":[237],"validate":[238],"effectiveness":[240],"our":[244],"proposed":[245],"solution.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}