{"id":"https://openalex.org/W4385329442","doi":"https://doi.org/10.1109/iwqos57198.2023.10188694","title":"Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning","display_name":"Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4385329442","doi":"https://doi.org/10.1109/iwqos57198.2023.10188694"},"language":"en","primary_location":{"id":"doi:10.1109/iwqos57198.2023.10188694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos57198.2023.10188694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)","raw_type":"proceedings-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/A5008081503","display_name":"Yuzhu Liang","orcid":"https://orcid.org/0000-0002-7761-8947"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuzhu Liang","raw_affiliation_strings":["School of Artificial Intelligence, Beijing Normal University,Beijing,China,100875"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing Normal University,Beijing,China,100875","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100738585","display_name":"Wenhua Wang","orcid":"https://orcid.org/0000-0002-7682-0860"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhua Wang","raw_affiliation_strings":["School of Artificial Intelligence, Beijing Normal University,Beijing,China,100875"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing Normal University,Beijing,China,100875","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081182489","display_name":"Xi Zheng","orcid":"https://orcid.org/0000-0002-2572-2355"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xi Zheng","raw_affiliation_strings":["School of Computing, Macquarie University,NSW,Australia,2109"],"affiliations":[{"raw_affiliation_string":"School of Computing, Macquarie University,NSW,Australia,2109","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432505","display_name":"Qin Liu","orcid":"https://orcid.org/0000-0003-0236-4513"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Liu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University,Changsha,China,410082"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University,Changsha,China,410082","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456543","display_name":"Liang Wang","orcid":"https://orcid.org/0000-0002-5897-4401"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University,Xi'an,China,710072"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University,Xi'an,China,710072","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006546107","display_name":"Tian Wang","orcid":"https://orcid.org/0000-0003-4819-621X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal University - Hong Kong Baptist University United International College","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["BNU-UIC Institute of Artificial Intelligence and Future Networks, Beijing Normal University,Zhuhai,China,519000","Guangdong Key Lab of AI and Multi-Modal Data Processing, BNU-HKBU United International College, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"BNU-UIC Institute of Artificial Intelligence and Future Networks, Beijing Normal University,Zhuhai,China,519000","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, BNU-HKBU United International College, Zhuhai, China","institution_ids":["https://openalex.org/I12615008"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008081503"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":null,"apc_paid":null,"fwci":1.5763,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86284604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9990000128746033,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9990000128746033,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9969000220298767,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.8201100826263428},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6948573589324951},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6265634298324585},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6099682450294495},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6023857593536377},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6018838286399841},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5777212977409363},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5656307935714722},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5189509391784668},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4880932569503784},{"id":"https://openalex.org/keywords/data-as-a-service","display_name":"Data as a service","score":0.48140859603881836},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4300297796726227},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10523128509521484},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10319733619689941},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09900712966918945},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08994579315185547},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07003861665725708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8201100826263428},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6948573589324951},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6265634298324585},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6099682450294495},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6023857593536377},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6018838286399841},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5777212977409363},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5656307935714722},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5189509391784668},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4880932569503784},{"id":"https://openalex.org/C97300177","wikidata":"https://www.wikidata.org/wiki/Q1994744","display_name":"Data as a service","level":3,"score":0.48140859603881836},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4300297796726227},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10523128509521484},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10319733619689941},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09900712966918945},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08994579315185547},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07003861665725708},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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/iwqos57198.2023.10188694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos57198.2023.10188694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1633255710","display_name":null,"funder_award_id":"4232028","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G3327041672","display_name":null,"funder_award_id":"2020J06023","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G4400981575","display_name":null,"funder_award_id":"BNUZHXKJC-14","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"},{"id":"https://openalex.org/G6330452986","display_name":null,"funder_award_id":"62172046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8194252211","display_name":null,"funder_award_id":"2022YFE0201400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2791322977","https://openalex.org/W2914436728","https://openalex.org/W2920011362","https://openalex.org/W2972270478","https://openalex.org/W3018002587","https://openalex.org/W3090383361","https://openalex.org/W3126231714","https://openalex.org/W3134064579","https://openalex.org/W3143519163","https://openalex.org/W3156452696","https://openalex.org/W3165381529","https://openalex.org/W4320490877","https://openalex.org/W4360930323"],"related_works":["https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4322761281","https://openalex.org/W2914646191","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4312996489","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"The":[0,25],"proliferation":[1],"of":[2,7,15,22,27,30,91,109],"dirty":[3],"data":[4,31,59,70,110],"on":[5,33],"Internet":[6],"Things":[8],"(IoT)":[9],"devices":[10,35],"can":[11],"undermine":[12],"the":[13,20,63,89,102,107],"accuracy":[14,108],"data-driven":[16],"decision-making":[17],"by":[18,39,112,117],"affecting":[19],"distribution":[21],"original":[23],"data.":[24],"Quality":[26],"Service":[28],"(QoS)":[29],"cleaning":[32,60,71,111],"these":[34],"is":[36,53],"heavily":[37],"impacted":[38],"processing":[40],"delay":[41,116],"and":[42,61,95,114],"accuracy.":[43],"In":[44],"this":[45,76],"paper,":[46],"we":[47,78],"find":[48],"that":[49,86,101],"edge":[50,65],"service":[51,66],"placement":[52,67],"a":[54,80],"key":[55],"step":[56],"aligned":[57],"with":[58,68],"consider":[62],"collaborative":[64,83],"distributed":[69,82],"(SPDC)":[72],"problem.":[73],"To":[74],"address":[75],"issue,":[77],"propose":[79],"novel":[81],"edge-based":[84],"architecture":[85],"effectively":[87],"balances":[88],"demands":[90],"storage,":[92],"communication,":[93],"computation,":[94],"load":[96],"constraints.":[97],"Experimental":[98],"results":[99],"show":[100],"proposed":[103],"approach":[104],"significantly":[105],"improves":[106],"0.31%-86.07%":[113],"reduces":[115],"2.73%-58.71%":[118],"compared":[119],"to":[120],"state-of-the-art":[121],"baselines.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}