{"id":"https://openalex.org/W4406355141","doi":"https://doi.org/10.1109/ictc62082.2024.10827146","title":"Traffic-Efficient Data Aggregation Scheme for Network Data Analytics in B5G Networks","display_name":"Traffic-Efficient Data Aggregation Scheme for Network Data Analytics in B5G Networks","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406355141","doi":"https://doi.org/10.1109/ictc62082.2024.10827146"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10827146","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827146","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103109289","display_name":"Bo-Kyeong Kim","orcid":"https://orcid.org/0000-0002-0224-7985"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bokyeong Kim","raw_affiliation_strings":["Kyung Hee University,Department of Electronic Engineering,Yongin,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Department of Electronic Engineering,Yongin,Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007398507","display_name":"Haneul Ko","orcid":"https://orcid.org/0000-0002-9067-445X"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haneul Ko","raw_affiliation_strings":["Kyung Hee University,Department of Electronic Engineering,Yongin,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Department of Electronic Engineering,Yongin,Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33523069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1934","last_page":"1937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12203","display_name":"Mobile Agent-Based Network Management","score":0.7613000273704529,"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.7613000273704529,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7430999875068665,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.715399980545044,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.7178704142570496},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6535312533378601},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5107331275939941},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.5029868483543396},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4583974778652191},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4237223267555237},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3017045259475708},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.16901105642318726},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06198310852050781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7178704142570496},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6535312533378601},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5107331275939941},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.5029868483543396},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4583974778652191},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4237223267555237},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3017045259475708},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.16901105642318726},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06198310852050781},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10827146","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827146","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8212274782","display_name":null,"funder_award_id":"RS-2022-II221015","funder_id":"https://openalex.org/F4320335397","funder_display_name":"Institute of Information and Communication Technologies, Bulgarian Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320335397","display_name":"Institute of Information and Communication Technologies, Bulgarian Academy of Sciences","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2906008667","https://openalex.org/W2980549496","https://openalex.org/W2996036796","https://openalex.org/W3007633271","https://openalex.org/W3042792180","https://openalex.org/W3045763445","https://openalex.org/W3046147484","https://openalex.org/W3088200657","https://openalex.org/W3135406664","https://openalex.org/W4389664945"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413","https://openalex.org/W2462007151"],"abstract_inverted_index":{"To":[0,30,68],"derive":[1],"the":[2,27,70,73,109,113,119,131,138],"accurate":[3],"analytics":[4,8],"in":[5],"network":[6,18,28,74,115,140],"data":[7,13,37,41,51,63,85,92,97,122,133],"function":[9],"(NWDAF),":[10],"lots":[11],"of":[12,35,50,62,78,121,153],"from":[14],"multiple":[15],"sources":[16],"(i.e.,":[17,60],"functions":[19],"(NFs))":[20],"should":[21],"be":[22,43,66],"collected,":[23],"which":[24],"can":[25,42,136],"cause":[26],"congestion.":[29],"mitigate":[31],"this":[32],"congestion,":[33],"instead":[34],"delivering":[36],"whenever":[38],"it":[39],"generates,":[40],"aggregated.":[44],"However,":[45],"as":[46,102],"a":[47,82,91,96,124,150],"greater":[48],"number":[49],"is":[52,100],"aggregated,":[53],"NWDAF":[54],"may":[55,64],"have":[56],"more":[57],"delayed":[58],"information":[59],"freshness":[61,77,120,152],"not":[65],"guaranteed).":[67],"balance":[69],"tradeoff":[71],"between":[72],"congestion":[75,116,141],"and":[76,89],"data,":[79],"we":[80],"propose":[81],"traffic":[83],"efficient":[84],"aggregation":[86,93,98,134],"scheme":[87],"(TE-DAS)":[88],"investigate":[90],"policy.":[94],"Specifically,":[95],"problem":[99,106],"formulated":[101],"constrained":[103],"Markov":[104],"decision":[105],"(CMDP)":[107],"with":[108],"objective":[110],"to":[111,145],"minimize":[112],"temporal":[114,139],"while":[117,148],"maintaining":[118],"above":[123],"certain":[125],"level.":[126],"Evaluation":[127],"results":[128],"demonstrate":[129],"that":[130],"derived":[132],"policy":[135,147],"reduce":[137],"over":[142],"90%":[143],"compared":[144],"no-aggregation":[146],"providing":[149],"sufficient":[151],"data.":[154]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}