{"id":"https://openalex.org/W4412692552","doi":"https://doi.org/10.1007/s40747-025-02033-1","title":"Hierarchical distributed edge data aggregation and reporting method based on cluster center selection","display_name":"Hierarchical distributed edge data aggregation and reporting method based on cluster center selection","publication_year":2025,"publication_date":"2025-07-28","ids":{"openalex":"https://openalex.org/W4412692552","doi":"https://doi.org/10.1007/s40747-025-02033-1"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-02033-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02033-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02033-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02033-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075647566","display_name":"Wensheng Yang","orcid":"https://orcid.org/0009-0005-9123-1510"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wensheng Yang","raw_affiliation_strings":["School of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017108350","display_name":"Chengsheng Pan","orcid":"https://orcid.org/0000-0001-7457-4902"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengsheng Pan","raw_affiliation_strings":["School of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075647566"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19464626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9761999845504761,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9761999845504761,"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":0.9610999822616577,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9495999813079834,"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/cluster","display_name":"Cluster (spacecraft)","score":0.7372063994407654},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7007983922958374},{"id":"https://openalex.org/keywords/center","display_name":"Center (category theory)","score":0.6413921117782593},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6260071992874146},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5784876942634583},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.5346217751502991},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4901514947414398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4782520830631256},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4711778461933136},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4711246192455292},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.32156693935394287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21772027015686035},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.1646409034729004},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1225767433643341},{"id":"https://openalex.org/keywords/crystallography","display_name":"Crystallography","score":0.07180234789848328},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06181466579437256}],"concepts":[{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.7372063994407654},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7007983922958374},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.6413921117782593},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6260071992874146},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5784876942634583},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.5346217751502991},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4901514947414398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4782520830631256},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4711778461933136},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4711246192455292},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.32156693935394287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21772027015686035},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.1646409034729004},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1225767433643341},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.07180234789848328},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06181466579437256}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-02033-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02033-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02033-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ae62742883a54461a454e06f82753026","is_oa":true,"landing_page_url":"https://doaj.org/article/ae62742883a54461a454e06f82753026","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 9, Pp 1-15 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-02033-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02033-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02033-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6068309802","display_name":null,"funder_award_id":"61931004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7718925227","display_name":null,"funder_award_id":"61931004","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412692552.pdf","grobid_xml":"https://content.openalex.org/works/W4412692552.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2481510172","https://openalex.org/W2508342311","https://openalex.org/W2518972939","https://openalex.org/W2753516750","https://openalex.org/W2756446956","https://openalex.org/W2767083195","https://openalex.org/W2800841279","https://openalex.org/W2909007847","https://openalex.org/W2914431442","https://openalex.org/W3003682114","https://openalex.org/W3009956886","https://openalex.org/W3011007940","https://openalex.org/W3012266038","https://openalex.org/W3097000681","https://openalex.org/W3118348291","https://openalex.org/W3125783724","https://openalex.org/W3129010067","https://openalex.org/W3163842001","https://openalex.org/W3181339967","https://openalex.org/W4287844190","https://openalex.org/W4313291253","https://openalex.org/W4387424723"],"related_works":["https://openalex.org/W2793666424","https://openalex.org/W1965825568","https://openalex.org/W2181472888","https://openalex.org/W1521063997","https://openalex.org/W2558765606","https://openalex.org/W2942292918","https://openalex.org/W2078131767","https://openalex.org/W2588285561","https://openalex.org/W4292477917","https://openalex.org/W2143154767"],"abstract_inverted_index":{"With":[0],"the":[1,50,74,147,188],"surge":[2],"of":[3,19,76,197],"IoT":[4],"devices,":[5],"sensors,":[6],"and":[7,16,26,35,47,58,63,79,87,152,173,193],"smart":[8],"terminals":[9],"has":[10],"led":[11],"to":[12,53,118,128],"distributed":[13,100,119],"data":[14,45,55,68,78,102,120,131,135],"sources":[15],"vast":[17],"volumes":[18],"data.":[20],"These":[21],"challenges":[22],"traditional":[23,66],"centralized":[24,67],"networks":[25],"cloud":[27],"computing":[28,41,80],"architectures,":[29],"which":[30],"struggle":[31],"with":[32],"bandwidth,":[33,192],"latency,":[34,190],"storage":[36],"limitations.":[37],"Consequently,":[38],"decentralized":[39],"edge":[40,52,101,134],"is":[42,144],"crucial,":[43],"enabling":[44],"processing":[46,89,124,195],"analysis":[48],"at":[49,125],"network's":[51],"alleviate":[54],"return":[56],"pressure":[57],"enhance":[59],"system":[60],"response":[61],"speed":[62],"reliability.":[64],"However,":[65],"aggregation":[69,103],"methods":[70],"become":[71],"inefficient":[72],"in":[73,83],"face":[75],"massive":[77],"resources,":[81],"resulting":[82],"long":[84],"transmission":[85],"times":[86],"low":[88,189],"efficiency.":[90],"To":[91],"address":[92],"these":[93,163],"issues,":[94],"this":[95],"paper":[96],"presents":[97],"a":[98,115,158],"hierarchical":[99],"reporting":[104],"method":[105,113],"based":[106,161],"on":[107,162],"cluster":[108,140,150,175],"center":[109,141],"selection":[110,142,159],"(HDAR-CCS).":[111],"This":[112],"employs":[114],"staged":[116],"approach":[117,182],"aggregation,":[121],"utilizing":[122],"parallel":[123],"each":[126],"stage":[127],"efficiently":[129],"handle":[130],"from":[132],"multiple":[133],"centers.":[136,176],"Additionally,":[137],"an":[138,167],"optimal":[139],"algorithm":[143],"proposed,":[145],"integrating":[146],"distances":[148],"between":[149],"centers":[151],"available":[153],"network":[154],"resources.":[155],"By":[156],"establishing":[157],"criterion":[160],"distances,":[164],"we":[165],"design":[166],"effective":[168],"scheme":[169],"for":[170],"choosing":[171],"initial":[172],"subsequent":[174],"Experimental":[177],"results":[178],"demonstrate":[179],"that":[180],"our":[181],"outperforms":[183],"existing":[184],"algorithms,":[185],"effectively":[186],"meeting":[187],"high":[191],"efficient":[194],"needs":[196],"intelligent":[198],"applications.":[199]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}