{"id":"https://openalex.org/W2147315957","doi":"https://doi.org/10.1109/fskd.2011.6019711","title":"SAKU: A distributed system for data analysis in large-scale dataset based on cloud computing","display_name":"SAKU: A distributed system for data analysis in large-scale dataset based on cloud computing","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2147315957","doi":"https://doi.org/10.1109/fskd.2011.6019711","mag":"2147315957"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2011.6019711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2011.6019711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5103120679","display_name":"Lei Qin","orcid":"https://orcid.org/0000-0002-7787-967X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Qin","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","[School of Computer Science, Beijing University of Posts and Telecommunications, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"[School of Computer Science, Beijing University of Posts and Telecommunications, China]","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043114890","display_name":"Bin Wu","orcid":"https://orcid.org/0000-0001-5787-9536"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wu","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","[School of Computer Science, Beijing University of Posts and Telecommunications, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"[School of Computer Science, Beijing University of Posts and Telecommunications, China]","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046684626","display_name":"Qing Ke","orcid":"https://orcid.org/0000-0002-2945-5274"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Ke","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","[School of Computer Science, Beijing University of Posts and Telecommunications, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"[School of Computer Science, Beijing University of Posts and Telecommunications, China]","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052284218","display_name":"Yuxiao Dong","orcid":"https://orcid.org/0000-0002-6092-2002"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiao Dong","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","[School of Computer Science, Beijing University of Posts and Telecommunications, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"[School of Computer Science, Beijing University of Posts and Telecommunications, China]","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.8258,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80075846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2009","issue":null,"first_page":"1257","last_page":"1261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.992900013923645,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8080491423606873},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7643287777900696},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7537451982498169},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5722466111183167},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.543945848941803},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5292243957519531},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5203192234039307},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5166531205177307},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5161198377609253},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49717453122138977},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45840930938720703},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4472957253456116},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44291532039642334},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3699601888656616},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10297736525535583}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8080491423606873},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7643287777900696},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7537451982498169},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5722466111183167},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.543945848941803},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5292243957519531},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5203192234039307},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5166531205177307},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5161198377609253},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49717453122138977},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45840930938720703},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4472957253456116},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44291532039642334},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3699601888656616},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10297736525535583},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2011.6019711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2011.6019711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1980876331","https://openalex.org/W1991636705","https://openalex.org/W2109722477","https://openalex.org/W2115118496","https://openalex.org/W2121854965","https://openalex.org/W2146783576","https://openalex.org/W2173213060","https://openalex.org/W6676367512"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W2547096368"],"abstract_inverted_index":{"Data":[0],"analysis":[1,40,66,73],"has":[2],"been":[3],"widely":[4],"used":[5],"in":[6,16,106],"the":[7,17,33,69,80,118,163,173],"enterprises":[8],"for":[9,61,133],"its":[10],"high":[11,168],"efficiency":[12,169],"and":[13,53,170],"accuracy,":[14],"especially":[15],"field":[18],"of":[19,36,63,76,117,135,159,172],"telecommunication":[20],"industry,":[21],"such":[22,45],"as":[23,32,49],"User":[24],"Behavior":[25],"Analysis,":[26],"Customer":[27],"Churn":[28],"Prediction,":[29],"etc.":[30],"However,":[31],"exponential":[34],"growth":[35],"data,":[37],"traditional":[38,72],"data":[39,65,160],"tools":[41,74],"can":[42],"not":[43],"handle":[44],"large-scale":[46,110],"dataset.":[47],"Furthermore,":[48,120],"business":[50],"gets":[51],"more":[52,54,59],"complicated,":[55],"there":[56],"is":[57],"much":[58],"requirement":[60],"integration":[62],"different":[64],"tools.":[67],"On":[68],"other":[70],"hand,":[71],"lack":[75],"visualization,":[77],"which":[78,92,150,166],"makes":[79],"result":[81],"hard":[82],"to":[83,108],"understand.":[84],"We":[85,112],"propose":[86],"a":[87,125,148,156],"distributed":[88],"system":[89,146],"named":[90],"SAKU,":[91],"resolves":[93],"those":[94],"problems.":[95],"In":[96],"this":[97,145],"paper,":[98],"we":[99,121,143],"implement":[100],"some":[101],"algorithms":[102],"using":[103,155],"mapreduce":[104],"framework":[105,128],"order":[107],"process":[109],"data.":[111,137],"also":[113],"discuss":[114],"every":[115],"part":[116],"system.":[119,174],"come":[122],"up":[123],"with":[124],"new":[126],"report":[127],"based":[129],"on":[130],"cloud":[131],"computing":[132],"visualization":[134],"largescale":[136],"The":[138],"most":[139],"important":[140],"thing":[141],"is,":[142],"apply":[144],"into":[147],"scenario":[149],"meets":[151],"real-world":[152],"requirements":[153],"by":[154],"large":[157],"volume":[158],"obtained":[161],"from":[162],"telecom":[164],"operators,":[165],"demonstrates":[167],"scalability":[171]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}