{"id":"https://openalex.org/W2745107842","doi":"https://doi.org/10.1145/3097983.3098029","title":"KunPeng","display_name":"KunPeng","publication_year":2017,"publication_date":"2017-08-04","ids":{"openalex":"https://openalex.org/W2745107842","doi":"https://doi.org/10.1145/3097983.3098029","mag":"2745107842"},"language":"en","primary_location":{"id":"doi:10.1145/3097983.3098029","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3097983.3098029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","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/A5045140292","display_name":"Jun Zhou","orcid":"https://orcid.org/0000-0001-6033-6102"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhou","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371535","display_name":"Xiaolong Li","orcid":"https://orcid.org/0000-0001-7493-2650"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Li","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015991234","display_name":"Peilin Zhao","orcid":"https://orcid.org/0000-0001-8543-3953"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peilin Zhao","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028791879","display_name":"Chaochao Chen","orcid":"https://orcid.org/0000-0003-1419-964X"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaochao Chen","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430936","display_name":"Longfei Li","orcid":"https://orcid.org/0000-0002-9263-7011"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longfei Li","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001741551","display_name":"Xinxing Yang","orcid":"https://orcid.org/0000-0002-1512-2970"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxing Yang","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062581073","display_name":"Qing Cui","orcid":"https://orcid.org/0000-0002-4909-4568"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Cui","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078013825","display_name":"Jin Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Yu","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666211","display_name":"Chen Xu","orcid":"https://orcid.org/0000-0002-7607-7763"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037684756","display_name":"Yi Ding","orcid":"https://orcid.org/0000-0002-1226-341X"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Ding","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019180907","display_name":"Qi Yuan","orcid":"https://orcid.org/0000-0002-1342-3374"},"institutions":[{"id":"https://openalex.org/I4210090985","display_name":"Zhejiang Financial College","ror":"https://ror.org/00deghz86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Alan Qi","raw_affiliation_strings":["Ant Financial Services Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group, Hangzhou, China","institution_ids":["https://openalex.org/I4210090985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5045140292"],"corresponding_institution_ids":["https://openalex.org/I4210090985"],"apc_list":null,"apc_paid":null,"fwci":2.4576,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.93856067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1693","last_page":"1702"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9973999857902527,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9957000017166138,"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":0.8726277351379395},{"id":"https://openalex.org/keywords/terabyte","display_name":"Terabyte","score":0.813660740852356},{"id":"https://openalex.org/keywords/petabyte","display_name":"Petabyte","score":0.6996413469314575},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6780861020088196},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.6555612683296204},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49904918670654297},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4815562069416046},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42645829916000366},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.32981276512145996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2765405476093292},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.178193598985672},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1497812569141388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8726277351379395},{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.813660740852356},{"id":"https://openalex.org/C13600138","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Petabyte","level":3,"score":0.6996413469314575},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6780861020088196},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.6555612683296204},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49904918670654297},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4815562069416046},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42645829916000366},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.32981276512145996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2765405476093292},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.178193598985672},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1497812569141388},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3097983.3098029","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3097983.3098029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1448681276","https://openalex.org/W1493893823","https://openalex.org/W1678356000","https://openalex.org/W1909318870","https://openalex.org/W1983599491","https://openalex.org/W2019013398","https://openalex.org/W2041517243","https://openalex.org/W2060393849","https://openalex.org/W2074694452","https://openalex.org/W2076618162","https://openalex.org/W2089349245","https://openalex.org/W2094286023","https://openalex.org/W2096544401","https://openalex.org/W2105947650","https://openalex.org/W2115584760","https://openalex.org/W2121966774","https://openalex.org/W2127941149","https://openalex.org/W2131975293","https://openalex.org/W2132737349","https://openalex.org/W2136189984","https://openalex.org/W2146502635","https://openalex.org/W2168231600","https://openalex.org/W2173213060","https://openalex.org/W2255575265","https://openalex.org/W2289698129","https://openalex.org/W2295598076","https://openalex.org/W2384495648","https://openalex.org/W2482213519","https://openalex.org/W2579247884","https://openalex.org/W2613466232","https://openalex.org/W2998508934","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W1538652242","https://openalex.org/W2011521129","https://openalex.org/W4379164835","https://openalex.org/W2936171637","https://openalex.org/W1586214342","https://openalex.org/W3091344841","https://openalex.org/W2260589296","https://openalex.org/W3208869747","https://openalex.org/W3157828377","https://openalex.org/W2990494149"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"due":[3],"to":[4,80,97,131,134,171],"the":[5,100,112,137,192],"emergence":[6],"of":[7,17,19,27,114,145,150],"Big":[8,14],"Data":[9],"(terabytes":[10],"or":[11],"petabytes)":[12],"and":[13,36,49,59,65,93,152,175,199],"Model":[15],"(tens":[16],"billions":[18,149],"parameters),":[20],"there":[21,39],"has":[22],"been":[23],"an":[24],"ever-increasing":[25],"need":[26],"parallelizing":[28,52],"machine":[29],"learning":[30],"(ML)":[31],"algorithms":[32,96],"in":[33],"both":[34,90],"academia":[35],"industry.":[37],"Although":[38],"are":[40],"some":[41],"existing":[42],"distributed":[43,84,91],"computing":[44],"systems,":[45],"such":[46,156],"as":[47],"Hadoop":[48],"Spark,":[50],"for":[51,187],"ML":[53,139,164],"algorithms,":[54],"they":[55],"only":[56,110],"provide":[57],"synchronous":[58],"coarse-grained":[60],"operators":[61],"(e.g.,":[62],"Map,":[63],"Reduce,":[64],"Join,":[66],"etc.),":[67],"which":[68],"may":[69],"hinder":[70],"developers":[71],"from":[72,104,167],"implementing":[73],"more":[74],"efficient":[75],"algorithms.":[76],"This":[77],"motivated":[78],"us":[79],"design":[81,158],"a":[82,157],"universal":[83],"platform":[85],"termed":[86],"KunPeng,":[87],"that":[88,102],"combines":[89],"systems":[92],"parallel":[94],"optimization":[95],"deal":[98],"with":[99,148],"complexities":[101],"arise":[103],"large-scale":[105],"ML.":[106],"Specifically,":[107],"KunPeng":[108],"not":[109],"encapsulates":[111],"characteristics":[113],"data/model":[115],"parallelism,":[116],"load":[117],"balancing,":[118],"model":[119],"sync-up,":[120],"sparse":[121],"representation,":[122],"industrial":[123],"fault-tolerance,":[124],"etc.,":[125],"but":[126],"also":[127,185],"provides":[128],"easy-to-use":[129],"interface":[130],"empower":[132],"users":[133],"focus":[135],"on":[136,143,163],"core":[138],"logics.":[140],"Empirical":[141],"results":[142],"terabytes":[144],"real":[146],"datasets":[147],"samples":[151],"features":[153],"demonstrate":[154],"that,":[155],"brings":[159],"compelling":[160],"performance":[161,183],"improvements":[162],"programs":[165],"ranging":[166],"Follow-the-Regularized-Leader":[168],"Proximal":[169],"algorithm":[170],"Sparse":[172],"Logistic":[173],"Regression":[174,178],"Multiple":[176],"Additive":[177],"Trees.":[179],"Furthermore,":[180],"KunPeng's":[181],"encouraging":[182],"is":[184],"shown":[186],"several":[188],"real-world":[189],"applications":[190],"including":[191],"Alibaba's":[193],"Double":[194],"11":[195],"Online":[196],"Shopping":[197],"Festival":[198],"Ant":[200],"Financial's":[201],"transaction":[202],"risk":[203],"estimation.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-08-17T00:00:00"}
