{"id":"https://openalex.org/W2086212877","doi":"https://doi.org/10.1145/1557019.1557140","title":"Pervasive parallelism in data mining","display_name":"Pervasive parallelism in data mining","publication_year":2009,"publication_date":"2009-06-28","ids":{"openalex":"https://openalex.org/W2086212877","doi":"https://doi.org/10.1145/1557019.1557140","mag":"2086212877"},"language":"en","primary_location":{"id":"doi:10.1145/1557019.1557140","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1557019.1557140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th 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/A5002681829","display_name":"Srivatsava Daruru","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Srivatsava Daruru","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA","The University of Texas At Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"The University of Texas At Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009153306","display_name":"Nena Marin","orcid":null},"institutions":[{"id":"https://openalex.org/I901403493","display_name":"NuVasive (United States)","ror":"https://ror.org/036dqy506","country_code":"US","type":"company","lineage":["https://openalex.org/I901403493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nena M. Marin","raw_affiliation_strings":["Pervasive Software, Inc., Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Pervasive Software, Inc., Austin, TX, USA","institution_ids":["https://openalex.org/I901403493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076227496","display_name":"M. Walker","orcid":null},"institutions":[{"id":"https://openalex.org/I901403493","display_name":"NuVasive (United States)","ror":"https://ror.org/036dqy506","country_code":"US","type":"company","lineage":["https://openalex.org/I901403493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matt Walker","raw_affiliation_strings":["Pervasive Software, Inc., Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Pervasive Software, Inc., Austin, TX, USA","institution_ids":["https://openalex.org/I901403493"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103071668","display_name":"Joydeep Ghosh","orcid":"https://orcid.org/0000-0002-7366-3548"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joydeep Ghosh","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA","The University of Texas At Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"The University of Texas At Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002681829"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":6.857,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97098091,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1115","last_page":"1124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9972000122070312,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9972000122070312,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9890000224113464,"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/T10142","display_name":"Formal Methods in Verification","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/dataflow","display_name":"Dataflow","score":0.9607310891151428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8916633129119873},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6765769124031067},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.6674580574035645},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6634526252746582},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38042375445365906}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.9607310891151428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8916633129119873},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6765769124031067},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.6674580574035645},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6634526252746582},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38042375445365906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1557019.1557140","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1557019.1557140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1511814458","https://openalex.org/W1597755753","https://openalex.org/W1813030236","https://openalex.org/W1832221731","https://openalex.org/W1929593512","https://openalex.org/W1992270714","https://openalex.org/W1994389483","https://openalex.org/W2017063234","https://openalex.org/W2056932183","https://openalex.org/W2127044011","https://openalex.org/W2136944193","https://openalex.org/W2138570191","https://openalex.org/W2798909945","https://openalex.org/W2799061466","https://openalex.org/W4239875977","https://openalex.org/W6635964534","https://openalex.org/W6750968397","https://openalex.org/W7014191107","https://openalex.org/W7057253314"],"related_works":["https://openalex.org/W1993191611","https://openalex.org/W2023938924","https://openalex.org/W1595672120","https://openalex.org/W4230999561","https://openalex.org/W2918840249","https://openalex.org/W1991859582","https://openalex.org/W2110053126","https://openalex.org/W2079303253","https://openalex.org/W2104702637","https://openalex.org/W4248099758"],"abstract_inverted_index":{"All":[0],"Netflix":[1,31],"Prize":[2,32],"algorithms":[3],"proposed":[4],"so":[5],"far":[6],"are":[7],"prohibitively":[8],"costly":[9],"for":[10],"large-scale":[11],"production":[12],"systems.":[13],"In":[14],"this":[15],"paper,":[16],"we":[17,43],"describe":[18],"an":[19],"efficient":[20],"dataflow":[21,41],"implementation":[22],"of":[23,48],"a":[24],"collaborative":[25],"filtering":[26],"(CF)":[27],"solution":[28],"to":[29,53],"the":[30,46],"problem":[33],"[1]":[34],"based":[35],"on":[36],"weighted":[37],"coclustering":[38],"[5].":[39],"The":[40],"library":[42],"use":[44],"facilitates":[45],"development":[47],"sophisticated":[49],"parallel":[50],"programs":[51],"designed":[52],"fully":[54],"utilize":[55],"commodity":[56],"multicore":[57],"hardware,":[58],"while":[59],"hiding":[60],"traditional":[61],"difficulties":[62],"such":[63],"as":[64],"queuing,":[65],"threading,":[66],"memory":[67],"management,":[68],"and":[69],"deadlocks.":[70]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}