{"id":"https://openalex.org/W2907261905","doi":"https://doi.org/10.20532/cit.2018.1004382","title":"Parallel Algorithm for Frequent Itemset Mining on Intel Many-core Systems","display_name":"Parallel Algorithm for Frequent Itemset Mining on Intel Many-core Systems","publication_year":2019,"publication_date":"2019-03-22","ids":{"openalex":"https://openalex.org/W2907261905","doi":"https://doi.org/10.20532/cit.2018.1004382","mag":"2907261905"},"language":"en","primary_location":{"id":"doi:10.20532/cit.2018.1004382","is_oa":true,"landing_page_url":"https://doi.org/10.20532/cit.2018.1004382","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/4382/2248","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://cit.fer.hr/index.php/CIT/article/download/4382/2248","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030664164","display_name":"Mikhail Zymbler","orcid":"https://orcid.org/0000-0001-7491-8656"},"institutions":[{"id":"https://openalex.org/I107640659","display_name":"South Ural State University","ror":"https://ror.org/03sfk2504","country_code":"RU","type":"education","lineage":["https://openalex.org/I107640659"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Mikhail L. Zymbler","raw_affiliation_strings":["South Ural State University (national research university)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South Ural State University (national research university)","institution_ids":["https://openalex.org/I107640659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030664164"],"corresponding_institution_ids":["https://openalex.org/I107640659"],"apc_list":{"value":450,"currency":"EUR","value_usd":485},"apc_paid":{"value":450,"currency":"EUR","value_usd":485},"fwci":0.7052,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76943823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"26","issue":"4","first_page":"209","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8831839561462402},{"id":"https://openalex.org/keywords/xeon-phi","display_name":"Xeon Phi","score":0.8139995336532593},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6078334450721741},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5613921284675598},{"id":"https://openalex.org/keywords/xeon","display_name":"Xeon","score":0.4664658308029175},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.4635656774044037},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.4292868375778198},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.4273703694343567},{"id":"https://openalex.org/keywords/coprocessor","display_name":"Coprocessor","score":0.4196089506149292},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4044837951660156},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.3804255425930023},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3478674292564392},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32704150676727295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8831839561462402},{"id":"https://openalex.org/C96972482","wikidata":"https://www.wikidata.org/wiki/Q1049168","display_name":"Xeon Phi","level":2,"score":0.8139995336532593},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6078334450721741},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5613921284675598},{"id":"https://openalex.org/C145108525","wikidata":"https://www.wikidata.org/wiki/Q656154","display_name":"Xeon","level":2,"score":0.4664658308029175},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.4635656774044037},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.4292868375778198},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.4273703694343567},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.4196089506149292},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4044837951660156},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.3804255425930023},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3478674292564392},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32704150676727295},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.20532/cit.2018.1004382","is_oa":true,"landing_page_url":"https://doi.org/10.20532/cit.2018.1004382","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/4382/2248","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1812.10959","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.10959","pdf_url":"https://arxiv.org/pdf/1812.10959","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.20532/cit.2018.1004382","is_oa":true,"landing_page_url":"https://doi.org/10.20532/cit.2018.1004382","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/4382/2248","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2907261905.pdf","grobid_xml":"https://content.openalex.org/works/W2907261905.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W174550609","https://openalex.org/W1483679765","https://openalex.org/W1506285740","https://openalex.org/W1581306254","https://openalex.org/W1726545994","https://openalex.org/W1966485119","https://openalex.org/W1974203468","https://openalex.org/W1992551755","https://openalex.org/W2019150658","https://openalex.org/W2037965136","https://openalex.org/W2074837969","https://openalex.org/W2091178934","https://openalex.org/W2129490689","https://openalex.org/W2159257592","https://openalex.org/W2305456690","https://openalex.org/W2340076492","https://openalex.org/W2594510366","https://openalex.org/W2725001894","https://openalex.org/W2734771572","https://openalex.org/W2905184127","https://openalex.org/W4251402925","https://openalex.org/W6628973722","https://openalex.org/W6697738756"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W2085105049","https://openalex.org/W3203561460","https://openalex.org/W2682544458","https://openalex.org/W3009624197","https://openalex.org/W4251138667"],"abstract_inverted_index":{"Frequent":[0],"itemset":[1,22],"mining":[2,23],"leads":[3],"to":[4,65],"the":[5,43,67,78,93,99,106,109,148,159,164,168,186,189,194,211],"discovery":[6],"of":[7,34,48,61,69,80,95,123,137,179,188,210],"associations":[8],"and":[9,46,143,154,175,193,202,208],"correlations":[10],"among":[11],"items":[12],"in":[13,83,113],"large":[14,121,200],"transactional":[15,74,110,165],"databases.":[16],"Apriori":[17],"is":[18,58],"a":[19,59,73,84,120,134,181],"classical":[20],"frequent":[21,39],"algorithm,":[24],"which":[25,63],"employs":[26],"iterative":[27],"passes":[28,70],"over":[29,72],"database":[30,75,111],"combining":[31],"with":[32,127,199],"generation":[33],"candidate":[35],"itemsets":[36,40,81],"based":[37,139],"on":[38,98,140,185],"found":[41],"at":[42],"previous":[44],"iteration,":[45],"pruning":[47],"clearly":[49],"infrequent":[50],"itemsets.":[51,155],"The":[52,131],"Dynamic":[53],"Itemset":[54],"Counting":[55],"(DIC)":[56],"algorithm":[57],"variation":[60],"Apriori,":[62],"tries":[64],"reduce":[66],"number":[68,79,122],"made":[71],"while":[76],"keeping":[77],"counted":[82],"pass":[85],"relatively":[86],"low.":[87],"In":[88],"this":[89],"paper,":[90],"we":[91],"address":[92],"problem":[94],"accelerating":[96],"DIC":[97,138],"Intel":[100,116,190,195],"Xeon":[101,117,191,196],"Phi":[102,118,197],"many-core":[103],"system":[104],"for":[105,152,162,177],"case":[107],"when":[108],"fits":[112],"main":[114],"memory.":[115],"provides":[119],"small":[124],"compute":[125],"cores":[126],"vector":[128],"processing":[129],"units.":[130],"paper":[132],"presents":[133],"parallel":[135],"implementation":[136],"OpenMP":[141],"technology":[142],"thread-level":[144],"parallelism.":[145],"We":[146],"exploit":[147],"bit-based":[149],"internal":[150],"layout":[151],"transactions":[153],"This":[156],"technique":[157],"reduces":[158],"memory":[160],"space":[161],"storing":[163],"database,":[166],"simplifies":[167],"support":[169],"count":[170],"via":[171],"logical":[172],"bitwise":[173],"operation,":[174],"allows":[176],"vectorization":[178],"such":[180],"step.":[182],"Experimental":[183],"evaluation":[184],"platforms":[187],"CPU":[192],"coprocessor":[198],"synthetic":[201],"real":[203],"databases":[204],"showed":[205],"good":[206],"performance":[207],"scalability":[209],"proposed":[212],"algorithm.":[213]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2019-01-11T00:00:00"}
