{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T01:09:33Z","timestamp":1781658573032,"version":"3.54.5"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2009,4,16]],"date-time":"2009-04-16T00:00:00Z","timestamp":1239840000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2010,4]]},"DOI":"10.1007\/s10115-009-0205-3","type":"journal-article","created":{"date-parts":[[2009,4,15]],"date-time":"2009-04-15T15:28:09Z","timestamp":1239809289000},"page":"55-72","source":"Crossref","is-referenced-by-count":24,"title":["Performance study of distributed Apriori-like frequent itemsets mining"],"prefix":"10.1007","volume":"23","author":[{"given":"Lamine M.","family":"Aouad","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nhien-An","family":"Le-Khac","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tahar M.","family":"Kechadi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2009,4,16]]},"reference":[{"key":"205_CR1","unstructured":"Agrawal R, Srikant R (1994) Fast algorithms for mining association rules. In: Proceeding of the 20th international conference on very large data bases, VLDB, pp 487\u2013499"},{"key":"205_CR2","doi-asserted-by":"crossref","unstructured":"Brin S, Motwani R, Ullman JD, Tsur S (1997) Dynamic itemset counting and implication rules for market basket data. In: SIGMOD 1997, Proceedings ACM SIGMOD international conference on management of data, May 13\u201315","DOI":"10.1145\/253260.253325"},{"key":"205_CR3","doi-asserted-by":"crossref","unstructured":"Han J, Pei J, Yin Y (2000) Mining frequent patterns without candidate generation. In: Proceedings of the 2000 ACM SIGMOD international conference on Management of data","DOI":"10.1145\/342009.335372"},{"key":"205_CR4","doi-asserted-by":"crossref","unstructured":"Park JS, Chen M-S, Yu PS (1995) An effective hash-based algorithm for mining association rules. In: Proceedings of the 1995 ACM SIGMOD international conference on management of data, SIGMOD \u201995","DOI":"10.1145\/223784.223813"},{"key":"205_CR5","unstructured":"Savasere A, Omiecinski E, Navathe SB (1995) An efficient algorithm for mining association rules in large databases. VLDB J :432\u2013444"},{"key":"205_CR6","doi-asserted-by":"crossref","unstructured":"Cheung DW, Han J, Ng VT, Fu AW, Fu Y (1996) A fast distributed algorithm for mining association rules. In: PDIS: International conference on parallel and distributed information systems","DOI":"10.1109\/PDIS.1996.568665"},{"issue":"6","key":"205_CR7","doi-asserted-by":"crossref","first-page":"911","DOI":"10.1109\/69.553158","volume":"8","author":"DW Cheung","year":"1996","unstructured":"Cheung DW, Ng VT, Fu AW, Fu Y (1996) Efficient mining of association rules in distributed databases. IEEE Trans Knowl Data Eng 8(6): 911\u2013922","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"205_CR8","doi-asserted-by":"crossref","first-page":"962","DOI":"10.1109\/69.553164","volume":"8","author":"R Agrawal","year":"1996","unstructured":"Agrawal R, Shafer JC (1996) Parallel mining of association rules. IEEE Trans Knowl Data Eng 8: 962\u2013969","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"205_CR9","doi-asserted-by":"crossref","unstructured":"Ashrafi MZ, Taniar D, Smith KA (2004) ODAM: an optimized distributed association rule mining algorithm. IEEE Distrib Syst Online 5(3)","DOI":"10.1109\/MDSO.2004.1285877"},{"key":"205_CR10","doi-asserted-by":"crossref","unstructured":"Zaki M, Ogihara M, Parthasarathy S, Li W (1996) Parallel data mining for association rules on shared memory multi-processors. Proceedings of the 1996 IEEE\/ACM conference on supercomputing","DOI":"10.1145\/369028.369117"},{"issue":"1","key":"205_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/PL00011656","volume":"3","author":"S Parthasarathy","year":"2001","unstructured":"Parthasarathy S, Zaki MJ, Ogihara M, Li W (2001) Parallel data mining for association rules on shared memory systems. Knowl Inf Syst 3(1): 1\u201329","journal-title":"Knowl Inf Syst"},{"key":"205_CR12","doi-asserted-by":"crossref","unstructured":"Pramudiono I, Kitsuregawa M (2003) Parallel FP-Growth on PC cluster. In: Proceedings of the 7th Pacific\u2013Asia conference of knowledge discovery and data mining (PAKDD03)","DOI":"10.1007\/3-540-36175-8_47"},{"issue":"2","key":"205_CR13","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1023\/B:DAMI.0000015870.80026.6a","volume":"8","author":"A Schuster","year":"2004","unstructured":"Schuster A, Wolff R (2004) Communication-efficient distributed mining of association rules. Data Min Knowl Disc 8(2): 171\u2013196","journal-title":"Data Min Knowl Disc"},{"key":"205_CR14","unstructured":"Toivonen H (1996) Sampling large databases for association rules. In: VLDB \u201996: Proceedings of the 22nd international conference on very large data bases"},{"issue":"4","key":"205_CR15","doi-asserted-by":"crossref","first-page":"458","DOI":"10.1007\/s10115-004-0176-3","volume":"7","author":"Schuster Assaf","year":"2005","unstructured":"Assaf Schuster, Ran Wolff, Dan Trock (2005) A high-performance distributed algorithm for mining association rules. Knowl Inf Syst 7(4): 458\u2013475","journal-title":"Knowl Inf Syst"},{"issue":"3","key":"205_CR16","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1007\/s10115-007-0115-1","volume":"16","author":"SM Chung","year":"2008","unstructured":"Chung SM, Congnan L (2008) Efficient mining of maximal frequent itemsets from databases on a cluster of workstations. Knowl Inf Syst 16(3): 359\u2013391","journal-title":"Knowl Inf Syst"},{"issue":"2","key":"205_CR17","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/s10115-006-0056-0","volume":"15","author":"L Congnan","year":"2008","unstructured":"Congnan L, Chung SM (2008) A scalable algorithm for mining maximal frequent sequences using a sample. Knowl Inf Syst 15(2): 149\u2013179","journal-title":"Knowl Inf Syst"},{"key":"205_CR18","doi-asserted-by":"crossref","unstructured":"Chung SM, Luo C (2004) Distributed mining of maximal frequent itemsets from databases on a cluster of workstations. In: CCGRID \u201904: Proceedings of the 2004 IEEE International Symposium on Cluster Computing and the Grid","DOI":"10.1109\/CCGrid.2004.1336638"},{"key":"205_CR19","doi-asserted-by":"crossref","unstructured":"Wolff R, Schuster A (2003) Association rule mining in peer-to-peer systems. In: Proceeding of the IEEE conference on data mining ICDM 2003","DOI":"10.1109\/ICDM.2003.1250941"},{"issue":"4","key":"205_CR20","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/4434.806975","volume":"7","author":"M Zaki","year":"1999","unstructured":"Zaki M (1999) Parallel and distributed association mining: a survey. IEEE Concurr 7(4): 14\u201325","journal-title":"IEEE Concurr"},{"key":"205_CR21","doi-asserted-by":"crossref","unstructured":"Zaki M (2000) Parallel and distributed data mining: an introduction. In: Workshop on Large-Scale Parallel KDD Systems, SIGKDD","DOI":"10.1007\/3-540-46502-2_1"},{"key":"205_CR22","doi-asserted-by":"crossref","unstructured":"Park B, Kargupta H (2002) Distributed data mining: algorithms, systems, and applications. Data Mining Handbook","DOI":"10.1145\/502786.502791"},{"key":"205_CR23","doi-asserted-by":"crossref","unstructured":"Le-Khac N-A, Aouad LM, Kechadi MT (2007) Knowledge map: toward a new approach supporting the knowledge management in distributed data mining. In: The third international conference on autonomic and autonomous systems, ICAS","DOI":"10.1109\/CONIELECOMP.2007.80"},{"key":"205_CR24","unstructured":"Le-Khac N-A, Kechadi MT, Carthy J (2006) ADMIRE framework: distributed data mining on data grid platforms. First international conference on software and data technologies, ICSOFT"},{"issue":"6","key":"205_CR25","doi-asserted-by":"crossref","first-page":"2451","DOI":"10.1109\/TSMCB.2004.836890","volume":"34","author":"M Cannataro","year":"2004","unstructured":"Cannataro M, Congiusta A, Pugliese A, Talia D, Trunfio P (2004) Distributed data mining on grids: services, tools, and applications. IEEE Trans Syst Man Cybern 34(6): 2451\u20132465","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"205_CR26","unstructured":"Ghanem VM, Kohler YM, Sayed AJ, Wendel P (2002) Discovery net: towards a grid of knowledge discovery. In: Eighth international conference on knowledge discovery and data mining"},{"key":"205_CR27","unstructured":"Kickinger G, Hofer J, Brezany P, Tjoa AM (2004) Grid knowledge discovery processes and an architecture for their composition. Parallel Distrib Comput Netw. Proceedings of parallel and distributed computing and networks"},{"issue":"11","key":"205_CR28","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1145\/384150.384156","volume":"44","author":"Berman","year":"2001","unstructured":"Berman, Fran (2001) Viewpoint: from TeraGrid to knowledge grid. Commun ACM 44(11): 27\u201328","journal-title":"Commun ACM"},{"issue":"2\u20133","key":"205_CR29","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/S0167-739X(97)00019-8","volume":"13","author":"R Srikant","year":"1997","unstructured":"Srikant R, Agrawal R (1997) Mining generalized association rules. Future Gener Comput Syst 13(2\u20133): 161\u2013180","journal-title":"Future Gener Comput Syst"},{"issue":"2","key":"205_CR30","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1145\/1071610.1071611","volume":"30","author":"F Geerts","year":"2005","unstructured":"Geerts F, Goethals B, Van Den Bussche J (2005) Tight upper bounds on the number of candidate patterns. ACM Trans Database Syst 30(2): 333\u2013363","journal-title":"ACM Trans Database Syst"},{"issue":"2\u20134","key":"205_CR31","first-page":"323","volume":"17","author":"D Thain","year":"2004","unstructured":"Thain D, Tannenbaum T, Livny M (2004) Distributed computing in practice: the condor experience. Concurr Comput Pract Exp 17(2\u20134): 323\u2013356","journal-title":"Concurr Comput Pract Exp"},{"issue":"2\u20134","key":"205_CR32","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1002\/cpe.929","volume":"17","author":"T Fahringer","year":"2005","unstructured":"Fahringer T, Jugravu A, Pllana S, Prodan R, Seragiotto C Jr, Truong H-L (2005) ASKALON: a tool set for cluster and grid computing: research articles. Concurr Comput Pract Exp 17(2\u20134): 143\u2013169","journal-title":"Concurr Comput Pract Exp"},{"issue":"8\u20139","key":"205_CR33","doi-asserted-by":"crossref","first-page":"645","DOI":"10.1002\/cpe.572","volume":"13","author":"G Laszewski von","year":"2001","unstructured":"von Laszewski G, Foster I, Gawor J, Lane P (2001) A Java commodity grid kit. Concurr Comput Pract Exp 13(8\u20139): 645\u2013662","journal-title":"Concurr Comput Pract Exp"},{"key":"205_CR34","unstructured":"Delannoy O, Petiton S (2004) A Peer to peer computing framework: design and performance evaluation of YML. HeteroPar 2004, the third international workshop on algorithms, models and tools for parallel computing on heterogeneous networks"},{"key":"205_CR35","doi-asserted-by":"crossref","unstructured":"Amin K, von Laszewski G, Hategan M, Zaluzec NJ, Hampton S, Rossi A (2004) GridAnt: a client- controllable grid workflow system. In: Proceedings of the 37th annual Hawaii international conference on system science","DOI":"10.1109\/HICSS.2004.1265491"},{"key":"205_CR36","unstructured":"Cappello F et\u00a0al (2005) Grid\u20195000: a large scale, reconfigurable, controlable and monitorable grid platform. In: Sixth IEEE\/ACM international workshop on grid computing"},{"issue":"5","key":"205_CR37","doi-asserted-by":"crossref","first-page":"1223","DOI":"10.1137\/S0097539703422881","volume":"33","author":"PW Purdom","year":"2004","unstructured":"Purdom PW, Van Gucht D, Groth DP (2004) Average-case performance of the Apriori algorithm. SIAM J Comput 33(5): 1223\u20131260","journal-title":"SIAM J Comput"},{"key":"205_CR38","unstructured":"Aouad LM, Le-Khac N-A, Kechadi TM (2007) Grid-based approaches for distributed data mining applications. In: DCABES 2007, the sixth international conference on distributed computing and applications for business, engineering and sciences"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-009-0205-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-009-0205-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-009-0205-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,24]],"date-time":"2023-05-24T20:54:11Z","timestamp":1684961651000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-009-0205-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,4,16]]},"references-count":38,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2010,4]]}},"alternative-id":["205"],"URL":"https:\/\/doi.org\/10.1007\/s10115-009-0205-3","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,4,16]]}}}