{"title":"Functional Dependency Mining: Harnessing Multicore Systems","authors":"G. Gasmi, Amira Béji, Y. Slimani, L. Lakhal","doi":"10.1109/ICIS.2011.29","DOIUrl":null,"url":null,"abstract":"We are at the beginning of the multicore era. When combined with Hyper-Threading Technology, multicore can provide powerful optimization opportunities, increasing system throughput substantially. Inspired by this modern technology, we propose a multi-threaded algorithm, called MT FASTFDS, for mining functional dependencies which harnesses multicore system. Through a detailed experimental study, we show that our parallel algorithm scales very well with the number of cores available.","PeriodicalId":256762,"journal":{"name":"2011 10th IEEE/ACIS International Conference on Computer and Information Science","volume":"52 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 10th IEEE/ACIS International Conference on Computer and Information Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIS.2011.29","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We are at the beginning of the multicore era. When combined with Hyper-Threading Technology, multicore can provide powerful optimization opportunities, increasing system throughput substantially. Inspired by this modern technology, we propose a multi-threaded algorithm, called MT FASTFDS, for mining functional dependencies which harnesses multicore system. Through a detailed experimental study, we show that our parallel algorithm scales very well with the number of cores available.
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