Machine learning with distributed data management and process architecture

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dc.contributor.authorBaysal, Engin
dc.contributor.authorBayılmış, Cüneyt
dc.date.accessioned2024-06-13T20:18:16Z
dc.date.available2024-06-13T20:18:16Z
dc.date.issued2019
dc.departmentMeslek Yüksekokulu, Gedik Meslek Yüksekokulu, Bilgisayar Programcılığı Programı
dc.description4th International Conference on Computer Science and Engineering (UBMK) -- September 11-15, 2019 -- Samsun, Turkey
dc.description.abstractWith the development of technology that takes place more and more every day in our lives, it becomes almost impossible to manage and process the data produced and thus brought about the necessity of storage and analysis. Both the data size and the increase in the variety of data have necessitated the development of new methods in this context. In this study, distributed data management and analysis tools which are developed for data that cannot be processed in traditional regulations have been used. The machine learning application has been developed by using Logistic Regression classification algorithm. The application was implemented with the data set obtained from the sensors using pyspark libraries on the Spark cluster created using the Google Cloud service. And the working environment managed by YARN, has been observed during the implementation of the application.
dc.description.sponsorshipIEEE ; IEEE Türkiye Section
dc.identifier.doi10.1109/ubmk.2019.8907073
dc.identifier.endpage57
dc.identifier.isbn9781728139647
dc.identifier.scopus2-s2.0-85076221467
dc.identifier.scopusqualityN/A
dc.identifier.startpage53
dc.identifier.urihttps://doi.org/10.1109/ubmk.2019.8907073
dc.identifier.urihttps://hdl.handle.net/11501/1301
dc.identifier.wosWOS:000609879900011
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorBaysal, Engin
dc.institutionauthorid0000-0003-1683-4686
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof4th International Conference on Computer Science and Engineering (UBMK)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBig Data
dc.subjectBig Data Analytics
dc.subjectMachine Learning
dc.subjectApache Spark
dc.subjectPyspark
dc.subjectLogistic Regression
dc.subjectYarn
dc.titleMachine learning with distributed data management and process architecture
dc.typeConference Object

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