Integrating of data using the Hadoop and R
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Uskenbayeva, R. | - |
dc.contributor.author | Kuandykov, A. | - |
dc.contributor.author | Cho, Y.I. | - |
dc.contributor.author | Temirbolatova, T. | - |
dc.contributor.author | Amanzholova, S. | - |
dc.contributor.author | Kozhamzharova, D. | - |
dc.date.available | 2020-02-28T10:45:32Z | - |
dc.date.created | 2020-02-12 | - |
dc.date.issued | 2015 | - |
dc.identifier.issn | 1877-0509 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/10958 | - |
dc.description.abstract | The article offers a data integration model, which must be supported by a unified view of disparate data sources, management of integrity constraints, management of data manipulation and query executing operations, matching data from various sources, the ability to expand and set up new data sources. The proposed approach is the integration of Hadoop-based data and R, which is popular for processing statistical information. Hadoop database contains libraries, Distributed File System (HDFS), and resource management platform and implements a version of the MapReduce programming model for processing large-scale data. This model allows us to integrate various data sources at any level, by setting arbitrary links between circuit elements, constraints and operations. © 2015 Published by Elsevier B.V.This is an open access article under the CC BY-NC-ND license. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | Elsevier B.V. | - |
dc.relation.isPartOf | Procedia Computer Science | - |
dc.subject | Acoustic streaming | - |
dc.subject | Big data | - |
dc.subject | Data handling | - |
dc.subject | Data integration | - |
dc.subject | Distributed computer systems | - |
dc.subject | Distributed database systems | - |
dc.subject | Query processing | - |
dc.subject | Distributed file systems | - |
dc.subject | Hadoop | - |
dc.subject | Integrity constraints | - |
dc.subject | Map-reduce programming | - |
dc.subject | R | - |
dc.subject | RHadoop | - |
dc.subject | Rhipe | - |
dc.subject | Statistical information | - |
dc.subject | Information management | - |
dc.title | Integrating of data using the Hadoop and R | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.identifier.wosid | 000373734500019 | - |
dc.identifier.doi | 10.1016/j.procs.2015.07.187 | - |
dc.identifier.bibliographicCitation | Procedia Computer Science, v.56, no.1, pp.145 - 149 | - |
dc.identifier.scopusid | 2-s2.0-84939199805 | - |
dc.citation.endPage | 149 | - |
dc.citation.startPage | 145 | - |
dc.citation.title | Procedia Computer Science | - |
dc.citation.volume | 56 | - |
dc.citation.number | 1 | - |
dc.contributor.affiliatedAuthor | Cho, Y.I. | - |
dc.type.docType | Proceedings Paper | - |
dc.subject.keywordAuthor | Big data | - |
dc.subject.keywordAuthor | Hadoop | - |
dc.subject.keywordAuthor | R | - |
dc.subject.keywordAuthor | RHadoop | - |
dc.subject.keywordAuthor | Rhipe | - |
dc.subject.keywordAuthor | Streaming | - |
dc.subject.keywordPlus | Acoustic streaming | - |
dc.subject.keywordPlus | Big data | - |
dc.subject.keywordPlus | Data handling | - |
dc.subject.keywordPlus | Data integration | - |
dc.subject.keywordPlus | Distributed computer systems | - |
dc.subject.keywordPlus | Distributed database systems | - |
dc.subject.keywordPlus | Query processing | - |
dc.subject.keywordPlus | Distributed file systems | - |
dc.subject.keywordPlus | Hadoop | - |
dc.subject.keywordPlus | Integrity constraints | - |
dc.subject.keywordPlus | Map-reduce programming | - |
dc.subject.keywordPlus | R | - |
dc.subject.keywordPlus | RHadoop | - |
dc.subject.keywordPlus | Rhipe | - |
dc.subject.keywordPlus | Statistical information | - |
dc.subject.keywordPlus | Information management | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Hardware & Architecture | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Theory & Methods | - |
dc.description.journalRegisteredClass | scopus | - |
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