Comparative Analysis of Skew-Join Strategies for Large-Scale Datasets with MapReduce and Spark

In the era of data deluge, Big Data gradually offers numerous opportunities, but also poses significant challenges to conventional data processing and analysis methods. MapReduce has become a prominent parallel and distributed programming model for efficiently handling such massive datasets. One of...

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Veröffentlicht in:	Applied sciences Jg. 12; H. 13; S. 6554
Hauptverfasser:	Phan, Anh-Cang, Phan, Thuong-Cang, Cao, Hung-Phi, Trieu, Thanh-Ngoan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.07.2022 Multidisciplinary digital publishing institute (MDPI)
Schlagworte:	Algorithms Apache Spark Big Data big data analytics Data processing Datasets Distributed processing Engineering Sciences MapReduce Queries skew join big data analytics skew join Apache Spark MapReduce
ISSN:	2076-3417, 2076-3417
Online-Zugang:	Volltext
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