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Data Analysis in the Cloud by Fabrizio Marozzo, Paolo Trunfio, Domenico Talia

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Chapter 4

Designing and Supporting Scalable Data Analytics

Abstract

This chapter presents innovative systems existing on clouds for designing and implementing scalable data analytics applications. Methods for application development based on some of the discussed systems are reported and explained on real application cases. Section 4.1 introduces a series of software frameworks designed and used for implementing data analysis application on clouds systems. Section 4.2 discusses a workflow-based scalable framework and how it can be used for designing scalable data analytics applications on clouds. Section 4.3 presents a workflow-based paradigm and two associated languages for programming data analysis applications on clouds. Finally, Section ...

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