publication . Conference object . Part of book or chapter of book . Other literature type . 2016

Cloud based big data infrastructure: Architectural components and automated provisioning

Name: Cloud based big data infrastructure: Architectural components and automated provisioning
Keywords: Big Data Architecture Framework, Big Data Infrastructure, Multi-cloud Services Provisioning Automation, SlipStream Cloud Automation platform, Intercloud Architecture Framework (ICAF), Big Data Architecture Framework, Big Data Infrastructure, Intercloud Architecture Framework (ICAF), Multi-cloud Services Provisioning Automation, SlipStream Cloud Automation platform

Cees de Laat; Fatih Turkmen; Yuri Demchenko; Christophe Blanchet; Charles Loomis;

Open Access

Published: 20 Jul 2016

Summary

Abstract

This paper describes the general architecture and functional components of the cloud based Big Data Infrastructure (BDI). The proposed BDI architecture is based on the analysis of the emerging Big Data and data intensive technologies and supported by the definition of the Big Data Architecture Framework (BDAF) that defines the following components of the Big Data technologies: Big Data definition, Data Management including data lifecycle and data structures, Big Data Infrastructure (generically cloud based), Data Analytics technologies and platforms, and Big Data security, compliance and privacy. The paper provides example of requirements analysis and implementa...

doi: 10.5281/zenodo.59159 , 10.1109/hpcsim.2016.7568394

handle: 11370/dc6407d9-78a2-43f8-a54f-bad7f89e1627

Subjects

free text keywords: Big Data Architecture Framework, Big Data Infrastructure, Multi-cloud Services Provisioning Automation, SlipStream Cloud Automation platform, Intercloud Architecture Framework (ICAF), Big Data Architecture Framework, Big Data Infrastructure, Intercloud Architecture Framework (ICAF), Multi-cloud Services Provisioning Automation, SlipStream Cloud Automation platform, Big data, business.industry, business, Provisioning, Cloud computing, Data management, Software engineering, Database, computer.software_genre, computer, Data architecture, Data structure, Data analysis, Interoperability, Computer science

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