[HAL] BigDataFr recommends: SMART -An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments

BigDataFr recommends: SMART -An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments

Abstract

The amount of data that human activities generate poses a challenge to current computer systems. Big data processing techniques are evolving to address this challenge, with analysis increasingly being performed using cloud-based systems. […]

SMART offers a framework for efficient development of Big Data analysis services suitable to small and medium-sized organizations, considering very heterogeneous data sources, from wireless sensor networks to data warehouses, focusing on service composability for a number of domains. This paper presents the basis of this proposal and preliminary results on exploring application deployment on hybrid infrastructure. ‘

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By Julio C. S. dos Anjos 1 Marcos Dias de Assuncao 2 Jean Bez 1 Claudio Geyer 1 Edison Pignaton de Freitas 1 Alexandre Carissimi 1 João Paulo C.L. Costa 3 Gilles Fedak 2 Felix Freitag 4 Volker Markl 5, * Paul Fergus 6 Rubem Pereira

1 UFRGS – Instituto de Informática da UFRGS
2 AVALON – Algorithms and Software Architectures for Distributed and HPC Platforms
Inria Grenoble – Rhône-Alpes, LIP – Laboratoire de l’Informatique du Parallélisme
3 University of Brasilia
4 Universitat Politecnica de Catalunya (SPAIN)
5 Technische Universitat Berlin
6 Liverpool John Moores University

Source : hal.archives-ouvertes.fr/

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