Capítulo de livro
Intelligent management and efficient operation of big data
José Moura (Moura, J.); Fernando Batista (Batista, F.); Elsa Cardoso (Cardoso, E.); Luís Nunes (Nunes, Luis);
Título Livro
Handbook of Research on Trends and Future Directions in Big Data and Web Intelligence
Ano
2015
Língua
Inglês
País
Estados Unidos da América
Mais Informação
Scopus

N.º de citações: 0

(Última verificação: 2019-07-18 01:45)

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Abstract/Resumo
This chapter details how Big Data can be used and implemented in networking and computing infrastructures. Specifically, it addresses three main aspects: the timely extraction of relevant knowledge from heterogeneous, and very often unstructured large data sources; the enhancement on the performance of processing and networking (cloud) infrastructures that are the most important foundational pillars of Big Data applications or services; and novel ways to efficiently manage network infrastructures with high-level composed policies for supporting the transmission of large amounts of data with distinct requisites (video vs. non-video). A case study involving an intelligent management solution to route data traffic with diverse requirements in a wide area Internet Exchange Point is presented, discussed in the context of Big Data, and evaluated.
Agradecimentos/Acknowledgements
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Palavras-chave
Big data,Usable knowledge,Data science,Network,Text mining,Intelligent management,Internet exchange point