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
Estados Unidos da América
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(Última verificação: 2019-07-18 01:45)

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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.
Big data,Usable knowledge,Data science,Network,Text mining,Intelligent management,Internet exchange point