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http://hdl.handle.net/10071/9464
acessibilidade
Title: Intelligent management and efficient operation of Big Data
Authors: Moura, José
Nunes, Luís
Batista, Fernando
Cardoso, Elsa
Keywords: Big data
Usable knowledge
Data science
Text mining
Intelligent management
Internet exchange point
Issue Date: 2015
Publisher: IGI Global
Abstract: 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.
Peer reviewed: Sim
URI: http://hdl.handle.net/10071/9464
DOI: 10.4018/978-1-4666-8505-5
ISBN: 9781466685055
Appears in Collections:CTI-CLI - Autoria de capítulos de livros internacionais

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