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Intelligent Management and Efficient Operation of Big Data
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Author(s): José Moura (Instituto Universitario de Lisboa, Portugal & Instituto de Telecomunicações, Portugal), Fernando Batista (Instituto Universitario de Lisboa, Portugal), Elsa Cardoso (Instituto Universitario de Lisboa, Portugal)and Luís Nunes (Instituto Universitario de Lisboa, Portugal & Instituto de Telecomunicações, Portugal)
Copyright: 2019
Pages: 26
Source title:
Web Services: Concepts, Methodologies, Tools, and Applications
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-5225-7501-6.ch102
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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.
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