The brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities.
€53.49
Jadual kandungan
Introduction.- Basics for Sublinear Algorithms.- Applications for Wireless Sensor Networks.- Applications for Big Data Processing.- Applications for a Smart Grid.- Concluding Remarks.
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Bahasa Inggeris ● Format PDF ● Halaman-halaman 85 ● ISBN 9783319204482 ● Saiz fail 2.2 MB ● Penerbit Springer International Publishing ● Bandar raya Cham ● Negara CH ● Diterbitkan 2015 ● Muat turun 24 bulan ● Mata wang EUR ● ID 4456227 ● Salin perlindungan Social DRM
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