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Książka Big Data Platforms and Applications Florin Pop

Big Data Platforms and Applications

Case Studies, Methods, Techniques, and Performance Evaluation

Autor: Florin Pop, Gabriel Neagu
Język: Angielski
Oprawa: Twarda
Wydawca: Springer Nature Switzerland AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
719.48 zł
This book provides a review of advanced topics relating to the theory, research, analysis and implem...

Informacje o książce

Autor
Florin Pop, Gabriel Neagu
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2021
strony
290
EAN
9783030388355
Enbook ID
25351982
Wydawca
Springer Nature Switzerland AG
Waga
629
Wymiary
155 x 21 x 23

Pełny opis

This book provides a review of advanced topics relating to the theory, research, analysis and implementation in the context of big data platforms and their applications, with a focus on methods, techniques, and performance evaluation. The explosive growth in the volume, speed, and variety of data being produced every day requires a continuous increase in the processing speeds of servers and of entire network infrastructures, as well as new resource management models. This poses significant challenges (and provides striking development opportunities) for data intensive and high-performance computing, i.e., how to efficiently turn extremely large datasets into valuable information and meaningful knowledge. The task of context data management is further complicated by the variety of sources such data derives from, resulting in different data formats, with varying storage, transformation, delivery, and archiving requirements. At the same time rapid responses are needed for real-time applications. With the emergence of cloud infrastructures, achieving highly scalable data management in such contexts is a critical problem, as the overall application performance is highly dependent on the properties of the data management service.

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