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Книга Big Data Platforms and Applications Florin Pop

Big Data Platforms and Applications

Case Studies, Methods, Techniques, and Performance Evaluation

Автор: Florin Pop, Gabriel Neagu
Език: Английски език
Корици: С твърди корици
Издател: Springer Nature Switzerland AG
Наличност: Външен склад
Изпращаме след 10-13 дни
178.47 € 349.05 лв
This book provides a review of advanced topics relating to the theory, research, analysis and implem...

Информация за книгата

Автор
Florin Pop, Gabriel Neagu
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2021
страници
290
EAN
9783030388355
Enbook ID
25351982
Издател
Springer Nature Switzerland AG
Теглоt
629
Размери
155 x 21 x 23

Пълно описание

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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