Big Data Platforms And Applications
Download and Read Big Data Platforms And Applications full books in PDF, ePUB, and Kindle. Read online free Big Data Platforms And Applications ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Big Data Platforms and Applications
Author | : Florin Pop |
Publisher | : Springer Nature |
Total Pages | : 300 |
Release | : 2021-09-28 |
Genre | : Computers |
ISBN | : 3030388360 |
Download Big Data Platforms and Applications Book in PDF, Epub and Kindle
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.
Big Data Platforms and Applications Related Books
Pages: 300
Pages: 338
Pages: 509
Pages: 405
Pages: 126