Big Data Platforms and Applications: Case Studies, Methods, Techniques, and Performance Evaluation

This book provides a review of advanced topics relating to the theory, research, analysis and implementation in...
¥44,102 JPY
¥44,102 JPY
SKU: 9783030388386
Product Type: Books
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Author: Florin Pop
Format: Paperback
Language: English
Subtotal: ¥44,102
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Big Data Platforms and Applications: Case Studies, Methods, Techniques, and Performance Evaluation by Pop, Florin

Big Data Platforms and Applications: Case Studies, Methods, Techniques, and Performance Evaluation

¥44,102

Big Data Platforms and Applications: Case Studies, Methods, Techniques, and Performance Evaluation

¥44,102
Author: Florin Pop
Format: Paperback
Language: English

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.




Author: Florin Pop
Publisher: Springer
Published: 09/30/2022
Pages: 290
Binding Type: Paperback
Weight: 0.96lbs
Size: 9.21h x 6.14w x 0.65d
ISBN: 9783030388386

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