株式会社極東書店トップ ＞ 商品一覧 ＞ Big Data Platforms and Applications: Case Studies, Methods, Techniques, and Performance Evaluation. 2021 ed.
商品詳細
Big Data Platforms and Applications: Case Studies, Methods, Techniques, and Performance Evaluation. 2021 ed.
・ISBN 978-3-030-38835-5 hard EUR 169.99
￥45,437.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Pop, Florin / Neagu, Gabriel (eds.), |
|---|---|
| シリーズ | (Computer Communications and Networks) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2021 |
| ページ数 | 290 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-48816＞ |
解説
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 neededfor 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.