Contact
How to shop
Delivery
Shopping guide
Fog Computing, Deep Learning and Big Data Analytics-Research Directions
English
379 b
Up to 30 days for returns
Customers also purchased
/
Paperback
13 310
Ft
/
Paperback
21 265
Ft
/
Paperback
6 233
Ft
/
Paperback
11 344
Ft
This book provides a comprehensive picture of fog computing technology, including of fog architectures, latency aware application management issues with real time requirements, security and privacy issues and fog analytics, in wide ranging application scenarios such as M2M device communication, smart homes, smart vehicles, augmented reality and transportation management. This book explores the research issues involved in the application of traditional shallow machine learning and deep learning techniques to big data analytics. It surveys global research advances in extending the conventional unsupervised or clustering algorithms, extending supervised and semi-supervised algorithms and association rule mining algorithms to big data Scenarios. Further it discusses the deep learning applications of big data analytics to fields of computer vision and speech processing, and describes applications such as semantic indexing and data tagging. Lastly it identifies 25 unsolved research problems and research directions in fog computing, as well as in the context of applying deep learning techniques to big data analytics, such as dimensionality reduction in high-dimensional data and improved formulation of data abstractions along with possible directions for their solutions.
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Paperback
19 212
Ft
/
Paperback
2 563
Ft
/
Paperback
15 248
Ft
/
Paperback
3 932
Ft
Hi! I'm Libroamiko, your book advisor.
How can I help you?