0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

Buy Now

Federated Learning Systems - Towards Next-Generation AI (Hardcover, 1st ed. 2021) Loot Price: R4,489
Discovery Miles 44 890
Federated Learning Systems - Towards Next-Generation AI (Hardcover, 1st ed. 2021): Muhammad Habibur Rehman, Mohamed Medhat Gaber

Federated Learning Systems - Towards Next-Generation AI (Hardcover, 1st ed. 2021)

Muhammad Habibur Rehman, Mohamed Medhat Gaber

Series: Studies in Computational Intelligence, 965

 (sign in to rate)
Loot Price R4,489 Discovery Miles 44 890 | Repayment Terms: R421 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

This book covers the research area from multiple viewpoints including bibliometric analysis, reviews, empirical analysis, platforms, and future applications. The centralized training of deep learning and machine learning models not only incurs a high communication cost of data transfer into the cloud systems but also raises the privacy protection concerns of data providers. This book aims at targeting researchers and practitioners to delve deep into core issues in federated learning research to transform next-generation artificial intelligence applications. Federated learning enables the distribution of the learning models across the devices and systems which perform initial training and report the updated model attributes to the centralized cloud servers for secure and privacy-preserving attribute aggregation and global model development. Federated learning benefits in terms of privacy, communication efficiency, data security, and contributors' control of their critical data.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Studies in Computational Intelligence, 965
Release date: June 2021
First published: 2021
Editors: Muhammad Habibur Rehman • Mohamed Medhat Gaber
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 196
Edition: 1st ed. 2021
ISBN-13: 978-3-03-070603-6
Categories: Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Promotions
LSN: 3-03-070603-6
Barcode: 9783030706036

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Cognitive Robotics and Adaptive…
Maki K. Habib Hardcover R2,855 Discovery Miles 28 550
Multimedia Streaming in SDN/NFV and 5G…
Barakabitze Hardcover R3,162 Discovery Miles 31 620
Cyber-Physical System Solutions for…
Vanamoorthy Muthumanikandan, Anbalagan Bhuvaneswari, … Hardcover R7,389 Discovery Miles 73 890
Machine Learning Techniques for Pattern…
Mohit Dua, Ankit Kumar Jain Hardcover R8,863 Discovery Miles 88 630
Research Anthology on Machine Learning…
Information R Management Association Hardcover R17,918 Discovery Miles 179 180
Basic Python Commands - Learn the Basic…
Manuel Mcfeely Hardcover R869 R747 Discovery Miles 7 470
Get Started Programming with Python…
Manuel Mcfeely Hardcover R843 R727 Discovery Miles 7 270
Optimization and Machine Learning…
R Chelouah Hardcover R4,165 Discovery Miles 41 650
Model-Based Reinforcement Learning…
M. Farsi Hardcover R3,147 Discovery Miles 31 470
Tree-Based Machine Learning Methods in…
Sharad Saxena Hardcover R2,128 Discovery Miles 21 280
Event Mining for Explanatory Modeling
Laleh Jalali, Ramesh Jain Hardcover R1,441 Discovery Miles 14 410
Data Mining - Concepts and Applictions
Ciza Thomas Hardcover R3,437 Discovery Miles 34 370

See more

Partners