Scaling Up Machine Learning: Parallel And Distributed Approaches

In many practical situations it is impossible to run existing machine learning methods on a single computer, because either the data is too large or the speed and throughput requirements are too demanding. Researchers and practitioners will find here a variety of machine learning methods developed specifically for parallel or distributed systems, covering algorithms, platforms and applications.

• | Edited By: Ron Bekkerman
• | Publisher: Cambridge University Press
• | Publication Date: Mar 29, 2018
• | Country of Publication: United Kingdom
• | Number of Pages: 491 pages
• | Language: Unknown
• | Binding: Softback
• | ISBN-10: 1108461743
• | ISBN-13: 9781108461740