Data Management in Machine Learning Systems

by Matthias Boehm, Arun Kumar, Jun Yang

Book Overview

Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scalable manner. Data management is at the heart of many ML systems due to data-driven application characteristics, data-centric workload characteristics, and system architectures inspired by classical data management techniques.

In this book, we...

• Format: Paperback
• Language: English
• ISBN: 3031007417
• ISBN13: 9783031007415
• Release Date: February 2019
• Publisher: Springer
• Length: 157 Pages
• Weight: 0.69 lbs.
• Dimensions: 0.4" x 7.5" x 9.3"