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Book Description

This IBM® Redpaper publication describes the advantages of using IBM Power System AC922 for cognitive solutions, and how it can enhance clients' businesses.

In order to optimize the hardware and software, IBM partners with NVIDIA, Mellanox, H2O.ai, SQream, Kinetica, and other prominent companies to design the Power AC922 server, specifically enhanced for the cognitive era. Most of its outstanding hardware features, such as NVIDIA NVLink 2.0 and PCIe 4.0, are described in this publication to illustrate the advantages that clients can realize in comparison with IBM competitors.

We also include a brief description about what cognitive computing is, and how to use IBM Watson® Machine Learning cognitive solutions to bring more value to your business ecosystem. Additionally, we show performance charts that show the advantages of using Power AC922 versus x86 competitors. In the last chapter, we describe the most remarkable use cases in which IBM solves real problems using cognitive solutions.

This IBM Redpaper publication is aimed at IT technical audiences, especially decision-making levels that need a full look at the benefits and improvements that an IBM Cognitive Solution can offer. It also provides valuable information to data science professionals, enabling them to plan their modeling needs. Finally, it offers information to the infrastructure support group in charge of maintaining the solution.

Table of Contents

  1. Front cover
  2. Notices
    1. Trademarks
  3. Preface
    1. Authors
    2. Now you can become a published author, too
    3. Comments welcome
    4. Stay connected to IBM Redbooks
  4. Chapter 1. Introduction to cognitive computing
    1. 1.1 Definition of cognitive computing
    2. 1.2 What is IBM cognitive computing
    3. 1.3 IBM cognitive solutions
      1. 1.3.1 Watson Machine Learning
      2. 1.3.2 IBM PowerAI Vision
    4. 1.4 Third party cognitive solutions
    5. 1.5 Power AC922 end-to-end
  5. Chapter 2. IBM Power System AC922 for cognitive computing
    1. 2.1 Key hardware components
    2. 2.2 Software supported on the Power AC922
    3. 2.3 Outstanding features
  6. Chapter 3. Cognitive solutions
    1. 3.1 Cognitive solutions from IBM
      1. 3.1.1 IBM Watson Machine Learning Accelerator
    2. 3.2 Third-party cognitive solutions
      1. 3.2.1 H2O Driverless AI and Power AC922
      2. 3.2.2 SQream DB and Power AC922
      3. 3.2.3 Kinetica and Power AC922
  7. Chapter 4. Use cases
    1. 4.1 Watson Machine Learning Accelerator on Power AC922
      1. 4.1.1 Industry: Banking
    2. 4.2 PowerAI Vision on Power AC922
      1. 4.2.1 Industry: Health care
    3. 4.3 H2O Driverless AI on Power AC922
      1. 4.3.1 Industry: Financial services
    4. 4.4 SQream DB on Power AC922
  8. Related publications
    1. IBM Redbooks
    2. Online resources
    3. Help from IBM
  9. Back cover