Gartner Research

China Summary Translation: 'Market Guide for Machine Learning Compute Infrastructures'

Published: 28 March 2019

ID: G00382684

Analyst(s): Chirag Dekate , Uko Tian


Devising compute strategies for AI applications can be challenging as it involves navigating complex design considerations. I&O leaders can use this research to deliver highly efficient infrastructures for compute-intensive machine learning and deep neural network-based applications.

Table Of Contents



Market Guide for Machine Learning Compute Infrastructures

  • Key Findings
  • Recommendations

Market Definition

  • Market Description

Market Direction

Market Analysis

Representative Vendors

  • Market Introduction
  • Vendor Profiles
    • Atos
    • Cisco
    • Cray
    • Dell EMC
    • Fujitsu
    • Hewlett Packard Enterprises
    • Huawei
    • IBM
    • Inspur
    • Lenovo
    • NEC
    • NVIDIA
    • Sugon

Market Recommendations

Gartner Recommended Reading

©2021 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner is a registered trademark of Gartner, Inc. and its affiliates. This publication may not be reproduced or distributed in any form without Gartner’s prior written permission. It consists of the opinions of Gartner’s research organization, which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, Gartner disclaims all warranties as to the accuracy, completeness or adequacy of such information. Although Gartner research may address legal and financial issues, Gartner does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by Gartner’s Usage Policy. Gartner prides itself on its reputation for independence and objectivity. Its research is produced independently by its research organization without input or influence from any third party. For further information, see Guiding Principles on Independence and Objectivity.

Already have a Gartner Account?

Become a client

Learn how to access this content as a Gartner client.