Worldwide Performance-Intensive Computing as a Service Forecast, 2023–2027: Strong Growth for Big Data Analytics, AI, HPC, and Engineering/Technical Workloads

IDC Market Forecast Figure

• Figure: Worldwide Performance-Intensive Computing as a Service Spending Snapshot

Executive Summary

Advice for Technology Suppliers

• Formulate an End-to-End Bundled Performance-Intensive Computing as a Service Product Offering

• Demonstrate a Secure and Compliant Cloud Infrastructure

• Segment the Prospects by Their Level of Enterprise Intelligence and Communicate on Early Vendor Engagement Opportunities and Costs Transparency

• Align Teams with Performance-Intensive Computing Capabilities and Demonstrate Abilities to Work with Evolving Roles such as Chief Data Officer

• Be a Trusted Advisor of Hybrid Deployment Models for Performance-Intensive Computing Workloads, Offer Multicloud Support, and Showcase a Strong Partner Ecosystem

Market Forecast

• Performance-Intensive Computing as a Service Market

• Figure: Worldwide Performance-Intensive Computing as a Service Revenue and Growth, 2021–2027

• Table: Worldwide Performance-Intensive Computing as a Service Revenue by Segment, 2021–2027 ($B)

• Big Data and Analytics

• Figure: Worldwide Big Data and Analytics as a Service Revenue and Growth, 2021–2027

• Artificial Intelligence

• Figure: Worldwide AI as a Service Revenue and Growth, 2021–2027

• High-Performance Computing

• Figure: Worldwide HPC as a Service Revenue and Growth, 2021–2027

• Engineering/Technical

• Figure: Worldwide Engineering/Technical as a Service Revenue and Growth, 2021–2027

• Performance-Intensive Computing as a Service as a Percentage of the Total aaS Market

• Figure: Worldwide Performance-Intensive Computing as a Service as a Percentage of the Total aaS, 2022

Market Context

• Drivers and Inhibitors

• Drivers

• Performance-Intensive Computing Goes Mainstream and Is Considered Mission Critical

• Growing Number of Enterprises Identifying Themselves as Digital Businesses

• Inhibitors

• Complexity in Managing Hybrid Technologies and Lack of HPC Talent Within Enterprises

• Transferring of Workloads from the Public Cloud into Dedicated IT Environments May Affect Market Growth

• Disrupted IT Spending Plans

• Significant Market Developments

• March 2023

• February 2023

• January 2023

• December 2022

• November 2022

• October 2022

• September 2022

• July 2022

• June 2022

• May 2022

• April 2022

• March 2022

• Changes from Prior Forecast

Market Definition

• Definitions

• Performance-Intensive Computing

• Performance-Intensive Computing as a Service

• Artificial Intelligence as a Service

• Artificial Intelligence Software Technology Definitions

• Artificial Intelligence Platforms

• AI Applications

• AI Application Development and Deployment

• AI System Infrastructure Software

• Big Data and Analytics as a Service

• High-Performance Computing as a Service

• Engineering/Technical as a Service

Methodology

Related Research