Data center accelerators are becoming increasingly important as workloads such as AI training, inference, advanced analytics, and high-performance computing expand. GPUs, TPUs, FPGAs, ASICs, and other accelerator technologies are helping data centers handle complex workloads with lower processing times and improved energy efficiency. AI-based capabilities are also being used for workload management, predictive maintenance, resource allocation, and power optimization.
The report includes:
- Impact analysis of artificial intelligence (AI) on the data center accelerators market
- Case studies of the successful integration of AI and machine learning in cloud, on-premise and hybrid
- Highlights of AI adoption trends across major geographical regions, as well as disruptions caused by AI in artificial intelligence training and inference, high performance computing and other applications
- Review of the impact of AI on various stages of the data center accelerators market's value chain, along with a supply chain analysis
- Competitive landscape featuring key strategic initiatives, market spending and an investment outlook
Table of Contents
Chapter 1 Key Use Cases for AI Adoption in Data Center Accelerator Market- Overview
- Key Use Cases
- Case 1: Accelerating Large Language Model (LLM) Training
- Case 2: Custom AI Accelerators for Cloud Infrastructure
- Overview
- Adoption Trends by Region
- Adoption Trends in North America
- Adoption Trends in Europe
- Adoption Trends in Asia-Pacific
- Adoption Trends in the Rest of the World
- Overview
- Impact of AI on Key Industry Sectors
- Cloud Service Providers
- IT and Telecommunications
- Financial Services
- Impact of AI on Various Stages of the Supply Chain
- Raw Material and Component Suppliers
- Accelerator Design and IP Development
- Semiconductor Manufacturing and Advanced Packaging
- Server and System Integration
- Data Center Operators and Cloud Service Providers
- End Users and Applications
- Overview
- Market Spending and Forecasting Analysis
- Market Spending and Forecasting Analysis
- Key Spending by Data Center Accelerator Companies on AI
- Abbreviations Used in the Report
Table 1: Key Spending by Data Center Accelerator Companies on AI, 2025-2026
Table 2: Abbreviations Used in This Report
