AI Infrastructure Market by Offerings (Compute (GPU, CPU, FPGA), Memory (DDR, HBM), Network (NIC/Network Adapters, Interconnect), Storage, Software), Function (Training, Inference), Deployment (On-Premises, Cloud, Hybrid) - Global Forecast to 2030

1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Markets Covered
1.3.2 Inclusions and Exclusions
1.3.3 Years Considered
1.4 Currency Considered
1.5 Unit Considered
1.6 Limitations
1.7 Stakeholders
1.8 Summary of Changes

2.1 Research Data
2.1.1 Secondary and Primary Research
2.1.2 Secondary Data
2.1.2.1 List of Key Secondary Sources
2.1.2.2 Key Data from Secondary Sources
2.1.3 Primary Data
2.1.3.1 List of Primary Interview Participants
2.1.3.2 Breakdown of Primaries
2.1.3.3 Key Data from Primary Sources
2.1.3.4 Key Industry Insights
2.2 Market Size Estimation Methodology
2.2.1 Bottom-Up Approach
2.2.1.1 Approach to Arrive at Market Size Using Bottom-Up Analysis (Demand Side)
2.2.2 Top-Down Approach
2.2.2.1 Approach to Arrive at Market Size Using Top-Down Analysis (Supply Side)
2.3 Market Breakdown and Data Triangulation
2.4 Research Assumptions
2.5 Risk Analysis
2.6 Research Limitations

4.1 Attractive Opportunities for Players in AI Infrastructure Market
4.2 AI Infrastructure Market, by Function
4.3 AI Infrastructure Market, by Deployment
4.4 AI Infrastructure Market, by Application
4.5 AI Infrastructure Market, by End-user
4.6 AI Infrastructure Market, by Region
4.7 AI Infrastructure Market, by Country

5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Rising Demand for High-Performance Computing in AI Workloads
5.2.1.2 Government-Led Fundings to Boost AI R&D
5.2.1.3 Growing Popularity AI and ML Solutions Among Enterprises
5.2.1.4 Massive Data Generation due to Rapid Digital Transformation
5.2.2 Restraints
5.2.2.1 Compatibility Issues with Legacy Systems
5.2.2.2 Consumption of Large Amount of Energy
5.2.3 Opportunities
5.2.3.1 Rise of AI-As-A-Service Platforms
5.2.3.2 Surging Demand for Cloud-based AI Infrastructure
5.2.3.3 Growing Adoption of AI-Driven Decision Making Systems
5.2.3.4 Advancements in Neuromorphic and Quantum Computing for AI
5.2.3.5 Increasing Investments in Data Centers by Cloud Service Providers
5.2.4 Challenges
5.2.4.1 High Initial Investments
5.2.4.2 Maintaining Data Security and Integrity in Distributed AI Systems
5.2.4.3 Complexities Associated with Integrating AI Technologies into Existing IT Ecosystems
5.3 Trends/Disruptions Impacting Customer Business
5.4 Pricing Analysis
5.4.1 Indicative Pricing of Key Players, by Compute
5.4.2 Average Selling Price Trend, by Region
5.5 Value Chain Analysis
5.6 Ecosystem Analysis
5.7 Investment and Funding Scenario
5.8 Technology Analysis
5.8.1 Key Technologies
5.8.1.1 Generative AI
5.8.1.2 Conversational AI
5.8.1.3 AI-Optimized Cloud Platforms
5.8.2 Complementary Technologies
5.8.2.1 Blockchain
5.8.2.2 Edge Computing
5.8.2.3 Cybersecurity
5.8.3 Adjacent Technologies
5.8.3.1 Big Data
5.8.3.2 Predictive Analysis
5.9 Upcoming Deployment of Data Centers by Cloud Service Providers
5.10 Capex of Cloud Service Providers
5.11 Processor Benchmarking
5.11.1 GPU Benchmarking by Nvidia
5.11.2 CPU Benchmarking by Nvidia
5.12 Patent Analysis
5.13 Trade Analysis
5.13.1 Import Scenario (HS Code 854231)
5.13.2 Export Scenario (HS Code 854231)
5.14 Key Conferences and Events, 2024-2025
5.15 Case Study Analysis
5.16 Regulatory Landscape
5.16.1 Regulatory Bodies, Government Agencies, and Other Organizations
5.16.2 Standards
5.17 Porter's Five Forces Analysis
5.17.1 Threat of New Entrants
5.17.2 Threat of Substitutes
5.17.3 Bargaining Power of Suppliers
5.17.4 Bargaining Power of Buyers
5.17.5 Intensity of Competition Rivalry
5.18 Key Stakeholders and Buying Criteria
5.18.1 Key Stakeholders in Buying Process
5.18.2 Buying Criteria

6.1 Introduction
6.2 AI Server Penetration and Growth Forecast
6.3 AI Server Industry, by Processor Type
6.3.1 GPU-based Servers
6.3.1.1 Ability to Process Massive Datasets and Run Intricate Algorithms Efficiently to Drive Market
6.3.2 Fpga-based Servers
6.3.2.1 Growing Need for Flexibility and Customization for AI Workloads to Boost Demand
6.3.3 Asic-based Servers
6.3.3.1 Increasing Demand for High-Performance Computing and Machine Learning to Foster Market Growth
6.4 AI Server Industry, by Function
6.4.1 Training
6.4.1.1 Surging Adoption of Deep Learning Technologies to Fuel Market Growth
6.4.2 Inference
6.4.2.1 Rapid Shift Toward Edge Computing to Accelerate Demand
6.5 AI Server Industry Share Analysis, 2023

7.1 Introduction
7.2 Compute
7.2.1 GPU
7.2.1.1 Growing Demand from Hyperscale Cloud Service Providers to Fuel Market Growth
7.2.2 CPU
7.2.2.1 Increasing Need for Cost-Effective and High-Performance AI Infrastructure to Offer Lucrative Growth Opportunities
7.2.3 Fpga
7.2.3.1 Growing Need to Reconfigure Hardware to Address Growing AI Workloads to Boost Demand
7.2.4 Tpu
7.2.4.1 Rising Need to Accelerate Deep Learning and Neural Network Processing to Foster Market Growth
7.2.5 Dojo & Fsd
7.2.5.1 Surging Computational Demands of Deep Learning and Neural Network Training to Accelerate Demand
7.2.6 Trainium & Inferentia
7.2.6.1 Growing Demand for Cost-Effective Training and Inference to Offer Lucrative Growth Opportunities
7.2.7 Athena
7.2.7.1 Increasing Emphasis on Accelerating AI Model Training and Inference Capabilities to Fuel Demand
7.2.8 T-Head
7.2.8.1 Growing Demand for AI-Powered Applications Across Data Centers to Offer Lucrative Growth Opportunities
7.2.9 Mtia
7.2.9.1 Rising Demand to Optimize Training and Inference of ML Models to Foster Market Growth
7.2.10 Lpu
7.2.10.1 Increasing Need to Handle Demanding Computational Requirements of Nlp to Fuel Market Growth
7.2.11 Other Asic
7.3 Memory
7.3.1 Ddr
7.3.1.1 Increasing Demand Among Semiconductor Manufacturers to Fuel Market Growth
7.3.2 Hbm
7.3.2.1 Rising Application for Real-Time Image Recognition to Boost Demand
7.4 Network
7.4.1 Nic/Network Adapters
7.4.1.1 Increasing Emphasis on Advancing Network Speeds to Offer Lucrative Growth Opportunities
7.4.1.2 Infiniband
7.4.1.2.1 Growing Emphasis on Reducing Latency During Large-Scale AI Model Training to Foster Market Growth
7.4.1.3 Ethernet
7.4.1.3.1 Rising Need for High-Speed Solutions to Meet Next-Gen AI Model Demands to Foster Market Growth
7.4.1.4 Interconnects
7.4.1.4.1 Increasing Demand for Larger-Scale AI Models to Fuel Market Growth
7.5 Storage
7.5.1 Growing Need for Sustainable and Cost-Effective Storage Solutions to Offer Lucrative Growth Opportunities
7.6 Server Software
7.6.1 Rising Need for Secure and Stable Computing Environments in AI Data Centers to Fuel Market Growth

8.1 Introduction
8.2 Training
8.2.1 Increasing Complexities and Scale of AI Model Development to Drive Market
8.3 Inference
8.3.1 Rising Popularity of Edge Computing to Fuel Market Growth

9.1 Introduction
9.2 On-Premises
9.2.1 Growing Concerns of Data Privacy to Drive Market
9.3 Cloud
9.3.1 Ability to Scale Resources On-Demand to Fuel Market Growth
9.4 Hybrid
9.4.1 Increasing Demand for Scalable Solutions to Balance Performance and Security to Foster Market Growth

10.1 Introduction
10.2 Generative AI
10.2.1 Rule-based Models
10.2.1.1 Integration with ML and Deep Learning to Offer Lucrative Growth Opportunities
10.2.2 Statistical Models
10.2.2.1 Growing Application in Finance, Economics, and Healthcare Sectors to Predict Trends and Outcomes to Fuel Market Growth
10.2.3 Deep Learning
10.2.3.1 Surging Demand for AI-Generated Content and Automation to Offer Lucrative Growth Opportunities
10.2.4 Generative Adversarial Networks (Gans)
10.2.4.1 Increasing Application to Create 3D Models in Entertainment and Gaming Sectors to Foster Market Growth
10.2.5 Autoencoders
10.2.5.1 Growing Need to Reduce Dimensionality of Data and Handle Complex Datasets to Accelerate Demand
10.2.6 Convolutional Neural Networks (Cnns)
10.2.6.1 Rising Number of Autonomous Vehicles and Smart Cities to Drive Market
10.2.7 Transformer Models
10.2.7.1 Growing Popularity of Gpt Models and Bert to Offer Lucrative Growth Opportunities
10.3 Machine Learning
10.3.1 Rising Application for Real-Time Decision-Making and Data Analysis to Foster Market Growth
10.4 Natural Language Processing
10.4.1 Growing Usage of Machines for Sentiment Analysis, Language Translation, and Speech Recognition to Accelerate Demand
10.5 Computer Vision
10.5.1 Increasing Demand for Automated Visual Recognition Systems to Fuel Market Growth

11.1 Introduction
11.2 Cloud Service Providers
11.2.1 Rising Emphasis on Offering Pre-Built AI Models to Offer Lucrative Growth Opportunities
11.3 Enterprises
11.3.1 Healthcare
11.3.1.1 Growing Demand for Personalized Treatment to Fuel Market Growth
11.3.2 Bfsi
11.3.2.1 Rising Focus on Enhancing Security and Improving Customer Services to Foster Market Growth
11.3.3 Automotive
11.3.3.1 Increasing Popularity of Connected Vehicles to Offer Lucrative Growth Opportunities
11.3.4 Retail & E-Commerce
11.3.4.1 Rapid Shift Toward Data-Centric Models to Enhance Customer Engagement to Accelerate Demand
11.3.5 Media & Entertainment
11.3.5.1 Rising Demand for Content Recommendation Engines and Interactive Media Experiences to Foster Market Growth
11.3.6 Other Enterprises
11.4 Government Organizations
11.4.1 Growing Need to Enhance Public Safety and Security to Offer Lucrative Growth Opportunities

12.1 Introduction
12.2 North America
12.2.1 Macroeconomic Outlook for North America
12.2.2 US
12.2.2.1 Presence of Established AI Infrastructure Manufacturers to Drive Market
12.2.3 Canada
12.2.3.1 Growing Emphasis on Commercializing AI to Offer Lucrative Growth Opportunities
12.2.4 Mexico
12.2.4.1 Rapid Digital Transformation and Surging Adoption of Cloud Computing to Fuel Market Growth
12.3 Europe
12.3.1 Macroeconomic Outlook for Europe
12.3.2 UK
12.3.2.1 Growing Investments in Data Center Infrastructure to Boost Demand
12.3.3 Germany
12.3.3.1 Rising Adoption Smart Technologies to Boost Manufacturing to Drive Market
12.3.4 France
12.3.4.1 Favorable Government Initiatives to Strengthen AI Infrastructure to Fuel Market Growth
12.3.5 Italy
12.3.5.1 Increasing Emphasis on Developing Digital Infrastructure to Offer Lucrative Growth Opportunities
12.3.6 Spain
12.3.6.1 Rapid Adoption of Cloud Computing to Accelerate Demand
12.3.7 Rest of Europe
12.4 Asia-Pacific
12.4.1 Macroeconomic Outlook for Asia-Pacific
12.4.2 China
12.4.2.1 Proliferation of IoT Devices to Drive Market
12.4.3 Japan
12.4.3.1 Rising Investments to Boost Cloud Infrastructure to Foster Market Growth
12.4.4 India
12.4.4.1 Government-Led Initiatives to Strengthen AI Infrastructure to Offer Lucrative Growth Opportunities
12.4.5 South Korea
12.4.5.1 Thriving Semiconductor Industry to Accelerate Demand
12.4.6 Rest of Asia-Pacific
12.5 RoW
12.5.1 Macroeconomic Outlook for RoW
12.5.2 Middle East
12.5.2.1 Growing Emphasis on Digital Transformation and Technological Innovation to Drive Market
12.5.2.2 GCC
12.5.2.3 Rest of Middle East
12.5.3 Africa
12.5.3.1 Rising Need for Managing Advanced Data Processing Requirements to Fuel Market Growth
12.5.4 South America
12.5.4.1 Growing Demand for Flexible and Secure Cloud Storage Solutions to Foster Market Growth

13.1 Overview
13.2 Key Player Strategies/Right to Win, 2019-2024
13.3 Revenue Analysis, 2021-2023
13.4 Market Share Analysis, 2023
13.4.1 Compute Market Share Analysis, 2023
13.4.2 Memory Market Share Analysis, 2023
13.5 Company Valuation and Financial Metrics, 2023
13.6 Brand/Product Comparison
13.7 Company Evaluation Matrix: Key Players, 2023
13.7.1 Stars
13.7.2 Emerging Leaders
13.7.3 Pervasive Players
13.7.4 Participants
13.7.5 Company Footprint: Key Players, 2023
13.7.5.1 Company Footprint
13.7.5.2 Region Footprint
13.7.5.3 Offering Footprint
13.7.5.4 Function Footprint
13.7.5.5 Deployment Footprint
13.7.5.6 Application Footprint
13.7.5.7 End-user Footprint
13.8 Company Evaluation Matrix: Startups/SMEs, 2023
13.8.1 Progressive Companies
13.8.2 Responsive Companies
13.8.3 Dynamic Companies
13.8.4 Starting Blocks
13.8.5 Competitive Benchmarking: Startups/SMEs, 2023
13.8.5.1 Competitive Benchmarking of Key Startups/SMEs
13.8.5.2 Detailed List of Key Startups/SMEs
13.9 Competitive Scenario
13.9.1 Product Launches
13.9.2 Deals
13.9.3 Other Developments

14.1 Key Players
14.1.1 Nvidia Corporation
14.1.1.1 Business Overview
14.1.1.2 Products/Solutions/Services Offered
14.1.1.3 Recent Developments
14.1.1.3.1 Product Launches
14.1.1.3.2 Deals
14.1.1.4 Analyst's View
14.1.1.4.1 Key Strengths/Right to Win
14.1.1.4.2 Strategic Choices
14.1.1.4.3 Weaknesses/Competitive Threats
14.1.2 Advanced Micro Devices, Inc.
14.1.2.1 Business Overview
14.1.2.2 Products/Solutions/Services Offered
14.1.2.3 Recent Developments
14.1.2.3.1 Product Launches
14.1.2.3.2 Deals
14.1.2.4 Analyst's View
14.1.2.4.1 Key Strengths/Right to Win
14.1.2.4.2 Strategic Choices
14.1.2.4.3 Weaknesses/Competitive Threats
14.1.3 Sk Hynix Inc.
14.1.3.1 Business Overview
14.1.3.2 Products/Solutions/Services Offered
14.1.3.3 Recent Developments
14.1.3.3.1 Product Launches
14.1.3.3.2 Deals
14.1.3.3.3 Other Developments
14.1.3.4 Analyst's View
14.1.3.4.1 Key Strengths/Right to Win
14.1.3.4.2 Strategic Choices
14.1.3.4.3 Weaknesses/Competitive Threats
14.1.4 Samsung
14.1.4.1 Business Overview
14.1.4.2 Products/Solutions/Services Offered
14.1.4.3 Recent Developments
14.1.4.3.1 Product Launches
14.1.4.3.2 Deals
14.1.4.4 Analyst's View
14.1.4.4.1 Key Strengths/Right to Win
14.1.4.4.2 Strategic Choices
14.1.4.4.3 Weaknesses/Competitive Threats
14.1.5 Micron Technology, Inc.
14.1.5.1 Business Overview
14.1.5.2 Products/Solutions/Services Offered
14.1.5.3 Recent Developments
14.1.5.3.1 Product Launches
14.1.5.3.2 Deals
14.1.5.4 Analyst's View
14.1.5.4.1 Key Strengths/Right to Win
14.1.5.4.2 Strategic Choices
14.1.5.4.3 Weaknesses/Competitive Threats
14.1.6 Intel Corporation
14.1.6.1 Business Overview
14.1.6.2 Products/Solutions/Services Offered
14.1.6.3 Recent Developments
14.1.6.3.1 Product Launches
14.1.6.3.2 Deals
14.1.6.3.3 Other Developments
14.1.7 Google
14.1.7.1 Business Overview
14.1.7.2 Products/Solutions/Services Offered
14.1.7.3 Recent Developments
14.1.7.3.1 Product Launches
14.1.7.3.2 Deals
14.1.8 Amazon Web Services, Inc.
14.1.8.1 Business Overview
14.1.8.2 Products/Solutions/Services Offered
14.1.8.3 Recent Developments
14.1.8.3.1 Product Launches
14.1.8.3.2 Deals
14.1.9 Tesla
14.1.9.1 Business Overview
14.1.9.2 Products/Solutions/Services Offered
14.1.10 Microsoft
14.1.10.1 Business Overview
14.1.10.2 Products/Solutions/Services Offered
14.1.10.3 Recent Developments
14.1.10.3.1 Product Launches
14.1.10.3.2 Deals
14.1.11 Meta
14.1.11.1 Business Overview
14.1.11.2 Products/Solutions/Services Offered
14.1.11.3 Recent Developments
14.1.11.3.1 Product Launches
14.1.11.3.2 Deals
14.1.12 Graphcore
14.1.12.1 Business Overview
14.1.12.2 Products/Solutions/Services Offered
14.1.12.3 Recent Developments
14.1.12.3.1 Product Launches
14.1.12.3.2 Deals
14.1.13 Cerebras
14.1.13.1 Business Overview
14.1.13.2 Products/Solutions/Services Offered
14.1.13.3 Recent Developments
14.1.13.3.1 Product Launches
14.1.13.3.2 Deals
14.2 Other Players
14.2.1 Kioxia Holdings Corporation
14.2.2 Western Digital Corporation
14.2.3 Mythic
14.2.4 Blaize
14.2.5 Groq, Inc.
14.2.6 Hailo Technologies Ltd.
14.2.7 Sima Technologies, Inc.
14.2.8 Kneron, Inc.
14.2.9 Rain Neuromorphics Inc.
14.2.10 Tenstorrent
14.2.11 Sambanova Systems, Inc.
14.2.12 Taalas
14.2.13 Sapeon Inc.
14.2.14 Rebellions Inc.
14.2.15 Rivos Inc.
14.2.16 Shanghai Biren Technology Co. Ltd.

15.1 Discussion Guide
15.2 Knowledgestore: The Subscription Portal
15.3 Customization Options

Table 1 AI Infrastructure Market: Research Assumptions
Table 2 AI Infrastructure Market: Risk Analysis
Table 3 Data on Power Consumption by Nvidia Gpus
Table 4 Indicative Pricing of Compute Offered by Key Players, 2023 (USD)
Table 5 Indicative Pricing of Compute, 2023 (USD)
Table 6 Average Selling Price Trend of GPU, by Region, 2020-2023 (USD)
Table 7 Average Selling Price Trend of CPU, by Region, 2020-2023 (USD)
Table 8 Average Selling Price Trend of Fpga, by Region, 2020-2023 (USD)
Table 9 Role of Companies in AI Infrastructure Ecosystem
Table 10 Comparison of Nvidia AI GPU Specifications
Table 11 Comparison of Nvidia CPU Specifications
Table 12 List of Major Patents, 2023-2024
Table 13 Import Data for HS Code 854231-Compliant Products, by Country, 2019-2023 (USD Million)
Table 14 Export Data for HS Code 854231-Compliant Products, by Country, 2019-2023 (USD Million)
Table 15 List of Key Conferences and Events, 2024-2025
Table 16 Perplexity Accelerated Large Language Models with Nvidia Corporation's AI Inference Solution and Aws's Cloud Infrastructure
Table 17 Hyperaccel Developed Orion Server with Amd's AI Infrastructure That Offered High Throughput and Low Latency
Table 18 Siemens Digital Industries Software Collaborated with Microsoft Azure to Transform Industrial Workflows
Table 19 Kt Cloud Corp. Partnered with Amd and Moreh to Launch New AI Platform That Boosted Hardware and Software Efficiency
Table 20 North America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 21 Europe: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 22 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 23 RoW: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 24 AI Infrastructure Market: Standards
Table 25 AI Infrastructure Market: Porter's Five Forces Analysis
Table 26 Influence of Stakeholders on Buying Process for Top Three End-users (%)
Table 27 Key Buying Criteria for Top Three End-users
Table 28 AI Server Industry, by Processor Type, 2020-2023 (Thousand Units)
Table 29 AI Server Industry, by Processor Type, 2024-2030 (Thousand Units)
Table 30 GPU-based Servers: AI Server Industry, by Function, 2020-2023 (Thousand Units)
Table 31 GPU-based Servers: AI Server Industry, by Function, 2024-2030 (Thousand Units)
Table 32 Fpga-based Servers: AI Server Industry, by Function, 2020-2023 (Thousand Units)
Table 33 Fpga-based AI Servers: AI Server Industry, by Function, 2024-2030 (Thousand Units)
Table 34 Asic-based Servers: AI Server Industry, by Function, 2020-2023 (Thousand Units)
Table 35 Asic-based Servers: AI Server Industry, by Function, 2024-2030 (Thousand Units)
Table 36 AI Server Industry, by Function, 2020-2023 (Thousand Units)
Table 37 AI Server Industry, by Function, 2024-2030 (Thousand Units)
Table 38 Training: AI Server Industry, by Processor Type, 2020-2023 (Thousand Units)
Table 39 Training: AI Server Industry, by Processor Type, 2024-2030 (Thousand Units)
Table 40 Inference: AI Server Market, by Processor Type, 2020-2023 (Thousand Units)
Table 41 Inference: AI Server Market, by Processor Type, 2024-2030 (Thousand Units)
Table 42 AI Server Industry: Degree of Competition, 2023
Table 43 AI Infrastructure Market, by Offering, 2020-2023 (USD Million)
Table 44 AI Infrastructure Market, by Offering, 2024-2030 (USD Million)
Table 45 AI Infrastructure Market, by Compute, 2020-2023 (USD Million)
Table 46 AI Infrastructure Market, by Compute, 2024-2030 (USD Million)
Table 47 AI Infrastructure Market, by Compute, 2020-2023 (Thousand Units)
Table 48 AI Infrastructure Market, by Compute, 2024-2030 (Thousand Units)
Table 49 Compute: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 50 Compute: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 51 GPU: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 52 GPU: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 53 CPU: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 54 CPU: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 55 Fpga: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 56 Fpga: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 57 Memory: AI Infrastructure Market, by Type, 2020-2023 (USD Million)
Table 58 Memory: AI Infrastructure Market, by Type, 2024-2030 (USD Million)
Table 59 Memory: AI Infrastructure Market, by Type, 2020-2023 (Petabyte)
Table 60 Memory: AI Infrastructure Market, by Type, 2024-2030 (Petabyte)
Table 61 Memory: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 62 Memory: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 63 Ddr: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 64 Ddr: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 65 Hbm: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 66 Hbm: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 67 Network: AI Infrastructure Market, by Type, 2020-2023 (USD Million)
Table 68 Network: AI Infrastructure Market, by Type, 2024-2030 (USD Million)
Table 69 Network: AI Infrastructure Market, by Type, 2020-2023 (Thousand Units)
Table 70 Network: AI Infrastructure Market, by Type, 2024-2030 (Thousand Units)
Table 71 Network: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 72 Network: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 73 Nic/Network Adapters: AI Infrastructure Market, by Type, 2020-2023 (USD Million)
Table 74 Nic/Network Adapters: AI Infrastructure Market, by Type, 2024-2030 (USD Million)
Table 75 Nic/Network Adapters: AI Infrastructure Market, by Type, 2020-2023 (Thousand Units)
Table 76 Nic/Network Adapters: AI Infrastructure Market, by Type, 2024-2030 (Thousand Units)
Table 77 Nic/Network Adapters: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 78 Nic/Network Adapters: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 79 Interconnects: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 80 Interconnects: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 81 Storage: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 82 Storage: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 83 Server Software: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 84 Server Software: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 85 AI Infrastructure Market, by Function, 2020-2023 (USD Million)
Table 86 AI Infrastructure Market, by Function, 2024-2030 (USD Million)
Table 87 Compute: AI Infrastructure Market, by Function, 2020-2023 (USD Million)
Table 88 Compute: AI Infrastructure Market, by Function, 2024-2030 (USD Million)
Table 89 AI Infrastructure Market, by Deployment, 2020-2023 (USD Million)
Table 90 AI Infrastructure Market, by Deployment, 2024-2030 (USD Million)
Table 91 AI Infrastructure Market, by Application, 2020-2023 (USD Million)
Table 92 AI Infrastructure Market, by Application, 2024-2030 (USD Million)
Table 93 Generative AI: AI Infrastructure Market, by Type, 2020-2023 (USD Million)
Table 94 Generative AI: AI Infrastructure Market, by Type, 2024-2030 (USD Million)
Table 95 AI Infrastructure Market, by End-user, 2020-2023 (USD Million)
Table 96 AI Infrastructure Market, by End-user, 2024-2030 (USD Million)
Table 97 North America: AI Infrastructure Market, by End-user, 2020-2023 (USD Million)
Table 98 North America: AI Infrastructure Market, by End-user, 2024-2030 (USD Million)
Table 99 Europe: AI Infrastructure Market, by End-user, 2020-2023 (USD Million)
Table 100 Europe: AI Infrastructure Market, by End-user, 2024-2030 (USD Million)
Table 101 Asia-Pacific: AI Infrastructure Market, by End-user, 2020-2023 (USD Million)
Table 102 Asia-Pacific: AI Infrastructure Market, by End-user, 2024-2030 (USD Million)
Table 103 RoW: AI Infrastructure Market, by End-user, 2020-2023 (USD Million)
Table 104 RoW: AI Infrastructure Market, by End-user, 2024-2030 (USD Million)
Table 105 Cloud Service Providers: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 106 Cloud Service Providers: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 107 AI Infrastructure Market, by Enterprise Type, 2020-2023 (USD Million)
Table 108 AI Infrastructure Market, by Enterprise Type, 2024-2030 (USD Million)
Table 109 Enterprises: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 110 Enterprises: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 111 North America: AI Infrastructure Market, by Enterprise Type, 2020-2023 (USD Million)
Table 112 North America: AI Infrastructure Market, by Enterprise Type, 2024-2030 (USD Million)
Table 113 Europe: AI Infrastructure Market, by Enterprise Type, 2020-2023 (USD Million)
Table 114 Europe: AI Infrastructure Market, by Enterprise Type, 2024-2030 (USD Million)
Table 115 Asia-Pacific: AI Infrastructure Market, by Enterprise Type, 2020-2023 (USD Million)
Table 116 Asia-Pacific: AI Infrastructure Market, by Enterprise Type, 2024-2030 (USD Million)
Table 117 RoW: AI Infrastructure Market, by Enterprise Type, 2020-2023 (USD Million)
Table 118 RoW: AI Infrastructure Market, by Enterprise Type, 2024-2030 (USD Million)
Table 119 Healthcare: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 120 Healthcare: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 121 Bfsi: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 122 Bfsi: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 123 Automotive: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 124 Automotive: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 125 Retail & E-Commerce: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 126 Retail & E-Commerce: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 127 Media & Entertainment: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 128 Media & Entertainment: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 129 Other Enterprises: AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 130 Other Enterprises: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 131 Government Organizations: AI Infrastructure Market, 2020-2023 (USD Million)
Table 132 Government Organizations: AI Infrastructure Market, 2024-2030 (USD Million)
Table 133 AI Infrastructure Market, by Region, 2020-2023 (USD Million)
Table 134 AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 135 North America: AI Infrastructure Market, by Country, 2020-2023 (USD Million)
Table 136 North America: AI Infrastructure Market, by Country, 2024-2030 (USD Million)
Table 137 North America: AI Infrastructure Market, by Offering, 2020-2023 (USD Million)
Table 138 North America: AI Infrastructure Market, by Offering, 2024-2030 (USD Million)
Table 139 North America: AI Infrastructure Market, by Compute, 2020-2023 (USD Million)
Table 140 North America: AI Infrastructure Market, by Compute, 2024-2030 (USD Million)
Table 141 North America: AI Infrastructure Market, by Memory Type, 2020-2023 (USD Million)
Table 142 North America: AI Infrastructure Market, by Memory Type, 2024-2030 (USD Million)
Table 143 North America: AI Infrastructure Market, by Network Type, 2020-2023 (USD Million)
Table 144 North America: AI Infrastructure Market, by Network Type, 2024-2030 (USD Million)
Table 145 Europe: AI Infrastructure Market, by Country, 2020-2023 (USD Million)
Table 146 Europe: AI Infrastructure Market, by Country, 2024-2030 (USD Million)
Table 147 Europe: AI Infrastructure Market, by Offering, 2020-2023 (USD Million)
Table 148 Europe: AI Infrastructure Market, by Offering, 2024-2030 (USD Million)
Table 149 Europe: AI Infrastructure Market, by Compute, 2020-2023 (USD Million)
Table 150 Europe: AI Infrastructure Market, by Compute, 2024-2030 (USD Million)
Table 151 Europe: AI Infrastructure Market, by Memory Type, 2020-2023 (USD Million)
Table 152 Europe: AI Infrastructure Market, by Memory Type, 2024-2030 (USD Million)
Table 153 Europe: AI Infrastructure Market, by Network Type, 2020-2023 (USD Million)
Table 154 Europe: AI Infrastructure Market, by Network Type, 2024-2030 (USD Million)
Table 155 Asia-Pacific: AI Infrastructure Market, by Country, 2020-2023 (USD Million)
Table 156 Asia-Pacific: AI Infrastructure Market, by Country, 2024-2030 (USD Million)
Table 157 Asia-Pacific: AI Infrastructure Market, by Offering, 2020-2023 (USD Million)
Table 158 Asia-Pacific: AI Infrastructure Market, by Offering, 2024-2030 (USD Million)
Table 159 Asia-Pacific: AI Infrastructure Market, by Compute, 2020-2023 (USD Million)
Table 160 Asia-Pacific: AI Infrastructure Market, by Compute, 2024-2030 (USD Million)
Table 161 Asia-Pacific: AI Infrastructure Market, by Memory Type, 2020-2023 (USD Million)
Table 162 Asia-Pacific: AI Infrastructure Market, by Memory Type, 2024-2030 (USD Million)
Table 163 Asia-Pacific: AI Infrastructure Market, by Network Type, 2020-2023 (USD Million)
Table 164 Asia-Pacific: AI Infrastructure Market, by Network Type, 2024-2030 (USD Million)
Table 165 RoW: AI Infrastructure Market, by Region 2020-2023 (USD Million)
Table 166 RoW: AI Infrastructure Market, by Region, 2024-2030 (USD Million)
Table 167 RoW: AI Infrastructure Market, by Offering, 2020-2023 (USD Million)
Table 168 RoW: AI Infrastructure Market, by Offering, 2024-2030 (USD Million)
Table 169 RoW: AI Infrastructure Market, by Compute, 2020-2023 (USD Million)
Table 170 RoW: AI Infrastructure Market, by Compute, 2024-2030 (USD Million)
Table 171 RoW: AI Infrastructure Market, by Memory Type, 2020-2023 (USD Million)
Table 172 RoW: AI Infrastructure Market, by Memory Type, 2024-2030 (USD Million)
Table 173 RoW: AI Infrastructure Market, by Network Type, 2020-2023 (USD Million)
Table 174 RoW: AI Infrastructure Market, by Network Type, 2024-2030 (USD Million)
Table 175 Middle East: AI Infrastructure Market, by Country, 2020-2023 (USD Million)
Table 176 Middle East: AI Infrastructure Market, by Country, 2024-2030 (USD Million)
Table 177 AI Infrastructure Market: Overview of Strategies Adopted by Key Players, 2019-2024
Table 178 Compute Market: Degree of Competition
Table 179 Memory (Hbm) Market: Degree of Competition
Table 180 AI Infrastructure Market: Region Footprint
Table 181 AI Infrastructure Market: Offering Footprint
Table 182 AI Infrastructure Market: Function Footprint
Table 183 AI Infrastructure Market: Deployment Footprint
Table 184 AI Infrastructure Market: Application Footprint
Table 185 AI Infrastructure Market: End-user Footprint
Table 186 AI Infrastructure Market: Competitive Benchmarking of Key Startups/SMEs
Table 187 AI Infrastructure Market: Detailed List of Key Startups/SMEs
Table 188 AI Infrastructure Market: Product Launches, February 2019-July 2024
Table 189 AI Infrastructure Market: Deals, February 2019-July 2024
Table 190 AI Infrastructure Market: Other Developments, February 2019-July 2024
Table 191 Nvidia Corporation: Company Overview
Table 192 Nvidia Corporation: Products/Solutions/Services Offered
Table 193 Nvidia Corporation: Product Launches
Table 194 Nvidia Corporation: Deals
Table 195 Advanced Micro Devices, Inc.: Company Overview
Table 196 Advanced Micro Devices, Inc.: Products/Solutions/Services Offered
Table 197 Advanced Micro Devices, Inc.: Product Launches
Table 198 Advanced Micro Devices, Inc.: Deals
Table 199 Sk Hynix Inc.: Company Overview
Table 200 Sk Hynix Inc.: Products/Solutions/Services Offered
Table 201 Sk Hynix Inc.: Product Launches
Table 202 Sk Hynix Inc.: Deals
Table 203 Sk Hynix Inc.: Other Developments
Table 204 Samsung: Company Overview
Table 205 Samsung: Products/Solutions/Services Offered
Table 206 Samsung: Product Launches
Table 207 Samsung: Deals
Table 208 Micron Technology, Inc.: Company Overview
Table 209 Micron Technology, Inc.: Products/Solutions/Services Offered
Table 210 Micron Technology, Inc.: Product Launches
Table 211 Micron Technology, Inc.: Deals
Table 212 Intel Corporation: Company Overview
Table 213 Intel Corporation: Products/Solutions/Services Offered
Table 214 Intel Corporation: Product Launches
Table 215 Intel Corporation: Deals
Table 216 Intel Corporation: Other Developments
Table 217 Google: Company Overview
Table 218 Google: Products/Solutions/Services Offered
Table 219 Google: Product Launches
Table 220 Google: Deals
Table 221 Amazon Web Services, Inc.: Company Overview
Table 222 Amazon Web Services, Inc.: Products/Solutions/Services Offered
Table 223 Amazon Web Services, Inc.: Product Launches
Table 224 Amazon Web Services, Inc.: Deals
Table 225 Tesla: Company Overview
Table 226 Tesla: Products/Solutions/Services Offered
Table 227 Microsoft: Company Overview
Table 228 Microsoft: Products/Solutions/Services Offered
Table 229 Microsoft: Product Launches
Table 230 Microsoft: Deals
Table 231 Meta: Company Overview
Table 232 Meta: Products/Solutions/Services Offered
Table 233 Meta: Product Launches
Table 234 Meta: Deals
Table 235 Graphcore: Company Overview
Table 236 Graphcore: Products/Solutions/Services Offered
Table 237 Graphcore: Product Launches
Table 238 Graphcore: Deals
Table 239 Cerebras: Company Overview
Table 240 Cerebras: Products/Solutions/Services Offered
Table 241 Cerebras: Product Launches
Table 242 Cerebras: Deals

Figure 1 AI Infrastructure Market Segmentation and Regional Scope
Figure 2 AI Infrastructure Market: Research Design
Figure 3 AI Infrastructure Market: Research Flow
Figure 4 Market Size Estimation Methodology: Revenue Generated from Sales of AI Infrastructure Services, 2023
Figure 5 AI Infrastructure Market: Revenue Analysis of Nvidia Corporation
Figure 6 AI Infrastructure Market: Bottom-Up Approach
Figure 7 AI Infrastructure Market: Top-Down Approach
Figure 8 AI Infrastructure Market: Data Triangulation
Figure 9 Compute Segment to Dominate Market in 2030
Figure 10 Inference Segment to Grow at Higher CAGR During Forecast Period
Figure 11 Cloud Segment to Account for Largest Market Share in 2030
Figure 12 Machine Learning Segment to Claim Largest Market Share in 2024
Figure 13 Cloud Service Providers Segment to Secure Largest Market Share in 2030
Figure 14 North America Dominated Market in 2023
Figure 15 Expansion of Cloud Computing and Need for High-Performance Computing in Data Centers to Drive Market
Figure 16 Inference Segment to Hold Largest Market Share in 2024
Figure 17 Cloud Segment to Lead Market in 2024
Figure 18 Generative AI Segment to Register Highest CAGR During Forecast Period
Figure 19 Cloud Service Providers Segment to Lead Market in 2030
Figure 20 Asia-Pacific to Grow at Highest CAGR During Forecast Period
Figure 21 China to Exhibit Highest CAGR During Forecast Period
Figure 22 AI Infrastructure Market: Drivers, Restraints, Opportunities, and Challenges
Figure 23 Federal Budget for AI R&D in US for Fy 2021-2024 (USD Million)
Figure 24 AI Infrastructure Market: Impact Analysis of Drivers
Figure 25 GPU Power Consumption in Thermal Design Power by Nvidia Data Center
Figure 26 GPU Power Consumption in Tdp Thermal Design Power by Intel Data Center
Figure 27 AI Infrastructure Market: Impact Analysis of Restraints
Figure 28 Use Cases for AI Deployment by Companies
Figure 29 AI Infrastructure Market: Impact Analysis of Opportunities
Figure 30 AI Infrastructure Market: Impact Analysis of Challenges
Figure 31 Trends/Disruptions Impacting Customer Business
Figure 32 Indicative Pricing of Compute Offered by Key Players, 2023
Figure 33 Average Selling Price Trend of GPU, by Region, 2020-2023
Figure 34 Average Selling Price Trend of CPU, by Region, 2020-2023
Figure 35 Average Selling Price Trend of Fpga, by Region, 2020-2023
Figure 36 Value Chain Analysis
Figure 37 AI Infrastructure Ecosystem Analysis
Figure 38 Investment and Funding Scenario, 2023-2024 (USD Million)
Figure 39 Upcoming Deployment of Data Centers by Cloud Service Providers, by Region
Figure 40 Capex and IT Equipment Expenditure by Global Cloud Service Providers/Hyperscalers, 2020-2030 (USD Billion)
Figure 41 Capex of Global Top Cloud Service Providers/Hyperscalers, 2023
Figure 42 Global IT Equipment Expenditure by Cloud Service Providers/Hyperscalers, 2023
Figure 43 Patents Applied and Granted, 2013-2023
Figure 44 Import Data for HS Code 854231-Compliant Products, by Country, 2019-2023 (USD Million)
Figure 45 Export Data for HS Code 854231-Compliant Products, by Country, 2019-2023
Figure 46 AI Infrastructure Market: Porter's Five Forces Analysis
Figure 47 Influence of Stakeholders on Buying Process for Top Three End-users
Figure 48 Key Buying Criteria for Top Three End-users
Figure 49 Global Server and AI Server Shipment, 2020-2030 (Thousand Units)
Figure 50 AI Server Industry Share Analysis, 2023
Figure 51 Network Segment to Exhibit Highest CAGR During Forecast Period
Figure 52 Inference to Register Higher CAGR During Forecast Period
Figure 53 Hybrid Deployment to Record Highest CAGR During Forecast Period
Figure 54 Generative AI to Grow at Highest CAGR During Forecast Period
Figure 55 Enterprises to Exhibit Highest CAGR During Forecast Period
Figure 56 Asia-Pacific to Record Highest CAGR During Forecast Period
Figure 57 North America: AI Infrastructure Market Snapshot
Figure 58 US to Dominate Market in 2030
Figure 59 Europe: AI Infrastructure Market Snapshot
Figure 60 UK to Dominate Market in 2024
Figure 61 Asia-Pacific: AI Infrastructure Market Snapshot
Figure 62 China to Record Highest CAGR During Forecast Period
Figure 63 RoW: AI Infrastructure Market Snapshot
Figure 64 South America to Account for Largest Market Share in 2030
Figure 65 AI Infrastructure Market: Revenue Analysis of Top Three Players, 2021-2023
Figure 66 Compute Market Share, 2023
Figure 67 Memory (Hbm) Market Share, 2023
Figure 68 Company Valuation, 2023
Figure 69 Financial Metrics, 2023
Figure 70 AI Infrastructure Market: Brand/Product Comparison
Figure 71 AI Infrastructure Market: Company Evaluation Matrix (Key Players), 2023
Figure 72 AI Infrastructure Market: Company Footprint
Figure 73 AI Infrastructure Market: Company Evaluation Matrix (Startups/SMEs), 2023
Figure 74 Nvidia Corporation: Company Snapshot
Figure 75 Advanced Micro Devices, Inc.: Company Snapshot
Figure 76 Sk Hynix Inc.: Company Snapshot
Figure 77 Samsung: Company Snapshot
Figure 78 Micron Technology, Inc.: Company Snapshot
Figure 79 Intel Corporation: Company Snapshot
Figure 80 Google: Company Snapshot
Figure 81 Amazon Web Services, Inc.: Company Snapshot
Figure 82 Tesla: Company Snapshot
Figure 83 Microsoft: Company Snapshot
Figure 84 Meta: Company Snapshot