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市場調查報告書
商品編碼
1507842

人工智慧 (AI) 基礎設施的全球市場

Artificial Intelligence (AI) Infrastructure

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 774 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年,全球人工智慧 (AI) 基礎設施市場預計將達到 1,510 億美元

2023 年全球人工智慧 (AI) 基礎設施市場預計為 343 億美元,預計到 2030 年將達到 1510 億美元,2023-2030 年分析期間複合年成長率為 23.6%。人工智慧 (AI) 基礎設施硬體是本報告分析的細分市場之一,預計複合年成長率為 21.3%,到分析期結束時將達到 686 億美元。分析期間,人工智慧(AI)基礎設施軟體產業的複合年成長率預計為 24.4%。

美國市場預估成長115億美元,中國預期複合年成長率30.6%

預計到 2023 年,美國人工智慧 (AI) 基礎設施市場規模將達到 115 億美元。中國作為全球第二大經濟體,預計2030年市場規模將達342億美元,2023-2030年分析期間複合年成長率為30.6%。其他值得注意的區域市場包括日本和加拿大,在分析期間預計複合年成長率分別為 17.2% 和 18.9%。在歐洲,德國預計複合年成長率為 20.0%。

全球人工智慧 (AI) 基礎設施市場 - 主要趨勢和促進因素總結

人工智慧 (AI) 基礎設施包括開發、部署和維護 AI 應用所需的複雜且精密的系統。該基礎設施包括強大的硬體,例如圖形處理單元 (GPU)、張量處理單元 (TPU) 和專門的 AI 加速器,旨在處理 AI 工作負載的密集運算需求。這些硬體組件對於訓練大規模機器學習模型至關重要,從而能夠更快地處理和有效率地處理巨量資料。除了硬體之外,AI基礎設施還包括TensorFlow、PyTorch和Apache Spark等先進的軟體框架和工具,為開發和最佳化AI演算法提供所需的支援。 AWS、Google Cloud 和 Microsoft Azure 等雲端處理平台透過提供可根據 AI計劃的特定需求進行客製化的可擴展且靈活的資源而發揮著重要作用。

AI基礎架構架構旨在促進無縫整合、高效能和穩健性。關鍵組件包括可以管理大量結構化和非結構化資料的資料儲存系統、確保節點之間快速資料傳輸的高速網路以及處理資料預處理、標籤和資料管理框架的強大系統等。這些元素共同創造一個可以有效訓練、檢驗和部署人工智慧模型的環境。基礎設施還必須支援即時分析和決策,這對於金融、醫療保健和自動駕駛等行業的應用至關重要。分散式和邊緣運算的使用將進一步增強人工智慧基礎設施的能力,透過在更靠近資料來源的地方部署人工智慧模型,實現更快的處理速度和更低的延遲。

人工智慧基礎設施市場的成長受到多種因素的推動,反映出人工智慧技術在各個領域的日益採用和擴展。一個關鍵促進因素是對能夠處理人工智慧應用所需的龐大資料集集的高效能運算系統的需求不斷成長。來自物聯網設備、社群媒體和其他數位來源的資料激增,需要先進的基礎設施來有效管理和分析這些資訊。人工智慧模型的複雜性和複雜性不斷增加,需要更多的運算能力和先進的硬體,這也促進了市場的成長。此外,醫療保健、汽車、金融和零售等行業中人工智慧主導的應用程式的激增也推動了對強大且可擴展的人工智慧基礎設施的需求。隨著企業尋求靈活且具成本效益的解決方案來支援其人工智慧舉措,領先科技公司對雲端基礎的人工智慧服務的投資進一步推動了市場。此外,人工智慧硬體的不斷進步,包括下一代處理器和加速器的開發,正在實現更高效、更強大的人工智慧基礎設施,推動其採用和擴展。這些因素共同確保了人工智慧基礎設施市場的動態成長和發展。

調查企業舉例(總合152家)

  • Advanced Micro Devices, Inc.
  • Amazon Web Services Inc.
  • Arm Limited
  • Cisco Systems, Inc.
  • Dell Inc.
  • Google LLC
  • Hewlett Packard Enterprise Company
  • IBM Corporation
  • Intel Corporation
  • Micron Technology Inc.
  • Microsoft Corporation
  • NEC Laboratories Europe GmbH
  • NVIDIA Corporation
  • Oracle Corporation
  • Synopsys Inc.
  • Toshiba Corporation

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 西班牙
  • 俄羅斯
  • 其他歐洲國家
  • 亞太地區
  • 澳洲
  • 印度
  • 韓國
  • 其他亞太地區
  • 拉丁美洲
  • 世界其他地區

第4章 比賽

簡介目錄
Product Code: MCP21193

Global Artificial Intelligence (AI) Infrastructure Market to Reach US$151.0 Billion by 2030

The global market for Artificial Intelligence (AI) Infrastructure estimated at US$34.3 Billion in the year 2023, is expected to reach US$151.0 Billion by 2030, growing at a CAGR of 23.6% over the analysis period 2023-2030. Artificial Intelligence (AI) Infrastructure Hardware, one of the segments analyzed in the report, is expected to record a 21.3% CAGR and reach US$68.6 Billion by the end of the analysis period. Growth in the Artificial Intelligence (AI) Infrastructure Software segment is estimated at 24.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$11.5 Billion While China is Forecast to Grow at 30.6% CAGR

The Artificial Intelligence (AI) Infrastructure market in the U.S. is estimated at US$11.5 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$34.2 Billion by the year 2030 trailing a CAGR of 30.6% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 17.2% and 18.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 20.0% CAGR.

Global Artificial Intelligence (AI) Infrastructure Market - Key Trends & Drivers Summarized

Artificial Intelligence (AI) infrastructure encompasses the complex and sophisticated systems required to develop, deploy, and sustain AI applications. This infrastructure includes powerful hardware like Graphics Processing Units (GPUs), Tensor Processing Units (TPUs), and specialized AI accelerators, which are designed to handle the intense computational demands of AI workloads. These hardware components are essential for training large-scale machine learning models, enabling faster processing and efficient handling of big data. In addition to hardware, AI infrastructure also comprises advanced software frameworks and tools, such as TensorFlow, PyTorch, and Apache Spark, which provide the necessary support for developing and optimizing AI algorithms. Cloud computing platforms, like AWS, Google Cloud, and Microsoft Azure, play a crucial role by offering scalable and flexible resources that can be tailored to the specific needs of AI projects.

The architecture of AI infrastructure is designed to facilitate seamless integration, high performance, and robustness. Key components include data storage systems capable of managing vast amounts of structured and unstructured data, high-speed networking to ensure quick data transfer between nodes, and robust data management frameworks to handle data preprocessing, labeling, and transformation. These elements work in unison to create an environment where AI models can be trained, validated, and deployed efficiently. The infrastructure must also support real-time analytics and decision-making, which is critical for applications in industries such as finance, healthcare, and autonomous driving. The use of distributed computing and edge computing further enhances the capabilities of AI infrastructure, enabling the deployment of AI models closer to data sources for faster processing and reduced latency.

The growth in the AI infrastructure market is driven by several factors, reflecting the increasing adoption and expansion of AI technologies across various sectors. One significant driver is the rising demand for high-performance computing systems capable of processing the massive datasets required for AI applications. The proliferation of data from IoT devices, social media, and other digital sources necessitates advanced infrastructure to manage and analyze this information effectively. The increasing complexity and sophistication of AI models, which require more computational power and advanced hardware, also contribute to market growth. Additionally, the surge in AI-driven applications across industries such as healthcare, automotive, finance, and retail drives the need for robust and scalable AI infrastructure. Investments in cloud-based AI services by major tech companies are further propelling the market, as businesses seek flexible and cost-effective solutions to support their AI initiatives. Moreover, the continuous advancements in AI hardware, including the development of next-generation processors and accelerators, are enabling more efficient and powerful AI infrastructure, driving its adoption and expansion. These factors collectively ensure the dynamic growth and evolution of the AI infrastructure market.

Select Competitors (Total 152 Featured) -

  • Advanced Micro Devices, Inc.
  • Amazon Web Services Inc.
  • Arm Limited
  • Cisco Systems, Inc.
  • Dell Inc.
  • Google LLC
  • Hewlett Packard Enterprise Company
  • IBM Corporation
  • Intel Corporation
  • Micron Technology Inc.
  • Microsoft Corporation
  • NEC Laboratories Europe GmbH
  • NVIDIA Corporation
  • Oracle Corporation
  • Synopsys Inc.
  • Toshiba Corporation

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Global Economic Update
    • Here's How Inflationary Pressures Affect the Economy
    • Here's What's Causing Inflationary Pressures in the Global Market
    • Global Average Annual Brent Crude Oil Price (In US$ Per Barrel) for Years 2017 through 2024
    • Global Inflation Rates (In %) for the Years 2019 Through 2024
    • Global Economy Faces a Tough Climb Towards Recovery Made Rockier by the War, Anti-Inflation Fiscal Policies & Slower Than Desirable Easing of Inflationary Pressures: World Economic Growth Projections (Real GDP, Annual % Change) for the Years 2020 Through 2024
    • Recession Triggered by Uncontrolled Inflation or Unemployment, Which is the Greater Evil? Inflation Battling Policy Measures to Slowdown Post Pandemic Recovery in Unemployment Rates: Global Number of Unemployed People (In Million) for Years 2019 Through 2024
    • COVID-19 Pandemic Tips the Scale in Favor of AI Infrastructure Market
    • Competitive Scenario
    • Select Innovations and Advancements
    • Artificial Intelligence (AI) Infrastructure - Global Key Competitors Percentage Market Share in 2024 (E)
    • Artificial Intelligence (AI) Infrastructure Competitor Market Share Scenario Worldwide (in %): 2018E
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
    • Artificial Intelligence (AI): An Introduction
    • Technologies Enabling AI
    • Interconnection is Crucial to Develop AI Successfully
    • Artificial Intelligence Continues to be on an Upward Trend
    • Global Market for Artificial Intelligence (AI) (In US$ Billion) for Years 2023, 2025 & 2027
    • Enormous Challenges for Artificial Intelligence
    • Major Challenges in AI Deployment
    • A Prelude to Artificial Intelligence (AI) Infrastructure
    • Considerations and Steps Involved in Building and Designing AI Stack
    • Challenges and the Future
    • Artificial Intelligence (AI) Infrastructure of the Future Trending Towards Becoming More Modular
    • Steep Rise of AI Carves Pathway to Grand Success for Global AI Infrastructure Market: Prospects & Outlook
    • Dynamic Factors Bringing Excitement for Global AI Infrastructure Market: Drivers, Restraints, Opportunities, and Challenges
    • Parallel Computing in AI Datacenters
    • Rising Uptake of AI Systems, Hardware & Software
    • Better Access to Cloud Applications
    • Focus on Customer Satisfaction & Cloud Applications
    • Rising Popularity of FPGAs
    • Shortage of Skilled Professionals & AI Hardware Experts
    • Increasing Requirement of Co-Processors
    • Industry-AL/ML Provider Partnerships
    • Data Privacy Issues & Lack of Quality Data
    • Analysis by Component
    • World Intelligence (AI) Infrastructure Market by Component (2023 & 2030): Percentage Breakdown of Revenues for Hardware, Software, and Services
    • Analysis by Technology
    • World Intelligence (AI) Infrastructure Market by Technology (2023 & 2030): Percentage Breakdown of Revenues for Machine Learning, and Deep Learning
    • Analysis by Deployment
    • World Intelligence (AI) Infrastructure Market by Deployment (2023 & 2030): Percentage Breakdown of Revenues for Cloud, Hybrid and On-Premise
    • Cloud Unleashing Advanced Machine Learning Capabilities
    • Regional Analysis
    • World Intelligence (AI) Infrastructure Market by Region (2023 & 2030): Percentage Breakdown of Revenues for Developed and Developing Regions
    • World Artificial Intelligence (AI) Infrastructure Market - Geographic Regions Ranked by CAGR (Revenues) for 2022-2030: China, Asia-Pacific, Latin America, Rest of World, USA, Europe, Canada, and Japan
    • Recent Market Activity
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Accelerating Pace of Digital Transformation to Benefit Demand for AI
    • Digital Transformation by Industry: 2024E
    • Industry Adoption of Artificial Intelligence (AI) by Function: 2024E
    • Accelerating AI Growth Backed by Future Secure Digital Infrastructure
    • Industrial IoT, Robotics and Big Data to Stimulate AI Implementations
    • Global Investments on Industry 4.0 Technologies (in US$ Billion) for the Years 2017, 2020, & 2023
    • Demand for Artificial Intelligence, Machine Learning, and Deep Learning Gains Momentum
    • AI Infrastructure: Steering the Next Wave of Growth
    • Purpose-Built AI Infrastructure Gaining Importance in Modern Enterprises
    • AI / ML Offers Significant ROI Possibilities for Enterprises
    • AI-ready Infrastructure Utilization Help Accelerating the Journey
    • Can AI Be Trusted for Implementation in Critical Infrastructures?
    • How AI is Shaping Blueprint of Future for Infrastructure Planning?
    • IT Infrastructure Management Realm Emerges as Next Destination for AI Technologies
    • Impact of AI on IT Infrastructure
    • AI's Power & Cooling Needs: A Double Pinch for Existing Infrastructure, Leading to Rise of AI-as-a-Service
    • Game-Changing AI Innovations Shifting Boundaries of IT Infrastructure Management
    • AI Infrastructure Set to Leap Forward with Captivating Innovations
    • Increasing Adoption of AI Technology to Boost AI Chipsets Market
    • Use of Graphic Processing Units (GPUs) Witnesses a Robust Increase
    • AI as a Service Market: Obviating the Need to Make Huge Initial Investments
    • Growing Adoption of AI Due to Pandemic to Drive Long Term Growth
    • Barriers Restraining AI Adoption in Healthcare Sector
    • Increasing investments and R&D in AI Start-Ups to Jack up Market Demand
    • Number of AI Startups with $1 Billion Valuations for the Years 2014-2020
    • AI Cumulative Funding (in US$ Billion) by Category (As of 2023)
    • AI Applications and Major Startups
    • Industry Collaboration with AI & ML Solutions to Optimize Digital Transformation Strategies
    • Growth Linked to Growing Focus on Parallel Computing in AI Data Centers
    • Global Market for Modular Data Centers (In US$ Million) for Years 2023, 2025 and 2027
    • Machine Learning and AI-Assisted Platforms Personalize Customer Experiences in Marketing Applications
    • Ranking of Business Outcomes Realized through AI Application in Marketing
    • New and Improved Concepts in ML and AI take Stage
    • Low-Cost, High-Performance Machine Learning Infrastructure Continues Speeding Up Innovations in the Cloud
    • Rapid Shifting to Cloud-based Infrastructure is Vital to Leverage Full Potential of Machine Learning
    • The Ways by Which AWS Assists Its Customers in Their Rapid AI/ML Transformation
    • Deep Learning and Digital Assistant Technologies Present Significant Growth Potential
    • Deep Learning & ML-Based Tools Fuel Self-Service Automation
    • Major Challenges Confronting Artificial Intelligence
    • Key Challenges Associated With AI Implementation
    • AI Infrastructure: Challenges and Opportunities
    • Increasing Use of Artificial Intelligence Leads to Regulation Concern in Enterprises
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence (AI) Infrastructure Market Analysis of Annual Sales in US$ Million for Years 2018 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Artificial Intelligence (AI) Infrastructure by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 4: World 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets for Years 2018, 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 7: World 12-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 10: World 12-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 13: World 12-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 15: World Historic Review for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 16: World 12-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 19: World 12-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Hybrid by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Hybrid by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 22: World 12-Year Perspective for Hybrid by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 25: World 12-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Deep Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Deep Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 28: World 12-Year Perspective for Deep Learning by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Inference by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Inference by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 31: World 12-Year Perspective for Inference by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Training by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Training by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 34: World 12-Year Perspective for Training by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America and Rest of World for Years 2018, 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence (AI) Infrastructure Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 35: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 36: USA Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 37: USA 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: USA Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 40: USA 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 41: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 42: USA Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 43: USA 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: USA Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 46: USA 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • CANADA
    • Artificial Intelligence (AI) Infrastructure Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Canada for 2023 (E)
    • TABLE 47: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 48: Canada Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 49: Canada 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Canada Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 52: Canada 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 53: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 54: Canada Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 55: Canada 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 56: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Canada Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 58: Canada 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • JAPAN
    • TABLE 59: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 60: Japan Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 61: Japan 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 62: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Japan Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 64: Japan 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 65: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 66: Japan Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 67: Japan 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 68: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Japan Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 70: Japan 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • CHINA
    • Artificial Intelligence (AI) Infrastructure Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 71: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 72: China Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 73: China 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 74: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: China Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 76: China 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 77: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 78: China Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 79: China 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 80: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: China Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 82: China 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • EUROPE
    • Artificial Intelligence (AI) Infrastructure Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 83: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 84: Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 85: Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2018, 2024 & 2030
    • TABLE 86: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 88: Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 89: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 90: Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 91: Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 92: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 94: Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 95: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 96: Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 97: Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • FRANCE
    • TABLE 98: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 99: France Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 100: France 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 101: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 102: France Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 103: France 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 104: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 105: France Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 106: France 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 107: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 108: France Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 109: France 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • GERMANY
    • TABLE 110: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Germany Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 112: Germany 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 113: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 114: Germany Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 115: Germany 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 116: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 117: Germany Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 118: Germany 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 119: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 120: Germany Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 121: Germany 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • ITALY
    • TABLE 122: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Italy Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 124: Italy 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 125: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 126: Italy Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 127: Italy 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 128: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Italy Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 130: Italy 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 131: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 132: Italy Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 133: Italy 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • UNITED KINGDOM
    • TABLE 134: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 135: UK Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 136: UK 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 137: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 138: UK Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 139: UK 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 140: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 141: UK Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 142: UK 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 143: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 144: UK Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 145: UK 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • SPAIN
    • TABLE 146: Spain Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 147: Spain Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 148: Spain 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 149: Spain Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 150: Spain Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 151: Spain 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 152: Spain Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 153: Spain Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 154: Spain 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 155: Spain Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 156: Spain Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 157: Spain 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • RUSSIA
    • TABLE 158: Russia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 159: Russia Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 160: Russia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 161: Russia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 162: Russia Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 163: Russia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 164: Russia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 165: Russia Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 166: Russia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 167: Russia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 168: Russia Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 169: Russia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • REST OF EUROPE
    • TABLE 170: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 171: Rest of Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 172: Rest of Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 173: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 174: Rest of Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 175: Rest of Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 176: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 177: Rest of Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 178: Rest of Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 179: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 180: Rest of Europe Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 181: Rest of Europe 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence (AI) Infrastructure Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 182: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 183: Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 184: Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Geographic Region - Percentage Breakdown of Value Revenues for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2018, 2024 & 2030
    • TABLE 185: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 186: Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 187: Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 188: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 189: Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 190: Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 191: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 192: Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 193: Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 194: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 195: Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 196: Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • AUSTRALIA
    • TABLE 197: Australia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 198: Australia Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 199: Australia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 200: Australia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 201: Australia Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 202: Australia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 203: Australia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 204: Australia Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 205: Australia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 206: Australia Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 207: Australia Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 208: Australia 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • INDIA
    • TABLE 209: India Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 210: India Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 211: India 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 212: India Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 213: India Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 214: India 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 215: India Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 216: India Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 217: India 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 218: India Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 219: India Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 220: India 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • SOUTH KOREA
    • TABLE 221: South Korea Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 222: South Korea Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 223: South Korea 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 224: South Korea Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 225: South Korea Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 226: South Korea 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 227: South Korea Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 228: South Korea Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 229: South Korea 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 230: South Korea Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 231: South Korea Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 232: South Korea 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 233: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 234: Rest of Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 235: Rest of Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 236: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 237: Rest of Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 238: Rest of Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 239: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 240: Rest of Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 241: Rest of Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 242: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 243: Rest of Asia-Pacific Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 244: Rest of Asia-Pacific 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • LATIN AMERICA
    • TABLE 245: Latin America Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 246: Latin America Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 247: Latin America 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 248: Latin America Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 249: Latin America Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 250: Latin America 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 251: Latin America Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 252: Latin America Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 253: Latin America 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 254: Latin America Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 255: Latin America Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 256: Latin America 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030
  • REST OF WORLD
    • Artificial Intelligence (AI) Infrastructure Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Rest of World for 2023 (E)
    • TABLE 257: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 258: Rest of World Historic Review for Artificial Intelligence (AI) Infrastructure by Component - Hardware, Software and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 259: Rest of World 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Component - Percentage Breakdown of Value Revenues for Hardware, Software and Services for the Years 2018, 2024 & 2030
    • TABLE 260: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 261: Rest of World Historic Review for Artificial Intelligence (AI) Infrastructure by Deployment - On-Premise, Cloud and Hybrid Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 262: Rest of World 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Deployment - Percentage Breakdown of Value Revenues for On-Premise, Cloud and Hybrid for the Years 2018, 2024 & 2030
    • TABLE 263: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 264: Rest of World Historic Review for Artificial Intelligence (AI) Infrastructure by Technology - Machine Learning and Deep Learning Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 265: Rest of World 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Technology - Percentage Breakdown of Value Revenues for Machine Learning and Deep Learning for the Years 2018, 2024 & 2030
    • TABLE 266: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 267: Rest of World Historic Review for Artificial Intelligence (AI) Infrastructure by Function - Inference and Training Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
    • TABLE 268: Rest of World 12-Year Perspective for Artificial Intelligence (AI) Infrastructure by Function - Percentage Breakdown of Value Revenues for Inference and Training for the Years 2018, 2024 & 2030

IV. COMPETITION