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市場調查報告書
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1526343

全球資料中心加速器市場

Data Center Accelerators
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 303 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，全球資料中心加速器市場預計將達到 3,951 億美元

全球資料中心加速器市場預計到 2023 年將達到 504 億美元，預計到 2030 年將達到 3,951 億美元，2023-2030 年分析期間複合年成長率為 34.2%。深度學習培訓應用是本報告分析的細分市場之一，預計複合年成長率為 34.0%，到分析期結束時將達到 2,386 億美元。分析期間，公共雲端應用程式細分市場的複合年成長率預計為 31.7%。

美國市場預計將成長147億美元，中國複合年成長率為32.9%

預計 2023 年美國資料中心加速器市場規模將達 147 億美元。中國作為世界第二大經濟體，預計2030年市場規模將達580億美元，2023-2030年分析期間複合年成長率為32.9%。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 30.3% 和 29.1%。在歐洲，德國的複合年成長率預計約為 23.8%。

全球資料中心加速器市場 - 主要趨勢與促進因素總結

資料中心加速器是專門的硬體元件，旨在透過卸載和加速某些運算任務來提高資料中心的效能和效率。這些加速器包括圖形處理單元 (GPU)、現場可程式閘陣列 (FPGA) 和專用積體電路 (ASIC)。不同類型的加速器擅長不同的應用：GPU 廣泛用於平行處理任務，例如機器學習和人工智慧 (AI) 工作負載，而 FPGA 為自訂處理任務提供靈活性和可重配置性，ASIC 為特定應用提供高度最佳化的效能。透過整合這些加速器，資料中心可以實現更高的吞吐量、更低的延遲和更高的能源效率，以滿足現代應用中對處理能力日益成長的需求。

數據產生的資料級成長和計算任務複雜性的增加推動了資料中心加速器的採用。傳統的中央處理器 (CPU) 不足以處理巨量資料分析、深度學習和高效能運算 (HPC) 等應用所需的大量資料集和密集運算。加速器透過提供可顯著提高效能的專用處理功能來應對這些挑戰。例如，GPU 已成為人工智慧中訓練複雜神經網路的關鍵，可以提供更快、更準確的結果。同樣，FPGA 用於網路和儲存應用，以加快資料處理任務並提高吞吐量。將這些加速器整合到資料中心不僅可以提高運算效率，還可以最佳化資料中心營運的整體效能和可擴展性。

資料中心加速器市場的成長受到多種因素的推動，包括人工智慧和機器學習的進步、雲端服務需求的增加以及邊緣運算的興起。人工智慧和機器學習的技術進步正在突破運算要求的界限，需要使用專用加速器來滿足效能需求。雲端服務的快速擴張導致了資料中心部署的爆炸性成長，供應商希望透過加速器提高效能和效率來實現其服務的差異化。此外，邊緣運算的激增需要即時處理接近來源的資料，這正在推動採用加速器來處理局部資料處理任務。此外，技術供應商和資料中心營運商之間的策略合作夥伴關係正在促進先進加速器解決方案的開發和部署。隨著這些因素的融合，由於運算能力的增強、人工智慧和雲端技術的進步以及邊緣運算基礎設施的擴展，資料中心加速器市場將出現顯著成長。

受訪企業範例（49家知名企業）

  • IBM Corporation
  • Microsoft Corporation
  • Intel Corporation
  • Microchip Technology, Inc.
  • NVIDIA Corporation
  • Microsemi Corporation
  • Aldec, Inc.
  • CyrusOne LLC
  • Netronome
  • Achronix Semiconductor Corporation
  • CoreSite Realty Corporation
  • Dell Technologies, Inc.
  • One Stop Systems, Inc.
  • algolux
  • AT TOKYO 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
  • 其他歐洲國家
  • 亞太地區
  • 世界其他地區

第4章 比賽

簡介目錄
Product Code: MCP11423

Global Data Center Accelerators Market to Reach US$395.1 Billion by 2030

The global market for Data Center Accelerators estimated at US$50.4 Billion in the year 2023, is expected to reach US$395.1 Billion by 2030, growing at a CAGR of 34.2% over the analysis period 2023-2030. Deep Learning Training Application, one of the segments analyzed in the report, is expected to record a 34.0% CAGR and reach US$238.6 Billion by the end of the analysis period. Growth in the Public Cloud Interface Application segment is estimated at 31.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$14.7 Billion While China is Forecast to Grow at 32.9% CAGR

The Data Center Accelerators market in the U.S. is estimated at US$14.7 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$58.0 Billion by the year 2030 trailing a CAGR of 32.9% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 30.3% and 29.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 23.8% CAGR.

Global Data Center Accelerators Market - Key Trends & Drivers Summarized

Data center accelerators are specialized hardware components designed to enhance the performance and efficiency of data centers by offloading and accelerating specific computational tasks. These accelerators include Graphics Processing Units (GPUs), Field Programmable Gate Arrays (FPGAs), and Application-Specific Integrated Circuits (ASICs). Each type of accelerator excels in different applications: GPUs are widely used for parallel processing tasks such as machine learning and artificial intelligence (AI) workloads; FPGAs offer flexibility and reconfigurability for custom processing tasks; and ASICs provide highly optimized performance for specific applications, such as cryptocurrency mining or specific AI inference tasks. By integrating these accelerators, data centers can achieve higher throughput, lower latency, and improved energy efficiency, thereby supporting the growing demand for processing power in modern applications.

The adoption of data center accelerators has been driven by the exponential growth in data generation and the increasing complexity of computational tasks. Traditional Central Processing Units (CPUs) are often insufficient for handling the massive data sets and intensive computations required by applications such as big data analytics, deep learning, and high-performance computing (HPC). Accelerators address these challenges by providing specialized processing capabilities that significantly boost performance. For example, GPUs have become essential in training complex neural networks for AI, enabling faster and more accurate results. Similarly, FPGAs are used in networking and storage applications to accelerate data processing tasks and improve throughput. The integration of these accelerators into data centers not only enhances computational efficiency but also optimizes the overall performance and scalability of data center operations.

The growth in the data center accelerators market is driven by several factors, including advancements in AI and machine learning, the increasing demand for cloud services, and the rise of edge computing. Technological advancements in AI and machine learning are pushing the boundaries of computational requirements, necessitating the use of specialized accelerators to meet performance demands. The rapid expansion of cloud services has led to a surge in data center deployments, with providers seeking to differentiate their offerings through enhanced performance and efficiency enabled by accelerators. Additionally, the proliferation of edge computing, which requires real-time processing of data close to the source, is driving the adoption of accelerators to handle localized data processing tasks. Moreover, strategic collaborations between technology providers and data center operators are fostering the development and deployment of advanced accelerator solutions. As these factors converge, the data center accelerators market is poised for significant growth, driven by the need for enhanced computational capabilities, the evolution of AI and cloud technologies, and the expansion of edge computing infrastructure.

Select Competitors (Total 49 Featured) -

  • IBM Corporation
  • Microsoft Corporation
  • Intel Corporation
  • Microchip Technology, Inc.
  • NVIDIA Corporation
  • Microsemi Corporation
  • Aldec, Inc.
  • CyrusOne LLC
  • Netronome
  • Achronix Semiconductor Corporation
  • CoreSite Realty Corporation
  • Dell Technologies, Inc.
  • One Stop Systems, Inc.
  • algolux
  • AT TOKYO Corporation

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Data Center Business Boom Due to Shift towards Digital Infrastructure
    • Data Centers Are the Starting Point for Successful Digital Transformation
    • Companies to Witness Higher Velocity of Change in Digital Transformation: Global Digital Transformation Growth (In %) for 2019, 2021 and 2023
    • Demand for Data Centers Surge as Remote Working Becomes the New Normal
    • Cloud Data Centers Allow Dynamic Scaling to Accommodate Increase in Remote Working
    • Data Centers: Information Powerhouses for Modern Day Organizations
    • An Introduction to Data Center Accelerators
    • Global Market Prospects & Outlook
    • GPU Leads Data Center Accelerators Market, FPGA Segment to Witness High Growth
    • Enterprise Inference: The Fastest Growing Application
    • Developed Regions Lead Global Data Accelerators Market
    • Competition
    • Vendor Activity Revs Up FPGA Space for Datacenter Accelerator Design
    • Intel Bets Heavily on FPGAs
    • NVIDIA to Retain Commanding Position
    • Market Players Intensify Acquisition Efforts to Boost AI Portfolio
    • Recent Market Activity
    • Data Center Accelerators - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Increased Investments in Data Center Infrastructure Worldwide Create Fertile Environment for Data Center Accelerators Market
    • Explosive Growth of IP Traffic Data Center
    • Growing Internet Footprint, the Starting Point for all IP Data Creation: Global Number of Internet Users (In Billion) for Years 2018, 2020, 2022 and 2024
    • Global Mobile Connection Speeds (In Mbps) for Years 2018, 2020, 2022 & 2024
    • Surging Demand for Cloud-based Services Drives Growth in Data Centers, Driving Growth in Accelerators Market
    • More than 90% of Data Center Traffic Will be from Cloud Based Data Centers: Global Data Center IP Traffic Breakdown (in %) by Cloud and Traditional Data Centers for the Years 2017, 2019 and 2023
    • Key Benefits Driving Adoption of Cloud Services of Large, Medium and Small Businesses
    • Global Public Cloud Services Market (In US$ Billion) for 2019, 2020 and 2023
    • Big Data Exerts Tremendous Pressure on Data Centers
    • Emergence of Hyperscale Data Centers in Response to the Big Data Challenge to Present Broad-based Opportunities for the Market
    • Number of Hyperscale Data Centers Worldwide (in Units) for the Period 2015-2023
    • Rising Demand for AI-Based Services and Growing Use of AI in HPC Data Centers Fuels Market
    • Accelerators for AI-Based Data Centers
    • Market to Benefit from Increased Emphasis on Parallel Computing in AI Data Centers
    • AI-Powered Accelerators Mark Promising Upheaval with Energy-Efficient Datacenters
    • AI Accelerators Promote Energy Efficiency in Data Centers
    • Specialized Processors Critical for Efficient ML Workloads
    • FPGA-based Accelerators Present Tremendous Potential for the Market
    • With Slowing Down of Moore's Law, The Rising Need for Coprocessors to Boost Market
    • Deep Learning Training Emerges as a Key Application of Data Center Accelerators
    • With 5G Network Transition Poised to Increase Workload of Data Centers, Need for Additional Processing Power to Boost Market
    • With the Promise to Transform the Mobility Experience, 5G is the Road to the Future of Mobile Computing: 5G's Contribution to Global GDP (In US$ Trillion) for Years 2020, 2025 & 2030
    • Expanding IoT Ecosystem Makes it Imperative for Data Centers to be IoT Ready, Driving Focus onto Accelerators
    • Global IoT Device Connections ( in Billion) for the Years 2019, 2021, 2023 and 2025
    • Rise of Non-GPU Options in Edge Inference Space
    • Accelerators Set to Heat Up Liquid Cooling Arena for Enterprise Datacenters
    • Role of Accelerators in Green Data Centers
    • Innovations in Data Center Accelerators Boost Market Prospects
    • Challenges Confronting Data Center Accelerators Market
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for GPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for GPU by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for CPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for CPU by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for FPGA by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for FPGA by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for ASIC by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for ASIC by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Deep Learning Training by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Deep Learning Training by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Public Cloud Interface by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Public Cloud Interface by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Enterprise Interface by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Enterprise Interface by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 15: World Data Center Accelerators Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Data Center Accelerators by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 17: World 7-Year Perspective for Data Center Accelerators by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 18: USA Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 19: USA 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 20: USA Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 21: USA 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • CANADA
    • TABLE 22: Canada Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 23: Canada 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: Canada 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • JAPAN
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 26: Japan Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: Japan 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 28: Japan Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Japan 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • CHINA
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 30: China Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: China 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 32: China Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: China 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • EUROPE
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 34: Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Europe 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 36: Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Europe 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 39: Europe 7-Year Perspective for Data Center Accelerators by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
  • FRANCE
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 40: France Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: France 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 42: France Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: France 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • GERMANY
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 44: Germany Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Germany 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 46: Germany Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: Germany 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • ITALY
    • TABLE 48: Italy Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: Italy 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 50: Italy Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Italy 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • UNITED KINGDOM
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 52: UK Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 53: UK 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 54: UK Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: UK 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 56: Rest of Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Rest of Europe 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 58: Rest of Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Rest of Europe 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 60: Asia-Pacific Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Asia-Pacific 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 62: Asia-Pacific Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Asia-Pacific 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 64: Rest of World Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Rest of World 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030
    • TABLE 66: Rest of World Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Rest of World 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

IV. COMPETITION