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市場調查報告書
商品編碼
1503316

到 2030 年資料中心加速器市場預測：按類型、處理器類型、應用程式、最終用戶和地區進行的全球分析

Data Center Accelerator Market Forecasts to 2030 - Global Analysis By Type, Processor Type, Application, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據Stratistics MRC統計，2024年全球資料中心加速器市場規模為319.8億美元，預計2030年將達到1,091.2億美元，複合年成長率為22.7%。

資料中心加速器是專門的硬體元件，可以加速和卸載特定的運算任務，以提高資料中心的效能和效率。這些加速器（包括 GPU、FPGA 和 ASIC）旨在承受巨量資料分析、人工智慧 (AI)、機器學習和高效能運算 (HPC) 等現代應用的苛刻工作負載。此外，資料中心加速器可以透過卸載傳統 CPU 的繁重處理任務來顯著提高吞吐量並減少延遲。

國際數據公司 (IDC) 表示，隨著各行業擴大採用人工智慧和機器學習技術，全球資料中心加速器市場預計將在未來幾年大幅成長。

對機器學習和人工智慧的需求不斷成長

自然語言處理、影像和語音辨識、自動駕駛汽車以及其他人工智慧和機器學習應用正在快速成長，需要大量的平行處理能力。資料中心加速器，特別是用於處理大型資料集和複雜演算法的 GPU 和專用人工智慧晶片，可以實現更快的學習時間和更有效的推理操作。此外，醫療保健、金融、汽車和零售領域的公司正在推動這項需求，以改善決策、客戶體驗和業務效率。

複雜的維護和整合

整合資料中心加速器在技術上很困難，並且需要專業知識。確保與目前硬體、軟體和網路架構的兼容性造成了這種複雜性。此外，維護和管理使用傳統 CPU 和專用加速器的異質運算環境需要先進的知識和資源。如果組織必須花錢聘請和培訓專家，那麼採用可能會受到阻礙，從而進一步增加營運成本。

硬體技術的進步

加速器硬體的不斷進步帶來了許多機會，包括開發更強大、更有效率的 GPU、FPGA 和客製化 ASIC。由於效能、能源效率的提高和針對特定應用的最佳化，這些發展使加速器對各種使用案例更具吸引力。此外，神經形態運算和量子運算等新技術與傳統加速器相結合，有可能為資料中心提供處理更複雜和運算密集任務的新方法。

科技的快速變化

資料中心加速器技術的快速進步帶來了顯著的風險。為了保持領先地位，公司必須繼續投資研發，這可能需要大量資源。隨著更新、更複雜的解決方案的出現，目前的技術也可能很快就會過時。此外，這種快速變化可能會導致高昂的成本，因為公司必須定期升級其基礎設施以跟上技術進步。

COVID-19 的影響：

COVID-19 的疫情對資料中心加速器市場產生了重大影響，推動了各行業對數位轉型、遠距工作選項和雲端服務的需求。隨著企業和消費者越來越依賴數位平台，並且資料生成和處理需求激增，資料中心加速器已被採用來提高效能和效率。但疫情導致了生產延誤、零件短缺和供應鏈中斷，給製造商帶來了壓力，並減緩了新加速器技術的採用。

高效能運算加速器領域預計將在預測期內成為最大的領域

在資料中心加速器市場中，高效能運算（HPC）加速器細分市場佔據最大的市場佔有率。大規模資料分析、複雜運算和模擬等重型任務所需的運算能力主要由高效能運算加速器提供，這些任務對於科學研究、金融、工程和國防等領域至關重要。此外，對高級建模、人工智慧和機器學習應用程式的需求正在增加這些領域對運算能力的需求，這就是 HPC 加速器主導市場的原因。

GPU（圖形處理單元）領域預計在預測期內呈現最高的複合年成長率

在資料中心加速器市場中，圖形處理單元（GPU）領域的複合年成長率最高。 GPU 之所以受歡迎，是因為其卓越的平行處理能力使其成為管理機器學習、人工智慧 (AI) 和高效能運算 (HPC) 等現代應用所需的複雜運算的理想選擇。此外，由於其架構比傳統 CPU 提供了顯著的速度和效能改進，因此它可以快速且有效率地處理大型資料集和複雜演算法。

佔比最大的地區：

由於大型科技公司的存在、強大的基礎設施以及 IT、醫療保健、金融和電子商務等行業對資料處理能力的高需求，北美繼續佔據全球資料中心加速器市場的最大佔有率。此外，該地區還受益於巨量資料分析、機器學習和人工智慧 (AI) 等最尖端科技的早期採用。這些技術需要強大的加速器來提高運算效率。

複合年成長率最高的地區：

亞太地區資料中心加速器市場的複合年成長率最高。快速都市化、許多行業數位化的提高以及中國、印度、日本和韓國等國家技術中心的建立是這一成長的關鍵驅動力。該地區人口的成長以及智慧型手機、物聯網 (IoT) 設備和雲端處理服務的激增正在快速產生資料。此外，隨著亞太地區的企業越來越依賴資料主導的洞察力來獲得競爭優勢並有效管理大量工作負載，對高效能資料中心加速器的需求也在不斷成長。

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目錄

第1章執行概述

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 介紹
  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章全球資料中心加速器市場：按類型

  • 介紹
  • 雲加速器
  • 高效能運算加速器
  • 其他

第6章全球資料中心加速器市場：按處理器類型

  • 介紹
  • 中央處理器（CPU）
  • 圖形處理單元（GPU）
  • 現場可程式閘陣列(FPGA)
  • 專用積體電路 (ASIC)
  • 其他

第7章全球資料中心加速器市場：依應用分類

  • 介紹
  • 深度學習培訓
  • 公共雲端推理
  • 企業推理
  • 其他

第8章全球資料中心加速器市場：依最終用戶分類

  • 介紹
  • 資訊科技和通訊
  • 醫療保健
  • BFSI
  • 政府
  • 能源
  • 製造業
  • 其他

第9章全球資料中心加速器市場：按地區

  • 介紹
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東/非洲

第10章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第11章 公司概況

  • NVIDIA Corporation
  • Google Inc.
  • Cisco Systems, Inc.
  • Qualcomm Technologies, Inc.
  • Fujitsu
  • NEC Corporation
  • Intel Corporation
  • Advanced Micro Devices, Inc
  • Wave Computing
  • Meta Inc.
  • SambaNova Systems, Inc.
  • Leapmind Inc.
  • Dell Inc.
  • Micron Technology, Inc.
  • Huawei Technologies
Product Code: SMRC26482

According to Stratistics MRC, the Global Data Center Accelerator Market is accounted for $31.98 billion in 2024 and is expected to reach $109.12 billion by 2030 growing at a CAGR of 22.7% during the forecast period. Data center accelerators are specialized hardware elements that accelerate and offload particular computational tasks to improve the performance and efficiency of data centers. These accelerators-which include GPUs, FPGAs, and ASICs-are designed to withstand the rigorous workloads of contemporary applications, which include big data analytics, artificial intelligence (AI), machine learning, and high-performance computing (HPC). Moreover, data center accelerators can greatly increase throughput and decrease latency by taking on demanding processing tasks from conventional CPUs.

According to the International Data Corporation (IDC), the global market for data center accelerators is projected to grow significantly over the next few years, driven by the increasing adoption of AI and machine learning technologies in various industries.

Market Dynamics:

Driver:

Growing needs for machine learning and AI

Natural language processing, image and speech recognition, autonomous cars, and other AI and machine learning applications are growing at a very fast pace, which makes them demand a lot of processing power in parallel. Rapid training times and more effective inference operations are made possible by data center accelerators, especially GPUs and specialized AI chips, which are built to handle the large datasets and intricate algorithms involved. Additionally, in order to improve decision-making, customer experience, and operational efficiency, businesses in the healthcare, finance, automotive, and retail sectors are driving this demand.

Restraint:

Complex maintenance and integration

Data center accelerator integration can be technically challenging and necessitate specialized knowledge. The requirement to guarantee compatibility with current hardware, software, and network architectures gives rise to this complexity. Furthermore, it takes advanced knowledge and resources to maintain and manage a heterogeneous computing environment with both conventional CPUs and specialized accelerators. Adoption may be hampered if organizations must spend money on expert hiring or training, which would raise operating expenses even more.

Opportunity:

Technological progress in hardware

There are a lot of opportunities due to ongoing advancements in accelerator hardware, such as the creation of GPUs, FPGAs, and customized ASICs that are more powerful and efficient. Accelerators are now more appealing for a variety of use cases due to their increased performance, energy efficiency, and application-specific optimization as a result of these developments. Moreover, newer technologies like neuromorphic computing and quantum computing may be able to work with conventional accelerators to give data centers new ways to handle tasks that are even more intricate and computationally demanding.

Threat:

Quick changes in technology

The rapid pace of technological progress in data center accelerators presents a noteworthy risk. To stay ahead of the curve, businesses must continually invest in research and development, which can require a lot of resources. There's also the chance that as newer, more sophisticated solutions appear, current technologies will quickly become outdated. Additionally, businesses may incur higher costs as a result of this rapid change since they must regularly upgrade their infrastructure to keep up with advancements in technology.

Covid-19 Impact:

The COVID-19 pandemic had a major effect on the market for data center accelerators, driving up demand for digital transformation, remote work options, and cloud services across various industries. Data center accelerators were adopted to improve performance and efficiency as a result of a surge in data generation and processing needs brought about by businesses and consumers relying more and more on digital platforms. However, the pandemic also resulted in production delays, shortages of components, and disruptions to the supply chain, which put manufacturers under pressure and slowed the adoption of new accelerator technologies.

The High Performance Computing Accelerator segment is expected to be the largest during the forecast period

The High Performance Computing (HPC) Accelerator segment holds the largest market share in the data center accelerator market. The computational power needed for demanding tasks like large-scale data analysis, intricate computations, and simulations-all essential in domains like scientific research, finance, engineering, and defense-is largely supplied by HPC accelerators. Moreover, the need for advanced modeling, artificial intelligence, and machine learning applications is driving an increasing demand for computational capabilities in these domains, which is why HPC accelerators are dominating the market.

The Graphical Processing Unit (GPU) segment is expected to have the highest CAGR during the forecast period

The Graphical Processing Unit (GPU) segment of the Data Center Accelerator Market has the highest CAGR. GPUs are becoming more and more popular because of their superior parallel processing capabilities, which make them perfect for managing the intricate computations needed by contemporary applications like machine learning, artificial intelligence (AI), and high-performance computing (HPC). Additionally, large data sets and complex algorithms can be processed quickly and efficiently thanks to their architecture, which offers a noticeable speed and performance boost over conventional CPUs.

Region with largest share:

Due to the presence of significant technology companies, a strong infrastructure, and a high demand for data processing capabilities across a variety of industries, including IT, healthcare, finance, and e-commerce, North America continues to hold the largest share of the global market for data center accelerators. Furthermore, early adoption of cutting-edge technologies such as big data analytics, machine learning, and artificial intelligence (AI) benefits the region. These technologies require strong accelerators to improve computational efficiency.

Region with highest CAGR:

The data center accelerator market's highest CAGR is seen in the Asia-Pacific region. Rapid urbanization, rising digitization in a number of industries, and the establishment of technology hubs in nations like China, India, Japan, and South Korea are the main drivers of this growth. Due to the region's growing population, widespread use of smart phones, Internet of Things (IOT) devices, and cloud computing services, there is a surge in the generation of data. Additionally, high-performance data center accelerators are becoming more and more necessary as companies in Asia-Pacific depend more and more on data-driven insights to obtain a competitive edge and manage enormous workloads effectively.

Key players in the market

Some of the key players in Data Center Accelerator market include NVIDIA Corporation, Google Inc., Cisco Systems, Inc., Qualcomm Technologies, Inc., Fujitsu, NEC Corporation, Intel Corporation, Advanced Micro Devices, Inc, Wave Computing, Meta Inc., SambaNova Systems, Inc., Leapmind Inc., Dell Inc., Micron Technology, Inc. and Huawei Technologies.

Key Developments:

In March 2024, Networking major Cisco has signed an agreement with the Karnataka government to train 40,000 people in cybersecurity skills and awareness. Women will represent half of the trained workforce to help meet the growing need for such skills as organisations bolster the cybersecurity.

In February 2024, Technology giant Google has signed its largest ever power purchase agreement (PPA) with offshore wind projects off the coast of the Netherlands as part of efforts to green its power supply and hit climate targets. Renewable power project developers are increasingly tying their electricity output to long-term PPAs to provide revenue security, while corporate buyers are keen to lock in supply and ensure they meet targets for sourcing clean power.

In September 2023, Qualcomm Technologies, Inc. announced that it has entered into an agreement with Apple Inc. to supply Snapdragon(R) 5G Modem?RF Systems for smartphone launches in 2024, 2025 and 2026. This agreement reinforces Qualcomm's track record of sustained leadership across 5G technologies and products

Types Covered:

  • Cloud Accelerator
  • High Performance Computing Accelerator
  • Other Types

Processor Types Covered:

  • Central Processing Unit (CPU)
  • Graphical Processing Unit (GPU)
  • Field-programmable Gate Array (FPGA)
  • Application-specific Integrated Circuit (ASIC)
  • Other Processor Types

Applications Covered:

  • Deep Learning Training
  • Public Cloud Inference
  • Enterprise Inference
  • Other Applications

End Users Covered:

  • IT and Telecom
  • Healthcare
  • BFSI
  • Government
  • Energy
  • Manufacturing
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Data Center Accelerator Market, By Type

  • 5.1 Introduction
  • 5.2 Cloud Accelerator
  • 5.3 High Performance Computing Accelerator
  • 5.4 Other Types

6 Global Data Center Accelerator Market, By Processor Type

  • 6.1 Introduction
  • 6.2 Central Processing Unit (CPU)
  • 6.3 Graphical Processing Unit (GPU)
  • 6.4 Field-programmable Gate Array (FPGA)
  • 6.5 Application-specific Integrated Circuit (ASIC)
  • 6.6 Other Processor Types

7 Global Data Center Accelerator Market, By Application

  • 7.1 Introduction
  • 7.2 Deep Learning Training
  • 7.3 Public Cloud Inference
  • 7.4 Enterprise Inference
  • 7.5 Other Applications

8 Global Data Center Accelerator Market, By End User

  • 8.1 Introduction
  • 8.2 IT and Telecom
  • 8.3 Healthcare
  • 8.4 BFSI
  • 8.5 Government
  • 8.6 Energy
  • 8.7 Manufacturing
  • 8.8 Other End Users

9 Global Data Center Accelerator Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 NVIDIA Corporation
  • 11.2 Google Inc.
  • 11.3 Cisco Systems, Inc.
  • 11.4 Qualcomm Technologies, Inc.
  • 11.5 Fujitsu
  • 11.6 NEC Corporation
  • 11.7 Intel Corporation
  • 11.8 Advanced Micro Devices, Inc
  • 11.9 Wave Computing
  • 11.10 Meta Inc.
  • 11.11 SambaNova Systems, Inc.
  • 11.12 Leapmind Inc.
  • 11.13 Dell Inc.
  • 11.14 Micron Technology, Inc.
  • 11.15 Huawei Technologies

List of Tables

  • Table 1 Global Data Center Accelerator Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
  • Table 3 Global Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
  • Table 4 Global Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
  • Table 5 Global Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 6 Global Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
  • Table 7 Global Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
  • Table 8 Global Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
  • Table 9 Global Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
  • Table 10 Global Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
  • Table 11 Global Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
  • Table 12 Global Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
  • Table 13 Global Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
  • Table 14 Global Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
  • Table 15 Global Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
  • Table 16 Global Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 17 Global Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
  • Table 18 Global Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
  • Table 19 Global Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 20 Global Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
  • Table 21 Global Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
  • Table 22 Global Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
  • Table 23 Global Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 24 Global Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
  • Table 25 North America Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
  • Table 26 North America Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
  • Table 27 North America Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
  • Table 28 North America Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
  • Table 29 North America Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 30 North America Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
  • Table 31 North America Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
  • Table 32 North America Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
  • Table 33 North America Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
  • Table 34 North America Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
  • Table 35 North America Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
  • Table 36 North America Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
  • Table 37 North America Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
  • Table 38 North America Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
  • Table 39 North America Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
  • Table 40 North America Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 41 North America Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
  • Table 42 North America Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
  • Table 43 North America Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 44 North America Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
  • Table 45 North America Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
  • Table 46 North America Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
  • Table 47 North America Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 48 North America Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
  • Table 49 Europe Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
  • Table 50 Europe Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
  • Table 51 Europe Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
  • Table 52 Europe Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
  • Table 53 Europe Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 54 Europe Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
  • Table 55 Europe Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
  • Table 56 Europe Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
  • Table 57 Europe Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
  • Table 58 Europe Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
  • Table 59 Europe Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
  • Table 60 Europe Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
  • Table 61 Europe Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
  • Table 62 Europe Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
  • Table 63 Europe Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
  • Table 64 Europe Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 65 Europe Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
  • Table 66 Europe Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
  • Table 67 Europe Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 68 Europe Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
  • Table 69 Europe Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
  • Table 70 Europe Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
  • Table 71 Europe Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 72 Europe Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
  • Table 73 Asia Pacific Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
  • Table 74 Asia Pacific Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
  • Table 75 Asia Pacific Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
  • Table 76 Asia Pacific Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
  • Table 77 Asia Pacific Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 78 Asia Pacific Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
  • Table 79 Asia Pacific Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
  • Table 80 Asia Pacific Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
  • Table 81 Asia Pacific Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
  • Table 82 Asia Pacific Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
  • Table 83 Asia Pacific Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
  • Table 84 Asia Pacific Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
  • Table 85 Asia Pacific Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
  • Table 86 Asia Pacific Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
  • Table 87 Asia Pacific Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
  • Table 88 Asia Pacific Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 89 Asia Pacific Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
  • Table 90 Asia Pacific Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
  • Table 91 Asia Pacific Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 92 Asia Pacific Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
  • Table 93 Asia Pacific Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
  • Table 94 Asia Pacific Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
  • Table 95 Asia Pacific Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 96 Asia Pacific Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
  • Table 97 South America Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
  • Table 98 South America Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
  • Table 99 South America Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
  • Table 100 South America Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
  • Table 101 South America Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 102 South America Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
  • Table 103 South America Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
  • Table 104 South America Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
  • Table 105 South America Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
  • Table 106 South America Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
  • Table 107 South America Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
  • Table 108 South America Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
  • Table 109 South America Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
  • Table 110 South America Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
  • Table 111 South America Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
  • Table 112 South America Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 113 South America Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
  • Table 114 South America Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
  • Table 115 South America Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 116 South America Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
  • Table 117 South America Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
  • Table 118 South America Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
  • Table 119 South America Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 120 South America Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
  • Table 121 Middle East & Africa Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
  • Table 122 Middle East & Africa Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
  • Table 123 Middle East & Africa Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
  • Table 124 Middle East & Africa Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
  • Table 125 Middle East & Africa Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 126 Middle East & Africa Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
  • Table 127 Middle East & Africa Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
  • Table 128 Middle East & Africa Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
  • Table 129 Middle East & Africa Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
  • Table 130 Middle East & Africa Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
  • Table 131 Middle East & Africa Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
  • Table 132 Middle East & Africa Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
  • Table 133 Middle East & Africa Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
  • Table 134 Middle East & Africa Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
  • Table 135 Middle East & Africa Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
  • Table 136 Middle East & Africa Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 137 Middle East & Africa Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
  • Table 138 Middle East & Africa Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
  • Table 139 Middle East & Africa Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 140 Middle East & Africa Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
  • Table 141 Middle East & Africa Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
  • Table 142 Middle East & Africa Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
  • Table 143 Middle East & Africa Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 144 Middle East & Africa Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)