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市场调查报告书
商品编码
1503316

到 2030 年资料中心加速器市场预测：按类型、处理器类型、应用程式、最终用户和地区进行的全球分析

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个工作天内

价格

根据Stratistics MRC统计，2024年全球资料中心加速器市场规模为319.8亿美元，预计2030年将达到1,091.2亿美元，复合年增长率为22.7%。

资料中心加速器是专门的硬体元件，可以加速和卸载特定的运算任务，以提高资料中心的效能和效率。这些加速器（包括 GPU、FPGA 和 ASIC）旨在承受巨量资料分析、人工智慧 (AI)、机器学习和高效能运算 (HPC) 等现代应用的苛刻工作负载。此外，资料中心加速器可以透过卸载传统 CPU 的繁重处理任务来显着提高吞吐量并减少延迟。

国际数据公司 (IDC) 表示，随着各行业越来越多地采用人工智慧和机器学习技术，全球资料中心加速器市场预计将在未来几年大幅成长。

对机器学习和人工智慧的需求不断增长

自然语言处理、影像和语音辨识、自动驾驶汽车以及其他人工智慧和机器学习应用正在快速成长，需要大量的平行处理能力。资料中心加速器，特别是用于处理大型资料集和复杂演算法的 GPU 和专用人工智慧晶片，可以实现更快的学习时间和更有效的推理操作。此外，医疗保健、金融、汽车和零售领域的公司正在推动这项需求，以改善决策、客户体验和业务效率。

复杂的维护和集成

整合资料中心加速器在技术上很困难，并且需要专业知识。确保与目前硬体、软体和网路架构的兼容性造成了这种复杂性。此外，维护和管理使用传统 CPU 和专用加速器的异质运算环境需要先进的知识和资源。如果组织必须花钱聘请和培训专家，那么采用可能会受到阻碍，从而进一步增加营运成本。

硬体技术的进步

加速器硬体的不断进步带来了许多机会，包括开发更强大、更有效率的 GPU、FPGA 和客製化 ASIC。由于效能、能源效率的提高和针对特定应用的最佳化，这些发展使加速器对各种使用案例更具吸引力。此外，神经形态运算和量子运算等新技术与传统加速器相结合，有可能为资料中心提供处理更复杂和运算密集任务的新方法。

科技的快速变化

资料中心加速器技术的快速进步带来了显着的风险。为了保持领先地位，公司必须继续投资研发，这可能需要大量资源。随着更新、更复杂的解决方案的出现，目前的技术也可能很快就会过时。此外，这种快速变化可能会导致高昂的成本，因为公司必须定期升级其基础设施以跟上技术进步。

COVID-19 的影响：

COVID-19 的疫情对资料中心加速器市场产生了重大影响，推动了各行业对数位转型、远距工作选项和云端服务的需求。随着企业和消费者越来越依赖数位平台，并且资料生成和处理需求激增，资料中心加速器已被采用来提高效能和效率。但疫情导致了生产延误、零件短缺和供应链中断，给製造商带来了压力，并减缓了新加速器技术的采用。

高效能运算加速器领域预计将在预测期内成为最大的领域

在资料中心加速器市场中，高效能运算（HPC）加速器细分市场占据最大的市场占有率。大规模资料分析、复杂运算和模拟等重型任务所需的运算能力主要由高效能运算加速器提供，这些任务对于科学研究、金融、工程和国防等领域至关重要。此外，对高级建模、人工智慧和机器学习应用程式的需求正在增加这些领域对运算能力的需求，这就是 HPC 加速器主导市场的原因。

GPU（图形处理单元）领域预计在预测期内呈现最高的复合年增长率

在资料中心加速器市场中，图形处理单元（GPU）领域的复合年增长率最高。 GPU 之所以受欢迎，是因为其卓越的平行处理能力使其成为管理机器学习、人工智慧 (AI) 和高效能运算 (HPC) 等现代应用所需的复杂运算的理想选择。此外，由于其架构比传统 CPU 提供了显着的速度和效能改进，因此它可以快速且有效率地处理大型资料集和复杂演算法。

占比最大的地区：

由于大型科技公司的存在、强大的基础设施以及 IT、医疗保健、金融和电子商务等行业对资料处理能力的高需求，北美继续占据全球资料中心加速器市场的最大份额。此外，该地区还受益于巨量资料分析、机器学习和人工智慧 (AI) 等最尖端科技的早期采用。这些技术需要强大的加速器来提高运算效率。

复合年增长率最高的地区：

亚太地区资料中心加速器市场的复合年增长率最高。快速都市化、许多行业数位化的提高以及中国、印度、日本和韩国等国家技术中心的建立是这一增长的关键驱动力。该地区人口的成长以及智慧型手机、物联网 (IoT) 设备和云端处理服务的激增正在快速产生资料。此外，随着亚太地区的企业越来越依赖资料主导的洞察力来获得竞争优势并有效管理大量工作负载，对高效能资料中心加速器的需求也在不断增长。

免费客製化服务：

订阅此报告的客户可以利用以下免费自订选项之一：

  • 公司简介
    • 其他市场参与企业的综合分析（最多 3 家公司）
    • 主要企业SWOT分析（最多3家企业）
  • 区域分割
    • 根据客户兴趣对主要国家的市场估计/预测/复合年增长率（註：基于可行性检查）
  • 竞争基准化分析
    • 按产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行概述

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 研究资讯来源
    • 主要研究资讯来源
    • 二次研究资讯来源
    • 先决条件

第三章市场趋势分析

  • 介绍
  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第五章全球资料中心加速器市场：按类型

  • 介绍
  • 云加速器
  • 高效能运算加速器
  • 其他的

第六章全球资料中心加速器市场：按处理器类型

  • 介绍
  • 中央处理器（CPU）
  • 图形处理单元（GPU）
  • 现场可程式闸阵列(FPGA)
  • 专用积体电路 (ASIC)
  • 其他的

第七章全球资料中心加速器市场：依应用分类

  • 介绍
  • 深度学习培训
  • 公共云端推理
  • 企业推理
  • 其他的

第八章全球资料中心加速器市场：依最终用户分类

  • 介绍
  • 资讯科技和通讯
  • 医疗保健
  • BFSI
  • 政府
  • 活力
  • 製造业
  • 其他的

第九章全球资料中心加速器市场：按地区

  • 介绍
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 欧洲其他地区
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东/非洲

第10章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十一章 公司概况

  • 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)