데이터센터 가속기 시장 보고서 : 가속기 유형별, 프로세서 유형별, 용도별, 지역별(2024-2032년)

The global data center accelerator market size reached US$ 20.0 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 160.0 Billion by 2032, exhibiting a growth rate (CAGR) of 25% during 2024-2032.

Data center accelerators perform complex computational functions to facilitate a significant increase in the performance of data centers. They consume less power due to their resource-sharing capability with the main processor and reduce the overall cost by improving power efficiency. They can also speed up deep learning, machine learning (ML), and high-performance computing (HPC) workloads of modern data centers. At present, the rising need to increase the networking bandwidth is propelling the use of data center accelerators for managing complex data sets and analytics workloads with optimal performance and rapid efficiency.

Data Center Accelerator Market Trends:

A shift towards remote working culture on account of the coronavirus disease (COVID-19) outbreak and strict lockdown in various countries has positively influenced the use of artificial intelligence (AI) to ease business operations. This is driving the need for data center accelerators to manage AI workloads. Apart from this, due to escalating demand for accelerated computing, there is a rise in the adoption of on-demand graphics processing unit (GPU) cloud computing-based solutions that can run compute-intensive workloads and offer high bandwidth. This is contributing to the growth of the market. Moreover, gaming companies are focusing on expanding their online cloud gaming services using hardware-based GPU virtualization to support real personal computer (PC) gameplay. This, in confluence with the increasing number of individuals who want to experience realistic online games, is strengthening the market growth. Furthermore, rising number of enterprises are offering machine learning (ML) as a cloud service for applications in voice recognition, fraud detection, voice search, recommendation engines, sentiment analysis, image recognition, and motion detection. This is anticipated to expand the applications of data center accelerators worldwide.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global data center accelerator market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on accelerator type, processor type, and application.

Breakup by Accelerator Type:

• High-performance Computing
• Cloud Accelerator

Breakup by Processor Type:

• Central Processing Unit (CPU)
• Graphics Processing Unit (GPU)
• Field-Programmable Gate Array (FPGA)
• Application-specific Integrated Circuit (ASIC)

Breakup by Application:

• Deep Learning Training
• Public Cloud Interface
• Enterprise Interface

Breakup by Region:

• North America
  • United States
  • Canada
• Asia-Pacific
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
  • Others
• Europe
  • Germany
  • France
  • United Kingdom
  • Italy
  • Spain
  • Russia
  • Others
• Latin America
  • Brazil
  • Mexico
  • Others
• Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Achronix Semiconductor Corporation, Advanced Micro Devices Inc., Cisco Systems Inc., Dell Technologies Inc., Gyrfalcon Technology Inc., Intel Corporation, International Business Machines Corporation, Marvell Technology Inc., Microsemi Corporation (Microchip Technology Inc.), Nvidia Corporation, Qualcomm, and Xilinx Inc.

Key Questions Answered in This Report:

• How has the global data center accelerator market performed so far and how will it perform in the coming years?
• What has been the impact of COVID-19 on the global data center accelerator market?
• What are the key regional markets?
• What is the breakup of the market based on the accelerator type?
• What is the breakup of the market based on the processor type?
• What is the breakup of the market based on the application?
• What are the various stages in the value chain of the industry?
• What are the key driving factors and challenges in the industry?
• What is the structure of the global data center accelerator market and who are the key players?
• What is the degree of competition in the industry?

Table of Contents

1 Preface

2 Scope and Methodology

• 2.1 Objectives of the Study
• 2.2 Stakeholders
• 2.3 Data Sources
  • 2.3.1 Primary Sources
  • 2.3.2 Secondary Sources
• 2.4 Market Estimation
  • 2.4.1 Bottom-Up Approach
  • 2.4.2 Top-Down Approach
• 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

• 4.1 Overview
• 4.2 Key Industry Trends

5 Global Data Center Accelerator Market

• 5.1 Market Overview
• 5.2 Market Performance
• 5.3 Impact of COVID-19
• 5.4 Market Forecast

6 Market Breakup by Accelerator Type

• 6.1 High-performance Computing
  • 6.1.1 Market Trends
  • 6.1.2 Market Forecast
• 6.2 Cloud Accelerator
  • 6.2.1 Market Trends
  • 6.2.2 Market Forecast

7 Market Breakup by Processor Type

• 7.1 Central Processing Unit (CPU)
  • 7.1.1 Market Trends
  • 7.1.2 Market Forecast
• 7.2 Graphics Processing Unit (GPU)
  • 7.2.1 Market Trends
  • 7.2.2 Market Forecast
• 7.3 Field-Programmable Gate Array (FPGA)
  • 7.3.1 Market Trends
  • 7.3.2 Market Forecast
• 7.4 Application-specific Integrated Circuit (ASIC)
  • 7.4.1 Market Trends
  • 7.4.2 Market Forecast

8 Market Breakup by Application

• 8.1 Deep Learning Training
  • 8.1.1 Market Trends
  • 8.1.2 Market Forecast
• 8.2 Public Cloud Interface
  • 8.2.1 Market Trends
  • 8.2.2 Market Forecast
• 8.3 Enterprise Interface
  • 8.3.1 Market Trends
  • 8.3.2 Market Forecast

9 Market Breakup by Region

• 9.1 North America
  • 9.1.1 United States
    • 9.1.1.1 Market Trends
    • 9.1.1.2 Market Forecast
  • 9.1.2 Canada
    • 9.1.2.1 Market Trends
    • 9.1.2.2 Market Forecast
• 9.2 Asia-Pacific
  • 9.2.1 China
    • 9.2.1.1 Market Trends
    • 9.2.1.2 Market Forecast
  • 9.2.2 Japan
    • 9.2.2.1 Market Trends
    • 9.2.2.2 Market Forecast
  • 9.2.3 India
    • 9.2.3.1 Market Trends
    • 9.2.3.2 Market Forecast
  • 9.2.4 South Korea
    • 9.2.4.1 Market Trends
    • 9.2.4.2 Market Forecast
  • 9.2.5 Australia
    • 9.2.5.1 Market Trends
    • 9.2.5.2 Market Forecast
  • 9.2.6 Indonesia
    • 9.2.6.1 Market Trends
    • 9.2.6.2 Market Forecast
  • 9.2.7 Others
    • 9.2.7.1 Market Trends
    • 9.2.7.2 Market Forecast
• 9.3 Europe
  • 9.3.1 Germany
    • 9.3.1.1 Market Trends
    • 9.3.1.2 Market Forecast
  • 9.3.2 France
    • 9.3.2.1 Market Trends
    • 9.3.2.2 Market Forecast
  • 9.3.3 United Kingdom
    • 9.3.3.1 Market Trends
    • 9.3.3.2 Market Forecast
  • 9.3.4 Italy
    • 9.3.4.1 Market Trends
    • 9.3.4.2 Market Forecast
  • 9.3.5 Spain
    • 9.3.5.1 Market Trends
    • 9.3.5.2 Market Forecast
  • 9.3.6 Russia
    • 9.3.6.1 Market Trends
    • 9.3.6.2 Market Forecast
  • 9.3.7 Others
    • 9.3.7.1 Market Trends
    • 9.3.7.2 Market Forecast
• 9.4 Latin America
  • 9.4.1 Brazil
    • 9.4.1.1 Market Trends
    • 9.4.1.2 Market Forecast
  • 9.4.2 Mexico
    • 9.4.2.1 Market Trends
    • 9.4.2.2 Market Forecast
  • 9.4.3 Others
    • 9.4.3.1 Market Trends
    • 9.4.3.2 Market Forecast
• 9.5 Middle East and Africa
  • 9.5.1 Market Trends
  • 9.5.2 Market Breakup by Country
  • 9.5.3 Market Forecast

10 SWOT Analysis

• 10.1 Overview
• 10.2 Strengths
• 10.3 Weaknesses
• 10.4 Opportunities
• 10.5 Threats

11 Value Chain Analysis

12 Porters Five Forces Analysis

• 12.1 Overview
• 12.2 Bargaining Power of Buyers
• 12.3 Bargaining Power of Suppliers
• 12.4 Degree of Competition
• 12.5 Threat of New Entrants
• 12.6 Threat of Substitutes

13 Price Analysis

14 Competitive Landscape

• 14.1 Market Structure
• 14.2 Key Players
• 14.3 Profiles of Key Players
  • 14.3.1 Achronix Semiconductor Corporation
    • 14.3.1.1 Company Overview
    • 14.3.1.2 Product Portfolio
  • 14.3.2 Advanced Micro Devices Inc.
    • 14.3.2.1 Company Overview
    • 14.3.2.2 Product Portfolio
    • 14.3.2.3 Financials
    • 14.3.2.4 SWOT Analysis
  • 14.3.3 Cisco Systems Inc.
    • 14.3.3.1 Company Overview
    • 14.3.3.2 Product Portfolio
    • 14.3.3.3 Financials
    • 14.3.3.4 SWOT Analysis
  • 14.3.4 Dell Technologies Inc.
    • 14.3.4.1 Company Overview
    • 14.3.4.2 Product Portfolio
    • 14.3.4.3 Financials
    • 14.3.4.4 SWOT Analysis
  • 14.3.5 Gyrfalcon Technology Inc.
    • 14.3.5.1 Company Overview
    • 14.3.5.2 Product Portfolio
  • 14.3.6 Intel Corporation
    • 14.3.6.1 Company Overview
    • 14.3.6.2 Product Portfolio
    • 14.3.6.3 Financials
    • 14.3.6.4 SWOT Analysis
  • 14.3.7 International Business Machines Corporation
    • 14.3.7.1 Company Overview
    • 14.3.7.2 Product Portfolio
    • 14.3.7.3 Financials
    • 14.3.7.4 SWOT Analysis
  • 14.3.8 Marvell Technology Inc.
    • 14.3.8.1 Company Overview
    • 14.3.8.2 Product Portfolio
  • 14.3.9 Microsemi Corporation (Microchip Technology Inc.)
    • 14.3.9.1 Company Overview
    • 14.3.9.2 Product Portfolio
    • 14.3.9.3 SWOT Analysis
  • 14.3.10 Nvidia Corporation
    • 14.3.10.1 Company Overview
    • 14.3.10.2 Product Portfolio
    • 14.3.10.3 Financials
    • 14.3.10.4 SWOT Analysis
  • 14.3.11 Qualcomm
    • 14.3.11.1 Company Overview
    • 14.3.11.2 Product Portfolio
    • 14.3.11.3 Financials
    • 14.3.11.4 SWOT Analysis
  • 14.3.12 Xilinx Inc.
    • 14.3.12.1 Company Overview
    • 14.3.12.2 Product Portfolio
    • 14.3.12.3 Financials
    • 14.3.12.4 SWOT Analysis