データセンターアクセラレータの世界市場：プロセッサタイプ別、タイプ別、用途別、エンドユーザー別、地域別（2026年～2032年）

データセンターアクセラレータ市場の評価（2026年～2032年）

データセンターアクセラレータは、人工知能、機械学習、ビッグデータ分析などのデータ集約型用途の台頭により、需要が高まっています。これらの用途は大量のデータ処理能力を要求しますが、通常のCPUでは効率的に処理できません。市場規模は2024年に160億1,000万米ドルを超え、2032年には約2,745億7,000万米ドルに達する見通しです。

専用ハードウェアと並列処理能力を備えたデータセンターアクセラレータは、こうした活動を大幅にスピードアップし、より迅速な洞察とより正確な結果をもたらすことができます。クラウド・コンピューティングの普及とエッジ・コンピューティングの台頭も、データセンターアクセラレータの需要を押し上げています。データセンターアクセラレータは、リアルタイムの用途に必要な計算能力を提供すると同時に、待ち時間を短縮します。費用対効果が高く効率的なデータセンターアクセラレータに対する需要の高まりが、2026年～2032年のCAGR47.06%での市場の成長を可能にしています。

データセンターアクセラレータ市場の定義/概要

データセンターアクセラレータは、データセンター内のデータ処理とコンピューティング・プロセスのパフォーマンスを向上させる特殊なハードウェア・コンポーネントです。これらのアクセラレータには、グラフィックス・プロセッシング・ユニット（GPU）、フィールド・プログラマブル・ゲート・アレイ（FPGA）、特定用途向け集積回路（ASIC）などが含まれ、汎用CPUよりも効率的に特定の計算を行うように設計されています。これらのアクセラレータは、機械学習、ビッグデータ分析、ハイパフォーマンス・コンピューティングなどの処理を高速化するために頻繁に使用され、これらの負荷の高い処理をCPUからオフロードすることで、システム全体の効率とパフォーマンスを向上させます。データセンターアクセラレータの統合により、迅速なデータ処理、低レイテンシ、複雑なワークロードを処理する能力の向上が可能になり、これらはすべて、迅速でスケーラブルなコンピューティング・リソースを必要とする最新の用途に不可欠なものです。

ハイパフォーマンス・コンピューティングの需要が高まるにつれ、データセンターアクセラレータの見通しは楽観的になっています。アクセラレータ技術の進歩は、クラウド・コンピューティング、エッジ・コンピューティング、人工知能のイノベーションを刺激すると予測されています。アクセラレータは、リアルタイム分析、自律システム、高度なシミュレーションなど、データ集約型用途の需要拡大を満たす上で重要な役割を果たすと思われます。

継続的な研究開発活動により、より専門的で効率的なアクセラレータが開発され、データセンターの運用がさらに最適化される可能性が高いです。また、5Gの普及やモノのインターネット（IoT）の拡大により、大量のデータを高い処理速度で処理できるアクセラレータの需要が高まると予測されています。

データセンターアクセラレータ市場の需要を急増させる要因とは？

データセンターアクセラレータ市場は、クラウド・コンピューティング・サービスの人気の高まりによって牽引されています。パブリッククラウドサービスに対する世界のエンドユーザーの支出は、2022年の4,903億米ドルから20.7%増の5,918億米ドルに2024年に達すると予測されており、堅牢なクラウドインフラに対するニーズが高まっています。このような拡大には、クラウドベースのアプリケーションのパフォーマンスと効率に対する要求に合わせて、強力なデータセンターアクセラレータを導入する必要があり、このような特殊なハードウェア・コンポーネントの市場を後押ししています。

データ生成と処理の急激な拡大が、データセンターアクセラレータ市場を後押ししています。IDCは、世界のデータスフィアが2018年の33ゼタバイトから2025年には175ゼタバイトに拡大すると予測しており、効果的なデータ処理ソリューションに対する需要はますます緊急性を増しています。このようなデータの爆発的増加には、データ処理能力の強化が必要であり、データセンターアクセラレータは生成される膨大な情報の処理と最適化に不可欠であるため、こうした特殊なハードウェア・コンポーネントの市場需要が高まっています。

データセンターアクセラレータ市場の成長を妨げる要因とは？

高コストがデータセンターアクセラレータ市場の成長に影響を与えています。先進的なアクセラレータの取得と運用に必要なコストが大きいため、一部の組織、特に財政に余裕のない中小企業では、こうした技術の採用を思いとどまる可能性があります。このような高コストは、最先端技術へのアクセスを制限し、成長を促進するために必要な一般受容性に影響を与えることで、市場拡大の妨げとなります。

規制上の懸念がデータセンターアクセラレータ市場の成長を妨げています。データ・セキュリティ、プライバシー、環境基準を管理する厳格な規則は、データ・センター運営のコンプライアンス・コストと複雑性を増大させる可能性があります。こうした法規制は新技術の採用を妨げ、運用コストを増大させるため、最終的に市場の成長を制限することになります。企業は、より安全で環境に優しいソリューションにコストをかける必要があるため、最新のアクセラレータの利用を控える企業が現れ、市場全体の拡大が制限される可能性があります。

目次

第1章 データセンターアクセラレータ世界市場のイントロダクション

• 市場概要
• 調査範囲
• 前提条件

第2章 エグゼクティブサマリー

第3章 VERIFIED MARKET RESEARCHの調査手法

• データマイニング
• バリデーション
• 一次資料
• データソース一覧

第4章 データセンターアクセラレータの世界市場展望

• 概要
• 市場力学
  • 促進要因
  • 抑制要因
  • 機会
• ポーターのファイブフォースモデル
• バリューチェーン分析

第5章 データセンターアクセラレータの世界市場：プロセッサタイプ別

• 概要
• CPU
• GPU
• FPGA
• ASIC

第6章 データセンターアクセラレータの世界市場：用途別

• 概要
• ディープラーニング・トレーニング
• パブリッククラウドインターフェース
• 企業向けインターフェース

第7章 データセンターアクセラレータの世界市場：タイプ別

• 概要
• クラウドデータセンター
• HPCデータセンター

第8章 データセンターアクセラレータの世界市場：エンドユーザー別

• 概要
• IT・通信
• ヘルスケア
• 銀行、金融サービス、保険（BFSI）
• 政府機関
• エネルギー
• 製造

第9章 データセンターアクセラレータの世界市場：地域別

• 概要
• 北米
  • 米国
  • カナダ
  • メキシコ
• 欧州
  • ドイツ
  • 英国
  • フランス
  • その他欧州
• アジア太平洋
  • 中国
  • 日本
  • インド
  • その他アジア太平洋
• 世界のその他の地域
  • ラテンアメリカ
  • 中東・アフリカ

第10章 世界のデータセンターアクセラレータ市場の競合情勢

• 概要
• 各社の市場ランキング
• 主な開発戦略

第11章 企業プロファイル

• Intel Corporation
• NVIDIA Corporation
• Advanced Micro Devices Inc.
• Achronix Semiconductor Corporation
• Xilinx Inc.
• Oracle Corporation
• Hewlett Packard Enterprise Company
• Dell Technologies Inc.
• IBM Corporation

第12章 主な発展

• 製品発売/開発
• 合併と買収
• 事業拡大
• パートナーシップと提携

第13章 付録

• 関連調査

Data Center Accelerator Market Valuation - 2026-2032

Data center accelerators are in high demand due to the rise of data-intensive applications like artificial intelligence, machine learning, and big data analytics. These applications demand large quantities of data processing power, which ordinary CPUs cannot handle efficiently. The market size surpass USD 16.01 Billion valued in 2024 to reach a valuation of around USD 274.57 Billion by 2032.

Data center accelerators, with their specialized hardware and parallel processing capabilities, can considerably speed up these activities, resulting in faster insights and more accurate outcomes. The increased popularity of cloud computing and the rise of edge computing are also driving demand for data center accelerators, which provide the computational capacity required for real-time applications while reducing latency. The rising demand for cost-effective and efficient data center accelerator is enabling the market grow at a CAGR of 47.06% from 2026 to 2032.

Data Center Accelerator Market: Definition/ Overview

Data center accelerators are specialized hardware components that improve the performance of data processing and computing processes within data centers. These accelerators, which include Graphics Processing Units (GPUs), Field-Programmable Gate Arrays (FPGAs), and Application-certain Integrated Circuits (ASICs), are designed to do certain computations more effectively than general-purpose CPUs. They are frequently used to speed up operations like machine learning, big data analytics, and high-performance computing by offloading these demanding processes from the CPU, hence enhancing overall system efficiency and performance. The integration of data center accelerators enables quicker data processing, lower latency, and improved capacity to handle complicated workloads, all of which are essential for modern applications that require rapid and scalable computing resources.

As demand for high-performance computing grows, the prospect of data center accelerators seems optimistic. Advances in accelerator technologies are projected to stimulate innovation in cloud computing, edge computing, and artificial intelligence. Accelerators will play an important role in satisfying the growing demand for data-intensive applications such as real-time analytics, autonomous systems, and advanced simulations.

Continuous research and development activities are likely to result in more specialized and efficient accelerators, which will further optimize data center operations. The proliferation of 5G and the expansion of the Internet of Things (IoT) are also predicted to raise the demand for accelerators capable of handling large volumes of data at high processing rates.

What are the Factors that Surge the Demand for the Data Center Accelerator Market?

The data center accelerator market is being driven by the increased popularity of cloud computing services. As global end-user spending on public cloud services is predicted to rise by 20.7% to USD 591.8 Billion in 2024, up from $490.3 billion in 2022, the need for robust cloud infrastructure grows. This expansion needs the deployment of powerful data center accelerators to match the performance and efficiency demands of growing cloud-based applications, boosting the market for these specialized hardware components.

The exponential expansion of data generation and processing is propelling the data center accelerator market. With IDC forecasting that the global datasphere will grow from 33 zettabytes in 2018 to 175 zettabytes by 2025, the demand for effective data handling solutions becomes increasingly urgent. This data explosion needs enhanced data processing capabilities, making data center accelerators vital to handling and optimizing the massive amounts of information generated, driving market demand for these specialized hardware components.

What Factors Hinder the Growth of the Data Center Accelerator Market?

High costs have an impact on the growth of the data center accelerator market. The large cost necessary to acquire and operate advanced accelerators may discourage some organizations from adopting these technologies, particularly smaller businesses with limited finances. These high costs hinder market expansion by restricting access to cutting-edge technologies and affecting general acceptance, which is required to fuel growth.

Regulatory concerns hinder the growth of the data center accelerator market. Strict rules governing data security, privacy, and environmental standards can increase compliance costs and complexity for data center operations. These laws impede the adoption of new technology and increase operational costs, ultimately limiting market growth. Companies may need to spend on more secure and environmentally friendly solutions, which may discourage some from using modern accelerators and limit overall market expansion.

Category-Wise Acumens

Which Factors Enhance the Use of the Data Center Accelerator Market?

The GPU segment is currently dominating the data center accelerator market. The tremendous efficiency of Graphics Processing Units (GPUs) in handling computationally significant tasks like AI, ML, and DL is propelling the data center accelerator market. GPUs are specifically built to handle parallel processing, making them ideal for large-scale calculations in AI, ML, and deep learning applications. Their capacity to expedite these processes improves data center performance and efficiency, driving up demand for GPUs as essential elements in modern data centers. GPUs' ability to handle complicated tasks efficiently makes them an essential element in the expansion of the data center accelerator market.

The Graphics Processing Unit (GPU) segment is increasingly popular among data center operators and cloud service providers. GPUs are popular owing to their higher performance in parallel processing workloads, which is vital for high-demand applications such as AI, machine learning, and big data analytics. Their ability to expedite computationally intensive processes makes them extremely efficient and cost-effective, resulting in widespread deployment in data centers and cloud environments. The increasing desire for GPUs among operators and providers is considerably contributing to the growth of the data center accelerator market.

Which Factors Boost the Use of the Data Center Accelerator Market?

The deep learning training segment is currently dominating the data center accelerator market. The demand for deep learning model training will propel the deep learning training section of the data center accelerator sector. Deep learning models necessitate significant computational capacity and efficient processing capabilities, which accelerators like GPUs and specialized AI chips deliver. These accelerators are required to handle the complicated and data-intensive operations associated with training deep learning algorithms, resulting in a demand for improved hardware that can meet these requirements.

The fact that data center accelerators are well-suited for deep learning training will fuel the expansion of this area of the data center accelerator market. Accelerators such as GPUs and TPUs are specifically designed to handle the parallel processing and high computational demands required to train deep learning models. Their ability to process massive amounts of data easily and rapidly makes them indispensable for this task, resulting in rising usage in data centers. The demand for these specialized accelerators to assist complicated model training will drive further expansion in the deep learning training market.

Country/Region-wise Acumens

Will the Strong Infrastructure Propel the North American Region for the Data Center Accelerator Market?

The North America region is currently dominating the data center accelerator market. The strong infrastructure in the North American region is propelling the data center accelerator market. The region's well-developed data center network, with the number of data centers in the United States expanding from 2,700 in 2000 to about 3 million in 2020, helps to meet the demand for advanced data center accelerators. The US Bureau of Labor Statistics predicts a 15% increase in employment for computer and information research scientists between 2021 and 2032, highlighting the growing tech workforce that drives the adoption of these accelerators, which are critical for handling complex workloads and maintaining North America's global competitiveness.

North American technological centers, particularly those in the United States, are driving the expansion of the data center accelerator market. These hotspots, such as Silicon Valley, foster innovation and attract significant investment in modern computing technologies. According to the Bureau of Economic Analysis, the digital economy contributed USD 2.05 Trillion, or 9.6% of US GDP, in 2019. With over 2,000 technology enterprises in the San Francisco Bay Area requiring advanced data center capabilities, there is a strong demand for high-performance computing solutions. This need is reflected in the overall market, with the global data center accelerator market predicted to grow from USD 13.7 Billion in 2021 to $65.3 billion in 2026.

Will the Government Investments Expand the Asia Pacific Region for the Data Center Accelerator Market?

The Asia-Pacific region is experiencing the fastest growth in the data center accelerator market. Government investments are propelling the data center accelerator market in Asia-Pacific. Substantial governmental investments in digital infrastructure are expected to reach USD 380 Billion by 2025, greatly improving data center capabilities. These investments are propelling the market forward, with Research and Markets forecasting growth from USD 13.7 Billion in 2021 to USD 32.7 Billion by 2026. This increase is being driven by the growing adoption of AI, machine learning, and big data analytics, all of which require the high-performance computing capabilities afforded by sophisticated data center accelerators.

Rapid economic development in the Asia Pacific region is propelling the data center accelerator market. The region's data center business is growing rapidly, with forecasts ranging from USD 13.7 Billion in 2021 to USD 32.7 Billion in 2026. This surge is being driven by increased investments in cloud services, big data analytics, and AI applications, as evidenced by the Indian government's initiative to increase data centers from 138 in 2022 to over 200 by 2025, and China's expected increase in data center racks from 4.4 million in 2020 to 6.5 million by 2025. The widespread deployment of 5G technology, with an estimated 1.2 billion 5G connections by 2025, increases the demand for powerful data center accelerators to meet these high-performance computing requirements.

Competitive Landscape

The data center accelerator market is a dynamic and competitive space, characterized by a diverse range of players vying for market share. These players are on the run for solidifying their presence through the adoption of strategic plans such as collaborations, mergers, acquisitions, and political support.

The organizations are focusing on innovating their product line to serve the vast population in diverse regions. Some of the prominent players operating in the data center accelerator market include: Intel Corporation, NVIDIA Corporation, Advanced Micro Devices Inc., Achronix Semiconductor Corporation, Oracle Corporation, Hewlett Packard Enterprise Company, Dell Technologies Inc., IBM Corporation, Cisco Systems Inc., Xilinx Inc.

Latest Developments

In June 2024, AMD announced new EPYC CPUs to broaden their line.

In March 2024, At GTC 2024, NVIDIA unveiled its Data Center Platform Play. This announcement includes a comprehensive approach for addressing diversified data center requirements, including sophisticated technology and solutions to meet various processing needs.

In October 2024, Meta Inc. designated their latest chip the Meta Training and Inference Accelerator (MTIA). It improves the speed of AI training and inference tasks.

Data Center Accelerator Market, By Category

• Processor Type:
• CPU
• GPU
• FPGA
• ASIC
• Type:
• Cloud Data Center
• HPC Data Center
• Application:
• Deep learning training
• Public cloud interface
• Enterprise interface
• End-User:
• IT & Telecom
• Healthcare
• Banking, Financial Services and Insurance (BFSI)
• Government
• Energy
• Manufacturing
• Region:
• North America
• Europe
• Asia-Pacific
• South Americas
• Middle East & Africa

TABLE OF CONTENTS

1 INTRODUCTION OF GLOBAL DATA CENTER ACCELERATOR MARKET

• 1.1 Overview of the Market
• 1.2 Scope of Report
• 1.3 Assumptions

2 EXECUTIVE SUMMARY

3 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH

• 3.1 Data Mining
• 3.2 Validation
• 3.3 Primary Interviews
• 3.4 List of Data Sources

4 GLOBAL DATA CENTER ACCELERATOR MARKET OUTLOOK

• 4.1 Overview
• 4.2 Market Dynamics
  • 4.2.1 Drivers
  • 4.2.2 Restraints
  • 4.2.3 Opportunities
• 4.3 Porters Five Force Model
• 4.4 Value Chain Analysis

5 GLOBAL DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE

• 5.1 Overview
• 5.2 CPU
• 5.3 GPU
• 5.4 FPGA
• 5.5 ASIC

6 GLOBAL DATA CENTER ACCELERATOR MARKET, BY APPLICATION

• 6.1 Overview
• 6.2 Deep learning training
• 6.3 Public cloud interface
• 6.4 Enterprise interface

7 GLOBAL DATA CENTER ACCELERATOR MARKET, BY TYPE

• 7.1 Overview
• 7.2 Cloud Data Center
• 7.3 HPC Data Center

8 GLOBAL DATA CENTER ACCELERATOR MARKET, BY END-USER

• 8.1 Overview
• 8.2 IT & Telecom
• 8.3 Healthcare
• 8.4 Banking, Financial Services and Insurance (BFSI)
• 8.5 Government
• 8.6 Energy
• 8.7 Manufacturing

9 GLOBAL DATA CENTER ACCELERATOR MARKET, BY GEOGRAPHY

• 9.1 Overview
• 9.2 North America
  • 9.2.1 U.S.
  • 9.2.2 Canada
  • 9.2.3 Mexico
• 9.3 Europe
  • 9.3.1 Germany
  • 9.3.2 U.K.
  • 9.3.3 France
  • 9.3.4 Rest of Europe
• 9.4 Asia Pacific
  • 9.4.1 China
  • 9.4.2 Japan
  • 9.4.3 India
  • 9.4.4 Rest of Asia Pacific
• 9.5 Rest of the World
  • 9.5.1 Latin America
  • 9.5.2 Middle East & Africa

10 GLOBAL DATA CENTER ACCELERATOR MARKET COMPETITIVE LANDSCAPE

• 10.1 Overview
• 10.2 Company Market Ranking
• 10.3 Key Development Strategies

11 COMPANY PROFILES

• 11.1 Intel Corporation
  • 11.1.1 Overview
  • 11.1.2 Financial Performance
  • 11.1.3 Product Outlook
  • 11.1.4 Key Developments
• 11.2 NVIDIA Corporation
  • 11.2.1 Overview
  • 11.2.2 Financial Performance
  • 11.2.3 Product Outlook
  • 11.2.4 Key Developments
• 11.3 Advanced Micro Devices Inc.
  • 11.3.1 Overview
  • 11.3.2 Financial Performance
  • 11.3.3 Product Outlook
  • 11.3.4 Key Developments
• 11.4 Achronix Semiconductor Corporation
  • 11.4.1 Overview
  • 11.4.2 Financial Performance
  • 11.4.3 Product Outlook
  • 11.4.4 Key Developments
• 11.5 Xilinx Inc.
  • 11.5.1 Overview
  • 11.5.2 Financial Performance
  • 11.5.3 Product Outlook
  • 11.5.4 Key Developments
• 11.6 Oracle Corporation
  • 11.6.1 Overview
  • 11.6.2 Financial Performance
  • 11.6.3 Product Outlook
  • 11.6.4 Key Developments
• 11.7 Hewlett Packard Enterprise Company
  • 11.7.1 Overview
  • 11.7.2 Financial Performance
  • 11.7.3 Product Outlook
  • 11.7.4 Key Developments
• 11.8 Dell Technologies Inc.
  • 11.8.1 Overview
  • 11.8.2 Financial Performance
  • 11.8.3 Product Outlook
  • 11.8.4 Key Developments
• 11.9 IBM Corporation
  • 11.9.1 Overview
  • 11.9.2 Financial Performance
  • 11.9.3 Product Outlook
  • 11.9.4 Key Developments

12 KEY DEVELOPMENTS

• 12.1 Product Launches/Developments
• 12.2 Mergers and Acquisitions
• 12.3 Business Expansions
• 12.4 Partnerships and Collaborations

13 Appendix

• 13.1 Related Research