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데이터센터 가속기 시장 분석과 예측 : 유형, 제품, 서비스, 기술, 구성 요소, 용도, 전개, 최종 사용자, 기능(-2034년)
Data Center Accelerator Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Deployment, End User, Functionality
상품코드 : 1740652
리서치사 : Global Insight Services LLC
발행일 : 2025년 06월
페이지 정보 : 영문 342 Pages
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한글목차

데이터센터 가속기 시장은 2024년 212억 달러로 평가되었고, 2034년에는 1,343억 달러에 이르고, CAGR 약 20.3%로 성장할 것으로 예상됩니다. 내부 데이터 처리 효율과 속도를 향상시키기 위해 설계된 하드웨어 및 소프트웨어 솔루션을 포함합니다. 성능 컴퓨팅 작업을 위해 워크로드를 최적화합니다. 데이터 집약적 용도의 보급과 함께 성능 향상, 에너지 효율 및 대기 시간 단축의 필요성으로 인해 가속기 수요가 높습니다. 이 시장은 클라우드 컴퓨팅, 엣지 컴퓨팅, 고도 분석의 급증하는 수요를 지원하는 매우 중요한 시장으로, 혁신과 성장의 큰 기회를 가져오고 있습니다.

시장 개요 :

데이터센터 가속기 시장은 주로 컴퓨팅 능력 향상과 대규모 데이터 세트의 효율적인 처리에 대한 요구가 높아짐에 따라 강력한 성장을 이루고 있습니다. 그래픽 프로세싱 유닛(GPU)과 필드 프로그래머블 게이트 어레이(FPGA)가 최전선에 서서 주요 부문으로 부상하고 있습니다. 용도용 집적 회로(ASIC)와 같은 신흥 하위 부문이 인기를 끌고 있으며, 특정 계산 작업에 맞는 솔루션을 제공함으로써 성능과 에너지 효율을 향상시키고 있습니다. 이를 통해 원격 컴퓨팅 및 분산 컴퓨팅 솔루션에 대한 수요가 증가함에 따라 이러한 동향은 전체적으로 데이터센터 인프라의 혁신적인 변화를 강조하며 처리 능력과 운영 효율성을 크게 향상시킬 것입니다.

시장 세분화
유형 GPU, FPGA, ASIX, CPU
제품 고성능 컴퓨팅 가속기, 클라우드 데이터센터 가속기, 에지 데이터센터 가속기
서비스 컨설팅, 통합 및 배포, 유지보수 및 지원
기술 머신러닝, 딥러닝, 인공지능, 빅 데이터 분석
구성요소 프로세서, 메모리, 네트워크 구성 요소, 스토리지
용도 고성능 컴퓨팅, 인공지능, 데이터 분석
배포 On-Premise, 클라우드, 하이브리드
최종 사용자 기업, 클라우드 서비스 제공업체, 통신사, 정부 및 방위, 건강 관리
기능 컴퓨팅 가속, 스토리지 가속, 네트워크 가속

주요 동향과 촉진요인 :

데이터센터 가속기 시장은 고성능 컴퓨팅에 대한 수요의 급증으로 견고한 확대를 보이고 있습니다. 데이터센터에 대한 요구가 높아지고 가속기에 대한 투자가 증가하고 있습니다. 빅데이터 분석의 증가로 인해 기업들은 방대한 양의 데이터를 신속하고 정확하게 처리할 수 있는 솔루션을 모색하고 있습니다. 환경적 고려 사항이 시장에 영향을 미치고 있으며, 운영 비용과 탄소 발자국을 줄이기 위해 에너지 효율적인 가속기에 중점을 두고 있습니다. 데이터센터가 지속가능성 향상을 목표로 하는 가운데, 성능과 환경 배려의 균형이 잡힌 혁신적인 솔루션에 대한 수요가 높아지고 있습니다.

주요 억제요인과 도전:

데이터센터 가속기 시장은 현재 몇 가지 중요한 시장 성장 억제요인과 과제에 직면하고 있습니다. 기술 진화의 속도가 빠르기 때문에 빈번한 업그레이드가 필요하며 설비 투자 증가와 진부화의 가능성이 있습니다. 에서 표준화된 프로토콜이 없기 때문에 통합이 복잡해지고 원활한 배포와 상호 운용성이 방해받습니다. 큐리티 대책이 필요합니다. 마지막으로, 액셀러레이터 기술에 정통한 숙련 전문가의 부족이, 기업이 이러한 진보를 충분히 활용하는 능력을 제한해, 잠재적인 성장을 저해하고 있습니다.

목차

제1장 데이터센터 가속기 시장 개요

제2장 주요 요약

제3장 시장에 관한 중요 인사이트

제4장 데이터센터 가속기 시장 전망

제5장 데이터센터 가속기 시장 전략

제6장 데이터센터 가속기 시장 규모

제7장 데이터센터 가속기 시장 : 유형별

제8장 데이터센터 가속기 시장 : 제품별

제9장 데이터센터 가속기 시장 : 서비스별

제10장 데이터센터 가속기 시장 : 기술별

제11장 데이터센터 가속기 시장 : 구성 요소별

제12장 데이터센터 가속기 시장 : 용도별

제13장 데이터센터 가속기 시장 : 전개별

제14장 데이터센터 가속기 시장 : 최종 사용자별

제15장 데이터센터 가속기 시장 : 기능별

제16장 데이터센터 가속기 시장 : 지역별

제17장 경쟁 구도

제18장 기업 프로파일

SHW
영문 목차

영문목차

Data Center Accelerator Market is anticipated to expand from $21.2 billion in 2024 to $134.3 billion by 2034, growing at a CAGR of approximately 20.3%. The market encompasses hardware and software solutions designed to enhance data processing efficiency and speed within data centers. These accelerators, including GPUs, FPGAs, and ASICs, optimize workloads for AI, machine learning, and high-performance computing tasks. As data-intensive applications proliferate, the demand for accelerators grows, driven by the need for improved performance, energy efficiency, and reduced latency. This market is pivotal in supporting the burgeoning demands of cloud computing, edge computing, and advanced analytics, presenting significant opportunities for innovation and growth.

Market Overview:

The Data Center Accelerator Market is experiencing robust growth, primarily driven by the increasing need for enhanced computational capabilities and the efficient processing of large datasets. The hardware segment emerges as the leading segment, with Graphics Processing Units (GPUs) and Field Programmable Gate Arrays (FPGAs) at the forefront due to their unparalleled ability to accelerate complex workloads and support AI and machine learning applications. This dominance is attributed to their technological superiority in handling parallel processing tasks, which are essential for modern data-intensive operations. Emerging sub-segments such as Application-Specific Integrated Circuits (ASICs) are gaining traction, offering tailored solutions for specific computational tasks, thereby improving performance and energy efficiency. Additionally, the rise of cloud-based data center accelerators is notable, as they offer scalability and flexibility, catering to the growing demand for remote and distributed computing solutions. These trends collectively underscore a transformative shift in data center infrastructure, promising significant advancements in processing power and operational efficiency.

Market Segmentation
TypeGPU, FPGA, ASIC, CPU
ProductHigh-Performance Computing Accelerators, Cloud Data Center Accelerators, Edge Data Center Accelerators
ServicesConsulting, Integration and Deployment, Support and Maintenance
TechnologyMachine Learning, Deep Learning, Artificial Intelligence, Big Data Analytics
ComponentProcessors, Memory, Networking Components, Storage
ApplicationHigh-Performance Computing, Artificial Intelligence, Data Analytics
DeploymentOn-Premises, Cloud, Hybrid
End UserEnterprises, Cloud Service Providers, Telecommunication Companies, Government and Defense, Healthcare
FunctionalityCompute Acceleration, Storage Acceleration, Network Acceleration

Geographical Overview:

The data center accelerator market is witnessing substantial growth across various regions, each characterized by unique dynamics. North America stands at the forefront, driven by the swift adoption of AI technologies and significant investments in data center infrastructure. Major technology firms in this region are pioneering advancements in AI and cloud computing, further bolstering the market. Europe follows closely, where strong investments in AI research and development cultivate a robust ecosystem for data center accelerators. The regionu2019s focus on data privacy and security enhances its market attractiveness. This emphasis aligns with regulatory frameworks that prioritize consumer protection. In the Asia Pacific, the market is expanding rapidly, propelled by technological advancements and substantial investments in AI technologies. Cutting-edge data centers are being established to support the regionu2019s burgeoning digital economies. This growth reflects the increasing demand for high-performance computing solutions. Latin America and the Middle East & Africa are emerging markets with growing potential. Latin America is experiencing a surge in AI infrastructure investments. Meanwhile, the Middle East & Africa are acknowledging the critical role of data center accelerators in fostering economic growth and innovation.

Recent Developments:

The data center accelerator market has experienced noteworthy developments over the past three months. Nvidia announced a strategic partnership with Google Cloud to integrate its GPUs into Googleu2019s data centers, enhancing AI and machine learning capabilities. Intel unveiled its latest data center accelerator, the Intel Gaudi2, designed to optimize performance for AI workloads, signaling a competitive push against Nvidia's dominance. In a significant acquisition, AMD completed its purchase of Xilinx, aiming to bolster its data center accelerator offerings and expand its market share. Amazon Web Services revealed plans to expand its data center infrastructure with new accelerator technologies, focusing on energy efficiency and performance improvements. Lastly, Broadcom announced a collaboration with VMware to develop next-generation data center accelerators, emphasizing virtualization and cloud-native applications. These strategic moves highlight the dynamic nature of the data center accelerator market, driven by technological innovation and strategic partnerships aimed at enhancing computational efficiency and scalability.

Key Companies:

Graphcore, Samba Nova Systems, Groq, Wave Computing, Cerebras Systems, Mythic, Habana Labs, Blaize, Tenstorrent, Syntiant, Hailo, Kneron, Flex Logix, Kalray, Brain Chip Holdings, Lightmatter, Untether AI, Si Ma.ai, Accelera, Mipsology

Key Trends and Drivers:

The data center accelerator market is experiencing robust expansion due to the surging demand for high-performance computing. Key trends include the adoption of artificial intelligence and machine learning, which necessitate enhanced processing capabilities. The proliferation of cloud-based services is also driving the need for more efficient data centers, leading to increased investment in accelerators. Emerging technologies such as edge computing are further propelling market growth, as they require rapid data processing closer to the source. This shift is encouraging the deployment of accelerators to enhance computational efficiency. Additionally, the rise in big data analytics is pushing companies to seek solutions that can handle vast amounts of data swiftly and accurately. Environmental considerations are influencing the market, with a focus on energy-efficient accelerators to reduce operational costs and carbon footprints. As data centers aim to become more sustainable, there is a growing demand for innovative solutions that balance performance with eco-friendliness. Companies that can deliver cutting-edge, energy-efficient technologies are poised to capitalize on these opportunities.

Key Restraints and Challenges:

The Data Center Accelerator Market is currently contending with several significant restraints and challenges. A primary concern is the escalating cost of advanced accelerator hardware, which poses a barrier for smaller enterprises seeking to enhance computational capabilities. Additionally, the rapid pace of technological evolution necessitates frequent upgrades, leading to increased capital expenditure and potential obsolescence. Energy consumption remains a critical issue, as high-performance accelerators demand substantial power, raising operational costs and environmental concerns. Furthermore, the lack of standardized protocols across different platforms complicates integration, hindering seamless deployment and interoperability. Data security is another pressing challenge. The integration of accelerators can expose vulnerabilities, necessitating robust security measures to protect sensitive information. Lastly, the shortage of skilled professionals proficient in accelerator technologies limits the ability of organizations to fully leverage these advancements, thereby stifling potential growth. These factors collectively impede the market's expansion and adoption.

Sources:

U.S. Department of Energy - Office of Energy Efficiency and Renewable Energy, European Commission - Directorate-General for Communications Networks, Content and Technology, National Institute of Standards and Technology (NIST) - Information Technology Laboratory, International Telecommunication Union (ITU), United Nations Conference on Trade and Development (UNCTAD), Organisation for Economic Co-operation and Development (OECD) - Digital Economy Papers, U.S. National Science Foundation (NSF) - Computer and Information Science and Engineering, European Union Agency for Cybersecurity (ENISA), IEEE International Symposium on High-Performance Computer Architecture (HPCA), Association for Computing Machinery (ACM) - International Conference on Supercomputing, International Conference for High Performance Computing, Networking, Storage, and Analysis (SC Conference), International Telecommunication Union (ITU) - Global Symposium for Regulators, Internet Engineering Task Force (IETF), World Economic Forum - Global Future Council on Advanced Computing, The Linux Foundation - Open Source Summit, Stanford University - Center for Integrated Systems, Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory, University of California, Berkeley - Electrical Engineering and Computer Sciences Department, Carnegie Mellon University - School of Computer Science, University of Cambridge - Department of Computer Science and Technology

Research Scope:

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Data Center Accelerator Market Overview

2: Executive Summary

3: Premium Insights on the Market

4: Data Center Accelerator Market Outlook

5: Data Center Accelerator Market Strategy

6: Data Center Accelerator Market Size

7: Data Center Accelerator Market, by Type

8: Data Center Accelerator Market, by Product

9: Data Center Accelerator Market, by Services

10: Data Center Accelerator Market, by Technology

11: Data Center Accelerator Market, by Component

12: Data Center Accelerator Market, by Application

13: Data Center Accelerator Market, by Deployment

14: Data Center Accelerator Market, by End User

15: Data Center Accelerator Market, by Functionality

16: Data Center Accelerator Market, by Region

17: Competitive Landscape

18: Company Profiles

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