세계의 데이터센터 엑셀러레이터 시장 : 프로세서별, 용도별, 산업별, 유형별, 지역별 - 예측(-2029년)
Data Center Accelerator Market by Processor (GPU, CPU, ASIC, FPGA), Type (Cloud Data Center, HPC Data Center), Application (Deep Learning Training, Enterprise Inference), End-user (IT & Telecom, Healthcare, Energy) and Region - Global Forecast to 2029
상품코드:1512226
리서치사:MarketsandMarkets
발행일:2024년 07월
페이지 정보:영문 243 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
세계 데이터센터 엑셀러레이터 시장 규모는 2024년 1,099억 달러에 달했습니다.
이 시장은 2029년 3,729억 달러에 달할 것으로 예상되며, 예측 기간 동안 27.7%의 CAGR을 기록할 것으로 예상되며, AI 데이터센터의 병렬 컴퓨팅에 대한 관심이 높아짐에 따라 데이터센터 엑셀러레이터 시장의 성장을 촉진하고 있습니다. 반면, 비싼 가속기 가격은 데이터센터 엑셀러레이터 시장의 성장을 저해하는 요인으로 작용하고 있습니다.
조사 범위
조사 대상 연도
2020-2029년
기준 연도
2023년
예측 기간
2024-2029년
검토 단위
금액(10억 달러)
부문별
프로세서별, 용도별, 산업별, 유형별, 지역별
대상 지역
북미, 유럽, 아시아태평양 및 기타 지역
HPC 데이터센터 부문은 예측 기간 동안 7.7%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 고성능 컴퓨팅(HPC) 데이터센터의 데이터센터 엑셀러레이터에 대한 수요는 대규모의 복잡한 워크로드를 처리하기 위한 컴퓨팅 성능, 효율성 및 속도 향상에 대한 요구가 주도하고 있습니다. 이러한 수요 증가는 기업과 연구자들에게 확장 가능한 HPC 리소스를 제공하는 클라우드 컴퓨팅 서비스의 확대로 인해 더욱 가속화되고 있습니다. 또한, 빅데이터 분석과 사물인터넷(IoT)의 부상으로 인해 집중적인 워크로드를 지원하고 빠른 데이터 처리와 저장을 보장할 수 있는 견고하고 효율적인 데이터센터 인프라에 대한 수요가 증가하고 있습니다.
퍼블릭 클라우드 추론 분야는 예측 기간 동안 33.7%의 두 번째로 높은 CAGR로 성장할 것으로 예상됩니다. 퍼블릭 클라우드 추론은 특히 머신러닝과 인공지능을 위해 방대한 양의 데이터를 빠르고 효율적으로 처리해야 할 필요성이 증가하고 있습니다. 기업과 소비자들이 계속해서 더 많은 데이터를 생성하고 활용함에 따라, 퍼블릭 클라우드 인프라의 높은 성능과 확장성을 유지하기 위해 가속기에 대한 의존도가 더욱 중요해지고 있습니다.
이 보고서는 세계 데이터센터 엑셀러레이터 시장을 조사하여 프로세서별, 용도별, 산업별, 유형별, 지역별 동향, 시장 진입 기업 개요 등을 정리한 보고서입니다.
목차
제1장 소개
제2장 조사 방법
제3장 주요 요약
제4장 주요 인사이트
제5장 시장 개요
소개
시장 역학
고객 비즈니스에 영향을 미치는 동향/혼란
가격 분석
공급망 분석
생태계 분석
투자와 자금 조달 시나리오
기술 분석
특허 분석
무역 분석
2024-2025년의 주요 회의와 이벤트
사례 연구 분석
관세와 규제 상황
Porter's Five Forces 분석
주요 이해관계자와 구입 기준
제6장 데이터센터 엑셀러레이터 시장(프로세서별)
소개
그래픽 프로세서
CPU
ASIC
프로그래머블 로직
제7장 데이터센터 엑셀러레이터 시장(용도별)
소개
딥러닝 트레이닝
퍼블릭 클라우드 추론
기업용 추론
제8장 데이터센터 엑셀러레이터 시장(업계별)
소개
IT·통신
헬스케어
BFSI
정부
에너지
기타
제9장 데이터센터 엑셀러레이터 시장(유형별)
소개
클라우드 데이터센터
HPC 데이터센터
제10장 데이터센터 엑셀러레이터 시장(지역별)
소개
북미
유럽
아시아태평양
기타 지역
제11장 경쟁 상황
개요
주요 진출 기업 전략/비책, 2020-2024년
시장 점유율 분석, 2023년
매출 분석, 2020-2023년
기업 가치 평가와 재무 지표
브랜드/제품 비교
기업 평가 매트릭스 : 주요 진출 기업, 2023년
기업 평가 매트릭스 : 스타트업/중소기업, 2023년
경쟁 시나리오와 동향
제12장 기업 개요
주요 진출 기업
NVIDIA CORPORATION
INTEL CORPORATION
ADVANCED MICRO DEVICES, INC.
MICRON TECHNOLOGY, INC.
QUALCOMM TECHNOLOGY, INC.
IBM
ALPHABET INC.
MARVELL
DELL INC.
ACHRONIX SEMICONDUCTOR CORPORATION
기타 기업
GRAPHCORE
HUAWEI TECHNOLOGIES
FUJITSU
SKYWORKS SOLUTIONS, INC.
SAMBANOVA SYSTEMS, INC.
HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
NEC CORPORATION
LATTICE SEMICONDUCTOR
MICROCHIP TECHNOLOGY INC.
LEAPMIND INC.
QNAP SYSTEMS, INC.
MIPS
SYNOPSYS, INC.
SEMPTIAN
CISCO SYSTEMS, INC.
제13장 부록
ksm
영문 목차
영문목차
The global data center accelerator market was valued at USD 109.9 billion in 2024 and is projected to reach USD 372.9 billion by 2029; it is expected to register a CAGR of 27.7% during the forecast period. Rising focus on parallel computing in AI data centers is driving the growth of the data center accelerator market. Whereas premium pricing of accelerators is restraining the growth of the data center accelerator market.
Scope of the Report
Years Considered for the Study
2020-2029
Base Year
2023
Forecast Period
2024-2029
Units Considered
Value (USD Billion)
Segments
By Processor, Type, Application, End-user and Region
Regions covered
North America, Europe, APAC, RoW
"The HPC data center segment is expected to grow at the second highest CAGR during the forecast period."
The HPC data center segment is expected to exhibit the highest CAGR of 7.7% during the forecast. The demand for data center accelerators in high-performance computing (HPC) data centers is driven by the need for enhanced computational power, efficiency, and speed in processing large-scale, complex workloads. This surge is further fueled by the expansion of cloud computing services, which offer scalable HPC resources to businesses and researchers. Additionally, the rise of big data analytics and the Internet of Things (IoT) contribute to the demand for robust and efficient data center infrastructures capable of supporting intensive workloads and ensuring high-speed data processing and storage
The public cloud inference segment is likely to grow at the second higher CAGR during the forecast period
The public cloud inference segment is expected to grow at second higher CAGR of 33.7% during the forecast period. Public Cloud Inference is driven by the increasing need for rapid and efficient processing of vast amounts of data, especially for machine learning and artificial intelligence applications. As businesses and consumers continue to generate and utilize more data, the reliance on accelerators to maintain high performance and scalability in public cloud infrastructures is becoming more critical
"The Asia Pacific segment is likely to grow at the second highest CAGR during the forecast period."
The market in Asia Pacific is expected to witness the second highest CAGR of 28.4% during the forecast period. the region witnessed substantial investments in technology infrastructure, driven by both government initiatives and private enterprises aiming to establish robust data ecosystems. The rise of 5G networks further amplified data generation and processing requirements, necessitating efficient data center solutions.
Breakdown of primaries
The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
By Company Type - Tier 1 - 35%, Tier 2 - 45%, Tier 3 - 20%
By Region-North America - 40%, Europe - 20%, Asia Pacific - 30%, RoW - 10%
The data center accelerator market is dominated by a few globally established players such as NVIDIA Corporation (US), Advanced Micro Devices, Inc (US), Intel Corporation (US), Alphabet Inc. (US), Qualcomm Technology, Inc. (US), Micron Technology, Inc. (US), IBM Corporation (US), Marvell (US), Achronix Semiconductor Corporation (US), Dell Inc. (US). The study includes an in-depth competitive analysis of these key players in the data center accelerator market, with their company profiles, recent developments, and key market strategies.
Research Coverage:
The report segments the data center accelerator market and forecasts its size by technology, offering, device type, application, and region. The report also discusses the drivers, restraints, opportunities, and challenges pertaining to the market. It gives a detailed view of the market across four main regions-North America, Europe, Asia Pacific, and RoW. Supply chain analysis has been included in the report, along with the key players and their competitive analysis in the data center accelerator ecosystem.
Key Benefits to Buy the Report:
Analysis of key drivers (Increasing data volumes and pressing need for fast and efficient data processing, Growing demand for cloud-based services, Rising focus on parallel computing in AI data centers). Restraint (Premium pricing of accelerators, Shortage of AI hardware experts, Need for highly specialized infrastructure), Opportunity (Premium pricing of accelerators, Shortage of AI hardware experts, Need for highly specialized infrastructure), Challenges (Premium pricing of accelerators, Shortage of AI hardware experts, Need for highly specialized infrastructure)
Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the data center accelerator market.
Market Development: Comprehensive information about lucrative markets - the report analyses the data center accelerator market across varied regions
Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the data center accelerator market.
Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like NVIDIA Corporation (US), Advanced Micro Devices, Inc (US), Intel Corporation (US), Alphabet Inc. (US), Qualcomm Technology, Inc. (US), Micron Technology, Inc. (US), IBM Corporation (US), Marvell (US), Achronix Semiconductor Corporation (US), Dell Inc. (US) among others in the data center accelerator market.
TABLE OF CONTENTS
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 DATA CENTER ACCELERATOR MARKET SEGMENTATION AND REGIONAL SCOPE
1.3.2 YEARS CONSIDERED
1.3.3 INCLUSIONS AND EXCLUSIONS
1.4 CURRENCY CONSIDERED
1.5 UNITS CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 SUMMARY OF CHANGES
1.9 IMPACT OF RECESSION
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 2 DATA CENTER ACCELERATOR MARKET: RESEARCH DESIGN
2.1.1 SECONDARY AND PRIMARY RESEARCH
FIGURE 3 DATA CENTER ACCELERATOR MARKET: RESEARCH APPROACH
2.1.2 SECONDARY DATA
2.1.2.1 List of key secondary sources
2.1.2.2 Key data from secondary sources
2.1.3 PRIMARY DATA
2.1.3.1 List of primary interview participants
2.1.3.2 Breakdown of primaries
2.1.3.3 Key data from primary sources
2.1.3.4 Key industry insights
2.2 FACTOR ANALYSIS
2.2.1 SUPPLY-SIDE ANALYSIS
FIGURE 4 DATA CENTER ACCELERATOR MARKET: SUPPLY-SIDE ANALYSIS
FIGURE 5 REVENUE GENERATED FROM SALES OF DATA CENTER ACCELERATORS
FIGURE 6 DATA CENTER ACCELERATOR MARKET: REVENUE ANALYSIS OF NVIDIA CORPORATION
2.2.2 GROWTH FORECAST ASSUMPTIONS
TABLE 1 DATA CENTER ACCELERATOR MARKET: GROWTH FORECAST ASSUMPTIONS
2.3 MARKET SIZE ESTIMATION METHODOLOGY
2.3.1 BOTTOM-UP APPROACH
2.3.1.1 Approach to arrive at market size using bottom-up analysis (demand side)
FIGURE 7 DATA CENTER ACCELERATOR MARKET: BOTTOM-UP APPROACH
2.3.2 TOP-DOWN APPROACH
2.3.2.1 Approach to arrive at market size using top-down analysis (supply side)
FIGURE 8 DATA CENTER ACCELERATOR MARKET: TOP-DOWN APPROACH
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 9 DATA CENTER ACCELERATOR MARKET: DATA TRIANGULATION
2.5 RESEARCH ASSUMPTIONS
TABLE 2 DATA CENTER ACCELERATOR MARKET: RESEARCH ASSUMPTIONS
2.6 RESEARCH LIMITATIONS
2.7 RISK ASSESSMENT
TABLE 3 DATA CENTER ACCELERATOR MARKET: RISK ASSESSMENT
2.8 PARAMETERS CONSIDERED TO ANALYZE RECESSION IMPACT ON DATA CENTER ACCELERATOR MARKET
TABLE 4 PARAMETERS CONSIDERED TO ANALYZE RECESSION IMPACT ON DATA CENTER ACCELERATOR MARKET
3 EXECUTIVE SUMMARY
FIGURE 10 DATA CENTER ACCELERATOR MARKET, 2020-2029 (USD MILLION)
FIGURE 11 GPU SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 12 ENTERPRISE INFERENCE APPLICATION TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 13 HEALTHCARE VERTICAL TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 14 NORTH AMERICA TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR KEY PLAYERS IN DATA CENTER ACCELERATOR MARKET
FIGURE 15 INCREASING DATA VOLUMES AND PRESSING NEED FOR FAST AND EFFICIENT DATA PROCESSING TO DRIVE MARKET
4.2 DATA CENTER ACCELERATOR MARKET FOR GPU PROCESSORS, BY VERTICAL
FIGURE 16 IT & TELECOM SEGMENT TO SECURE LARGEST SHARE OF DATA CENTER ACCELERATOR MARKET FOR GPU PROCESSORS IN 2029
4.3 DATA CENTER ACCELERATOR MARKET FOR DEEP LEARNING TRAINING APPLICATION, BY PROCESSOR
FIGURE 17 GPU PROCESSORS TO DOMINATE MARKET FOR DEEP LEARNING TRAINING APPLICATION THROUGHOUT FORECAST PERIOD
4.4 DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY COUNTRY
FIGURE 18 CANADA TO RECORD HIGHEST CAGR IN NORTH AMERICAN MARKET DURING FORECAST PERIOD
4.5 DATA CENTER ACCELERATOR MARKET FOR CLOUD DATA CENTERS, BY REGION
FIGURE 19 ASIA PACIFIC TO WITNESS HIGHEST CAGR IN MARKET FOR CLOUD DATA CENTERS DURING FORECAST PERIOD
4.6 DATA CENTER ACCELERATOR MARKET, BY REGION
FIGURE 20 NORTH AMERICA TO HOLD LARGEST SHARE OF GLOBAL MARKET IN 2029
4.7 DATA CENTER ACCELERATOR MARKET, BY COUNTRY
FIGURE 21 CANADA TO RECORD HIGHEST CAGR IN GLOBAL MARKET DURING FORECAST PERIOD
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 22 DATA CENTER ACCELERATOR MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
FIGURE 23 IMPACT OF DRIVERS ON DATA CENTER ACCELERATOR MARKET
5.2.1.1 Increasing data volumes and pressing need for fast and efficient data processing
FIGURE 24 GLOBAL ANNUAL DATA GENERATION TREND, 2020-2025
5.2.1.2 Growing demand for cloud-based services
TABLE 5 COMPANIES OFFERING CLOUD SERVICES FOR DEEP/MACHINE LEARNING TOOLS AND SERVICES
5.2.1.3 Rising focus on parallel computing in AI data centers
5.2.1.4 Surging adoption of deep learning technology in big data analytics
5.2.1.5 Increasing demand for data center accelerators from enterprises and researchers
5.2.2 RESTRAINTS
FIGURE 25 IMPACT OF RESTRAINTS ON DATA CENTER ACCELERATOR MARKET
5.2.2.1 Premium pricing of accelerators
5.2.2.2 Shortage of AI hardware experts
5.2.2.3 Need for highly specialized infrastructure
5.2.3 OPPORTUNITIES
FIGURE 26 IMPACT OF OPPORTUNITIES ON DATA CENTER ACCELERATOR MARKET
5.2.3.1 Emergence of FPGA-based accelerators
5.2.3.2 Proliferation of MLaaS offerings
5.2.4 CHALLENGES
FIGURE 27 IMPACT OF CHALLENGES ON DATA CENTER ACCELERATOR MARKET
5.2.4.1 Unreliability of AI algorithms
5.2.4.2 Complex AI mechanisms
5.2.4.3 High energy consumption by data centers
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
FIGURE 28 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS
5.4 PRICING ANALYSIS
5.4.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY GPU
FIGURE 29 AVERAGE SELLING PRICE TREND OF GPU PROCESSORS OFFERED BY TOP PLAYERS
TABLE 6 AVERAGE SELLING PRICE TREND, BY PROCESSOR TYPE, 2018-2023 (USD)
5.4.2 AVERAGE SELLING PRICE TREND, BY REGION
TABLE 7 AVERAGE SELLING PRICE TREND OF DATA CENTER ACCELERATORS, BY REGION, 2019-2023 (USD)
5.5 SUPPLY CHAIN ANALYSIS
FIGURE 30 DATA CENTER ACCELERATOR MARKET: SUPPLY CHAIN ANALYSIS
5.6 ECOSYSTEM ANALYSIS
FIGURE 31 KEY PLAYERS IN DATA CENTER ACCELERATOR ECOSYSTEM
TABLE 8 ROLE OF COMPANIES IN DATA CENTER ACCELERATOR ECOSYSTEM
5.7 INVESTMENT AND FUNDING SCENARIO
FIGURE 32 INVESTMENT AND FUNDING SCENARIO
5.8 TECHNOLOGY ANALYSIS
5.8.1 KEY TECHNOLOGIES
5.8.1.1 Tensor processing unit (TPU)
5.8.2 COMPLEMENTARY TECHNOLOGIES
5.8.2.1 High-bandwidth memory (HBM)
5.8.3 ADJACENT TECHNOLOGIES
5.8.3.1 Artificial intelligence (AI)
5.8.3.2 Edge computing
5.9 PATENT ANALYSIS
TABLE 9 INNOVATIONS AND PATENT REGISTRATIONS, 2022-2023
FIGURE 33 LIST OF MAJOR PATENTS RELATED TO DATA CENTER ACCELERATORS, 2013-2023
FIGURE 34 LOCATION-BASED ANALYSIS OF PATENTS, 2013-2023
5.10 TRADE ANALYSIS
5.10.1 IMPORT DATA (HS CODE 847330)
FIGURE 35 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 10 IMPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
5.10.2 EXPORT DATA (HS CODE 847330)
FIGURE 36 EXPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 11 EXPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
5.11 KEY CONFERENCES AND EVENTS, 2024-2025
TABLE 12 KEY CONFERENCES AND EVENTS, 2024-2025
5.12 CASE STUDY ANALYSIS
5.12.1 NVIDIA AND OAK RIDGE NATIONAL LABORATORY COLLABORATE TO ACCELERATE SCIENTIFIC SIMULATIONS WITH GPU-POWERED SUPERCOMPUTING
5.12.2 XILINX POWERS ALIBABA CLOUD FAAS WITH AI ACCELERATION SOLUTION FOR E-COMMERCE BUSINESS
5.12.3 AMD'S ACCELERATOR CARD HELPS KUAISHOU OPTIMIZE ASR SERVICE
5.12.4 CLEMSON UNIVERSITY RESEARCHERS LEVERAGE NVIDIA NGC CONTAINERS TO SIMPLIFY HPC APPLICATION DEPLOYMENT AND FOCUS ON COMPLEX TASKS
5.13 TARIFF AND REGULATORY LANDSCAPE
5.13.1 TARIFF ANALYSIS
TABLE 13 MFN TARIFF FOR HS CODE 847330-COMPLIANT PRODUCTS EXPORTED BY US, 2023
5.13.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 14 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 15 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 16 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 17 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.13.3 REGULATORY STANDARDS
5.14 PORTER'S FIVE FORCES ANALYSIS
TABLE 18 IMPACT OF PORTER'S FIVE FORCES ON DATA CENTER ACCELERATOR MARKET
FIGURE 37 PORTER'S FIVE FORCES' ANALYSIS: DATA CENTER ACCELERATOR MARKET
5.14.1 THREAT OF NEW ENTRANTS
5.14.2 THREAT OF SUBSTITUTES
5.14.3 BARGAINING POWER OF SUPPLIERS
5.14.4 BARGAINING POWER OF BUYERS
5.14.5 INTENSITY OF COMPETITIVE RIVALRY
5.15 KEY STAKEHOLDERS AND BUYING CRITERIA
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 38 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION
TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION (%)
5.15.2 BUYING CRITERIA
FIGURE 39 KEY BUYING CRITERIA, BY APPLICATION
TABLE 20 KEY BUYING CRITERIA, BY APPLICATION
6 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR
6.1 INTRODUCTION
FIGURE 40 GPU SEGMENT TO COMMAND DATA CENTER ACCELERATOR MARKET THROUGHOUT FORECAST PERIOD
TABLE 21 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2020-2023 (USD MILLION)
TABLE 22 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2024-2029 (USD MILLION)
TABLE 23 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2020-2023 (THOUSAND UNIT)
TABLE 24 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2024-2029 (THOUSAND UNIT)
6.2 GPU
6.2.1 INTEGRATION INTO MACHINE LEARNING, VIDEO EDITING, AND GAMING APPLICATIONS TO FOSTER MARKET GROWTH
TABLE 25 GPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
TABLE 26 GPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
FIGURE 41 HEALTHCARE VERTICAL TO RECORD HIGHEST CAGR IN DATA CENTER ACCELERATOR MARKET FOR GPU DURING FORECAST PERIOD
TABLE 27 GPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2020-2023 (USD MILLION)
TABLE 28 GPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
6.3 CPU
6.3.1 NETWORK SECURITY, VIRTUALIZATION, AND VIDEO PROCESSING APPLICATIONS TO CONTRIBUTE TO SEGMENTAL GROWTH
FIGURE 42 DEEP LEARNING TRAINING SEGMENT TO CAPTURE LARGEST MARKET SHARE OF CPU PROCESSORS FROM 2024 TO 2029
TABLE 29 CPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
TABLE 30 CPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
TABLE 31 CPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2020-2023 (USD MILLION)
TABLE 32 CPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
6.4 ASIC
6.4.1 VIDEO TRANSCODING AND CRYPTOCURRENCY MINING APPLICATIONS TO BOOST DEMAND
TABLE 33 ASIC: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
TABLE 34 ASIC: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
FIGURE 43 IT & TELECOM VERTICAL TO HOLD LARGEST MARKET SHARE OF ASIC PROCESSORS IN 2029
TABLE 35 ASIC: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2020-2023 (USD MILLION)
TABLE 36 ASIC: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
6.5 FPGA
6.5.1 UTILIZATION IN FIELD MACHINE LEARNING INFERENCE AND VIDEO ALGORITHMS TO FUEL SEGMENTAL GROWTH
FIGURE 44 ENTERPRISE INFERENCE APPLICATION TO RECORD HIGHEST CAGR IN MARKET FOR FPGA PROCESSORS DURING FORECAST PERIOD
TABLE 37 FPGA: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
TABLE 38 FPGA: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
TABLE 39 FPGA: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2020-2023 (USD MILLION)
TABLE 40 FPGA: DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
7 DATA CENTER ACCELERATOR MARKET, BY APPLICATION
7.1 INTRODUCTION
FIGURE 45 DEEP LEARNING TRAINING SEGMENT TO HOLD LARGEST MARKET SHARE IN 2029
TABLE 41 DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
TABLE 42 DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
7.2 DEEP LEARNING TRAINING
7.2.1 USE OF DEEP LEARNING IN VOICE RECOGNITION, FRAUD DETECTION, AND MOTION DETECTION APPLICATIONS TO DRIVE MARKET
TABLE 43 DEEP LEARNING TRAINING: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2020-2023 (USD MILLION)
TABLE 44 DEEP LEARNING TRAINING: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2024-2029 (USD MILLION)
7.3 PUBLIC CLOUD INFERENCE
7.3.1 SCALABILITY AND COST-EFFICIENCY FEATURES TO BOOST DEMAND
TABLE 45 PUBLIC CLOUD INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2020-2023 (USD MILLION)
TABLE 46 PUBLIC CLOUD INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2024-2029 (USD MILLION)
7.4 ENTERPRISE INFERENCE
7.4.1 NEED FOR SCALABILITY AND QUICK DECISION-MAKING TO AVOID COSTLY DOWNTIMES AND LOSSES TO ACCELERATE MARKET GROWTH
TABLE 47 ENTERPRISE INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2020-2023 (USD MILLION)
TABLE 48 ENTERPRISE INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR, 2024-2029 (USD MILLION)
8 DATA CENTER ACCELERATOR MARKET, BY VERTICAL
8.1 INTRODUCTION
FIGURE 46 IT & TELECOM SEGMENT TO ACCOUNT FOR MAJORITY OF MARKET SHARE THROUGHOUT FORECAST PERIOD
TABLE 49 DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2020-2023 (USD MILLION)
TABLE 50 DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
8.2 IT & TELECOM
8.2.1 NETWORK FUNCTION VIRTUALIZATION AND SOFTWARE-DEFINED NETWORKING TRENDS TO CREATE LUCRATIVE OPPORTUNITIES
8.3 HEALTHCARE
8.3.1 GENOMIC SEQUENCING, MEDICAL IMAGING, AND DRUG DISCOVERY APPLICATIONS TO BOOST DEMAND
8.4 BFSI
8.4.1 HIGH-FREQUENCY TRADING, RISK MODELING, AND FRAUD DETECTION REQUIREMENTS TO FOSTER MARKET GROWTH
8.5 GOVERNMENT
8.5.1 NATIONAL SECURITY, SURVEILLANCE, AND RISK MANAGEMENT APPLICATIONS TO AUGMENT DEMAND
8.6 ENERGY
8.6.1 NEED FOR SECURITY MEASURES TO SAFEGUARD AGAINST CYBERATTACKS TO AUGMENT MARKET GROWTH
8.7 OTHER VERTICALS
9 DATA CENTER ACCELERATOR MARKET, BY TYPE
9.1 INTRODUCTION
FIGURE 47 CLOUD DATA CENTERS TO DOMINATE DATA CENTER ACCELERATOR MARKET THROUGHOUT FORECAST PERIOD
TABLE 51 DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 52 DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
9.2 CLOUD DATA CENTERS
9.2.1 RISING USE OF AI AND MI IN TRAINING AND INFERENCE TASKS IN DATA CENTERS TO BOOST DEMAND FOR ACCELERATORS
FIGURE 48 NORTH AMERICA TO HOLD LARGEST SHARE OF CLOUD DATA CENTER MARKET IN 2029
TABLE 53 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET, BY REGION, 2020-2023 (USD MILLION)
TABLE 54 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET, BY REGION, 2024-2029 (USD MILLION)
TABLE 55 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 56 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 57 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN EUROPE, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 58 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN EUROPE, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 59 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 60 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 61 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ROW, BY REGION, 2020-2023 (USD MILLION)
TABLE 62 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ROW, BY REGION, 2024-2029 (USD MILLION)
TABLE 63 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA, BY REGION, 2020-2023 (USD MILLION)
TABLE 64 CLOUD DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA, BY REGION, 2024-2029 (USD MILLION)
9.3 HPC DATA CENTERS
9.3.1 INCREASING ADOPTION OF HPC TO RUN ALGORITHMS REQUIRING COMPLEX ANALYTICS TO FUEL MARKET GROWTH
FIGURE 49 ASIA PACIFIC TO BE FASTEST-GROWING MARKET FOR HPC DATA CENTERS DURING FORECAST PERIOD
TABLE 65 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET, BY REGION, 2020-2023 (USD MILLION)
TABLE 66 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET, BY REGION, 2024-2029 (USD MILLION)
TABLE 67 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 68 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 69 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN EUROPE, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 70 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN EUROPE, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 71 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 72 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 73 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ROW, BY REGION, 2020-2023 (USD MILLION)
TABLE 74 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN ROW, BY REGION, 2024-2029 (USD MILLION)
TABLE 75 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA, BY REGION, 2020-2023 (USD MILLION)
TABLE 76 HPC DATA CENTERS: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA, BY REGION, 2024-2029 (USD MILLION)
10 DATA CENTER ACCELERATOR MARKET, BY REGION
10.1 INTRODUCTION
FIGURE 50 NORTH AMERICA TO DOMINATE GLOBAL DATA CENTER ACCELERATOR MARKET FROM 2024 TO 2029
TABLE 77 DATA CENTER ACCELERATOR MARKET, BY REGION, 2020-2023 (USD MILLION)
TABLE 78 DATA CENTER ACCELERATOR MARKET, BY REGION, 2024-2029 (USD MILLION)
10.2 NORTH AMERICA
10.2.1 RECESSION IMPACT ON DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA
FIGURE 51 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET SNAPSHOT
TABLE 79 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 80 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 81 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 82 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.2.2 US
10.2.2.1 Rising deployment of cloud computing technologies to scale IT operations to boost market growth
TABLE 83 US: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 84 US: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.2.3 CANADA
10.2.3.1 Increasing research funding in AI institutions to foster market growth
TABLE 85 CANADA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 86 CANADA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.2.4 MEXICO
10.2.4.1 Mounting investment in hyper-scale cloud platforms to augment market growth
TABLE 87 MEXICO: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 88 MEXICO: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.3 EUROPE
10.3.1 RECESSION IMPACT ON DATA CENTER ACCELERATOR MARKET IN EUROPE
FIGURE 52 EUROPE: DATA CENTER ACCELERATOR MARKET SNAPSHOT
TABLE 89 EUROPE: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 90 EUROPE: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 91 EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 92 EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.3.2 GERMANY
10.3.2.1 Increasing preference for cloud computing and colocation services to accelerate market growth
TABLE 93 GERMANY: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 94 GERMANY: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.3.3 UK
10.3.3.1 Burgeoning demand for AI and cloud technologies to drive market
TABLE 95 UK: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 96 UK: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.3.4 FRANCE
10.3.4.1 Rising government initiatives to promote digital innovation to facilitate market growth
TABLE 97 FRANCE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 98 FRANCE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.3.5 REST OF EUROPE
TABLE 99 REST OF EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 100 REST OF EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.4 ASIA PACIFIC
10.4.1 RECESSION IMPACT ON DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC
FIGURE 53 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET SNAPSHOT
TABLE 101 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
TABLE 102 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
TABLE 103 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 104 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.4.2 CHINA
10.4.2.1 Increasing deployment of big data analytics and high-performance computing technologies to drive market
TABLE 105 CHINA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 106 CHINA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.4.3 INDIA
10.4.3.1 Rising initiatives to modernize IT infrastructure using cloud services to fuel market growth
TABLE 107 INDIA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 108 INDIA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.4.4 JAPAN
10.4.4.1 Increasing construction of green data centers to achieve carbon-neutral society to boost demand
TABLE 109 JAPAN: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 110 JAPAN: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.4.5 REST OF ASIA PACIFIC
TABLE 111 REST OF ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 112 REST OF ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.5 ROW
10.5.1 RECESSION IMPACT ON DATA CENTER ACCELERATOR MARKET IN ROW
TABLE 113 ROW: DATA CENTER ACCELERATOR MARKET, BY REGION, 2020-2023 (USD MILLION)
TABLE 114 ROW: DATA CENTER ACCELERATOR MARKET, BY REGION, 2024-2029 (USD MILLION)
TABLE 115 ROW: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 116 ROW: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.5.2 SOUTH AMERICA
10.5.2.1 Rising emphasis on supporting local cloud operations to contribute to market growth
TABLE 117 SOUTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 118 SOUTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
10.5.3 MIDDLE EAST & AFRICA
10.5.3.1 Increasing deployment of cloud computing technologies to augment market growth
TABLE 119 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2020-2023 (USD MILLION)
TABLE 120 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2024-2029 (USD MILLION)
TABLE 121 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET, BY REGION, 2020-2023 (USD MILLION)
TABLE 122 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET, BY REGION, 2024-2029 (USD MILLION)
10.5.3.2 GCC countries
10.5.3.3 Africa & Rest of Middle East
11 COMPETITIVE LANDSCAPE
11.1 OVERVIEW
11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020-2024
TABLE 123 DATA CENTER ACCELERATOR MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS
11.3 MARKET SHARE ANALYSIS, 2023
FIGURE 54 DATA CENTER ACCELERATOR MARKET SHARE ANALYSIS, 2023
TABLE 124 DATA CENTER ACCELERATOR MARKET: DEGREE OF COMPETITION, 2023
11.4 REVENUE ANALYSIS, 2020-2023
FIGURE 55 DATA CENTER ACCELERATOR MARKET: REVENUE ANALYSIS OF TOP PLAYERS, 2020-2023
11.5 COMPANY VALUATION AND FINANCIAL METRICS
FIGURE 56 COMPANY VALUATION (USD BILLION)
FIGURE 57 FINANCIAL METRICS (EV/EBITDA), 2023
11.6 BRAND/PRODUCT COMPARISON
FIGURE 58 DATA CENTER ACCELERATOR MARKET: BRAND/PRODUCT COMPARISON
11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
11.7.1 STARS
11.7.2 EMERGING LEADERS
11.7.3 PERVASIVE PLAYERS
11.7.4 PARTICIPANTS
FIGURE 59 DATA CENTER ACCELERATOR MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
11.7.5 COMPANY FOOTPRINT
11.7.5.1 Company footprint
FIGURE 60 DATA CENTER ACCELERATOR MARKET: COMPANY FOOTPRINT
11.7.5.2 Type footprint
TABLE 125 DATA CENTER ACCELERATOR MARKET: TYPE FOOTPRINT
11.7.5.3 Processor footprint
TABLE 126 DATA CENTER ACCELERATOR MARKET: PROCESSOR FOOTPRINT
11.7.5.4 Application footprint
TABLE 127 DATA CENTER ACCELERATOR MARKET: APPLICATION FOOTPRINT
11.7.5.5 Vertical footprint
TABLE 128 DATA CENTER ACCELERATOR MARKET: VERTICAL FOOTPRINT
11.7.5.6 Region footprint
TABLE 129 DATA CENTER ACCELERATOR MARKET: REGION FOOTPRINT
11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
11.8.1 PROGRESSIVE COMPANIES
11.8.2 RESPONSIVE COMPANIES
11.8.3 DYNAMIC COMPANIES
11.8.4 STARTING BLOCKS
FIGURE 61 DATA CENTER ACCELERATOR MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)** might not be captured in case of unlisted companies.
