← 產業報告目錄
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 2030
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報告摘要
The data center accelerator market is projected to reach USD 170.81 billion in 2025 and USD 372.68 billion by 2030, registering a CAGR of 16.9% between 2025 and 2030. Strong demand for high-performance computing, artificial intelligence, and big data analytics fuels the market growth, prompting enterprises, hyperscale cloud operators, and research institutions to adopt GPUs, FPGAs, and ASICs. Advancements in accelerator architectures, energy-efficient designs, and AI-optimized software frameworks enhance processing speed, workload efficiency, and scalability across heterogeneous computing environments. Rising investments in hyperscale and edge data centers and the increasing cloud adoption further support market expansion. However, high equipment costs, integration complexities with legacy systems, and rapid technology obsolescence may constrain adoption. Overcoming these challenges through modular solutions, standardization, and strategic partnerships will be key to sustaining long-term growth and strengthening the role of accelerators in modern data center infrastructure.
“By type, the enterprise data center segment is expected to register the highest CAGR between 2025 and 2030.”
The enterprise data center segment is projected to witness the highest CAGR during the forecast period, driven by the increasing adoption of artificial intelligence (AI), machine learning (ML), and big data analytics across business-critical operations. Enterprise data centers require high-performance computing capabilities to handle massive data volumes, complex algorithms, and real-time decision-making, making accelerators such as GPUs, FPGAs, and ASICs indispensable. These technologies significantly enhance computational speed, energy efficiency, and workload optimization, enabling enterprises to achieve higher productivity and lower operational costs. The growing digital transformation trend across industries such as banking, healthcare, manufacturing, and retail further propels demand, as organizations seek advanced infrastructure to support predictive analytics, automation, and customer-centric services. Moreover, the rising deployment of hybrid and multi-cloud environments within enterprises emphasizes the need for accelerators to ensure seamless scalability, low-latency performance, and robust security. With the convergence of AI-driven workloads and business applications, enterprise data centers emerge as a focal point for accelerator adoption, positioning this segment as a critical driver for the overall data center accelerator market.
“Based on vertical, the IT & telecom segment is projected to account for the largest market share in 2030.”
The IT & telecom segment is expected to hold the largest share of the data center accelerator market in 2030, driven by the exponential growth of data-intensive applications and the rising adoption of cloud computing and 5G networks. With the rapid expansion of hyperscale data centers and edge infrastructure, IT and telecom providers increasingly deploy accelerators such as GPUs, FPGAs, and ASICs to handle massive computational workloads with greater efficiency and reduced latency. These accelerators enable faster data processing, enhanced storage optimization, and real-time analytics, which are critical to supporting high-bandwidth services, video streaming, artificial intelligence, and Internet of Things (IoT) applications. Moreover, the transition to 5G and upcoming 6G technologies significantly amplifies network traffic, creating a strong need for advanced acceleration to ensure seamless connectivity and service quality. The segment also benefits from ongoing investments in digital transformation and the push toward software-defined infrastructure, which relies heavily on specialized hardware to optimize performance. As enterprises and service providers prioritize energy efficiency, scalability, and cost-effectiveness, the integration of accelerators within IT and telecom environments is set to intensify, positioning this vertical as a dominant force in shaping the global data center accelerator market.
“Asia Pacific is projected to exhibit the highest CAGR from 2025 to 2030.”
During the forecast period, Asia Pacific is expected to register the highest CAGR in the data center accelerator market during the forecast period, driven by rapid digital transformation, the increasing adoption of cloud computing, and the growing deployment of artificial intelligence and big data analytics. Key countries, such as China, India, Japan, and South Korea, are witnessing significant investments in hyperscale and edge data centers, fueled by supportive government initiatives promoting digital economies, 5G networks, and smart infrastructure. Rising demand from e-commerce, telecommunications, and financial services accelerates the adoption of GPUs, FPGAs, and ASICs to enable low-latency, energy-efficient, and high-performance computing. Furthermore, advancements in accelerator technologies and declining costs of high-performance hardware enhance scalability and operational efficiency for enterprises across the region. The strong focus on innovation, combined with increasing enterprise reliance on data-intensive applications, positions it as a key growth driver in the global market, shaping the region’s role in the evolution of next-generation digital infrastructure.
The break-up of the profile of primary participants in the data center accelerator market-
• By Company Type: Tier 1 – 35%, Tier 2 – 45%, Tier 3 – 20%
• By Designation: C-Level Executives – 40%, Directors – 30%, Others – 30%
• By Region: North America – 40%, Europe – 20%, Asia Pacific – 30%, RoW – 10%
Note: Other designations include sales, marketing, and product managers.
The three tiers of the companies are based on their total revenues as of 2024: Tier 1: >USD 1 billion, Tier 2: USD 500 million-1 billion, and Tier 3: USD 500 million.
The major players in the data center accelerator market with a significant global presence include NVIDIA Corporation (US), Intel Corporation (US), Advanced Micro Devices, Inc. (US), Alphabet, Inc. (US), and Amazon Web Services, Inc. (US).
Research Coverage
The report segments the data center accelerator market and forecasts its size by function, processor type, vertical, type, and region. It also comprehensively reviews drivers, restraints, opportunities, and challenges influencing market growth. The report covers qualitative aspects in addition to quantitative aspects of the market.
Reasons to buy the report:
The report will help the market leaders/new entrants with information on the closest approximate revenues for the overall data center accelerator market and related segments. This report will help stakeholders understand the competitive landscape and gain more insights to strengthen their position in the market and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, opportunities, and challenges.
The report provides insights into the following pointers:
• Analysis of key drivers (rise in generative AI workloads, scaling machine learning via cloud-based accelerators for enterprise data centers, hybrid edge acceleration driving real-time low-latency inference workloads), restraints (high total cost of ownership limiting scalable deployment of data center accelerators, supply chain and packaging constraints hindering accelerator scalability, power and thermal constraints limiting scalable data center accelerator deployment), opportunities (use of FPGA and custom silicon accelerators to unlock high-performance, energy-efficient AI deployment, accelerator-as-a-service and subscription models enabling scalable AI deployment, hardware-software co-design and interconnect standardization accelerating AI workload efficiency), and challenges (power and cooling inefficiencies constraining scalable deployment of AI data center accelerators, addressing architectural fragmentation and integration challenges in AI accelerators, geopolitical and trade risks disrupting global AI accelerator supply chains)
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and strategies such as new product launches/developments, collaborations, partnerships, and acquisitions 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, untapped geographies, recent developments, and investments in the data center accelerator market
• Competitive Assessment: In-depth assessment of market shares, growth strategies, and product offerings of leading players, including NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), Alphabet, Inc. (US), Amazon Web Services, Inc. (US), Qualcomm Technologies, Inc. (US), Marvell (US), Achronix Semiconductor Corporation (US), Broadcom (US), and Graphcore, Ltd. (UK)
目錄 Table of Contents
1 INTRODUCTION 24
1.1 STUDY OBJECTIVES 24
1.2 MARKET DEFINITION 24
1.3 STUDY SCOPE 25
1.3.1 MARKETS COVERED AND REGIONAL SCOPE 25
1.3.2 YEARS CONSIDERED 26
1.3.3 INCLUSIONS AND EXCLUSIONS 26
1.4 CURRENCY CONSIDERED 27
1.5 UNITS CONSIDERED 27
1.6 LIMITATIONS 27
1.7 STAKEHOLDERS 27
1.8 SUMMARY OF CHANGES 28
2 RESEARCH METHODOLOGY 29
2.1 RESEARCH DATA 29
2.1.1 SECONDARY AND PRIMARY RESEARCH 31
2.1.2 SECONDARY DATA 31
2.1.2.1 List of key secondary sources 32
2.1.2.2 Key data from secondary sources 32
2.1.3 PRIMARY DATA 32
2.1.3.1 List of primary interview participants 33
2.1.3.2 Breakdown of primaries 33
2.1.3.3 Key data from primary sources 34
2.1.3.4 Key industry insights 34
2.2 FACTOR ANALYSIS 35
2.2.1 SUPPLY-SIDE ANALYSIS 35
2.2.2 GROWTH FORECAST ASSUMPTIONS 36
2.3 MARKET SIZE ESTIMATION METHODOLOGY 37
2.3.1 BOTTOM-UP APPROACH 37
2.3.1.1 Approach to arrive at market size using bottom-up analysis
(demand side) 37
2.3.2 TOP-DOWN APPROACH 38
2.3.2.1 Approach to arrive at market size using top-down analysis
(supply side) 38
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 39
2.5 RESEARCH ASSUMPTIONS 40
2.6 RISK ANALYSIS 40
3 EXECUTIVE SUMMARY 41
4 PREMIUM INSIGHTS 46
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA CENTER ACCELERATOR MARKET 46
4.2 DATA CENTER ACCELERATOR MARKET, BY FUNCTION 46
4.3 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 47
4.4 DATA CENTER ACCELERATOR MARKET, BY VERTICAL 47
4.5 DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE 48
4.6 DATA CENTER ACCELERATOR MARKET, BY REGION 48
4.7 DATA CENTER ACCELERATOR MARKET, BY GEOGRAPHY 49
5 MARKET OVERVIEW 50
5.1 INTRODUCTION 50
5.2 MARKET DYNAMICS 50
5.2.1 DRIVERS 51
5.2.1.1 Evolving real estate strategies amid rise of AI-optimized data centers 51
5.2.1.2 Increasing deployment of MLaaS platform to meet performance, security, and compliance requirements 51
5.2.1.3 Growing adoption of hybrid and edge acceleration strategies to achieve real-time low-latency inference 52
5.2.2 RESTRAINTS 53
5.2.2.1 Limited adoption of accelerators due to high cost of ownership 53
5.2.3 OPPORTUNITIES 54
5.2.3.1 Revival of FPGAs and availability of customized and domain-specific accelerators 54
5.2.3.2 Rise of AaaS and subscription-based models enabling scalable AI deployment 55
5.2.3.3 Integration of standardized interfaces and co-designed accelerators 55
5.2.4 CHALLENGES 56
5.2.4.1 Thermal, power- , and infrastructure-related issues 56
5.2.4.2 Addressing architectural fragmentation issues and complexities associated with software integration 57
5.2.4.3 Supply chain disruptions and packaging constraints due to geopolitical tensions 58
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 59
5.4 PRICING ANALYSIS 60
5.4.1 INDICATIVE PRICING OF DATA CENTER GPUS OFFERED BY KEY PLAYERS,
BY FUNCTION, 2024 60
5.4.2 AVERAGE SELLING PRICE TREND OF DATA CENTER GPUS,
BY REGION, 2021–2024 60
5.4.3 PRICING TREND OF DATA CENTER GPUS, BY REGION, 2021–2024 61
5.5 SUPPLY CHAIN ANALYSIS 61
5.6 ECOSYSTEM ANALYSIS 63
5.7 INVESTMENT AND FUNDING SCENARIO 64
5.8 TECHNOLOGY ANALYSIS 65
5.8.1 KEY TECHNOLOGIES 65
5.8.1.1 Application-specific integrated circuits (ASICs) 65
5.8.1.2 General-purpose AI GPUs 65
5.8.1.3 Infrastructure/IO accelerators (DPUs, IPUs, SmartNICs) 66
5.8.2 COMPLEMENTARY TECHNOLOGIES 66
5.8.2.1 High-bandwidth memory (HBM) 66
5.8.2.2 Advanced semiconductor packaging technologies 67
5.8.2.3 High-performance interconnects and fabric technologies 67
5.8.2.4 Compute Express Link (CXL 3.x Standard) 67
5.8.2.5 Universal Chiplet Interconnect Express (UCIe Standard) 68
5.8.3 ADJACENT TECHNOLOGIES 68
5.8.3.1 Artificial intelligence (AI) and generative AI software stacks 68
5.8.3.2 Edge computing 69
5.9 PATENT ANALYSIS 69
5.10 TRADE ANALYSIS 72
5.10.1 IMPORT SCENARIO (HS CODE 8473) 73
5.10.2 EXPORT SCENARIO (HS CODE 8473) 74
5.11 KEY CONFERENCES AND EVENTS, 2025–2026 75
5.12 CASE STUDY ANALYSIS 75
5.12.1 NVIDIA AND OAK RIDGE NATIONAL LABORATORY COLLABORATE TO ACCELERATE SCIENTIFIC SIMULATIONS WITH GPU-POWERED SUPERCOMPUTING 75
5.12.2 XILINX POWERS ALIBABA CLOUD FAAS WITH AI ACCELERATION SOLUTION FOR E-COMMERCE BUSINESS 76
5.12.3 AMD’S ACCELERATOR CARD HELPS KUAISHOU OPTIMIZE ASR SERVICE 76
5.12.4 CLEMSON UNIVERSITY RESEARCHERS LEVERAGE NVIDIA NGC CONTAINERS TO SIMPLIFY HPC APPLICATION DEPLOYMENT AND FOCUS ON COMPLEX TASKS 76
5.13 TARIFF AND REGULATORY LANDSCAPE 77
5.13.1 TARIFF ANALYSIS (HS CODE 8473) 77
5.13.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77
5.13.3 REGULATORY STANDARDS 79
5.14 PORTER’S FIVE FORCES ANALYSIS 79
5.14.1 THREAT OF NEW ENTRANTS 80
5.14.2 THREAT OF SUBSTITUTES 81
5.14.3 BARGAINING POWER OF SUPPLIERS 81
5.14.4 BARGAINING POWER OF BUYERS 81
5.14.5 INTENSITY OF COMPETITIVE RIVALRY 81
5.15 KEY STAKEHOLDERS AND BUYING CRITERIA 82
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 82
5.15.2 BUYING CRITERIA 83
5.16 IMPACT OF AI/GEN AI ON DATA CENTER ACCELERATOR MARKET 83
5.17 IMPACT OF 2025 US TARIFF ON DATA CENTER ACCELERATOR MARKET - OVERVIEW 85
5.17.1 PRICE IMPACT ANALYSIS 85
5.17.2 KEY IMPACTS ON VARIOUS COUNTRIES/REGIONS 86
5.17.2.1 US 86
5.17.2.2 Europe 86
5.17.2.3 Asia Pacific 86
5.17.3 IMPACT ON VERTICALS 87
6 DEPLOYMENT MODES OF DATA CENTER ACCELERATORS 88
6.1 INTRODUCTION 88
6.2 ON-PREMISES 88
6.3 CLOUD-BASED/ACCELERATOR-AS-A-SERVICE MODEL 89
6.4 HYBRID 90
7 APPLICATIONS OF DATA CENTER ACCELERATORS 91
7.1 INTRODUCTION 91
7.2 DEEP LEARNING TRAINING 91
7.3 GENERATIVE AI TRAINING AND INFERENCE 91
7.4 PUBLIC CLOUD INFERENCE 92
7.5 ENTERPRISE INFERENCE 92
7.6 HIGH-PERFORMANCE COMPUTING WORKLOADS 93
8 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 94
8.1 INTRODUCTION 95
8.2 GPU 97
8.2.1 HIGH MEMORY BANDWIDTH, LOW-LATENCY COMPUTATION, AND SCALABLE PARALLEL PROCESSING CAPABILITIES TO BOOST DEMAND 97
8.2.2 GPU AS A SERVICE (GPUAAS) 99
8.3 CPU 99
8.3.1 ELEVATING USE OF NEXT-GENERATION CPU ARCHITECTURES FOR AI WORKLOADS TO FACILITATE MARKET GROWTH 99
8.4 ASIC 101
8.4.1 COST AND ENERGY ADVANTAGES TO SPIKE DEMAND 101
8.5 FPGA 103
8.5.1 INTEGRATION WITH AI ORCHESTRATION AND RESOURCE MANAGEMENT PLATFORMS TO FUEL SEGMENTAL GROWTH 103
9 DATA CENTER ACCELERATOR MARKET, BY FUNCTION 106
9.1 INTRODUCTION 107
9.2 TRAINING 108
9.2.1 ESCALATING ADOPTION OF GENERATIVE AI AND DEEP LEARNING TO FUEL SEGMENTAL GROWTH 108
9.3 INFERENCE 109
9.3.1 RISING FOCUS ON IMPROVING OPERATIONAL EFFICIENCY AND RISK MITIGATION TO FOSTER SEGMENTAL GROWTH 109
10 DATA CENTER ACCELERATOR MARKET, BY VERTICAL 111
10.1 INTRODUCTION 112
10.2 IT & TELECOM 113
10.2.1 RAPID EXPANSION OF EDGE COMPUTING AND AI-DRIVEN WORKLOADS TO ACCELERATE DEMAND 113
10.3 HEALTHCARE 115
10.3.1 AI-DRIVEN HEALTHCARE TRANSFORMATION FUELED BY ACCELERATED GENOMICS AND IMAGING WORKLOADS TO PROPEL MARKET 115
10.4 BFSI 116
10.4.1 PRESSING NEED FOR REAL-TIME FRAUD DETECTION TO SPIKE DEPLOYMENT 116
10.5 GOVERNMENT 117
10.5.1 RISING ADOPTION OF AI/ML MODELS FOR PREDICTIVE GOVERNANCE TO FOSTER MARKET GROWTH 117
10.6 ENERGY 119
10.6.1 RISING FOCUS ON IMPROVING SMART GRID EFFICIENCY TO CREATE OPPORTUNITIES 119
10.7 AUTOMOTIVE 120
10.7.1 INCREASING COMPLEXITY OF AUTONOMOUS AND CONNECTED VEHICLE SYSTEMS TO SPUR DEMAND 120
10.8 RETAIL & E-COMMERCE 121
10.8.1 HIGH EMPHASIS ON AI-DRIVEN FRAUD DETECTION AND SUPPLY CHAIN OPTIMIZATION TO SUPPORT MARKET GROWTH 121
10.9 OTHER VERTICALS 122
11 DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE 124
11.1 INTRODUCTION 125
11.2 CLOUD 126
11.2.1 POTENTIAL TO PERFORM COMPLEX COMPUTATIONAL TASKS WITHOUT MAINTAINING ON-SITE HARDWARE TO SPIKE DEMAND 126
11.3 ENTERPRISE 131
11.3.1 LOW-LATENCY, HIGH SECURITY, AND REGULATORY COMPLIANCE FEATURES TO ACCELERATE DEMAND 131
12 DATA CENTER ACCELERATOR MARKET, BY REGION 136
12.1 INTRODUCTION 137
12.2 NORTH AMERICA 138
12.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 140
12.2.2 US 140
12.2.2.1 Rising deployment of cloud computing technologies to scale IT operations to propel market 140
12.2.3 CANADA 141
12.2.3.1 Increasing research grants to AI institutions to foster market growth 141
12.2.4 MEXICO 143
12.2.4.1 Mounting investment in hyperscale cloud platforms to augment market growth 143
12.3 EUROPE 144
12.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 146
12.3.2 GERMANY 146
12.3.2.1 Increasing demand for cloud computing and colocation services to accelerate market growth 146
12.3.3 UK 147
12.3.3.1 Burgeoning demand for AI and cloud technologies to drive market 147
12.3.4 FRANCE 148
12.3.4.1 Rising government initiatives toward digital innovation to facilitate market growth 148
12.3.5 ITALY 149
12.3.5.1 AI infrastructure expansion and sovereign compute initiatives to drive market 149
12.3.6 SPAIN 150
12.3.6.1 Rising demand for sustainable and energy-efficient data centers to support market growth 150
12.3.7 POLAND 151
12.3.7.1 Expanding hyperscale infrastructure and AI investments to fuel market growth 151
12.3.8 NORDICS 152
12.3.8.1 Inclination toward sustainable data centers and AI-driven HPC expansions to facilitate market growth 152
12.3.9 REST OF EUROPE 153
12.4 ASIA PACIFIC 154
12.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 156
12.4.2 CHINA 157
12.4.2.1 Increasing deployment of big data analytics HPC technologies to drive market 157
12.4.3 INDIA 158
12.4.3.1 Rapid AI adoption and hyperscale investments to boost demand 158
12.4.4 JAPAN 159
12.4.4.1 Increasing construction of green data centers to achieve carbon-neutral society to spur demand 159
12.4.5 SOUTH KOREA 160
12.4.5.1 Government-backed AI and HPC initiatives to foster market growth 160
12.4.6 AUSTRALIA 161
12.4.6.1 Strategic focus on renewable-powered and AI-ready data centers to boost demand 161
12.4.7 INDONESIA 162
12.4.7.1 Digital economy initiatives to expedite market growth 162
12.4.8 MALAYSIA 163
12.4.8.1 Greater emphasis on sustainable, accelerator-ready data centers to create opportunities 163
12.4.9 THAILAND 164
12.4.9.1 Surging adoption of AI in enterprise sector to stimulate market growth 164
12.4.10 VIETNAM 165
12.4.10.1 Increasing demand for hybrid and edge computing solutions to support market growth 165
12.4.11 REST OF ASIA PACIFIC 166
12.5 ROW 167
12.5.1 MACROECONOMIC OUTLOOK FOR ROW 167
12.5.2 SOUTH AMERICA 168
12.5.2.1 Inclination toward digitalization to create opportunities 168
12.5.3 MIDDLE EAST & AFRICA 169
12.5.3.1 GCC 170
12.5.3.1.1 E-commerce expansion and smart city initiatives to contribute to market growth 170
12.5.3.2 Rest of Middle East & Africa 171
13 COMPETITIVE LANDSCAPE 172
13.1 OVERVIEW 172
13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021–2025 172
13.3 MARKET SHARE ANALYSIS, 2024 174
13.4 REVENUE ANALYSIS, 2020–2024 175
13.5 COMPANY VALUATION AND FINANCIAL METRICS 176
13.6 BRAND/PRODUCT COMPARISON 177
13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 178
13.7.1 STARS 178
13.7.2 EMERGING LEADERS 178
13.7.3 PERVASIVE PLAYERS 178
13.7.4 PARTICIPANTS 178
13.7.5 COMPANY FOOTPRINT 180
13.7.5.1 Company footprint 180
13.7.5.2 Region footprint 181
13.7.5.3 Function footprint 182
13.7.5.4 Processor type footprint 183
13.7.5.5 Vertical footprint 184
13.7.5.6 Data center type footprint 185
13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 186
13.8.1 PROGRESSIVE COMPANIES 186
13.8.2 RESPONSIVE COMPANIES 186
13.8.3 DYNAMIC COMPANIES 186
13.8.4 STARTING BLOCKS 186
13.8.5 COMPETITIVE BENCHMARKING, STARTUPS/SMES, 2024 188
13.8.5.1 Detailed list of key startups/SMEs 188
13.8.5.2 Competitive benchmarking of key startups/SMEs 189
13.9 COMPETITIVE SCENARIO 190
13.9.1 PRODUCT LAUNCHES 190
13.9.2 DEALS 191
14 COMPANY PROFILES 193
14.1 INTRODUCTION 193
14.2 KEY PLAYERS 193
14.2.1 NVIDIA CORPORATION 193
14.2.1.1 Business overview 193
14.2.1.2 Products/Solutions/Services offered 195
14.2.1.3 Recent developments 196
14.2.1.3.1 Product launches/Enhancements 196
14.2.1.3.2 Deals 197
14.2.1.4 MnM view 198
14.2.1.4.1 Key strengths 198
14.2.1.4.2 Strategic choices 199
14.2.1.4.3 Weaknesses and competitive threats 199
14.2.2 INTEL CORPORATION 200
14.2.2.1 Business overview 200
14.2.2.2 Products/Solutions/Services offered 201
14.2.2.3 Recent developments 202
14.2.2.3.1 Product launches/Enhancements 202
14.2.2.3.2 Deals 204
14.2.2.4 MnM view 205
14.2.2.4.1 Key strengths 205
14.2.2.4.2 Strategic choices 205
14.2.2.4.3 Weaknesses and competitive threats 205
14.2.3 ADVANCED MICRO DEVICES, INC. 206
14.2.3.1 Business overview 206
14.2.3.2 Products/Solutions/Services offered 207
14.2.3.3 Recent developments 208
14.2.3.3.1 Product launches/Enhancements 208
14.2.3.3.2 Deals 210
14.2.3.4 MnM view 211
14.2.3.4.1 Key strengths 211
14.2.3.4.2 Strategic choices 211
14.2.3.4.3 Weaknesses and competitive threats 211
14.2.4 AMAZON WEB SERVICES, INC. 212
14.2.4.1 Business overview 212
14.2.4.2 Products/Solutions/Services offered 213
14.2.4.3 Recent developments 214
14.2.4.3.1 Product launches/Enhancements 214
14.2.4.3.2 Deals 215
14.2.4.4 MnM view 216
14.2.4.4.1 Key strengths 216
14.2.4.4.2 Strategic choices 216
14.2.4.4.3 Weaknesses and competitive threats 216
14.2.5 ALPHABET INC. 217
14.2.5.1 Business overview 217
14.2.5.2 Products/Solutions/Services offered 218
14.2.5.3 Recent developments 219
14.2.5.3.1 Product launches/Enhancements 219
14.2.5.3.2 Deals 219
14.2.5.4 MnM view 221
14.2.5.4.1 Key strengths 221
14.2.5.4.2 Strategic choices 221
14.2.5.4.3 Weaknesses and competitive threats 221
14.2.6 QUALCOMM TECHNOLOGY, INC. 222
14.2.6.1 Business overview 222
14.2.6.2 Products/Solutions/Services offered 223
14.2.6.3 Recent developments 224
14.2.6.3.1 Product launches/Enhancements 224
14.2.6.3.2 Deals 224
14.2.6.4 MnM view 225
14.2.6.4.1 Key strengths 225
14.2.6.4.2 Strategic choices 225
14.2.6.4.3 Weaknesses and competitive threats 225
14.2.7 MARVELL 226
14.2.7.1 Business overview 226
14.2.7.2 Products/Solutions/Services offered 228
14.2.7.3 Recent developments 229
14.2.7.3.1 Product launches/Enhancements 229
14.2.7.3.2 Deals 229
14.2.8 ACHRONIX SEMICONDUCTOR CORPORATION 231
14.2.8.1 Business overview 231
14.2.8.2 Products/Solutions/Services offered 232
14.2.8.3 Recent developments 232
14.2.8.3.1 Product launches/Enhancements 232
14.2.8.3.2 Deals 233
14.3 OTHER PLAYERS 234
14.3.1 MICRON TECHNOLOGY, INC. 234
14.3.2 IBM CORPORATION 235
14.3.3 DELL INC. 236
14.3.4 GRAPHCORE 237
14.3.5 HISILICON 238
14.3.6 FUJITSU 239
14.3.7 SAMBANOVA SYSTEMS, INC. 240
14.3.8 LATTICE SEMICONDUCTOR 241
14.3.9 MICROCHIP TECHNOLOGY INC. 241
14.3.10 SEMPTIAN 242
14.3.11 TENSTORRENT 242
14.3.12 BLAIZE 243
14.3.13 AMPERE COMPUTING LLC 244
14.3.14 IMAGINATION TECHNOLOGIES 245
14.3.15 GROQ, INC. 246
14.3.16 KALRAY 247
14.3.17 REBELLIONS INC. 248
14.3.18 T-HEAD 249
14.3.19 MOORE THREADS 250
14.3.20 SHANGHAI BIREN TECHNOLOGY CO., LTD. 251
14.3.21 BROADCOM 252
15 APPENDIX 253
15.1 INSIGHTS FROM INDUSTRY EXPERTS 253
15.2 DISCUSSION GUIDE 253
15.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 256
15.4 CUSTOMIZATION OPTIONS 258
15.5 RELATED REPORTS 258
15.6 AUTHOR DETAILS 259
圖表清單 List of Tables & Figures
TABLE 1 DATA CENTER ACCELERATOR MARKET: INCLUSIONS AND EXCLUSIONS 26
TABLE 2 MAJOR SECONDARY SOURCES 32
TABLE 3 INTERVIEW PARTICIPANTS IN DIFFERENT ORGANIZATIONS 33
TABLE 4 DATA CENTER ACCELERATOR MARKET: GROWTH FORECAST ASSUMPTIONS 36
TABLE 5 DATA CENTER ACCELERATOR MARKET: RESEARCH ASSUMPTIONS 40
TABLE 6 DATA CENTER ACCELERATOR MARKET: RISK ANALYSIS 40
TABLE 7 INDICATIVE PRICING OF DATA CENTER GPUS PROVIDED BY KEY PLAYERS TO CARRY DIFFERENT FUNCTIONS, 2024 (USD) 60
TABLE 8 REGION-WISE PRICING TREND OF DATA CENTER GPUS, 2021–2024 (USD) 61
TABLE 9 ROLE OF COMPANIES IN DATA CENTER ACCELERATOR ECOSYSTEM 64
TABLE 10 INNOVATIONS AND PATENT REGISTRATIONS, JANUARY 2022–AUGUST 2025 69
TABLE 11 IMPORT DATA FOR HS CODE 8473-COMPLIANT PRODUCTS,
BY COUNTRY, 2020–2024 (USD MILLION) 73
TABLE 12 EXPORT DATA FOR HS CODE 8473-COMPLIANT PRODUCTS,
BY COUNTRY, 2020–2024 (USD MILLION) 74
TABLE 13 IMPORTANT CONFERENCES AND EVENTS, 2025–2026 75
TABLE 14 MFN TARIFF FOR HS CODE 8473-COMPLIANT PRODUCTS EXPORTED BY US, 2024 77
TABLE 15 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 77
TABLE 16 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 78
TABLE 17 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 78
TABLE 18 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 79
TABLE 19 IMPACT OF PORTER’S FIVE FORCES ON DATA CENTER ACCELERATOR MARKET 79
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY FUNCTION (%) 82
TABLE 21 KEY BUYING CRITERIA, BY FUNCTION 83
TABLE 22 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2021–2024 (USD MILLION) 95
TABLE 23 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2025–2030 (USD MILLION) 96
TABLE 24 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2021–2024 (THOUSAND UNITS) 96
TABLE 25 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2025–2030 (THOUSAND UNITS) 96
TABLE 26 GPU: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2021–2024 (USD MILLION) 97
TABLE 27 GPU: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2025–2030 (USD MILLION) 98
TABLE 28 GPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2021–2024 (USD MILLION) 98
TABLE 29 GPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2025–2030 (USD MILLION) 98
TABLE 30 CPU: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2021–2024 (USD MILLION) 100
TABLE 31 CPU: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2025–2030 (USD MILLION) 100
TABLE 32 CPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2021–2024 (USD MILLION) 100
TABLE 33 CPU: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2025–2030 (USD MILLION) 101
TABLE 34 ASIC: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2021–2024 (USD MILLION) 102
TABLE 35 ASIC: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2025–2030 (USD MILLION) 102
TABLE 36 ASIC: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2021–2024 (USD MILLION) 102
TABLE 37 ASIC: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2025–2030 (USD MILLION) 103
TABLE 38 FPGA: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2021–2024 (USD MILLION) 104
TABLE 39 FPGA: DATA CENTER ACCELERATOR MARKET, BY FUNCTION,
2025–2030 (USD MILLION) 104
TABLE 40 FPGA: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2021–2024 (USD MILLION) 104
TABLE 41 FPGA: DATA CENTER ACCELERATOR MARKET, BY VERTICAL,
2025–2030 (USD MILLION) 105
TABLE 42 DATA CENTER ACCELERATOR MARKET, BY FUNCTION, 2021–2024 (USD MILLION) 107
TABLE 43 DATA CENTER ACCELERATOR MARKET, BY FUNCTION, 2025–2030 (USD MILLION) 107
TABLE 44 TRAINING: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2021–2024 (USD MILLION) 108
TABLE 45 TRAINING: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2025–2030 (USD MILLION) 109
TABLE 46 INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2021–2024 (USD MILLION) 110
TABLE 47 INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2025–2030 (USD MILLION) 110
TABLE 48 DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2021–2024 (USD MILLION) 113
TABLE 49 DATA CENTER ACCELERATOR MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 113
TABLE 50 IT & TELECOM: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 114
TABLE 51 IT & TELECOM: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 114
TABLE 52 HEALTHCARE: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 115
TABLE 53 HEALTHCARE: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 116
TABLE 54 BFSI: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2021–2024 (USD MILLION) 117
TABLE 55 BFSI: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE,
2025–2030 (USD MILLION) 117
TABLE 56 GOVERNMENT: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 118
TABLE 57 GOVERNMENT: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 118
TABLE 58 ENERGY: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 119
TABLE 59 ENERGY: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 120
TABLE 60 AUTOMOTIVE: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 120
TABLE 61 AUTOMOTIVE: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 121
TABLE 62 RETAIL & E-COMMERCE: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 121
TABLE 63 RETAIL & E-COMMERCE: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 122
TABLE 64 OTHER VERTICALS: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 123
TABLE 65 OTHER VERTICALS: DATA CENTER ACCELERATOR MARKET,
BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 123
TABLE 66 DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 125
TABLE 67 DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 125
TABLE 68 CLOUD: DATA CENTER ACCELERATOR MARKET, BY REGION,
2021–2024 (USD MILLION) 126
TABLE 69 CLOUD: DATA CENTER ACCELERATOR MARKET, BY REGION,
2025–2030 (USD MILLION) 127
TABLE 70 CLOUD: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA,
BY COUNTRY, 2021–2024 (USD MILLION) 127
TABLE 71 CLOUD: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA,
BY COUNTRY, 2025–2030 (USD MILLION) 127
TABLE 72 CLOUD: DATA CENTER ACCELERATOR MARKET IN EUROPE,
BY COUNTRY, 2021–2024 (USD MILLION) 128
TABLE 73 CLOUD: DATA CENTER ACCELERATOR MARKET IN EUROPE,
BY COUNTRY, 2025–2030 (USD MILLION) 128
TABLE 74 CLOUD: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021–2024 (USD MILLION) 129
TABLE 75 CLOUD: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025–2030 (USD MILLION) 129
TABLE 76 CLOUD: DATA CENTER ACCELERATOR MARKET IN ROW,
BY REGION, 2021–2024 (USD MILLION) 130
TABLE 77 CLOUD: DATA CENTER ACCELERATOR MARKET IN ROW,
BY REGION, 2025–2030 (USD MILLION) 130
TABLE 78 CLOUD: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA,
BY COUNTRY, 2021–2024 (USD MILLION) 130
TABLE 79 CLOUD: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA,
BY COUNTRY, 2025–2030 (USD MILLION) 130
TABLE 80 ENTERPRISE: DATA CENTER ACCELERATOR MARKET, BY REGION,
2021–2024 (USD MILLION) 131
TABLE 81 ENTERPRISE: DATA CENTER ACCELERATOR MARKET, BY REGION,
2025–2030 (USD MILLION) 132
TABLE 82 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA,
BY COUNTRY, 2021–2024 (USD MILLION) 132
TABLE 83 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA,
BY COUNTRY, 2025–2030 (USD MILLION) 132
TABLE 84 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN EUROPE,
BY COUNTRY, 2021–2024 (USD MILLION) 133
TABLE 85 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN EUROPE,
BY COUNTRY, 2025–2030 (USD MILLION) 133
TABLE 86 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021–2024 (USD MILLION) 134
TABLE 87 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025–2030 (USD MILLION) 134
TABLE 88 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN ROW,
BY REGION, 2021–2024 (USD MILLION) 135
TABLE 89 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN ROW,
BY REGION, 2025–2030 (USD MILLION) 135
TABLE 90 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA,
BY COUNTRY, 2021–2024 (USD MILLION) 135
TABLE 91 ENTERPRISE: DATA CENTER ACCELERATOR MARKET IN MIDDLE EAST & AFRICA,
BY COUNTRY, 2025–2030 (USD MILLION) 135
TABLE 92 DATA CENTER ACCELERATOR MARKET, BY REGION, 2021–2024 (USD MILLION) 137
TABLE 93 DATA CENTER ACCELERATOR MARKET, BY REGION, 2025–2030 (USD MILLION) 138
TABLE 94 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET,
BY COUNTRY, 2021–2024 (USD MILLION) 139
TABLE 95 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET,
BY COUNTRY, 2025–2030 (USD MILLION) 139
TABLE 96 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 140
TABLE 97 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 140
TABLE 98 US: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 141
TABLE 99 US: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 141
TABLE 100 CANADA: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 142
TABLE 101 CANADA: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 142
TABLE 102 MEXICO: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 143
TABLE 103 MEXICO: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 143
TABLE 104 EUROPE: DATA CENTER ACCELERATOR MARKET, BY COUNTRY,
2021–2024 (USD MILLION) 145
TABLE 105 EUROPE: DATA CENTER ACCELERATOR MARKET, BY COUNTRY,
2025–2030 (USD MILLION) 145
TABLE 106 EUROPE: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 145
TABLE 107 EUROPE: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 146
TABLE 108 GERMANY: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 146
TABLE 109 GERMANY: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 147
TABLE 110 UK: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 148
TABLE 111 UK: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 148
TABLE 112 FRANCE: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 149
TABLE 113 FRANCE: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 149
TABLE 114 ITALY: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 150
TABLE 115 ITALY: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 150
TABLE 116 SPAIN: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 151
TABLE 117 SPAIN: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 151
TABLE 118 POLAND: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 152
TABLE 119 POLAND: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 152
TABLE 120 NORDICS: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 152
TABLE 121 NORDICS: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 153
TABLE 122 REST OF EUROPE: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 153
TABLE 123 REST OF EUROPE: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 153
TABLE 124 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET,
BY COUNTRY, 2021–2024 (USD MILLION) 155
TABLE 125 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET,
BY COUNTRY, 2025–2030 (USD MILLION) 155
TABLE 126 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 156
TABLE 127 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 156
TABLE 128 CHINA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 157
TABLE 129 CHINA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 157
TABLE 130 INDIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 158
TABLE 131 INDIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 158
TABLE 132 JAPAN: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 159
TABLE 133 JAPAN: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 159
TABLE 134 SOUTH KOREA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 160
TABLE 135 SOUTH KOREA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 160
TABLE 136 AUSTRALIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 161
TABLE 137 AUSTRALIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 161
TABLE 138 INDONESIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 162
TABLE 139 INDONESIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 162
TABLE 140 MALAYSIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 163
TABLE 141 MALAYSIA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 163
TABLE 142 THAILAND: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 164
TABLE 143 THAILAND: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 164
TABLE 144 VIETNAM: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 165
TABLE 145 VIETNAM: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 165
TABLE 146 REST OF ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 166
TABLE 147 REST OF ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 166
TABLE 148 ROW: DATA CENTER ACCELERATOR MARKET, BY REGION,
2021–2024 (USD MILLION) 167
TABLE 149 ROW: DATA CENTER ACCELERATOR MARKET, BY REGION,
2025–2030 (USD MILLION) 167
TABLE 150 ROW: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2021–2024 (USD MILLION) 167
TABLE 151 ROW: DATA CENTER ACCELERATOR MARKET, BY DATA CENTER TYPE,
2025–2030 (USD MILLION) 168
TABLE 152 SOUTH AMERICA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 168
TABLE 153 SOUTH AMERICA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 168
TABLE 154 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET,
BY COUNTRY, 2021–2024 (USD MILLION) 169
TABLE 155 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET,
BY COUNTRY, 2025–2030 (USD MILLION) 170
TABLE 156 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2021–2024 (USD MILLION) 170
TABLE 157 MIDDLE EAST & AFRICA: DATA CENTER ACCELERATOR MARKET,
BY DATA CENTER TYPE, 2025–2030 (USD MILLION) 170
TABLE 158 DATA CENTER ACCELERATOR MARKET: OVERVIEW OF STRATEGIES ADOPTED
BY KEY PLAYERS 172
TABLE 159 DATA CENTER ACCELERATOR MARKET: DEGREE OF COMPETITION, 2024 175
TABLE 160 DATA CENTER ACCELERATOR MARKET: REGION FOOTPRINT 181
TABLE 161 DATA CENTER ACCELERATOR MARKET: FUNCTION FOOTPRINT 182
TABLE 162 DATA CENTER ACCELERATOR MARKET: PROCESSOR TYPE FOOTPRINT 183
TABLE 163 DATA CENTER ACCELERATOR MARKET: VERTICAL FOOTPRINT 184
TABLE 164 DATA CENTER ACCELERATOR MARKET: DATA CENTER TYPE FOOTPRINT 185
TABLE 165 DATA CENTER ACCELERATOR MARKET: LIST OF KEY STARTUPS/SMES 188
TABLE 166 DATA CENTER ACCELERATOR MARKET: COMPETITIVE BENCHMARKING
OF KEY STARTUPS/SMES 189
TABLE 167 DATA CENTER ACCELERATOR MARKET: PRODUCT LAUNCHES,
JANUARY 2021–SEPTEMBER 2025 190
TABLE 168 DATA CENTER ACCELERATOR MARKET: DEALS, JANUARY 2021–SEPTEMBER 2025 191
TABLE 169 NVIDIA CORPORATION: COMPANY OVERVIEW 194
TABLE 170 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 195
TABLE 171 NVIDIA CORPORATION: PRODUCT LAUNCHES/ENHANCEMENTS 196
TABLE 172 NVIDIA CORPORATION: DEALS 197
TABLE 173 INTEL CORPORATION: COMPANY OVERVIEW 200
TABLE 174 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 201
TABLE 175 INTEL CORPORATION: PRODUCT LAUNCHES/ENHANCEMENTS 202
TABLE 176 INTEL CORPORATION: DEALS 204
TABLE 177 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW 206
TABLE 178 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 207
TABLE 179 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 208
TABLE 180 ADVANCED MICRO DEVICES, INC.: DEALS 210
TABLE 181 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW 212
TABLE 182 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 213
TABLE 183 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 214
TABLE 184 AMAZON WEB SERVICES, INC.: DEALS 215
TABLE 185 ALPHABET INC.: COMPANY OVERVIEW 217
TABLE 186 ALPHABET INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 218
TABLE 187 ALPHABET INC.: PRODUCT LAUNCHES/ENHANCEMENTS 219
TABLE 188 ALPHABET INC.: DEALS 219
TABLE 189 QUALCOMM TECHNOLOGY, INC.: COMPANY OVERVIEW 222
TABLE 190 QUALCOMM TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 223
TABLE 191 QUALCOMM TECHNOLOGY, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 224
TABLE 192 QUALCOMM TECHNOLOGY, INC.: DEALS 224
TABLE 193 MARVELL: COMPANY OVERVIEW 226
TABLE 194 MARVELL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 228
TABLE 195 MARVELL: PRODUCT LAUNCHES/ENHANCEMENTS 229
TABLE 196 MARVELL: DEALS 229
TABLE 197 ACHRONIX SEMICONDUCTOR CORPORATION: COMPANY OVERVIEW 231
TABLE 198 ACHRONIX SEMICONDUCTOR CORPORATION: PRODUCTS/SOLUTIONS/
SERVICES OFFERED 232
TABLE 199 ACHRONIX SEMICONDUCTOR CORPORATION: PRODUCT LAUNCHES/ENHANCEMENTS 232
TABLE 200 ACHRONIX SEMICONDUCTOR CORPORATION: DEALS 233
FIGURE 1 DATA CENTER ACCELERATOR MARKET SEGMENTATION AND REGIONAL SCOPE 25
FIGURE 2 DATA CENTER ACCELERATOR MARKET: DURATION COVERED 26
FIGURE 3 DATA CENTER ACCELERATOR MARKET: RESEARCH DESIGN 29
FIGURE 4 DATA CENTER ACCELERATOR MARKET: RESEARCH APPROACH 31
FIGURE 5 DATA DERIVED FROM MAJOR SECONDARY SOURCES 32
FIGURE 6 DATA CENTER ACCELERATOR MARKET: SUPPLY-SIDE ANALYSIS 35
FIGURE 7 REVENUE GENERATED THROUGH SALES OF DATA CENTER ACCELERATORS 35
FIGURE 8 DATA CENTER ACCELERATOR MARKET: REVENUE ANALYSIS
OF NVIDIA CORPORATION 36
FIGURE 9 DATA CENTER ACCELERATOR MARKET: BOTTOM-UP APPROACH 38
FIGURE 10 DATA CENTER ACCELERATOR MARKET: TOP-DOWN APPROACH 39
FIGURE 11 DATA CENTER ACCELERATOR MARKET: DATA TRIANGULATION 39
FIGURE 12 DATA CENTER ACCELERATOR MARKET SNAPSHOT, 2021–2030 42
FIGURE 13 INFERENCE SEGMENT TO HOLD LARGER SHARE OF DATA CENTER
ACCELERATOR MARKET, BY FUNCTION, IN 2025 42
FIGURE 14 ASIC SEGMENT TO EXHIBIT HIGHEST CAGR IN MARKET,
BY PROCESSOR TYPE, DURING FORECAST PERIOD 43
FIGURE 15 IT & TELECOM SEGMENT TO HOLD LARGEST MARKET SHARE IN 2025 43
FIGURE 16 ENTERPRISE SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD 44
FIGURE 17 ASIA PACIFIC TO RECORD HIGHEST CAGR FROM 2025 TO 2030 45
FIGURE 18 AI, CLOUD, AND HIGH-PERFORMANCE WORKLOADS TO DRIVE
DATA CENTER ACCELERATOR MARKET 46
FIGURE 19 INFERENCE SEGMENT TO SECURE PROMINENT MARKET SHARE IN 2030 46
FIGURE 20 GPU SEGMENT TO DOMINATE DATA CENTER ACCELERATOR MARKET IN 2030 47
FIGURE 21 IT & TELECOM SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2030 47
FIGURE 22 ENTERPRISE SEGMENT TO REGISTER HIGHER CAGR FROM 2025 TO 2030 48
FIGURE 23 NORTH AMERICA TO LEAD DATA CENTER ACCELERATOR MARKET IN 2030 48
FIGURE 24 INDIA TO REGISTER HIGHEST CAGR IN GLOBAL MARKET DURING
FORECAST PERIOD 49
FIGURE 25 DATA CENTER ACCELERATOR MARKET: DRIVERS, RESTRAINTS,
OPPORTUNITIES, AND CHALLENGES 50
FIGURE 26 IMPACT OF DRIVERS ON DATA CENTER ACCELERATOR MARKET 53
FIGURE 27 IMPACT OF RESTRAINTS ON DATA CENTER ACCELERATOR MARKET 54
FIGURE 28 IMPACT OF OPPORTUNITIES ON DATA CENTER ACCELERATOR MARKET 56
FIGURE 29 IMPACT OF CHALLENGES ON DATA CENTER ACCELERATOR MARKET 58
FIGURE 30 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 59
FIGURE 31 REGION-WISE AVERAGE SELLING PRICE TREND OF DATA CENTER GPUS,
2021–2024 60
FIGURE 32 DATA CENTER ACCELERATOR MARKET: SUPPLY CHAIN ANALYSIS 62
FIGURE 33 KEY PLAYERS IN DATA CENTER ACCELERATOR ECOSYSTEM 63
FIGURE 34 INVESTMENT AND FUNDING SCENARIO 64
FIGURE 35 LIST OF MAJOR PATENTS RELATED TO DATA CENTER ACCELERATORS, 2015–2024 72
FIGURE 36 IMPORT SCENARIO FOR HS CODE 8473-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2020–2024 73
FIGURE 37 EXPORT SCENARIO FOR HS CODE 8473-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2020–2024 74
FIGURE 38 PORTER’S FIVE FORCES ANALYSIS: DATA CENTER ACCELERATOR MARKET 80
FIGURE 39 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY FUNCTION 82
FIGURE 40 KEY BUYING CRITERIA, BY FUNCTION 83
FIGURE 41 IMPACT OF AI/GEN AI ON DATA CENTER ACCELERATOR MARKET 84
FIGURE 42 GPU PROCESSOR TO LEAD DATA CENTER ACCELERATOR MARKET IN 2030 95
FIGURE 43 INFERENCE FUNCTION TO DOMINATE DATA CENTER ACCELERATOR MARKET
IN 2030 107
FIGURE 44 IT & TELECOM VERTICAL TO ACCOUNT FOR MAJORITY OF MARKET SHARE IN 2030 112
FIGURE 45 ENTERPRISE DATA CENTERS TO RECORD HIGHER CAGR FROM 2025 TO 2030 125
FIGURE 46 ASIA PACIFIC TO EXHIBIT STRONGEST CAGR IN GLOBAL DATA CENTER ACCELERATOR MARKET BY 2030 137
FIGURE 47 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET SNAPSHOT 139
FIGURE 48 EUROPE: DATA CENTER ACCELERATOR MARKET SNAPSHOT 144
FIGURE 49 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET SNAPSHOT 154
FIGURE 50 DATA CENTER ACCELERATOR MARKET SHARE ANALYSIS, 2024 174
FIGURE 51 DATA CENTER ACCELERATOR MARKET: REVENUE ANALYSIS
OF TOP PLAYERS, 2020–2024 175
FIGURE 52 COMPANY VALUATION 176
FIGURE 53 FINANCIAL METRICS (EV/EBITDA) 176
FIGURE 54 DATA CENTER ACCELERATOR MARKET: BRAND/PRODUCT COMPARISON 177
FIGURE 55 DATA CENTER ACCELERATOR MARKET: COMPANY EVALUATION MATRIX
(KEY PLAYERS), 2024 179
FIGURE 56 DATA CENTER ACCELERATOR MARKET: COMPANY FOOTPRINT 180
FIGURE 57 DATA CENTER ACCELERATOR MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 187
FIGURE 58 NVIDIA CORPORATION: COMPANY SNAPSHOT 194
FIGURE 59 INTEL CORPORATION: COMPANY SNAPSHOT 201
FIGURE 60 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT 207
FIGURE 61 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT 212
FIGURE 62 ALPHABET INC.: COMPANY SNAPSHOT 218
FIGURE 63 QUALCOMM TECHNOLOGY, INC.: COMPANY SNAPSHOT 223
FIGURE 64 MARVELL: COMPANY SNAPSHOT 227
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