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1853289

資料中心加速器市場：按加速器類型、應用、最終用戶產業和部署模式分類 - 全球預測（2025-2032 年）

Data Center Accelerator Market by Accelerator Type, Application, End Use Industry, Deployment Model - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 187 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，資料中心加速器市場規模將達到 1,457.9 億美元，複合年成長率為 18.61%。

關鍵市場統計數據
基準年 2024 372.1億美元
預計年份：2025年 440.2億美元
預測年份 2032 1457.9億美元
複合年成長率 (%) 18.61%

以運算為中心的性能和營運策略相互融合，共同塑造基礎設施決策，為加速器主導資料中心的新時代奠定了基礎。

資料中心加速器的演進已從專業實驗轉向企業級應用，其驅動力在於持續成長的運算需求以及通用處理和專用晶片之間不斷變化的平衡。人工智慧、大規模分析、高效能運算和即時視訊處理等現代工作負載正在重塑基礎設施需求，迫使營運商重新評估電力、冷卻和伺服器空間的分配方式。因此，GPU、FPGA、NPU 和 ASIC 等加速器已成為實現每瓦性能和支援變革性服務產品的關鍵。

本導言探討了硬體選擇如何日益受到軟體架構、開發者生態系統和整體擁有成本的影響。隨著機器學習模型規模和複雜性的成長，訓練和推理工作流程需要跨運算架構和記憶體層次結構進行精細調優。同時，邊緣應用情境的激增要求採用分散式思維模型，以平衡延遲、隱私和維運簡易性。在這個生態系統中，互通性、模組化和生命週期管理正成為決定資料中心營運商及其技術合作夥伴長期成功的關鍵因素。

硬體多樣化、軟體抽象化和可組合基礎設施如何重塑加速器賦能資料中心的效能、能源和供應鏈動態

當前時代以加速器設施的設計、採購和運作方式的變革性轉變為特徵。硬體多樣性日益增強，針對特定模型拓撲最佳化的專用積體電路 (ASIC) 與功能多樣的圖形處理器 (GPU)、可重構現場可編程閘陣列 (FPGA) 以及日益複雜的神經網路處理器 (NPU) 並存。這種硬體異質性與軟體進步相輔相成，軟體進步強調可移植性、抽象層和容器化模型部署，使工作負載能夠在本地、雲端和邊緣環境之間更流暢地遷移。

同時，基礎設施架構正變得可組合化，將運算資源與記憶體和儲存解耦，並實現加速器資源的動態分配。能源效率方面的考量影響著晶片的選擇、散熱策略和機架密度決策。地緣政治和貿易動態促使各組織重新評估籌資策略和供應商風險，這又增加了變革的因素。總而言之，這些變化促使晶片設計商、超大規模資料中心業者、系統整合商和軟體供應商更加緊密地合作，以提供滿足技術和業務目標的端到端解決方案。

分析近期貿易措施對供應鏈韌性籌資策略和加速器生態系統長期創新路徑的多方面影響

關稅和貿易政策環境透過多種管道對資料中心加速器生態系統產生重大影響。關稅會改變組件採購的經濟效益，並影響複雜加速器模組的製造、組裝和測試地點選擇，因為買家和原始設備製造商 (OEM) 都希望在確保優先部署專案前置作業時間可預測的同時，保護敏感計劃免受供應衝擊。

關稅帶來的不確定性不僅會直接影響成本，還會影響企業在長期供應商協議、庫存政策和資本支出階段安排等策略選擇上的決策。企業可能會透過擴大供應商基礎、尋找合格的替代矽晶圓代工廠和封裝廠，以及協商能夠應對監管波動的靈活合約條款來應對。同時，研發藍圖可能會轉向更加重視軟體最佳化解決方案，以減少對受限硬體元件的依賴。最後，關稅可能會間接加速對國內製造能力和合作夥伴關係的投資，以減輕進口限制的影響，從而重塑區域供應鏈網路以及系統供應商和晶片設計商之間的競爭動態。

透過分析加速器和應用細分，可以揭示不同的技術需求、產業促進因素和實施權衡，從而指南採購和設計選擇。

詳細的細分分析揭示了需求集中的領域以及不同應用場景和行業的技術需求差異。加速器類型包括專用ASIC、通用FPGA、通用GPU和神經處理單元（NPU）。 ASIC可根據推理和訓練工作負載進行客製化，在工作負載特性穩定時提供功耗和效能優勢。 FPGA由主要晶片供應商提供，對於延遲敏感型任務和需要部署後重新配置的環境仍然具有吸引力。 NPU正逐漸成為通用神經加速器和專用張量處理單元，用於加速稠密矩陣運算，而GPU仍然是高度並行訓練工作負載和複雜模型開發的首選。

應用領域進一步細分為人工智慧推理、人工智慧訓練、資料分析、高效能運算和視訊處理。人工智慧推理又細分為電腦視覺、自然語言處理和語音辨識，反映了不同的延遲和吞吐量特性。人工智慧訓練則進一步細分為電腦視覺、自然語言處理任務和推薦系統，每個任務的資料集大小、記憶體佔用和互連要求各不相同。銀行和金融業優先考慮低延遲推理和合規性，政府部署強調安全性和主權，醫療保健行業優先考慮模型檢驗和隱私，IT 和電信行業需要可擴展性和服務級整合，而製造業則側重於即時控制和預測性維護。部署模型涵蓋雲端、邊緣和本地環境，每種選擇都需要在集中化、延遲和資料駐留控制之間進行權衡。理解這些相互交織的細分領域對於制定符合工作負載特徵和營運約束的價值提案和技術藍圖至關重要。

將全球加速器市場的採購重點和採用模式進行比較，並分析影響創新策略的區域動態和政策。

區域動態正在影響加速器技術的應用、採購和監管，並在關鍵區域之間形成清晰的策略重點。在美洲，超大規模資料中心業者、雲端服務供應商以及強大的開發者生態系統推動了訓練和推理平台的快速迭代，從而帶動了需求成長。該地區受益於大量的資料中心投資、靈活的資本市場以及人工智慧研究的集中，這些因素正在推動高效能GPU和客製化ASIC實現的早期應用。

歐洲、中東和非洲的情況各不相同，監管限制、數據主權問題和可再生能源目標都會影響技術採用模式。該地區的組織通常優先考慮節能設計和遵守嚴格的隱私框架，並傾向於將敏感工作負載部署在邊緣和本地。在地化的製造和設計工作也有助於降低跨境貿易波動帶來的風險。亞太地區擁有先進的製造能力，對雲端和邊緣應用場景的需求正在快速成長。該地區的多個國家正在擴大國內半導體產能並制定扶持性產業政策，這將影響零件的採購地點和供應鏈的組織方式。在任何地區內部，人才供應、基礎設施成熟度和政策方向的差異都會顯著影響技術採用的速度和架構選擇。

供應商策略涵蓋專有晶片和軟體生態系統夥伴關係以及業務整合，旨在加速器生態系統中創造競爭優勢。

加速器生態系統中的領導者遵循若干一致的策略原則，以確保長期競爭力。許多企業將對專有晶片設計的投資與強大的軟體生態系統相結合，從而獲得性能差異化優勢以及開發者顧客購買傾向率，這對於持續推廣至關重要。晶片設計商與系統整合之間的夥伴關係能夠實現最佳化的參考架構，而與雲端和邊緣服務供應商的合作則能夠加速在各種工作負載下的檢驗和商業化進程。

其他公司則專注於垂直整合，掌控從封裝、熱設計到供應鏈物流等關鍵環節，進而降低外部衝擊風險，提高利潤率的可預測性。同時，模組化和互通性策略日益受到重視，供應商提供參考平台和開放介面，以加速在異質環境中的部署。競爭優勢越來越依賴提供綜合解決方案的能力，這些方案需要將硬體加速與承包軟體堆疊、託管服務和生命週期支援結合。策略性併購以及對專業代工廠、測試能力和區域組裝能力的選擇性投資，進一步將現有企業與那些能夠可靠滿足全球需求並同時滿足本地監管和採購要求的企業區分開來。

將採購創新和營運韌性與加速器主導的績效和永續性目標相協調，是高階主管必須採取的實際策略要務。

在技​​術快速變革和地緣政治複雜化的背景下，行業領導者必須採取一系列切實可行的措施來獲取價值並降低風險。首先，實現供應鏈多元化，並對關鍵零件的多個供應商進行資格認證，以降低單一來源風險並提升議價能力。其次，透過採用抽象層和標準化部署框架，使硬體投資與軟體可移植性保持一致，從而實現工作負載在雲端、邊緣和本地環境之間的便攜性。第三，優先考慮能源效率和散熱創新，以降低營運成本並滿足監管機構的永續性目標。

領導者還應投資於人才和夥伴關係，以加快客製化加速器和支援軟體堆疊的上市速度，從而最大限度地提高硬體利用率。與區域製造和組裝合作夥伴建立策略夥伴關係關係，以降低關稅影響並縮短前置作業時間。將情境規劃納入採購週期，以因應政策變化和供應鏈中斷。最後，透過將技術驗證點與明確的業務成果連結起來，並展示加速器的選擇如何減少等待時間、提高吞吐量或為最終客戶提供差異化服務，從而強化市場推廣策略。

一個透明的研究框架，結合專家訪談和情境分析的三角驗證，為加速器採用提供了可複製的證據和有理有據的策略見解。

本報告的研究融合了多種定性和定量方法，以確保其穩健性和有效性。主要研究包括對來自雲端服務供應商、系統整合商、晶片供應商、企業IT部門和學術研究實驗室的技術和業務領導者進行結構化訪談，以獲取關於採用促進因素、架構權衡和採購限制的第一手觀點。次要研究包括系統地綜合分析公開的技術文件、標準機構交付成果、監管公告和供應鏈資訊披露，以將主要研究成果置於更廣闊的背景中，並識別關鍵趨勢。

透過交叉驗證技術，結合訪談結果、產品藍圖、專利活動和已發表的夥伴關係，確保了分析的嚴謹性。情境分析檢驗了供應鏈中斷和政策變化的敏感性，並透過細分框架將工作負載特徵與技術選擇進行配對。資料管治實踐確保了資訊來源和假設的透明度，清晰記錄了局限性，並指出了建議進行進一步一手研究的領域。這些方法的結合，為策略決策提供了可重複且可靠的依證。

關於整合技術、營運和商業策略以實現加速器驅動基礎設施變革潛力的總結性意見

加速器技術正引領著運算能力設計、部署和獲利方式的根本性變革。專用晶片、先進軟體堆疊和不斷演進的配置結構的融合，創造了一個充滿活力且競爭激烈的環境，在這個環境中，技術性能必須與運行彈性、能耗和合規性相平衡。成功的企業將採用系統視角，將硬體選擇、軟體可移植性和供應鏈策略與工作負載和最終用戶的特定需求相匹配。

展望未來，決策者必須將硬體選擇視為產品和服務策略的組成部分，而不僅僅是一次採購活動。透過優先考慮模組化、投資人才和夥伴關係關係，並維持靈活的籌資策略，領導者可以充分利用加速器帶來的效率提升和競爭優勢，同時降低自身受地緣政治和市場波動的影響。將嚴謹的技術與切實可行的商業性計劃結合，將加速器的創新轉化為切實的商業成果，必將獲得豐厚的回報。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 快速採用液冷基礎設施來管理超大規模資料中心中的高密度加速器集群
  • 採用 CXL 可以實現分散式加速器架構，從而在資料中心節點之間靈活分配資源。
  • 在企業資料中心中整合異質GPU和FPGA協同處理以應對即時AI推理工作負載
  • 開放原始碼加速器硬體生態系統的出現，緩解了廠商鎖定問題，降低了整合成本。
  • 開發低功耗人工智慧加速器，旨在降低整個資料中心的運作消費量

第6章：美國關稅的累積影響，2025年

第7章：人工智慧的累積影響，2025年

第8章：資料中心加速器市場（依加速器類型分類）

  • ASIC
    • 推理專用積體電路
    • ASIC 培訓
  • FPGA
    • 英特爾
    • 賽靈思
  • GPU
  • NPU
    • 通用神經網路處理器
    • TPU

第9章：資料中心加速器市場（依應用領域分類）

  • 人工智慧推理
    • 電腦視覺
    • 自然語言處理
    • 語音辨識
  • 人工智慧訓練
    • 電腦視覺
    • 自然語言處理
    • 推薦系​​統
  • 數據分析
  • HPC
  • 視訊處理

第10章：資料中心加速器市場（依最終用戶產業分類）

  • 銀行與金融
  • 政府
  • 衛生保健
  • 資訊科技/通訊
  • 製造業

第11章：資料中心加速器市場依部署模式分類

  • 雲
  • 邊緣
  • 本地部署

第12章：資料中心加速器市場（按地區分類）

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第13章：資料中心加速器市場（依組別分類）

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第14章：各國資料中心加速器市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第15章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • NVIDIA Corporation
    • Intel Corporation
    • Advanced Micro Devices, Inc.
    • Broadcom Inc.
    • Xilinx, Inc.
    • Huawei Technologies Co., Ltd.
    • Marvell Technology, Inc.
    • Qualcomm Incorporated
    • Samsung Electronics Co., Ltd.
    • International Business Machines Corporation
Product Code: MRR-BB6269D1419A

The Data Center Accelerator Market is projected to grow by USD 145.79 billion at a CAGR of 18.61% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 37.21 billion
Estimated Year [2025] USD 44.02 billion
Forecast Year [2032] USD 145.79 billion
CAGR (%) 18.61%

Setting the stage for a new era of accelerator-driven data centers where compute specialization performance and operational strategy converge to shape infrastructure decisions

The evolution of data center accelerators has moved from specialized experiment to enterprise imperative, driven by relentless compute demand and a shifting balance between general-purpose processing and purpose-built silicon. Modern workloads in artificial intelligence, large-scale analytics, high performance computing, and real-time video processing are reshaping infrastructure requirements, prompting operators to re-evaluate how they allocate power, cooling, and server real estate. Consequently, accelerators such as GPUs, FPGAs, NPUs, and ASICs are now integral to achieving performance per watt and supporting novel service offerings.

This introduction situates the reader in a landscape where hardware choices are increasingly influenced by software architectures, developer ecosystems, and total cost of ownership considerations. As machine learning models grow in size and complexity, training and inference workflows demand fine-grained tuning across compute fabrics and memory hierarchies. At the same time, the proliferation of edge use cases requires a distributed thinking model that reconciles latency, privacy, and operational simplicity. Throughout this ecosystem, interoperability, modularity, and lifecycle management are becoming key determinants of long-term success for data center operators and their technology partners.

How hardware diversification software abstraction and composable infrastructure are jointly reshaping performance energy and supply chain dynamics across accelerator-enabled data centers

The current era is defined by transformative shifts that reframe how organizations design, procure, and operate accelerator-equipped facilities. Hardware diversification is intensifying as ASICs optimized for specific model topologies coexist with versatile GPUs, reconfigurable FPGAs, and increasingly sophisticated NPUs. This hardware heterogeneity is paralleled by software advancements that emphasize portability, abstraction layers, and containerized model deployment, enabling workloads to move more fluidly across on-premise, cloud, and edge environments.

Concurrently, infrastructure architecture is becoming composable and disaggregated, separating compute from memory and storage to allow dynamic allocation of accelerator resources. Sustainability and energy optimization are also central; power efficiency considerations influence silicon choice, cooling strategies, and rack density decisions. Geopolitical and trade dynamics add another layer of change, prompting organizations to reassess sourcing strategies and supplier risk. Taken together, these shifts create pressure for closer collaboration between chip designers, hyperscaler operators, system integrators, and software vendors to deliver end-to-end solutions that meet both technical and business objectives.

Analyzing the multifaceted consequences of recent trade measures on supply chain resilience procurement strategy and long-term innovation pathways for accelerator ecosystems

The policy landscape surrounding tariffs and trade measures has a material effect on the data center accelerator ecosystem through multiple channels. Tariff actions can alter component sourcing economics, influencing decisions about where to manufacture, assemble, and test complex accelerator modules. A change in duties often accelerates near-shoring and regionalization efforts, as buyers and OEMs seek to insulate sensitive projects from supply shocks while preserving predictable lead times for high-priority deployments.

Beyond immediate cost implications, tariff-driven uncertainty influences strategic choices such as long-term supplier agreements, inventory policies, and capital expenditure phasing. Organizations tend to respond by broadening supplier bases, qualifying alternate silicon foundries or packaging houses, and negotiating flexible contract terms that account for regulatory volatility. In parallel, research and development roadmaps may shift to emphasize software-optimized solutions that reduce reliance on constrained hardware components. Finally, tariffs can indirectly hasten investments in domestic manufacturing capabilities and partnerships that reduce exposure to import restrictions, thereby reshaping regional supply networks and the competitive dynamics among system vendors and chip designers.

Dissecting accelerator and application segmentation to reveal differentiated technical requirements industry drivers and deployment tradeoffs that guide purchasing and design choices

A granular view of segmentation illuminates where demand is concentrated and how technical requirements diverge across use cases and industries. By accelerator type, the market spans dedicated ASICs, versatile FPGAs, general-purpose GPUs, and neural processing units. ASICs can be tailored to inference or to training workloads, delivering power and performance advantages where workload characteristics are stable. FPGAs, available from major silicon vendors, remain attractive for latency-sensitive tasks and environments requiring post-deployment reconfigurability. NPUs appear both as generic neural accelerators and in specialized tensor processing units that accelerate dense matrix operations, while GPUs continue to serve as the dominant choice for highly parallel training workloads and complex model development.

Applications further segment into AI inference, AI training, data analytics, high performance computing, and video processing. AI inference subdivides into computer vision, natural language processing, and speech recognition, reflecting differing latency and throughput profiles. AI training also breaks down into computer vision and natural language processing tasks as well as recommendation systems, each with distinct dataset sizes, memory footprints, and interconnect demands. End-use industries drive procurement and deployment patterns; banking and finance prioritize low-latency inference and regulatory compliance, government deployments emphasize security and sovereignty, healthcare focuses on model validation and privacy, IT and telecom require scalability and service-level integration, and manufacturing centers on real-time control and predictive maintenance. Deployment models span cloud, edge, and on premise environments, and each option carries tradeoffs between centralized manageability, latency, and control over data residency. Understanding these intersecting segments is essential to mapping value propositions and technology roadmaps that align with workload characteristics and operational constraints.

Comparative regional dynamics and policy influences that determine procurement priorities deployment patterns and innovation strategies across global accelerator markets

Regional dynamics shape how accelerator technologies are adopted, sourced, and regulated, creating distinct strategic priorities across major geographies. In the Americas, demand is driven by hyperscalers, cloud service providers, and a strong developer ecosystem that pushes rapid iteration on both training and inference platforms. This region benefits from large-scale data center investments, flexible capital markets, and a concentration of AI research that catalyzes early adoption of high-performance GPUs and custom ASIC implementations.

Europe, Middle East & Africa presents a heterogeneous set of conditions where regulatory constraints, data sovereignty concerns, and renewable energy targets influence deployment patterns. Organizations in this region often prioritize energy-efficient designs and compliance with stringent privacy frameworks, which can favor edge and on-premise deployments for sensitive workloads. Local manufacturing and design initiatives also play a role in reducing exposure to cross-border trade volatility. Asia-Pacific exhibits a mix of advanced manufacturing capabilities and rapidly growing demand across cloud and edge use cases. Several countries in this region are scaling domestic semiconductor capabilities and creating supportive industrial policies, which affects where components are sourced and how supply chains are organized. Across all regions, variations in talent availability, infrastructure maturity, and policy direction meaningfully affect adoption speed and architecture choices.

How vendor strategies spanning proprietary silicon software ecosystems partnerships and operational integration are shaping competitive advantage in accelerator ecosystems

Leading firms in the accelerator ecosystem are following several consistent strategic threads to secure long-term competitiveness. Many are combining investments in proprietary silicon design with strong software ecosystems to capture both performance differentiation and the developer mindshare required for sustained adoption. Partnerships between chip designers and system integrators enable optimized reference architectures, while alliances with cloud and edge service providers help accelerate validation and commercialization across diverse workloads.

Other companies focus on vertical integration, controlling critical stages from packaging to thermal design to supply chain logistics, thereby reducing exposure to external shocks and improving margin predictability. A parallel strategy emphasizes modularity and interoperability, with vendors offering reference platforms and open interfaces to accelerate deployment in heterogeneous environments. Competitive positioning increasingly depends on the ability to deliver comprehensive solutions that pair hardware acceleration with turnkey software stacks, managed services, and lifecycle support. Strategic M&A and selective investments in specialty foundries, testing capacity, and regional assembly capabilities further distinguish incumbents that can reliably meet global demand while responding to local regulatory and sourcing requirements.

Practical strategic imperatives for executives to align procurement innovation and operational resilience with accelerator-driven performance and sustainability goals

Industry leaders must pursue a set of pragmatic actions to capture value while mitigating risk in an environment of rapid technological change and geopolitical complexity. First, diversify supply chains and qualify multiple suppliers for critical components to reduce single-source exposure and improve negotiating leverage. Second, align hardware investments with software portability by adopting abstraction layers and standardized deployment frameworks that enable workload mobility between cloud, edge, and on-premise environments. Third, prioritize energy efficiency and thermal innovation to lower operating costs and meet regulatory sustainability targets; this includes co-optimizing silicon, cooling, and power distribution.

Leaders should also invest in talent and partnerships to accelerate time-to-market for customized accelerators and to support software stacks that maximize hardware utilization. Engage in strategic partnerships with regional fabrication and assembly partners to reduce tariff exposure and shorten lead times. Incorporate scenario planning into procurement cycles to account for policy shifts and supply chain disruptions. Finally, enhance go-to-market approaches by coupling technical proof points with clear business outcomes, demonstrating how accelerator choices translate into latency reductions, throughput improvements, or differentiated services for end customers.

A transparent research framework combining expert interviews triangulation and scenario analysis to provide replicable evidence and defensible strategic insight into accelerator adoption

The research underpinning this report integrates multiple qualitative and quantitative approaches to ensure robustness and relevance. Primary research included structured interviews with technical and business leaders across cloud providers, system integrators, silicon vendors, enterprise IT organizations, and academic research labs to capture firsthand perspectives on adoption drivers, architectural tradeoffs, and procurement constraints. Secondary research involved methodical synthesis of publicly available technical documentation, standards bodies outputs, regulatory announcements, and supply chain disclosures to contextualize primary inputs and identify material trends.

Analytic rigor was maintained through cross-validation techniques that triangulate interview findings with observed product roadmaps, patent activity, and announced partnerships. Scenario analysis was employed to test sensitivity to supply chain disruptions and policy shifts, while segmentation frameworks mapped workload characteristics to technology choices. Data governance practices ensured transparency about sources and assumptions, and limitations were clearly documented to highlight areas where further primary investigation is recommended. Together these methods produce a replicable and defensible evidence base to support strategic decisions.

Concluding view on integrating technical, operational, and commercial strategies to realize the transformative potential of accelerator-driven infrastructure

Accelerator technologies are at the heart of a fundamental transformation in how compute capacity is designed, deployed, and monetized. The convergence of specialized silicon, advanced software stacks, and evolving deployment topologies has created a dynamic competitive environment where technical performance must be balanced against operational resilience, energy consumption, and regulatory compliance. Organizations that succeed will be those that adopt a systems view-one that aligns hardware selection, software portability, and supply chain strategy to the specific needs of workloads and end users.

Moving forward, decision-makers should treat hardware choice as an integrated element of product and service strategy, not merely a procurement event. By prioritizing modularity, investing in talent and partnerships, and maintaining flexible sourcing strategies, leaders can capture the efficiencies and competitive differentiation offered by accelerators while reducing exposure to geopolitical and market volatility. The path ahead rewards those who combine technical rigor with pragmatic commercial planning to turn accelerator innovation into reliable business outcomes.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Surge in deployment of liquid cooling infrastructure to manage high density accelerator clusters in hyperscale data centers
  • 5.2. Adoption of CXL enabled disaggregated accelerator architectures for flexible resource allocation across data center nodes
  • 5.3. Integration of heterogeneous GPU and FPGA coprocessing for real time AI inference workloads in enterprise data centers
  • 5.4. Emergence of open source accelerator hardware ecosystems to mitigate vendor lock in and reduce integration costs
  • 5.5. Development of low power AI specific accelerators aimed at reducing overall data center operational energy consumption

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Data Center Accelerator Market, by Accelerator Type

  • 8.1. ASIC
    • 8.1.1. Inference ASIC
    • 8.1.2. Training ASIC
  • 8.2. FPGA
    • 8.2.1. Intel
    • 8.2.2. Xilinx
  • 8.3. GPU
  • 8.4. NPU
    • 8.4.1. Generic NPU
    • 8.4.2. TPU

9. Data Center Accelerator Market, by Application

  • 9.1. AI Inference
    • 9.1.1. Computer Vision
    • 9.1.2. Natural Language Processing
    • 9.1.3. Speech Recognition
  • 9.2. AI Training
    • 9.2.1. Computer Vision
    • 9.2.2. Natural Language Processing
    • 9.2.3. Recommendation Systems
  • 9.3. Data Analytics
  • 9.4. HPC
  • 9.5. Video Processing

10. Data Center Accelerator Market, by End Use Industry

  • 10.1. Banking & Finance
  • 10.2. Government
  • 10.3. Healthcare
  • 10.4. IT & Telecom
  • 10.5. Manufacturing

11. Data Center Accelerator Market, by Deployment Model

  • 11.1. Cloud
  • 11.2. Edge
  • 11.3. On Premise

12. Data Center Accelerator Market, by Region

  • 12.1. Americas
    • 12.1.1. North America
    • 12.1.2. Latin America
  • 12.2. Europe, Middle East & Africa
    • 12.2.1. Europe
    • 12.2.2. Middle East
    • 12.2.3. Africa
  • 12.3. Asia-Pacific

13. Data Center Accelerator Market, by Group

  • 13.1. ASEAN
  • 13.2. GCC
  • 13.3. European Union
  • 13.4. BRICS
  • 13.5. G7
  • 13.6. NATO

14. Data Center Accelerator Market, by Country

  • 14.1. United States
  • 14.2. Canada
  • 14.3. Mexico
  • 14.4. Brazil
  • 14.5. United Kingdom
  • 14.6. Germany
  • 14.7. France
  • 14.8. Russia
  • 14.9. Italy
  • 14.10. Spain
  • 14.11. China
  • 14.12. India
  • 14.13. Japan
  • 14.14. Australia
  • 14.15. South Korea

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Analysis
    • 15.3.1. NVIDIA Corporation
    • 15.3.2. Intel Corporation
    • 15.3.3. Advanced Micro Devices, Inc.
    • 15.3.4. Broadcom Inc.
    • 15.3.5. Xilinx, Inc.
    • 15.3.6. Huawei Technologies Co., Ltd.
    • 15.3.7. Marvell Technology, Inc.
    • 15.3.8. Qualcomm Incorporated
    • 15.3.9. Samsung Electronics Co., Ltd.
    • 15.3.10. International Business Machines Corporation

LIST OF FIGURES

  • FIGURE 1. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 11. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. ASEAN DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. GCC DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. EUROPEAN UNION DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. BRICS DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. G7 DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. NATO DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. DATA CENTER ACCELERATOR MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 28. DATA CENTER ACCELERATOR MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. DATA CENTER ACCELERATOR MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INFERENCE ASIC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INFERENCE ASIC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INFERENCE ASIC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INFERENCE ASIC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INFERENCE ASIC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INFERENCE ASIC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TRAINING ASIC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TRAINING ASIC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TRAINING ASIC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TRAINING ASIC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TRAINING ASIC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TRAINING ASIC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INTEL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INTEL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INTEL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INTEL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INTEL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY INTEL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY XILINX, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY XILINX, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY XILINX, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY XILINX, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY XILINX, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY XILINX, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GPU, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GPU, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GPU, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GPU, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GPU, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GPU, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GENERIC NPU, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GENERIC NPU, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GENERIC NPU, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GENERIC NPU, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GENERIC NPU, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GENERIC NPU, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TPU, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TPU, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TPU, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TPU, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TPU, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY TPU, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY SPEECH RECOGNITION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY SPEECH RECOGNITION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY SPEECH RECOGNITION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY SPEECH RECOGNITION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HPC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HPC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HPC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HPC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HPC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HPC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY VIDEO PROCESSING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY VIDEO PROCESSING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY VIDEO PROCESSING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY VIDEO PROCESSING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY VIDEO PROCESSING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY VIDEO PROCESSING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY BANKING & FINANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY BANKING & FINANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY BANKING & FINANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY BANKING & FINANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY BANKING & FINANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY BANKING & FINANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GOVERNMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GOVERNMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GOVERNMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GOVERNMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GOVERNMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HEALTHCARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HEALTHCARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY IT & TELECOM, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY IT & TELECOM, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY IT & TELECOM, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY IT & TELECOM, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY IT & TELECOM, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY IT & TELECOM, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANUFACTURING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANUFACTURING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY EDGE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY EDGE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY EDGE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY EDGE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY EDGE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY EDGE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ON PREMISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ON PREMISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 199. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 200. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 201. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 202. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 203. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 204. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 205. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 206. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 207. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 208. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 209. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 210. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 211. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 212. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 213. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 214. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 215. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 216. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 217. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 218. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 219. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 220. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 221. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 222. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 223. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 224. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 225. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 226. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 227. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 228. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 229. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 230. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 231. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 232. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 233. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 234. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 235. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 236. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 237. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 238. NORTH AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 239. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 240. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 241. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 242. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 243. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 244. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 245. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 246. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 247. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 248. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 249. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 250. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 251. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 252. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 253. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 254. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 255. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 256. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 257. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 258. LATIN AMERICA DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 259. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 260. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 261. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 262. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 263. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 264. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 265. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 266. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 267. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 268. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 269. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 270. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 271. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 272. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 273. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 274. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 275. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 276. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 277. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 278. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 279. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 280. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 281. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 282. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 283. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 284. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 285. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 286. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 287. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 288. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 289. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 290. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 291. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 292. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 293. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 294. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 295. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 296. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 297. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 298. EUROPE DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 299. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 300. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 301. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 302. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY ACCELERATOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 303. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2018-2024 (USD MILLION)
  • TABLE 304. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY ASIC, 2025-2032 (USD MILLION)
  • TABLE 305. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2018-2024 (USD MILLION)
  • TABLE 306. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY FPGA, 2025-2032 (USD MILLION)
  • TABLE 307. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2018-2024 (USD MILLION)
  • TABLE 308. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY NPU, 2025-2032 (USD MILLION)
  • TABLE 309. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 310. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 311. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2018-2024 (USD MILLION)
  • TABLE 312. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY AI INFERENCE, 2025-2032 (USD MILLION)
  • TABLE 313. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2018-2024 (USD MILLION)
  • TABLE 314. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY AI TRAINING, 2025-2032 (USD MILLION)
  • TABLE 315. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 316. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY END USE INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 317. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 318. MIDDLE EAST DATA CENTER ACCELERATOR MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2032 (USD MILLION)
  • TABLE 319. AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-20