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市場調查報告書
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1600700

資料中心 GPU 市場：按產品、記憶體容量、部署模型和最終用戶 - 2025-2030 年全球預測

Data Center GPU Market by Product (Discrete, Integrated), Memory Capacity (4GB to 8GB, 8GB to 16GB, Above 16GB), Deployment Model, End-User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 198 Pages | 商品交期: 最快1-2個工作天內

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※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

2023年資料中心GPU市場規模為208億美元，預計2024年將達251.3億美元，複合年成長率為21.44%，2030年將達810.7億美元。

資料中心GPU市場對於快速成長的人工智慧、機器學習和大規模資料處理領域至關重要。 GPU 被定義為專門用於傳統圖形應用之外的高效能運算的圖形處理單元，對於資料中心滿足日益成長的運算需求至關重要。資料中心對 GPU 的需求源自於其無與倫比的加速複雜運算、最佳化資料吞吐量和提高能源效率的能力。 GPU 在雲端處理、科學研究、金融建模和即時資料分析等各個領域都有應用。最終用戶主要是尋求強大的大資料營運解決方案的科技巨頭、政府機構和研究機構。成長的推動因素包括資料產生的爆炸性成長、人工智慧和機器學習的採用增加以及從傳統的基於 CPU 的處理轉向基於 GPU 的系統的持續轉變。機會在於不斷擴大的人工智慧領域，在自動駕駛、個人化醫療和智慧城市等領域具有潛力。然而，市場面臨初始投資成本高、溫度控管問題和功耗挑戰等限制。量子運算整合、邊緣運算增強和人工智慧最佳化的 GPU 架構等新興趨勢和創新，為研究和業務成長指明了道路。公司應該專注於開發能夠有效平衡功耗和效能並整合更好的冷卻解決方案的GPU。此外，與專門從事人工智慧的公司和研究機構合作可以釋放新功能並擴大市場範圍。然而，監管挑戰和快速發展的技術要求公司保持靈活性。資料中心 GPU 市場競爭激烈且發展迅速，迫使企業不斷創新並適應新技術開拓，以保持領先地位並推動成長。了解這些動態對於市場參與者在克服獨特挑戰的同時最大限度地發揮潛力至關重要。

主要市場統計
基準年[2023] 208億美元
預測年份 [2024] 251.3億美元
預測年份 [2030] 810.7億美元
複合年成長率（%） 21.44%

市場動態：快速發展的資料中心 GPU 市場的關鍵市場洞察

資料中心 GPU 市場正因供需的動態交互作用而轉變。了解這些不斷變化的市場動態可以幫助企業做出明智的投資決策、策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時消費行為及其對製造成本的影響以及對採購趨勢的影響。

  • 市場促進因素
    • 製造業快速實施工業4.0及政府扶持政策
    • 全球企業和個人轉向基於雲端基礎的解決方案
    • 擴大智慧城市計劃和物聯網應用的引進
  • 市場限制因素
    • 引進高效能 GPU 帶來的高成本
  • 市場機會
    • GPU架構的持續創新與進步
    • 邊緣運算的持續擴展需要強大的資料中心 GPU
  • 市場挑戰
    • GPU發熱及能耗問題

波特五力：駕馭資料中心 GPU 市場的策略工具

波特的五力框架是理解市場競爭格局的重要工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解外部對資料中心GPU市場的影響

外部宏觀環境因素在塑造資料中心市場 GPU 效能動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並幫助他們做出積極主動的決策。

市場佔有率分析 了解資料中心 GPU 市場的競爭狀況

資料中心市場 GPU 的詳細市場佔有率分析提供了對供應商績效的全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV定位矩陣資料中心GPU市場供應商績效評估

FPNV定位矩陣是評估資料中心GPU市場供應商的重要工具。此矩陣允許業務組織根據供應商的商務策略和產品滿意度評估供應商，從而做出符合其目標的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析與建議 繪製資料中心 GPU 市場的成功之路

對於旨在加強在全球市場的影響力的公司來說，對資料中心 GPU 市場進行策略分析至關重要。透過審查關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機，並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：對當前市場環境的詳細審查、主要企業的廣泛資料、對其在市場中的影響力和整體影響力的評估。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監管核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，以幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 由於政府的支持政策，工業4.0正在製造業中迅速採用。
      • 世界各地的企業和個人正在轉向雲端基礎的解決方案
      • 擴大智慧城市計劃和物聯網應用的引進
    • 抑制因素
      • 引進高效能 GPU 帶來的高成本
    • 機會
      • GPU架構的持續創新與進步
      • 邊緣運算的持續擴展需要強大的資料中心 GPU
    • 任務
      • GPU發熱及能耗問題
  • 市場區隔分析
    • 產品：擴大單一資料中心 GPU 的使用，以實現高圖形效能和複雜資料運算
    • 記憶體容量：為了平衡功耗和經濟性，擴大採用 8GB 到 16GB 的記憶體容量。
    • 部署模型：雲端部署模型因其靈活性和擴充性而越來越受青睞。
    • 應用：增加資料中心GPU在學習上的應用，以快速分析處理複雜的數學計算
    • 最終用戶：IT 和通訊產業的持續擴張加速了對強大資料中心 GPU 的需求
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境
  • 客戶客製化
    • BFSI 部門的應用案例
    • 能源和公共領域的應用用例
    • 教育領域應用案例
    • 政府部門應用程式的用例
    • 醫療保健領域的應用程式使用範例
    • IT 和通訊領域應用程式的用例
    • 製造業的應用用例
    • 媒體娛樂領域的應用案例
    • 零售業應用案例

第 6 章資料中心 GPU 市場：按產品

  • 離散的
  • 融合的

第7章資料中心GPU市場（按記憶體容量）

  • 4GB 至 8GB
  • 8GB 至 16GB
  • 16GB以上
  • 小於 4 GB

第8章資料中心GPU市場導入模型

  • 雲
  • 本地

第 9 章資料中心 GPU 市場：依最終使用者分類

  • BFSI
    • BFSI-一代-內容創作
    • BFSI-Generation- 合成資料生成
    • BFSI-Generation-文本生成
    • BFSI - 推理 - 即時影像和視訊分析
    • BFSI-推理-推薦系統
    • BFSI - 推理 -語音辨識與翻譯
    • BFSI-學習-資料分析與巨量資料處理
    • BFSI - 學習 - 訓練深度學習模型
    • BFSI-學習-強化學習
  • 教育
    • 教育-生成-內容創作
    • 教育-生成-綜合資料生成
    • 教育-生成-文本生成
    • 教育-推理-即時影像/影片分析
    • 教育-推理-推薦系統
    • 教育 - 推理 -語音辨識與翻譯
    • 教育學習-資料分析與巨量資料處理
    • 教育-學習-訓練深度學習模型
    • 教育-學習-強化學習
  • 能源/公共產業
    • 能源和公共事業- 發電 - 內容創建
    • 能源和公共事業- 生成 - 綜合資料生成
    • 能源和公共事業- 生成 - 文字生成
    • 能源和公共事業- 推理 - 即時影像和視訊分析
    • 能源和公共-推理-推薦系統
    • 能源和公共- 推理 -語音辨識和翻譯
    • 能源和公共- 學習 -資料分析和巨量資料處理
    • 能源和公共事業- 學習 - 訓練深度學習模型
    • 能源與公共- 學習 - 強化學習
  • 政府
    • 政府-生成-內容創作
    • 政府-生成-綜合資料生成
    • 政府生成-文本生成
    • 政府 - 推理 - 即時影像和視訊分析
    • 政府推理推薦系統
    • 政府 - 推理 -語音辨識與翻譯
    • 政府-學習-資料分析與巨量資料處理
    • 政府-學習-訓練深度學習模型
    • 政府-學習-強化學習
  • 衛生保健
    • 醫療保健世代-內容創作
    • 醫療保健生成-綜合資料生成
    • 醫療保健世代-文本生成
    • 醫療保健-推理-即時影像/影片分析
    • 醫療保健推理推薦系統
    • 醫療保健 - 推理 -語音辨識和翻譯
    • 醫療保健 - 學習 -資料分析和巨量資料處理
    • 醫療保健 - 學習 - 訓練深度學習模型
    • 醫療保健 - 學習 - 強化學習
  • 資訊科技和通訊
    • IT 與通訊- 世代 - 內容創建
    • IT 與通訊- 生成 - 合成資料生成
    • IT 與通訊- 生成 - 文字生成
    • IT 和通訊- 推理 - 即時影像和視訊分析
    • IT 與通訊- 推理 - 推薦系統
    • IT 與通訊- 推理 -語音辨識與翻譯
    • 資訊科技與通訊- 學習 -資料分析及巨量資料處理
    • IT 與通訊- 學習 - 訓練深度學習模型
    • IT 與通訊- 學習 - 強化學習
  • 製造業
    • 製造-生成-內容創作
    • 製造 - 生成 - 綜合資料生成
    • 製造-生成-文本生成
    • 製造 - 推理 - 即時影像和視訊分析
    • 製造-推理-推薦系統
    • 製造 - 推理 -語音辨識與翻譯
    • 製造-學習-資料分析和巨量資料處理
    • 製造-學習-訓練深度學習模型
    • 製造-學習-強化學習
  • 媒體和娛樂
    • 媒體與娛樂 - 世代 - 內容創作
    • 媒體與娛樂生成-綜合資料生成
    • 媒體與娛樂-生成-文字生成
    • 媒體和娛樂 - 推理 - 即時圖像和視訊分析
    • 媒體與娛樂 - 推理 - 推薦系統
    • 媒體與娛樂 - 推理 -語音辨識與翻譯
    • 媒體與娛樂 - 學習 -資料分析與巨量資料處理
    • 媒體與娛樂 - 學習 - 訓練深度學習模型
    • 媒體與娛樂 - 學習 - 強化學習
  • 零售
    • 零售-生成-內容創作
    • 零售-生成-綜合資料生成
    • 零售一代文字生成
    • 零售 - 推理 - 即時影像和視訊分析
    • 零售-推理-推薦系統
    • 零售 - 推理 -語音辨識與翻譯
    • 零售-學習-資料分析與巨量資料處理
    • 零售 - 學習 - 訓練深度學習模型
    • 零售-學習-強化學習

第10章 美洲資料中心GPU市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第11章亞太地區資料中心GPU市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第12章歐洲、中東和非洲資料中心GPU市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第13章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • Advanced Micro Devices 透過收購 ZT Systems 來增強 GPU 伺服器能力
    • Imagination Technologies Limited 獲得 Fortress Investment Group 策略投資
    • HPE 推出由 NVIDIA GPU 提供支援的「承包」AI資料中心解決方案
    • 英特爾推出下一代至強晶片，以提高雲端和資料中心的人工智慧效能
    • NVIDIA公司收購Run:AI以增強GPU編配能力
    • NVIDIA 公司宣布推出採用 GPU 技術的 Blackwell 平台。
    • Yotta 斥資 5 億美元收購 NVIDIA 公司用於資料中心的 GPU，擴展 GPU 基礎設施
    • Imagination Technologies Limited 宣布推出支援 DirectX 的高效能 GPU IP
    • Google 透過新的 TPU 和 GPU 創新為大規模資料中心 AI 工作負載提供 AI 基礎架構支援。
  • 戰略分析和建議
    • 英偉達公司
    • 想像科技有限公司
    • 英特爾公司
    • 超微半導體公司

公司名單

  • Advanced Micro Devices, Inc.
  • Analog Devices, Inc.
  • Arm Holdings PLC
  • ASUSTeK Computer Inc.
  • Broadcom Inc.
  • Fujitsu Limited
  • Google LLC by Alphabet Inc.
  • Hewlett Packard Enterprise Company
  • Huawei Investment & Holding Co., Ltd.
  • Imagination Technologies Limited
  • Intel Corporation
  • International Business Machines Corporation
  • Microsoft Corporation
  • NVIDIA Corporation
  • Oracle Corporation
  • VeriSilicon Microelectronics（Shanghai）Co., Ltd.
Product Code: MRR-92249FEC2CC3

The Data Center GPU Market was valued at USD 20.80 billion in 2023, expected to reach USD 25.13 billion in 2024, and is projected to grow at a CAGR of 21.44%, to USD 81.07 billion by 2030.

The Data Center GPU market is integral to the burgeoning fields of artificial intelligence, machine learning, and large-scale data processing. Defined as graphical processing units specialized for high-performance computing beyond traditional graphics applications, these GPUs are vital for data centers to meet the escalating computational demands. The necessity for data center GPUs stems from their unparalleled ability to accelerate complex computations, optimize data throughput, and improve energy efficiency. They find applications across various sectors like cloud computing, scientific research, financial modeling, and real-time data analytics. End-users primarily include tech giants, governmental agencies, and research institutions seeking robust solutions for massive data operations. Growth is influenced by the explosion of data generation, increasing adoption of AI and machine learning, and the ongoing shift from traditional CPU-based processing to GPU-based systems. Opportunities lie in the expanding AI sector, with potential in sectors like autonomous driving, personalized medicine, and smart cities. However, the market faces limitations such as high initial investment, heat management issues, and power consumption challenges. Emerging trends and innovations like quantum computing integration, edge computing enhancements, and AI-optimized GPU architectures present avenues for research and business growth. Companies should focus on developing GPUs that efficiently balance power consumption with performance and integrate better cooling solutions. Collaborations with AI-focused enterprises and research institutes can also unlock new capabilities and expand market reach. However, regulatory challenges and the fast-paced evolution of technology require businesses to remain agile. The Data Center GPU market is competitive and rapidly evolving, pushing firms to continuously innovate and adapt to new technological developments to maintain relevance and drive growth. Understanding these dynamics is crucial for players within the market to harness its full potential while navigating its inherent challenges.

KEY MARKET STATISTICS
Base Year [2023] USD 20.80 billion
Estimated Year [2024] USD 25.13 billion
Forecast Year [2030] USD 81.07 billion
CAGR (%) 21.44%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Data Center GPU Market

The Data Center GPU Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • The rapid adoption of Industry 4.0 across manufacturing industries with supportive government policies
    • Global businesses and individuals shift toward cloud-based solutions
    • Growing implementation of smart city projects and IoT applications
  • Market Restraints
    • High cost associated with the deployment of high-performance GPUs
  • Market Opportunities
    • Continuous innovation and advancements in GPU architectures
    • Ongoing expansion of edge computing demands robust data center GPUs
  • Market Challenges
    • Issues related to heat output and energy consumption of GPUs

Porter's Five Forces: A Strategic Tool for Navigating the Data Center GPU Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Data Center GPU Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Data Center GPU Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Data Center GPU Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Data Center GPU Market

A detailed market share analysis in the Data Center GPU Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Data Center GPU Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Data Center GPU Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Data Center GPU Market

A strategic analysis of the Data Center GPU Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Data Center GPU Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices, Inc., Analog Devices, Inc., Arm Holdings PLC, ASUSTeK Computer Inc., Broadcom Inc., Fujitsu Limited, Google LLC by Alphabet Inc., Hewlett Packard Enterprise Company, Huawei Investment & Holding Co., Ltd., Imagination Technologies Limited, Intel Corporation, International Business Machines Corporation, Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, and VeriSilicon Microelectronics (Shanghai) Co., Ltd..

Market Segmentation & Coverage

This research report categorizes the Data Center GPU Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Product, market is studied across Discrete and Integrated.
  • Based on Memory Capacity, market is studied across 4GB to 8GB, 8GB to 16GB, Above 16GB, and Below 4 GB.
  • Based on Deployment Model, market is studied across Cloud and On-premise.
  • Based on End-User, market is studied across BFSI, Education, Energy & Utilities, Government, Healthcare, IT & Telecommunications, Manufacturing, Media & Entertainment, and Retail. The BFSI is further studied across BFSI - Generation - Content Creation, BFSI - Generation - Synthetic Data Generation, BFSI - Generation - Text Generation, BFSI - Inference - Real-time Image & Video Analytics, BFSI - Inference - Recommender Systems, BFSI - Inference - Speech Recognition & Translation, BFSI - Learning - Data Analytics & Big Data Processing, BFSI - Learning - Deep Learning Model Training, and BFSI - Learning - Reinforcement Learning. The Education is further studied across Education - Generation - Content Creation, Education - Generation - Synthetic Data Generation, Education - Generation - Text Generation, Education - Inference - Real-time Image & Video Analytics, Education - Inference - Recommender Systems, Education - Inference - Speech Recognition & Translation, Education - Learning - Data Analytics & Big Data Processing, Education - Learning - Deep Learning Model Training, and Education - Learning - Reinforcement Learning. The Energy & Utilities is further studied across Energy & Utilities - Generation - Content Creation, Energy & Utilities - Generation - Synthetic Data Generation, Energy & Utilities - Generation - Text Generation, Energy & Utilities - Inference - Real-time Image & Video Analytics, Energy & Utilities - Inference - Recommender Systems, Energy & Utilities - Inference - Speech Recognition & Translation, Energy & Utilities - Learning - Data Analytics & Big Data Processing, Energy & Utilities - Learning - Deep Learning Model Training, and Energy & Utilities - Learning - Reinforcement Learning. The Government is further studied across Government - Generation - Content Creation, Government - Generation - Synthetic Data Generation, Government - Generation - Text Generation, Government - Inference - Real-time Image & Video Analytics, Government - Inference - Recommender Systems, Government - Inference - Speech Recognition & Translation, Government - Learning - Data Analytics & Big Data Processing, Government - Learning - Deep Learning Model Training, and Government - Learning - Reinforcement Learning. The Healthcare is further studied across Healthcare - Generation - Content Creation, Healthcare - Generation - Synthetic Data Generation, Healthcare - Generation - Text Generation, Healthcare - Inference - Real-time Image & Video Analytics, Healthcare - Inference - Recommender Systems, Healthcare - Inference - Speech Recognition & Translation, Healthcare - Learning - Data Analytics & Big Data Processing, Healthcare - Learning - Deep Learning Model Training, and Healthcare - Learning - Reinforcement Learning. The IT & Telecommunications is further studied across IT & Telecommunications - Generation - Content Creation, IT & Telecommunications - Generation - Synthetic Data Generation, IT & Telecommunications - Generation - Text Generation, IT & Telecommunications - Inference - Real-time Image & Video Analytics, IT & Telecommunications - Inference - Recommender Systems, IT & Telecommunications - Inference - Speech Recognition & Translation, IT & Telecommunications - Learning - Data Analytics & Big Data Processing, IT & Telecommunications - Learning - Deep Learning Model Training, and IT & Telecommunications - Learning - Reinforcement Learning. The Manufacturing is further studied across Manufacturing - Generation - Content Creation, Manufacturing - Generation - Synthetic Data Generation, Manufacturing - Generation - Text Generation, Manufacturing - Inference - Real-time Image & Video Analytics, Manufacturing - Inference - Recommender Systems, Manufacturing - Inference - Speech Recognition & Translation, Manufacturing - Learning - Data Analytics & Big Data Processing, Manufacturing - Learning - Deep Learning Model Training, and Manufacturing - Learning - Reinforcement Learning. The Media & Entertainment is further studied across Media & Entertainment - Generation - Content Creation, Media & Entertainment - Generation - Synthetic Data Generation, Media & Entertainment - Generation - Text Generation, Media & Entertainment - Inference - Real-time Image & Video Analytics, Media & Entertainment - Inference - Recommender Systems, Media & Entertainment - Inference - Speech Recognition & Translation, Media & Entertainment - Learning - Data Analytics & Big Data Processing, Media & Entertainment - Learning - Deep Learning Model Training, and Media & Entertainment - Learning - Reinforcement Learning. The Retail is further studied across Retail - Generation - Content Creation, Retail - Generation - Synthetic Data Generation, Retail - Generation - Text Generation, Retail - Inference - Real-time Image & Video Analytics, Retail - Inference - Recommender Systems, Retail - Inference - Speech Recognition & Translation, Retail - Learning - Data Analytics & Big Data Processing, Retail - Learning - Deep Learning Model Training, and Retail - Learning - Reinforcement Learning.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. The rapid adoption of Industry 4.0 across manufacturing industries with supportive government policies
      • 5.1.1.2. Global businesses and individuals shift toward cloud-based solutions
      • 5.1.1.3. Growing implementation of smart city projects and IoT applications
    • 5.1.2. Restraints
      • 5.1.2.1. High cost associated with the deployment of high-performance GPUs
    • 5.1.3. Opportunities
      • 5.1.3.1. Continuous innovation and advancements in GPU architectures
      • 5.1.3.2. Ongoing expansion of edge computing demands robust data center GPUs
    • 5.1.4. Challenges
      • 5.1.4.1. Issues related to heat output and energy consumption of GPUs
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Product: Growing utilization of discrete data centers GPU for high graphics performance and complex data computations
    • 5.2.2. Memory Capacity: Growing adoption of 8GB to 16GB memory capacity to provide a balance of power and affordability
    • 5.2.3. Deployment Model: Increasing preference for cloud deployment model due to its flexibility and scalability
    • 5.2.4. Application: Rising application of data center GPUs in learning for rapid analysis and handling complex mathematical computations
    • 5.2.5. End-User: Ongoing expansion of IT & telecommunications sector accelerates demand for robust data center GPU
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental
  • 5.5. Client Customization
    • 5.5.1. Use cases for application by BFSI sector
    • 5.5.2. Use cases for application by energy & utilities sector
    • 5.5.3. Use cases for application by education sector
    • 5.5.4. Use cases for application by government sector
    • 5.5.5. Use cases for application by healthcare sector
    • 5.5.6. Use cases for application by IT & telecommunications sector
    • 5.5.7. Use cases for application by manufacturing sector
    • 5.5.8. Use cases for application by media & entertainment sector
    • 5.5.9. Use cases for application by retail sector

6. Data Center GPU Market, by Product

  • 6.1. Introduction
  • 6.2. Discrete
  • 6.3. Integrated

7. Data Center GPU Market, by Memory Capacity

  • 7.1. Introduction
  • 7.2. 4GB to 8GB
  • 7.3. 8GB to 16GB
  • 7.4. Above 16GB
  • 7.5. Below 4 GB

8. Data Center GPU Market, by Deployment Model

  • 8.1. Introduction
  • 8.2. Cloud
  • 8.3. On-premise

9. Data Center GPU Market, by End-User

  • 9.1. Introduction
  • 9.2. BFSI
    • 9.2.1. BFSI - Generation - Content Creation
    • 9.2.2. BFSI - Generation - Synthetic Data Generation
    • 9.2.3. BFSI - Generation - Text Generation
    • 9.2.4. BFSI - Inference - Real-time Image & Video Analytics
    • 9.2.5. BFSI - Inference - Recommender Systems
    • 9.2.6. BFSI - Inference - Speech Recognition & Translation
    • 9.2.7. BFSI - Learning - Data Analytics & Big Data Processing
    • 9.2.8. BFSI - Learning - Deep Learning Model Training
    • 9.2.9. BFSI - Learning - Reinforcement Learning
  • 9.3. Education
    • 9.3.1. Education - Generation - Content Creation
    • 9.3.2. Education - Generation - Synthetic Data Generation
    • 9.3.3. Education - Generation - Text Generation
    • 9.3.4. Education - Inference - Real-time Image & Video Analytics
    • 9.3.5. Education - Inference - Recommender Systems
    • 9.3.6. Education - Inference - Speech Recognition & Translation
    • 9.3.7. Education - Learning - Data Analytics & Big Data Processing
    • 9.3.8. Education - Learning - Deep Learning Model Training
    • 9.3.9. Education - Learning - Reinforcement Learning
  • 9.4. Energy & Utilities
    • 9.4.1. Energy & Utilities - Generation - Content Creation
    • 9.4.2. Energy & Utilities - Generation - Synthetic Data Generation
    • 9.4.3. Energy & Utilities - Generation - Text Generation
    • 9.4.4. Energy & Utilities - Inference - Real-time Image & Video Analytics
    • 9.4.5. Energy & Utilities - Inference - Recommender Systems
    • 9.4.6. Energy & Utilities - Inference - Speech Recognition & Translation
    • 9.4.7. Energy & Utilities - Learning - Data Analytics & Big Data Processing
    • 9.4.8. Energy & Utilities - Learning - Deep Learning Model Training
    • 9.4.9. Energy & Utilities - Learning - Reinforcement Learning
  • 9.5. Government
    • 9.5.1. Government - Generation - Content Creation
    • 9.5.2. Government - Generation - Synthetic Data Generation
    • 9.5.3. Government - Generation - Text Generation
    • 9.5.4. Government - Inference - Real-time Image & Video Analytics
    • 9.5.5. Government - Inference - Recommender Systems
    • 9.5.6. Government - Inference - Speech Recognition & Translation
    • 9.5.7. Government - Learning - Data Analytics & Big Data Processing
    • 9.5.8. Government - Learning - Deep Learning Model Training
    • 9.5.9. Government - Learning - Reinforcement Learning
  • 9.6. Healthcare
    • 9.6.1. Healthcare - Generation - Content Creation
    • 9.6.2. Healthcare - Generation - Synthetic Data Generation
    • 9.6.3. Healthcare - Generation - Text Generation
    • 9.6.4. Healthcare - Inference - Real-time Image & Video Analytics
    • 9.6.5. Healthcare - Inference - Recommender Systems
    • 9.6.6. Healthcare - Inference - Speech Recognition & Translation
    • 9.6.7. Healthcare - Learning - Data Analytics & Big Data Processing
    • 9.6.8. Healthcare - Learning - Deep Learning Model Training
    • 9.6.9. Healthcare - Learning - Reinforcement Learning
  • 9.7. IT & Telecommunications
    • 9.7.1. IT & Telecommunications - Generation - Content Creation
    • 9.7.2. IT & Telecommunications - Generation - Synthetic Data Generation
    • 9.7.3. IT & Telecommunications - Generation - Text Generation
    • 9.7.4. IT & Telecommunications - Inference - Real-time Image & Video Analytics
    • 9.7.5. IT & Telecommunications - Inference - Recommender Systems
    • 9.7.6. IT & Telecommunications - Inference - Speech Recognition & Translation
    • 9.7.7. IT & Telecommunications - Learning - Data Analytics & Big Data Processing
    • 9.7.8. IT & Telecommunications - Learning - Deep Learning Model Training
    • 9.7.9. IT & Telecommunications - Learning - Reinforcement Learning
  • 9.8. Manufacturing
    • 9.8.1. Manufacturing - Generation - Content Creation
    • 9.8.2. Manufacturing - Generation - Synthetic Data Generation
    • 9.8.3. Manufacturing - Generation - Text Generation
    • 9.8.4. Manufacturing - Inference - Real-time Image & Video Analytics
    • 9.8.5. Manufacturing - Inference - Recommender Systems
    • 9.8.6. Manufacturing - Inference - Speech Recognition & Translation
    • 9.8.7. Manufacturing - Learning - Data Analytics & Big Data Processing
    • 9.8.8. Manufacturing - Learning - Deep Learning Model Training
    • 9.8.9. Manufacturing - Learning - Reinforcement Learning
  • 9.9. Media & Entertainment
    • 9.9.1. Media & Entertainment - Generation - Content Creation
    • 9.9.2. Media & Entertainment - Generation - Synthetic Data Generation
    • 9.9.3. Media & Entertainment - Generation - Text Generation
    • 9.9.4. Media & Entertainment - Inference - Real-time Image & Video Analytics
    • 9.9.5. Media & Entertainment - Inference - Recommender Systems
    • 9.9.6. Media & Entertainment - Inference - Speech Recognition & Translation
    • 9.9.7. Media & Entertainment - Learning - Data Analytics & Big Data Processing
    • 9.9.8. Media & Entertainment - Learning - Deep Learning Model Training
    • 9.9.9. Media & Entertainment - Learning - Reinforcement Learning
  • 9.10. Retail
    • 9.10.1. Retail - Generation - Content Creation
    • 9.10.2. Retail - Generation - Synthetic Data Generation
    • 9.10.3. Retail - Generation - Text Generation
    • 9.10.4. Retail - Inference - Real-time Image & Video Analytics
    • 9.10.5. Retail - Inference - Recommender Systems
    • 9.10.6. Retail - Inference - Speech Recognition & Translation
    • 9.10.7. Retail - Learning - Data Analytics & Big Data Processing
    • 9.10.8. Retail - Learning - Deep Learning Model Training
    • 9.10.9. Retail - Learning - Reinforcement Learning

10. Americas Data Center GPU Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Data Center GPU Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Data Center GPU Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. Market Share Analysis, 2023
  • 13.2. FPNV Positioning Matrix, 2023
  • 13.3. Competitive Scenario Analysis
    • 13.3.1. Advanced Micro Devices, Inc. enhances GPU server capabilities with the acquisition of ZT systems
    • 13.3.2. Imagination Technologies Limited secures strategic investment from Fortress Investment Group
    • 13.3.3. HPE launches 'Turnkey' AI data center solution featuring NVIDIA GPUs
    • 13.3.4. Intel Corporation unveils next-gen Xeon chips to elevate AI performance in cloud and data centers
    • 13.3.5. NVIDIA Corporation to Acquire Run:AI to enhance GPU orchestration capabilities
    • 13.3.6. NVIDIA Corporation unveiled a platform Blackwell engineered with GPU technology
    • 13.3.7. Yotta expands GPU infrastructure with USD 500 million purchase of NVIDIA Corporation GPU for data centers
    • 13.3.8. Imagination Technologies Limited unveils high-performance GPU IP with DirectX support
    • 13.3.9. Google enhances AI infrastructure with new TPU and GPU innovations for large-scale data center AI workloads
  • 13.4. Strategy Analysis & Recommendation
    • 13.4.1. NVIDIA Corporation
    • 13.4.2. Imagination Technologies Limited
    • 13.4.3. Intel Corporation
    • 13.4.4. Advanced Micro Devices, Inc.

Companies Mentioned

  • 1. Advanced Micro Devices, Inc.
  • 2. Analog Devices, Inc.
  • 3. Arm Holdings PLC
  • 4. ASUSTeK Computer Inc.
  • 5. Broadcom Inc.
  • 6. Fujitsu Limited
  • 7. Google LLC by Alphabet Inc.
  • 8. Hewlett Packard Enterprise Company
  • 9. Huawei Investment & Holding Co., Ltd.
  • 10. Imagination Technologies Limited
  • 11. Intel Corporation
  • 12. International Business Machines Corporation
  • 13. Microsoft Corporation
  • 14. NVIDIA Corporation
  • 15. Oracle Corporation
  • 16. VeriSilicon Microelectronics (Shanghai) Co., Ltd.

LIST OF FIGURES

  • FIGURE 1. DATA CENTER GPU MARKET RESEARCH PROCESS
  • FIGURE 2. DATA CENTER GPU MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 15. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 17. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. DATA CENTER GPU MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 23. DATA CENTER GPU MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. DATA CENTER GPU MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. DATA CENTER GPU MARKET DYNAMICS
  • TABLE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY DISCRETE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY INTEGRATED, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY 4GB TO 8GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY 8GB TO 16GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY ABOVE 16GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL DATA CENTER GPU MARKET SIZE, BY BELOW 4 GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL DATA CENTER GPU MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL DATA CENTER GPU MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 40. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 41. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 42. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 43. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 44. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 45. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 46. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 47. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 48. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 49. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 50. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 51. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 52. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 53. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 54. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 55. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 56. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 57. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 58. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 59. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 60. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 61. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 62. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 63. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 64. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 65. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 66. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 67. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 68. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 69. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 70. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 71. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 72. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 73. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 74. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 75. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 76. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 77. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 78. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 79. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 80. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 81. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 82. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 83. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 84. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 85. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 86. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 87. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 88. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 89. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 90. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 91. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 92. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 93. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 94. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 95. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 96. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 97. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 98. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 99. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 100. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 101. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 102. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 103. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 104. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 105. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 106. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 107. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 108. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 109. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 110. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 111. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 112. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 113. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 114. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 115. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 116. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 117. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 118. AMERICAS DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 119. AMERICAS DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 120. AMERICAS DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 121. AMERICAS DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 122. AMERICAS DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 123. AMERICAS DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 124. AMERICAS DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 125. AMERICAS DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 126. AMERICAS DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 127. AMERICAS DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 128. AMERICAS DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 129. AMERICAS DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 130. AMERICAS DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 131. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 132. ARGENTINA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 133. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 134. ARGENTINA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 135. ARGENTINA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 136. ARGENTINA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 137. ARGENTINA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 138. ARGENTINA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 139. ARGENTINA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 140. ARGENTINA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 141. ARGENTINA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 142. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 143. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 144. ARGENTINA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 145. BRAZIL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 146. BRAZIL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 147. BRAZIL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 148. BRAZIL DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 149. BRAZIL DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 150. BRAZIL DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 151. BRAZIL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 152. BRAZIL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 153. BRAZIL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 154. BRAZIL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 155. BRAZIL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 156. BRAZIL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 157. BRAZIL DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 158. CANADA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 159. CANADA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 160. CANADA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 161. CANADA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 162. CANADA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 163. CANADA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 164. CANADA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 165. CANADA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 166. CANADA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 167. CANADA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 168. CANADA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 169. CANADA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 170. CANADA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 171. MEXICO DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 172. MEXICO DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 173. MEXICO DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 174. MEXICO DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 175. MEXICO DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 176. MEXICO DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 177. MEXICO DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 178. MEXICO DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 179. MEXICO DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 180. MEXICO DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 181. MEXICO DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 182. MEXICO DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 183. MEXICO DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 184. UNITED STATES DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 185. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 186. UNITED STATES DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 187. UNITED STATES DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 188. UNITED STATES DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 189. UNITED STATES DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 190. UNITED STATES DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 191. UNITED STATES DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 192. UNITED STATES DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 193. UNITED STATES DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 194. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 195. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 196. UNITED STATES DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 197. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 198. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 199. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 200. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 201. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 202. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 203. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 204. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 205. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 206. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 207. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 208. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 209. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 210. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 211. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 212. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 213. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 214. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 215. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 216. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 217. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 218. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 219. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 220. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 221. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 222. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 223. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 224. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 225. CHINA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 226. CHINA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 227. CHINA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 228. CHINA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 229. CHINA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 230. CHINA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 231. CHINA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 232. CHINA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 233. CHINA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 234. CHINA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 235. CHINA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 236. CHINA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 237. CHINA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 238. INDIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 239. INDIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 240. INDIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 241. INDIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 242. INDIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 243. INDIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 244. INDIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 245. INDIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 246. INDIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 247. INDIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 248. INDIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 249. INDIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 250. INDIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 251. INDONESIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 252. INDONESIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 253. INDONESIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 254. INDONESIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 255. INDONESIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 256. INDONESIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 257. INDONESIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 258. INDONESIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 259. INDONESIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 260. INDONESIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 261. INDONESIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 262. INDONESIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 263. INDONESIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 264. JAPAN DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 265. JAPAN DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 266. JAPAN DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 267. JAPAN DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 268. JAPAN DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 269. JAPAN DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 270. JAPAN DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 271. JAPAN DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 272. JAPAN DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 273. JAPAN DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 274. JAPAN DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 275. JAPAN DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 276. JAPAN DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 277. MALAYSIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 278. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 279. MALAYSIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 280. MALAYSIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 281. MALAYSIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 282. MALAYSIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 283. MALAYSIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 284. MALAYSIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 285. MALAYSIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 286. MALAYSIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 287. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 288. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 289. MALAYSIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 290. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 291. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 292. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 293. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 294. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 295. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 296. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 297. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 298. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 299. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 300. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 301. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 302. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 303. SINGAPORE DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 304. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 305. SINGAPORE DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 306. SINGAPORE DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 307. SINGAPORE DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 308. SINGAPORE DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 309. SINGAPORE DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 310. SINGAPORE DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 311. SINGAPORE DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 312. SINGAPORE DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 313. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 314. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 315. SINGAPORE DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 316. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 317. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 318. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 319. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 320. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)

TA