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市場調查報告書
商品編碼
1718084

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 年至 2030 年全球預測

Data Center GPU Market by Product, Memory Capacity, Deployment Model, End-User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 196 Pages | 商品交期: 最快1-2個工作天內

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預計資料中心 GPU 市場規模在 2024 年將達到 251.3 億美元，2025 年將達到 304.4 億美元，複合年成長率為 21.55%，到 2030 年將達到 810.7 億美元。

主要市場統計數據
基準年2024年 251.3億美元
預計2025年 304.4億美元
預測年份 2030 810.7億美元
複合年成長率（%） 21.55%

資料中心 GPU 正迅速成為現代運算中的重要資產，為高效能工作負載提供支持，並推動人工智慧、巨量資料分析和雲端運算的突破。在可擴展性和效率越來越受到重視的市場中，GPU 不再局限於小眾應用，而是已成為全球資料中心營運的必需品。這些處理單元的演進凸顯了運算基礎設施的深刻變革，更快的處理和平行運算能力滿足了數位轉型日益成長的需求。硬體架構和系統設計的創新使公司能夠克服傳統瓶頸並加速從即時分析到複雜模擬和建模等廣泛的任務。

本介紹概述了重新定義資料中心格局的新興趨勢和技術進步。隨著企業不斷發展以應對競爭和營運挑戰，資料中心的 GPU 現在已成為提高效能和營運效率的支柱。本報告說明了變革的促進因素、細分洞察、區域動態、主要企業和策略建議，這些都表明資料中心 GPU 市場將實現強勁成長和多樣化。

資料中心 GPU 採用的產業轉型變化

業界的最新變化正在重新定義資料中心 GPU 如何整合到關鍵技術系統中。從通用運算到專用的基於加速器的架構的轉變創造了一個速度、效率和準確性至關重要的環境。人工智慧、機器學習和即時影像處理等新興應用正在刺激技術創新，並倍增對 GPU 作為資料中心關鍵資產的需求。

如今，技術的進步使得軟體和硬體可以無縫融合，從而創造出更具成本效益和能源效率的解決方案。這種轉變體現在整合雲端和內部部署模型的混合系統的部署上，使企業能夠靈活地滿足各種營運需求。透過支援獨立和整合 GPU 解決方案的客製化設計，生產力進一步提高，從而實現更高的運算密度和效能。隨著傳統基礎設施向這些現代架構過渡，決策者看到了吞吐量的提高和利用 GPU 增強功能的簡化操作。

產業領導者正在透過克服技術障礙和投資研發來鞏固 GPU 作為數位轉型驅動力的角色，以進一步將 GPU 創新融入關鍵業務應用程式中。這種動態環境凸顯了敏捷策略的必要性，以充分利用資料中心 GPU 的潛力並在快速發展的市場環境中確保競爭優勢。

對資料中心 GPU 的全面細分洞察

資料中心 GPU 市場的細分為多方面的生態系統及其多樣化的應用提供了寶貴的見解。透過分析產品類型，我們可以清楚地看到市場分為獨立和整合 GPU 解決方案，每種解決方案都適用於不同的最終使用情境並提供有針對性的效能增強。在記憶體容量方面，細分範圍很廣，有配備 4GB 至 8GB 的​​型號，有運行 8GB 至 16GB 的型號，有超過 16GB 的配置，甚至還有容量低於 4GB 的選項。這種區分對於滿足計算任務的多樣化需求至關重要，其中速度和資料處理能力之間的平衡至關重要。

配置模型透過區分部署在雲端環境和內部資料中心的解決方案，進一步細化了市場區隔。該部門強調了資料中心 GPU 的適應性，以支援可擴展的遠端操作和專用內部系統，確保企業可以根據其特定的基礎設施設定最佳化效能。此外，最終用戶細分提供了有關該技術如何在各個垂直行業中應用的詳細視角。在銀行、金融服務和保險等領域，它進一步細分為以內容創建、合成數據生成、文字生成、即時圖像和影片分析、推薦系統、語音辨識和翻譯為重點的類別。同樣，教育領域也體現了這種方法，其詳細子類別包括為內容創建、合成資料生成、文字生成、即時圖像和影片處理而設計的系統、學習主導的應用程式（如訓練深度學習模型和強化學習）以及推薦功能。

能源和公共、政府和醫療保健等其他主要行業也遵循類似的模式，提供專注於內容生成、合成數據生成和豐富的推理分析的增強功能。 IT 和通訊、製造、媒體和娛樂以及零售業都在推行平行的細分策略，以解決特定產業的挑戰，同時實現通用的框架。在所有這些領域中，涵蓋不同業務學科的學習、推理和產生的分析粒度提供了有助於制定策略舉措的全面見解。這種分散的觀點凸顯了技術供應商需要動態創新並提供針對每個細分市場特定需求的服務。

目錄

第1章 引言

第2章調查方法

第3章執行摘要

第4章 市場概述

第5章 市場洞察

  • 市場動態
    • 驅動程式
      • 政府的支持性政策正在推動整個製造業快速採用工業 4.0
      • 全球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採用
    • 限制因素
      • 引進高效能 GPU 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熱能與能耗問題
  • 市場區隔分析
    • 產品：擴大使用獨立資料中心 GPU 來實現高圖形效能和複雜的資料運算
    • 記憶體容量：為了在功率和可負擔性之間取得平衡，8GB 至 16GB 記憶體容量的採用率正在不斷成長。
    • 部署模型：雲端部署模型因其靈活性和擴充性而越來越受到青睞。
    • 應用：資料中心 GPU 在學習中的應用日益增多，用於快速分析和處理複雜的數學計算
    • 終端用戶：IT 和通訊產業的持續擴張將推動資料中心 GPU 的強勁需求
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社會
    • 技術的
    • 合法的
    • 環境
  • 客戶客製化
    • BFSI 行業特定應用用例
    • 能源和公共產業領域的應用用例
    • 不同教育領域的使用案例
    • 政府部門用例
    • 醫療保健應用用例
    • IT和通訊領域的應用案例
    • 製造業應用案例
    • 媒體和娛樂領域的應用案例
    • 零售案例

第6章資料中心 GPU 市場（按產品）

  • 離散的
  • 融合的

7.資料中心 GPU 市場（按記憶體容量）

  • 4GB 至 8GB
  • 8GB 至 16GB
  • 16GB 或更大
  • 小於 4 GB

第 8 章資料中心 GPU 市場（依部署模式）

  • 雲
  • 本地

第 9 章資料中心 GPU 市場（按最終用戶分類）

  • BFSI
    • BFSI-Generation-內容創作
    • BFSI-Generation - 合成資料生成
    • BFSI-Generation-文本生成
    • BFSI-推理-即時影像與影片分析
    • BFSI - 推理與推薦系統
    • 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-Learn - 訓練深度學習模型
    • BFSI-Learning - 強化學習
  • 教育
    • 教育 - 創作 - 內容創作
    • 教育 - 生成 - 合成資料生成
    • 教育 - 生成 - 文本生成
    • 教育 - 推理 - 即時影像和影片分析
    • 教育 - 推理 - 推薦系統
    • 教育 - 推理 -語音辨識與翻譯
    • 教育 - 學習 - 數據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
  • 能源與公共產業
    • 能源與公共產業-發電-內容創作
    • 能源與公共產業-發電-合成資料生成
    • 能源與公用事業 - 發電 - 文字生成
    • 能源和公共產業- 推理 - 即時影像和視訊分析
    • 能源與公共產業- 推理和建議系統
    • 能源與公共產業-推理-語音辨識與翻譯
    • 能源與公共產業- 學習 - 數據分析與巨量資料處理
    • 能源與公共產業- 學習 - 訓練深度學習模型
    • 能源與公共產業- 學習 - 強化學習
  • 政府
    • 政府生成內容創作
    • 政府產生的合成數據
    • 政府 - 生成器 - 文字產生器
    • 政府 - 推理 - 即時影像和影片分析
    • 政府 - 推理 - 推薦系統
    • 政府-推理-語音辨識與翻譯
    • 政府-學習-數據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 - 生成 - 內容創作
    • 醫療保健-生成-合成數據生成
    • 醫療保健-生成-文本生成
    • 醫療保健 - 推理 - 即時影像和影片分析
    • 醫療保健 - 推理和推薦系統
    • 醫療保健 - 推理 -語音辨識和翻譯
    • 醫療健康-學習-數據分析與巨量資料處理
    • 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/通訊
    • IT/通訊- 創作 - 內容創作
    • IT/通訊-生成-合成資料生成
    • IT 與通訊- 生成 - 文字生成
    • IT/通訊- 推理 - 即時影像/影片分析
    • IT/通訊- 推理 -建議系統
    • IT/通訊- 推理 -語音辨識與翻譯
    • IT和通訊-學習-數據分析和巨量資料處理
    • IT/通訊-學習-訓練深度學習模型
    • IT/通訊-學習-強化學習
  • 製造業
    • 製作 - 創作 - 內容創作
    • 生產 - 生成 - 合成資料生成
    • 生產 - 生成 - 文字生成
    • 製造 - 推理 - 即時影像和影片分析
    • 製造業 - 推理與推薦系統
    • 製造 - 推理 -語音辨識與翻譯
    • 製造-學習-數據分析與巨量資料處理
    • 製造 - 學習 - 訓練深度學習模型
    • 製造 - 學習 - 強化學習
  • 媒體與娛樂
    • 媒體與娛樂 - 創作 - 內容創作
    • 媒體與娛樂 - 生成 - 合成資料生成
    • 媒體與娛樂 - 生成 - 文字生成
    • 媒體與娛樂 - 推理 - 即時影像與影片分析
    • 媒體與娛樂 - 推理 -建議系統
    • 媒體與娛樂 - 推理 -語音辨識與翻譯
    • 媒體與娛樂 - 學習 - 數據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 - 生產 - 內容創作
    • 零售 - 生成 - 合成資料生成
    • 零售 - 生成器 - 文字產生器
    • 零售 - 推理 - 即時影像和影片分析
    • 零售 - 推理與推薦系統
    • 零售 - 推理 -語音辨識與翻譯
    • 零售-學習-數據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

10.美洲資料中心GPU市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

11.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

12.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

  • 2024年市場佔有率分析
  • 2024年FPNV定位矩陣
  • 競爭情境分析
  • 戰略分析與建議

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 25.13 billion in 2024 and is projected to grow to USD 30.44 billion in 2025, with a CAGR of 21.55%, reaching USD 81.07 billion by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 25.13 billion
Estimated Year [2025] USD 30.44 billion
Forecast Year [2030] USD 81.07 billion
CAGR (%) 21.55%

Data center GPUs have rapidly ascended as pivotal assets in modern computing, powering high-performance workloads and driving breakthroughs in artificial intelligence, big data analytics, and cloud computing. With a market increasingly focused on scalability and efficiency, GPUs are no longer relegated to niche applications but have become integral to data center operations worldwide. The evolution of these processing units underscores a deep transformation in computing infrastructure, where accelerated processing and parallel computation capabilities meet the rising demands of digital transformation. Innovations in hardware architecture and system design have allowed enterprises to overcome traditional bottlenecks, accelerating tasks that range from real-time analytics to complex simulation and modeling.

This introduction outlines the emerging trends and technological advancements that are redefining the data center landscape. With enterprises continuously evolving to meet competitive and operational challenges, data center GPUs now serve as the backbone for enhancing performance and operational efficiency. In this narrative, we explore the transformative drivers, segmentation insights, regional dynamics, key players, and strategic recommendations that collectively delineate the robust growth and diversification within the data center GPU market.

Transformative Industry Shifts in Data Center GPU Deployment

Recent shifts in the industry have redefined how data center GPUs are integrated into critical technology systems. The shift from general-purpose computing to specialized, accelerator-based architectures has created an environment where speed, efficiency, and precision are paramount. Emerging applications in artificial intelligence, machine learning, and real-time image processing have spurred innovation, triggering an exponential demand for GPUs as indispensable assets in data centers.

Technological advancements now enable a seamless blend of software and hardware, generating solutions that are more cost-effective and energy-efficient. This transformation is evident in the deployment of hybrid systems that integrate both cloud and on-premise models, ensuring that organizations can flexibly adapt to varying operational needs. Productivity is further amplified by tailored designs that support both discrete and integrated GPU solutions, driving higher computational density and performance. As legacy infrastructures make way for these modern architectures, decision-makers are witnessing improved throughput and streamlined operations that capitalize on the enhanced capabilities of GPUs.

Industry leaders are channeling investments into research and development to overcome technical hurdles and further integrate GPU innovations into business-critical applications, thereby solidifying their role as engines of digital transformation. This dynamic environment emphasizes the need for agile strategies to harness the full potential of data center GPUs, ensuring competitive advantage in a fast-evolving market landscape.

Comprehensive Segmentation Insights for Data Center GPUs

The segmentation of the data center GPU market provides valuable insights into the multifaceted ecosystem and its diverse applications. When analyzing product types, the market is distinctly observed across discrete and integrated GPU solutions, each catering to different end-use scenarios and delivering targeted performance enhancements. In the realm of memory capacity, the segmentation ranges from models equipped with 4GB to 8GB, those that operate within 8GB to 16GB, configurations above 16GB, and even options with capacities below 4GB. This differentiation is crucial for addressing the varied demands of computational tasks, where the balancing of speed and data handling capability becomes essential.

Deployment models further refine market segmentation, delineating the solutions deployed in cloud environments and on-premise data centers. This division highlights the adaptability of data center GPUs to support both scalable remote operations and dedicated internal systems, ensuring that enterprises can optimize performance based on specific infrastructural setups. In addition, the segmentation by end-user opens an in-depth perspective on how this technology is being harnessed across distinct verticals. Sectors such as banking, financial services, and insurance are dissected further into categories focused on content creation, synthetic data generation, text generation, real-time analytics of imagery and video, recommender systems, as well as speech recognition and translation. Similarly, the education domain mirrors this approach, with detailed sub-categories for content creation, synthetic data generation, text generation, real-time image and video processing, and systems designed for recommender functionalities alongside learning-driven applications, including deep learning model training and reinforcement learning.

Other key industries like energy and utilities, government, and healthcare follow a similar pattern by providing enhanced capabilities tailored to content generation, synthetic data production, and rich inferential analytics. In the sphere of information technology and telecommunications, as well as manufacturing, media and entertainment, and retail sectors, companies are witnessing parallel segmentation strategies that allow a common framework while addressing industry-specific challenges. Across all these segments, the granularity of analysis-encompassing learning, inference, and generation across diverse operational fields-provides comprehensive insights that help in crafting strategic initiatives. This segmented perspective underscores the necessity for technology providers to innovate dynamically and to align their offerings with the unique requirements of each market segment.

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.

Analyzing the regional landscape reveals a nuanced picture of data center GPU adoption across major global markets. In the Americas, the adoption has been robust, driven by strong investments in technology infrastructure and a continuous push for digital transformation. Strategic deployments are prevalent in developed economies where innovation meets high operational demand. Meanwhile, in the Europe, Middle East & Africa region, a growing emphasis on technological modernization and regulatory frameworks is fostering a fertile environment for GPU integration. This regional approach not only emphasizes growth in established economies but also highlights emerging opportunities driven by investments in high-tech manufacturing and service sectors.

In the Asia-Pacific, rapid industrialization coupled with increasing digitalization has accelerated the deployment of advanced GPU solutions across various sectors. The convergence of government initiatives and private sector investments in cutting-edge technology creates a landscape rich with opportunity, steadily positioning the region as an influential player in the global technology arena. Overall, the regional insights point to differentiated growth trajectories and localized strategies that cater to the specific requirements and challenges of each market environment.

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.

Insights on Leading Global Companies in the Data Center GPU Space

Key industry players are shaping the narrative of the data center GPU market through their persistent innovation and strategic investments. Leading companies such as Advanced Micro Devices, Inc. and Analog Devices, Inc. are consistently pushing the boundaries of performance, while Arm Holdings PLC plays a critical role in crafting the architectures that underpin emerging GPU strategies. Technology firms like ASUSTeK Computer Inc. and Broadcom Inc. have significantly contributed by developing novel solutions that resonate with today's high-demand computational tasks.

Global giants including Fujitsu Limited and Google LLC by Alphabet Inc. are leveraging their expansive research and development capabilities to pioneer custom solutions that cater to diverse data center requirements. Corporations such as Hewlett Packard Enterprise Company, Huawei Investment & Holding Co., Ltd., and Imagination Technologies Limited maintain a competitive edge through advanced technological integration and strategic market positioning. Meanwhile, stalwarts like Intel Corporation and International Business Machines Corporation have a long-standing legacy of driving innovation in data processing and hardware acceleration, further solidifying the market landscape.

In the realm of software and hardware convergence, Microsoft Corporation and Oracle Corporation are redefining enterprise solutions, bolstering the capabilities of data center GPUs. Dominating the market with cutting-edge designs and rigorous performance standards, NVIDIA Corporation stands out as a formidable force driving industry standards. Complemented by VeriSilicon Microelectronics (Shanghai) Co., Ltd., these companies are collectively steering the industry towards enhanced performance, greater efficiency, and expanded market reach.

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.. Actionable Recommendations for Industry Leaders in Evolving GPU Markets

Industry leaders are advised to emphasize agility and robust innovation in response to the continuous evolution within the data center GPU market. First and foremost, it is essential to invest in research that explores both incremental improvements and disruptive technologies, ensuring that product portfolios are versatile enough to meet varying computational needs. Fostering strategic partnerships with technology providers and integrating college and industry research can help bridge the gap between emerging trends and market applications.

Organizations should focus on tailoring products by leveraging detailed segmentation insights, ensuring that offerings resonate with the specific requirements of each market segment. For instance, designing solutions that cater to both discrete and integrated products while optimizing for a broad range of memory capacities will open avenues to capture diverse customer segments. In parallel, enhancing cloud and on-premise deployment capabilities provides an operational advantage by offering scalable and flexible solutions.

Furthermore, adopting a regional strategy that addresses localized demands and regulatory nuances will be key. This includes optimizing operational efficiencies in the Americas, Europe, Middle East & Africa, and Asia-Pacific by developing customized deployment models that align with regional economic dynamics and technological maturity. Lastly, continuous competitive analysis of key companies within the market will provide invaluable insights that can drive proactive decision-making and provide a sustainable competitive edge over time.

Conclusion: Strategic Outlook for the Data Center GPU Market

In conclusion, the evolving landscape of data center GPUs demonstrates a compelling convergence of innovation, market segmentation, and regional cooperation. Through strategic refinements in product development, deployment models, and market segmentation, the sector is poised for significant growth. The insights derived from detailed segmentation analysis not only reveal the heterogeneous demands across various industries but also provide a pathway for enhanced value propositions and technology integration strategies.

The ongoing advancements in GPU technology are reshaping computing infrastructure, offering unparalleled benefits in terms of scalability, performance, and efficiency. As traditional systems give way to next-generation solutions, organizations are increasingly focusing on aligning their operational and strategic initiatives with emerging technological trends. This comprehensive overview underscores the transformative potential embedded in the market, highlighting the importance of adopting agile and visionary strategies to maintain a competitive edge in a rapidly evolving technological environment.

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, 2024
  • 13.2. FPNV Positioning Matrix, 2024
  • 13.3. Competitive Scenario Analysis
    • 13.3.1. Japanese cloud companies leverage Nvidia technology to revolutionize AI infrastructure in key industries
    • 13.3.2. Transformative impact of Accenture and NVIDIA's partnership on global enterprise AI adoption
    • 13.3.3. Advanced Micro Devices, Inc. enhances GPU server capabilities with the acquisition of ZT systems
    • 13.3.4. Imagination Technologies Limited secures strategic investment from Fortress Investment Group
    • 13.3.5. HPE launches 'Turnkey' AI data center solution featuring NVIDIA GPUs
    • 13.3.6. Intel Corporation unveils next-gen Xeon chips to elevate AI performance in cloud and data centers
    • 13.3.7. NVIDIA Corporation to Acquire Run:AI to enhance GPU orchestration capabilities
    • 13.3.8. NVIDIA Corporation unveiled a platform Blackwell engineered with GPU technology
    • 13.3.9. Yotta expands GPU infrastructure with USD 500 million purchase of NVIDIA Corporation GPU for data centers
    • 13.3.10. Imagination Technologies Limited unveils high-performance GPU IP with DirectX support
    • 13.3.11. 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 MULTI-CURRENCY
  • FIGURE 2. DATA CENTER GPU MARKET MULTI-LANGUAGE
  • FIGURE 3. DATA CENTER GPU MARKET RESEARCH PROCESS
  • FIGURE 4. DATA CENTER GPU MARKET SIZE, 2024 VS 2030
  • FIGURE 5. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 6. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2024 VS 2030 (%)
  • FIGURE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2024 VS 2030 (%)
  • FIGURE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2030 (%)
  • FIGURE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 14. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2024 VS 2030 (%)
  • FIGURE 15. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 16. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 17. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 18. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2024 VS 2030 (%)
  • FIGURE 19. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 20. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 21. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 23. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 24. DATA CENTER GPU MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 25. DATA CENTER GPU MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. DATA CENTER GPU MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • 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)

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