市場調查報告書
商品編碼
1499515
全球資料中心 GPU 市場:按功能、部署和最終用戶分類 - 預測(2024-2030 年)Data Center GPU Market by Function (Inference, Training), Deployment (On-Cloud, On-Premise), End-User - Global Forecast 2024-2030 |
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全球資料中心GPU市場規模預計在2023年達到151.1億美元,2024年達到177億美元,並以17.83%的複合年成長率成長,到2030年達到476.7億美元。
GPU 代表圖形處理單元,是一種專門的電子設備,旨在快速影響和修改內存,以便修改用於輸出到顯示設備的幀緩衝區中的圖像生成。 GPU 作為電腦硬體元件廣泛應用於現代資料中心,以高效執行需要大量運算能力的任務。現代資料中心旨在提供高水準的運算效能,同時保持能源效率。由於現代技術工作負載的數量和複雜性,實現這種平衡非常複雜。因此,GPU 在資料中心中的作用,尤其是那些致力於可擴展雲端運算、資料分析和機器學習等服務的資料中心,變得越來越重要。各個最終用戶行業對資料中心服務的需求不斷成長、GPU虛擬趨勢不斷增強以及雲端基礎的服務部署的增加正在推動資料中心擴大採用 GPU。然而,高昂的維護和購置成本使得中小型企業和新興企業在經濟上難以負擔。也就是說,邊緣運算、量子運算和加密貨幣營運等領域預計將為潛在的市場創新提供場所。
主要市場統計 | |
---|---|
基準年[2023] | 151.1億美元 |
預測年份 [2024] | 177億美元 |
預測年份 [2030] | 476.7億美元 |
複合年成長率(%) | 17.83% |
區域洞察
由於技術進步和基於 GPU 的高階研究模型,資料中心圖形處理單元 (GPU) 市場正在美洲不斷發展。高科技產業、廣泛的研發活動以及對人工智慧和機器學習應用的不斷增加的投資正在顯著影響美洲資料中心 GPU 市場的穩定性和成長。歐盟國家產業多元化需要高效率的資料處理,增加了對高效能GPU的需求。在中東和非洲,政府和私營部門的數位轉型努力正在推動對高效資料處理設備的需求。預計亞太地區資料中心 GPU 市場將出現強勁成長,這主要得益於 IT 和通訊產業的快速成長、電子商務產業的蓬勃發展以及對人工智慧和機器學習應用的日益關注。此外,資料中心 GPU 的技術進步預計將推動資料中心 GPU 市場的全球成長。
FPNV定位矩陣
FPNV定位矩陣對於評估供應商在資料中心GPU市場的定位至關重要。此矩陣提供了對供應商的全面評估,並檢查了與業務策略和產品滿意度相關的關鍵指標。這種詳細的評估使用戶能夠根據自己的要求做出明智的決定。根據評估結果,供應商被分為代表其成功程度的四個像限:前沿(F)、探路者(P)、利基(N)和重要(V)。
市場佔有率分析
市場佔有率分析是一個綜合工具,可以對資料中心 GPU 市場供應商的現狀進行深入而詳細的評估。透過仔細比較和分析供應商的貢獻,您可以更深入地了解每個供應商的績效以及他們在爭奪市場佔有率時面臨的挑戰。這些貢獻包括整體收益、客戶群和其他關鍵指標。此外,該分析還提供了對該行業競爭性質的寶貴見解,包括在研究基準年期間觀察到的累積、分散主導地位和合併特徵等因素。有了這些詳細資訊,供應商可以做出更明智的決策並製定有效的策略,以在市場競爭中保持領先地位。
策略分析與建議
策略分析對於尋求在全球市場站穩腳跟的組織至關重要。對資料中心 GPU 市場目前地位的全面評估使公司能夠做出符合其長期願望的明智決策。此關鍵評估涉及對組織的資源、能力和整體績效進行徹底分析,以確定核心優勢和需要改進的領域。
[189 Pages Report] The Data Center GPU Market size was estimated at USD 15.11 billion in 2023 and expected to reach USD 17.70 billion in 2024, at a CAGR 17.83% to reach USD 47.67 billion by 2030.
A data center GPU, or graphics processing unit, is a specialized electronic circuit developed to rapidly influence and alter memory to rev the creation of pictures in a frame buffer intended for output to a display device. GPUs are broadly utilized in modern data centers to effectively execute tasks requiring vast computational power, as an essential computer hardware component. Modern data centers aim to deliver high levels of computational performance while maintaining energy efficiency. Achieving this balance is complex due to the volume and intricacy of contemporary technological workloads. Therefore, the role of GPUs within data centers, particularly those focused on services such as scalable cloud computing, data analytics, and machine learning, has become increasingly important. The escalating demand for data center services across various end-user industries, the increasing trend of GPU virtualizations, and the rising deployment of cloud-based services increase the adoption of data center GPU. However, the high maintenance and acquisition costs make it economically inaccessible for smaller businesses or startups. Nevertheless, Areas including edge computing, quantum computing, and cryptocurrency operations are expected to offer potential market innovation spaces.
KEY MARKET STATISTICS | |
---|---|
Base Year [2023] | USD 15.11 billion |
Estimated Year [2024] | USD 17.70 billion |
Forecast Year [2030] | USD 47.67 billion |
CAGR (%) | 17.83% |
Regional Insights
The Data Center Graphics Processing Unit (GPU) market is evolving in the Americas owing to technological advancements and high-end GPU-based research models. High-tech industries, extensive R&D activities, and increased investment in AI and ML applications heavily influence the stability and growth of the data center GPU market in the Americas. The multiplicity of industries across the EU countries propels the need for efficient data processing, driving the demand for high-performance GPUs. The Middle East and Africa's digital transformation initiatives by governments and private sectors have witnessed an increased demand for efficient data processing units. Asia-Pacific is expected to witness significant growth in the data center GPU market, primarily driven by the rapidly growing IT and Telecommunication sector, the burgeoning eCommerce industry, and an increased emphasis on AI and ML applications. Besides, technological advancements in data center GPUs are anticipated to propel the growth of the Data Center Graphics Processing Unit (GPU) market globally.
Market Insights
The market dynamics represent an ever-changing landscape of the Data Center GPU Market by providing actionable insights into factors, including supply and demand levels. Accounting for these factors helps design strategies, make investments, and formulate developments to capitalize on future opportunities. In addition, these factors assist in avoiding potential pitfalls related to political, geographical, technical, social, and economic conditions, highlighting consumer behaviors and influencing manufacturing costs and purchasing decisions.
FPNV Positioning Matrix
The FPNV positioning matrix is essential in evaluating the market positioning of the vendors in the Data Center GPU Market. This matrix offers a comprehensive assessment of vendors, examining critical metrics related to business strategy and product satisfaction. This in-depth assessment empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success, namely Forefront (F), Pathfinder (P), Niche (N), or Vital (V).
Market Share Analysis
The market share analysis is a comprehensive tool that provides an insightful and in-depth assessment of the current state of vendors in the Data Center GPU Market. By meticulously comparing and analyzing vendor contributions, companies are offered a greater understanding of their performance and the challenges they face when competing for market share. These contributions include overall revenue, customer base, and other vital metrics. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With these illustrative details, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.
Recent Developments
Cloudflare to Deploy Nvidia GPUs at the Edge for Generative AI Inference - in up to 300 Data Centers
Cloudflare announced the deployment of Nvidia GPUs at the edge for generative AI inference in up to 300 data centers. With this deployment, Cloudflare aims to improve speed and performance while ensuring the delivery of high-quality services to its customers. [Published On: 2023-09-29]
Unveiling Intel Data Center GPU Max 1550: Redefining AI and High-Performance Computing Landscape
Intel introduced its latest Data Center GPU, the Max-1550, specifically designed for AI applications. This GPU offers excellent scalability, power efficiency, and impressive performance, particularly in deep learning and inference tasks. It supports various connectivity options, including PCIe 4.0 and NVLink 2.0, providing flexibility for different system configurations. [Published On: 2023-06-13]
NVIDIA's Data Center Platform Play Unveiled At GTC 2023
NVIDIA introduced its data center platform at GTC 2023, highlighting the capabilities of GPUs in data center operations. The platform aimed to enhance performance in AI, data analytics, and other high-performance computing workloads. It offered a range of features, including optimized AI software, new server hardware, and advanced system management technologies. [Published On: 2023-03-22]
Strategy Analysis & Recommendation
The strategic analysis is essential for organizations seeking a solid foothold in the global marketplace. Companies are better positioned to make informed decisions that align with their long-term aspirations by thoroughly evaluating their current standing in the Data Center GPU Market. This critical assessment involves a thorough analysis of the organization's resources, capabilities, and overall performance to identify its core strengths and areas for improvement.
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., Asetek, Inc., ASUSTeK Computer Inc., Cisco Systems Inc., Dell Inc., Fujitsu Limited, GIGA-BYTE Technology Co., Ltd., Hewlett Packard Enterprise, Huawei Cloud Computing Technologies Co., Ltd., Intel Corporation, Inventec Corporation, Leadtek Research Inc., Lenovo, Matrox Graphics Inc., MiTAC Holdings Corp, NVIDIA Corporation, Quanta Computer Inc., SAPPHIRE Technology Limited., Super Micro Computer, Inc., and Tyan Computer Corporation.
Market Segmentation & Coverage