市場調查報告書
商品編碼
1422700
資料中心 GPU 市場規模 - 按部署模型(本地、雲端)、功能(訓練、推理)、最終用戶(雲端服務供應商、企業、政府)、成長前景、區域展望和全球預測,2024 年至 2032 年Data Center GPU Market Size - By Deployment Model (On-Premises, Cloud), Function (Training, Inference), End User (Cloud Service Providers, Enterprises, Government), Growth Prospects, Regional Outlook & Global Forecast, 2024 - 2032 |
在高效能運算 (HPC) 和資料密集型應用需求不斷成長的推動下,資料中心 GPU 市場預計 2024 年至 2032 年間CAGR將超過 28.5%。 GPU 擅長處理任務,非常適合處理人工智慧、機器學習和科學研究等領域的複雜運算。 2023年12月,印度理工學院布巴內斯瓦爾分校建立了新的人工智慧和高效能運算研究中心(AHRC),在人工智慧和高效能運算領域進行跨學科和協作研究。
雲端服務供應商利用 GPU 來增強虛擬機器的處理能力,使其能夠有效地滿足不同的工作負載。隨著各行業的企業轉向基於雲端的解決方案,這一點尤其突出,進一步刺激了資料中心對強大 GPU 設定的需求。
資料中心GPU產業根據部署模型、功能、最終用戶和區域進行分類。
由於人工智慧(AI)應用的部署不斷增加,特別是在影像辨識、自然語言處理和自主系統等領域,推理領域預計在 2024 年至 2032 年期間將大幅成長。對推理能力的重視,即預先訓練的模型做出即時決策,促進了產業的成長。
根據最終用戶範圍,由於數據密集型應用程式越來越依賴先進計算技術,預計到 2032 年,政府部門將出現可觀的成長。政府機構越來越依賴資料中心 GPU 來增強資料分析、模擬和網路安全等領域的能力。產生的資料量不斷增加,以及隨後在確保資料安全的同時處理資料的需求,將增強細分市場佔有率。
在資料中心對永續性和能源效率日益重視的支持下,歐洲資料中心 GPU 產業預計將在預測期內產生收入。醫療保健、金融和製造等行業擴大採用 GPU 加速的應用程式,以及創新和數位轉型,有助於歐洲市場的擴張。
Data Center GPU Market is anticipated to register a CAGR of over 28.5% between 2024 and 2032, driven by the increasing demand for high-performance computing (HPC) and data-intensive applications. GPUs excel at processing tasks, making them ideal for handling complex computations in fields including AI, ML, and scientific research. In December 2023, IIT Bhubaneswar, India, established a new AI and HPC Research Center (AHRC) to conduct interdisciplinary and collaborative research in the fields of AI and High-Performance Computing.
Cloud service providers leverage GPUs to enhance the processing power of virtual machines, enabling them to cater to diverse workloads efficiently. This is particularly prominent as businesses across sectors shift towards cloud-based solutions, further fueling the demand for powerful GPU setups in data centers.
Data center GPU industry is classified based on deployment model, function, end user, and region.
Inference segment is slated to witness substantial growth during 2024-2032, owing to the increasing deployment of artificial intelligence (AI) applications, particularly in fields such as image recognition, natural language processing, and autonomous systems. The emphasis on inference capabilities, where pre-trained models make real-time decisions, contributed to the industry growth.
As per end user scope, government segment is predicted to witness decent growth through 2032, due to the increasing reliance on advanced computing technologies for data-intensive applications. Government agencies are increasingly relying on data center GPUs to enhance capabilities in areas such as data analytics, simulation, and cybersecurity. The ever-increasing volume of data generated, and the subsequent need to process it while ensuring data security will bolster the segment share.
Europe data centers GPU industry is poised to generate revenues over the forecast period, backed by increasing emphasis on sustainability and energy efficiency in data centers. The rising adoption of GPU-accelerated applications in industries such as healthcare, finance, and manufacturing, along with the innovation and digital transformation, contribute to the market expansion in Europe.