市场调查报告书
商品编码
1422700
资料中心 GPU 市场规模 - 按部署模型(本地、云端)、功能(训练、推理)、最终用户(云端服务供应商、企业、政府)、成长前景、区域展望和全球预测,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 |
在高效能运算 (HPC) 和资料密集型应用需求不断增长的推动下,资料中心 GPU 市场预计 2024 年至 2032 年间CAGR将超过 28.5%。 GPU 擅长处理任务,非常适合处理人工智慧、机器学习和科学研究等领域的复杂运算。 2023年12月,印度理工学院布巴内斯瓦尔分校建立了新的人工智慧和高效能运算研究中心(AHRC),在人工智慧和高效能运算领域进行跨学科和协作研究。
云端服务供应商利用 GPU 来增强虚拟机器的处理能力,使其能够有效地满足不同的工作负载。随着各行业的企业转向基于云端的解决方案,这一点尤其突出,进一步刺激了资料中心对强大 GPU 设定的需求。
资料中心GPU产业根据部署模型、功能、最终用户和区域进行分类。
由于人工智慧(AI)应用的部署不断增加,特别是在影像辨识、自然语言处理和自主系统等领域,推理领域预计在 2024 年至 2032 年期间将大幅成长。对推理能力的重视,即预先训练的模型做出即时决策,促进了产业的成长。
根据最终用户范围,由于数据密集型应用程式越来越依赖先进计算技术,预计到 2032 年,政府部门将出现可观的成长。政府机构越来越依赖资料中心 GPU 来增强资料分析、模拟和网路安全等领域的能力。产生的资料量不断增加,以及随后在确保资料安全的同时处理资料的需求,将增强细分市场份额。
在资料中心对永续性和能源效率日益重视的支持下,欧洲资料中心 GPU 产业预计将在预测期内产生收入。医疗保健、金融和製造等行业越来越多地采用 GPU 加速的应用程序,以及创新和数位转型,有助于欧洲市场的扩张。
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.