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市场调查报告书
商品编码
1353299
全球 GPU 即服务市场规模、份额和行业趋势分析报告:2023-2030 年按公司类型、部署类型、用途和地区分類的展望和预测Global GPU as a Service Market Size, Share & Industry Trends Analysis Report By Enterprise Type, By Deployment Type, By Application, By Regional Outlook and Forecast, 2023 - 2030 |
GPU即服务市场规模预计2030年将达到224亿美元,预测期内市场年复合成长率率为34.9%。
根据 KBV Cardinal Matrix 发表的分析,Google LLC 是该市场的先驱。 2023 年 2 月,Google 将与 Anthropic 合作,利用 Anthropic 的功能提供云端驱动的解决方案。阿里云、IBM 公司和 Linode LLC 等公司是市场上的主要创新者。
市场成长要素
申请数量增加
GPU高效能运算、自动驾驶汽车等人工智慧应用近年来越来越受欢迎。随着云端运算的使用不断增加,GPU 与伺服器 CPU 一起使用来加速应用程式并提高效能。 GPUaaS的运算能力和客製化能力创造了成长潜力。对更强大运算能力日益增长的需求正在推动更强大、更有效率的 GPU 的研发。此外,随着虚拟和远距工作接受度的提高,市场预计将进一步扩大。
拓展游戏产业
随着游戏领域的市场相关人员将注意力从实体游戏转向线上游戏,他们越来越关注设备相容性和效率。 5G技术的发展透过提供更好的云端串流体验来减少当前线上游戏中的延迟等挑战,因为5G延迟远低于4G延迟。电玩产业扩张的一个主要要素是电玩游戏在世界各地年轻人中日益流行。因此,由于可支配收入的增加和游戏应用程式的高支出,未来年度市场扩张可能会加速。
市场抑制因素
对供应商锁定的现有担忧
由于缺乏标准,供应商锁定是 GPUaaS 采用的主要障碍。供应商锁定问题主要透过技术进步来解决。许多研究尚未分析和证明云端环境中供应商锁定问题的复杂性。因此,大多数消费者在从供应商购买服务时仍然不知道限制应用程式可移植性和互通性的专有标准。对现有供应商锁定的担忧可能会限制市场扩张。
公司类型展望
依公司类型划分,市场分为中小企业和大型企业。 2022年,大型企业细分市场占最高的销售份额。大型企业的虚拟桌面基础设施可以透过 GPU 即服务得到改进,为员工提供更好的图形效能并支援需要视觉密集型应用程式的就业机会。管理和维护 GPU 基础设施需要大量资源。 GPUaaS 解决方案将企业从管理、维护和升级硬体的管理任务中解放出来。
部署类型展望
根据部署类型,市场分为私有、公有和混合。在 2022 年的市场中,混合细分市场将获得可观的收入份额。此解决方案结合了私有云端和本地 GPU 技术,为使用者提供了两种交付模式的优势。 Intel、AMD 和 NVIDIA 等组织提供具有 GPU 支援的运算系统,以扩展资料密集型运算。客户也可以选择将一些系统和资料保留在内部,同时透过混合云利用外部服务。
应用类型展望
依应用分类,可分为医疗保健、BFSI、製造、通讯/IT、汽车等。 2022年,通讯和IT领域的市场销售份额最高。 IT 和通讯公司会产生大量资料,公司利用这些数据来了解更多资讯并增强其提供的服务。 GPUaaS 提供进阶资料分析和机器学习所需的运算能力。 GPUaaS 可用于通讯业的网路最佳化活动。
区域展望
从区域来看,我们对北美、欧洲、亚太地区和拉丁美洲地区的市场进行了分析。 2022年,北美地区将占据市场最大的收入份额。北美工业部门对人工智慧、物联网和机器人技术的整合高度敏感。该地区的市场参与企业透过设计和模拟尖端技术产品(例如采用 GPU 技术的物联网设备、人工智慧晶片组和工业机器人)来推动市场成长。
The Global GPU as a Service Market size is expected to reach $22.4 billion by 2030, rising at a market growth of 34.9% CAGR during the forecast period.
GPUaaS providers allow automotive manufacturers to boost their research, development, and testing procedures. The demand for GPUaaS in computer vision and pattern recognition, signal processing, infotainment graphics, and automobile networking applications will rise as autonomous technology advances. Hence, the automotive segment would generate approximately 1/4th share of the market by 2030. It has encouraged market participants to create new GPU products for automotive applications. Without making significant investments in specialized hardware, GPUaaS providers give automotive manufacturers scalable, on-demand access to high-performance GPUs. By utilizing GPUaaS, automakers could transform the automobile industry by improving vehicle design, enhancing safety features, maximizing fuel efficiency, and rapidly bringing cutting-edge autonomous technology to consumers.
The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In May, 2023, Vultr teamed up with Console Connect to provide organizations and developers from all over the world with a secure, direct connection to our cloud servers. In September, 2019, Alibaba Cloud joined hands with Ubitus to offer a quick solution to turn games into video streaming, promote the greatest gaming environment, and greatly increase global multi-screen revenue by integrating Alibaba Cloud with Ubitus GPU public cloud gaming solutions.
Based on the Analysis presented in the KBV Cardinal matrix; Google LLC is the forerunner in the Market. In February, 2023, Google entered into a partnership with Anthropic to utilize Anthropic capabilities in providing cloud-driven solutions. Companies such as Alibaba Cloud, IBM Corporation, Linode LLC are some of the key innovators in the Market.
Market Growth Factors
Growth In the Number of Applications
Recent years have experienced the rising popularity of GPU high-performance computing, self-driving cars, and other superior AI applications. GPUs are used with server CPUs to accelerate applications and enhance performance while cloud computing usage grows. Growth potential has been produced by the GPUaaS's operational features and ability to be customized. The expanding need for more powerful computing drives research and development for enhanced and efficient GPUs. Additionally, it is anticipated that the growing acceptance of virtualization and remote work will encourage market expansion further.
Expanding Gaming Industries
Market players in the gaming sector have been prompted to emphasize device compatibility and efficiency as they shift their attention from physical to online gaming. The development of 5G technology has reduced the current challenges with online gaming, such as lag, by providing a better cloud streaming experience, as 5G latency is much lower than that of 4G. A significant factor in the expansion of the video game industry has been the growing popularity of video games among young adults worldwide. Thus, in the coming years, the market expansion will be accelerated by an increase in disposable income and significant spending on gaming applications.
Market Restraining Factors
Existing Concerns About Vendor Lock-In
Due to the lack of standards, vendor lock-in is a significant obstacle to adopting GPUaaS. The vendor lock-in issue has been tackled primarily through advances in technology. Numerous studies don't analyze and demonstrate the complexity of the vendor lock-in issue in the cloud context. The majority of consumers thus remain unaware of the proprietary standards that limit the portability and interoperability of applications when they purchase services from suppliers. The concerns regarding the existing vendor-lock-in may constrain the expansion of the market.
Enterprise Type Outlook
Based on enterprise type, the market is fragmented into small & medium-sized enterprises and large enterprises. In 2022, the large enterprises segment held the highest revenue share in the market. The virtual desktop infrastructure of large enterprises may be improved by GPU as a service, giving employees better graphics performance and support for employment opportunities requiring a visual-intensive application. A GPU infrastructure requires a lot of resources to manage and maintain. GPUaaS solutions relieve companies from the administrative tasks of controlling, preserving, and upgrading their hardware.
Deployment Type Outlook
On the basis of deployment type, the market is segmented into private, public, and hybrid. The hybrid segment acquired a substantial revenue share in the market in 2022. The benefits of both delivery models are provided to users via this solution, which combines private cloud and on-premise GPU technology. Organizations like Intel, AMD, and NVIDIA offer computing systems with GPU support to scale data-intensive computation. Customers have the alternative of maintaining some systems and data internally while utilizing external services via a hybrid cloud.
Application Type Outlook
By application, the market is classified into healthcare, BFSI, manufacturing, telecom & IT, automotive, and others. In 2022, the telecom and IT segment registered the highest revenue share in the market. IT and telecom firms produce large amounts of data that companies utilize to learn more and enhance their offerings. GPUaaS provides the computational capacity needed for sophisticated data analytics and machine learning. GPUaaS can be utilized in the telecommunications industry for network optimization activities.
Regional Outlook
Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. In 2022, the North America region witnessed the largest revenue share in the market. The industrial sector in North America is extremely susceptible to integrating AI, IoT, and robotics technology because this region is one of the earliest to accept new technologies. By designing and simulating advanced technology goods, including IoT devices, AI chipsets, and industrial robots employing GPU technology, market participants in the region are encouraging market growth.
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Amazon Web Services, Inc. (Amazon.com, Inc.), Google LLC (Alphabet Inc.), IBM Corporation, Alibaba Cloud (Alibaba Group Holding Limited), Lambda Inc., Hewlett Packard Enterprise Company (HP Development Company L.P.), Linode LLC (Akamai Technologies, Inc.), CoreWeave, Inc., Vultr (The Constant Company, LLC), and OVH Groupe S.A
Recent Strategies Deployed in GPU as a Service Market
Partnerships, Collaboration and Agreements:
May-2023: Vultr teamed up with Console Connect, a leading Network-as-a-Service (NaaS) platform. Businesses can connect directly to Vultr servers from more than 900 data center locations across more than 50 nations thanks to Vultr's integration with the Console Connect platform in several geographic areas. Through this partnership, the company would be able to provide organizations and developers from all over the world with a secure, direct connection to our cloud servers, as well as the fastest connectivity and quality of service.
Feb-2023: Vultr formed a partnership with Bharti Airtel, India's leading communications solutions provider. With 30 cloud data center locations worldwide, including three in Airtel data centers in India, Vultr offers unmatched price-to-performance and a global footprint. Vultr is the perfect platform for driving corporate transformation and digital success when combined with Airtel's unrivaled connectivity and managed services capabilities.
Feb-2023: Google entered into a partnership with Anthropic, an AI-based startup to develop reliable and Credible AI systems. This partnership would enable Google to utilize Anthropic capabilities in providing cloud-driven solutions and integrate with Google's expertise in the training and deployment of AI systems, to build AI-enabled systems.
Product Launch and Product Expansions:
Feb-2023: Vultr released Cloud GPU availability of the NVIDIA A16, the premier graphics processing unit (GPU) for virtual desktop infrastructure (VDI). The NVIDIA A16 delivers a user experience for remote employees that is almost identical to that of a native PC because it is specifically designed for high-density, graphics-rich VDI. The NVIDIA A16 expands the company's efforts to democratize access to accelerated computing by joining the NVIDIA A100 Tensor Core GPU and NVIDIA A40 in the Vultr portfolio.
May-2022: Vultr today announced that Vultr Talon, powered by NVIDIA GPUs and NVIDIA AI Enterprise software, is now available in beta. A breakthrough cloud-based platform, Vultr Talon offers affordable accelerated computing by enabling GPU sharing, so multiple workloads can efficiently run on a single NVIDIA GPU.
Acquisitions and Merger:
Aug-2023: IBM took over Apptio Inc., a technology business management (TBM) software as a service (SaaS) application. The combination of Apptio products and IBM's IT automation portfolio will give businesses a 360-degree technology management platform they can use to optimize and automate decisions across their IT landscapes.
May-2023: IBM Corporation took over Polar Security, a cloud security solutions provider. The acquisition strengthens IBM's AI and hybrid cloud capabilities.
Jan-2023: CoreWeave Inc. completed the acquisition of Conductor Technologies Inc., a provider of rendering software, to expand its product portfolio. With this acquisition, the company would enhance its portfolio by integrating Conductor's offering with CoreWeave's GPU-optimized cloud platform.
Geographical Expansions:
May-2023: Vultr expanded its footprint by opening a data center in Tel Aviv, Israel. This expansion would offer democratized access to cloud infrastructure for the nation's expanding tech sector. With the addition of Tel Aviv and its brand-new location in Manchester, England, the company would boost its pace of international growth
Sep-2022: With the launch of two new data centers in Bangalore and Delhi NCR, Vultr expanded its presence in India. In comparison to AWS, Google, or any other global independent cloud, Vultr now offers service in more Indian regions. With this expansion, the company aimed to provide easy-to-use, high-performance, and efficient cloud computing to businesses and developers worldwide.
Market Segments covered in the Report:
By Enterprise Type
By Deployment Type
By Application
By Geography
Companies Profiled
Unique Offerings from KBV Research