市场调查报告书
商品编码
1370836
高效能运算即服务市场 - 2018-2028 年全球产业规模、份额、趋势、机会和预测,按组件、部署类型、最终用户、地区和竞争细分High-Performance Computing as a Service Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, 2018-2028 Segmented By Component, By Deployment Type, By End User, By Region and Competition |
由于大型和中小型组织对灵活运算服务的需求不断增长,预计在 2024 年至 2028 年的预测期内,高效能运算 (HPC) 即服务市场将强劲成长。此外,对快速储存和高效运算的需求的增加预计将刺激市场扩张。推动国际 HPC 服务需求的另一个重要面向是政府计画的扩展。
市场概况 | |
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预测期 | 2024-2028 |
2022 年市场规模 | 71亿美元 |
2028 年市场规模 | 139.5亿美元 |
2023-2028 年复合年增长率 | 11.92% |
成长最快的细分市场 | 混合云 |
最大的市场 | 北美洲 |
HPC 丛集必须持续有效率地运作才能执行高效能运算。因此,HPC 服务使用户能够完全控制运算基础设施,包括作业系统和分析工具。此外,虽然HPC具有许多优势,但它也面临一些问题和困难,包括网路频宽和延迟、虚拟化开销和多租户,这需要改善HPC基础设施和解决方案的管理。此外,支援云端的 HPC 让软体和部署模型保持最新状态,为消费者提供更多选择和解决方案。因此,对高效能运算服务的需求受到这些因素的影响。
速度和可扩展性是高效能运算的两大特征,预计将导致预测期内对 HPC 实施的需求。此外,高效能运算与云端的结合还有很多优势,包括海量的储存和强大的运算能力。使用者可以透过云端的高效能运算来存取用于多执行绪部署类型的多核心处理器,这使得各种形式的记忆体部署使用快速网路成为可能。
此外,随着智慧型手机和物联网设备变得越来越普遍,全球正在产生大量资料,推动了对高速运算服务的需求。高效能运算服务需求的主要驱动力是海量资料集合的储存以及这些复杂资料集的见解的分析。此外,用户经常将资料保存在多个位置,因此即使从一个位置删除数据,仍然可以从另一个位置恢復。因此,许多组织对 HPC 服务有很高的需求。因此,这些因素预计将在未来几年推动全球高效能运算(HPC)即服务市场的发展。
世界各国政府正在启动各种专案并投资 HPC 技术,以处理运算复杂性并创建新的高效能运算 (HPC) 程序和解决方案。例如,加拿大环境与气候变迁部 (ECCC) 主要使用 HPC 解决方案来预测天气警报的充分性并确保加拿大人的安全和健康。美国于 2021 年在阿贡国家实验室安装了 Exascale。此外,欧盟委员会正在投资超级电脑和数位转型的 HPC 解决方案。例如,欧盟委员会计划为超级电脑和量子技术建立欧洲资料基础设施,作为欧洲云端努力的一部分。因此,这些因素预计将在未来几年推动全球高效能运算 (HPC) 即服务市场的发展。
随着大企业和中小型企业看到云端的可能性,云端的采用正在迅速增加。此外,印度、中国、墨西哥、沙乌地阿拉伯、印尼等发展中国家正在采用云端解决方案并对其进行大量投资。此外,由于云端解决方案的成本效益、部署、管理简单等方面的优势,新创公司和大中小型组织正在采用它们。
此外,新兴国家采用云端运算的主要驱动力是智慧型手机和网路使用的增加。新兴经济体对 HPC 即服务的需求预计将因对可扩展和快速处理的运算和储存解决方案的需求成长而推动。
不同行业不断增长的工作负载需要使用专用图形处理单元 (GPU) 和更强大的 HPC 云,这推动了云端在国际范围内的使用。此外,多种 HPC 部署可能需要数百到数千台专用机器。如果没有适当的管理控制,企业将面临向云端服务提供者 (CSP) 支付大量资金的风险。市场扩张的一个重大障碍是现货实例、按需实例、预留实例和现货伫列的不同成本结构。此外,每个机箱具有多个节点的高密度伺服器是 HPC 的组成部分,这些伺服器必须支援加速卡。因此,服务提供者根据他们提供的服务收取性价比,以使所有这些流程易于实施、管理和配置。预计这将在未来几年阻碍全球高效能运算(HPC)即服务市场的成长。
全球高效能运算 (HPC) 即服务市场根据元件、部署类型、最终用户和区域进行细分。根据组件,市场分为解决方案和服务。根据部署类型,市场分为私有云、公有云和混合云。根据最终用户,市场分为 BFSI、医疗保健、媒体和娱乐等。按地区划分,市场进一步分为北美、亚太地区、欧洲、南美、中东和非洲。
全球高效能运算 (HPC) 即服务市场的主要参与者包括 Amazon Web Services, Inc. (AWS)、Dell Inc.、Google LLC、Hewlett Packard Enterprise Development LP、International Business Machines Corporation (IBM) 和 Microsoft Corporation 、Nimbix , Inc.、PenguinComputing,Inc.、SabalcoreComputing,Inc. 和TheUberCloud,Inc.
在本报告中,除了以下详细介绍的产业趋势外,全球高效能运算 (HPC) 即服务市场也分为以下几类。
(註:公司名单可依客户要求客製化。)
High-Performance Computing (HPC) as a Service Market is expected to grow at a robust pace during the forecast period of 2024-2028 due to the rise in demand for flexible computing services among large and small- and medium-sized organizations. Additionally, an increase in the demand for quick storage and efficient computation is anticipated to spur market expansion. Another important aspect driving the need for HPC services internationally is the expansion of government projects.
High-performance computing (HPC) as a service allows businesses to leverage AI, improve data analytics, and run simulations at a faster rate. To gain access to the essential technology for handling their biggest, most difficult workloads, organizations can sign up for HPC as a service. Enterprise organizations may fully realize the value of their data and applications by utilizing HPC as a service. The risk of over-provisioning is minimized with a pay-per-use framework, thereby safeguarding capital and resources. Organizations are better able to acquire precise data insights, enable improved decision-making, and preserve the competitive advantage required to successfully drive innovation by using this model to access high-performance computing technologies.
Market Overview | |
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Forecast Period | 2024-2028 |
Market Size 2022 | USD 7.1 Billion |
Market Size 2028 | USD 13.95 Billion |
CAGR 2023-2028 | 11.92% |
Fastest Growing Segment | Hybrid Cloud |
Largest Market | North America |
HPC clusters must operate continuously and efficiently to execute high-performance computation. As a result, HPC services give users total control over computing infrastructure, including operating systems and analysis tools. In addition, while HPC offers many advantages, it also faces several problems and difficulties, including network bandwidth and latency, virtualization overhead, and multi-tenancy, which necessitates improved management of HPC infrastructure and solutions. Additionally, cloud-enabled HPC keeps software and deployment models up to date, giving consumers more options and solutions. The demand for high-performance computing services is, therefore, influenced by these factors.
Speed and scalability are two major features of high-performance computing that are expected to lead to the demand for the implementation of HPC during the forecast period. Additionally, combining high-performance computing with the cloud has many advantages, including vast storage and powerful calculation. Users may have access to multi-core processors for multi-threaded deployment types via high-performance computing in the cloud, which makes it possible for various forms of memory deployment to use a fast network.
Additionally, as smartphones and IoT-enabled devices become more prevalent, massive data volumes are being produced globally, driving up the demand for high-speed computing services. The main driver of demand for high-performance computing services is the storing of enormous data collections and the analysis of insights from these complicated data sets. Additionally, users frequently save their data in many locations so that, even if it is deleted from one location, it can still be recovered from another. As a result, many organizations have a high need for HPC services. Thus, these factors are expected to drive the global high-performance computing (HPC) as a service market over the next few years.
Governments all over the world are launching a variety of projects and investing in HPC technology to handle computational complexity and create fresh high-performance computing (HPC) programs and solutions. For instance, Environment and Climate Change Canada (ECCC) uses the HPC solution primarily to forecast the adequacy of weather alerts and safeguard Canadians' safety and health. The Exascale was installed by the U.S. in 2021 at Argonne National Laboratory. Additionally, the European Commission is investing in HPC solutions for supercomputers and digital transformation. For instance, the European Commission plans to construct the European Data Infrastructure for supercomputer and quantum technologies as part of the European Cloud effort. As a result, these factors are expected to drive the global high-performance computing (HPC) as a service market over the next few years.
The adoption of the cloud is increasing rapidly as big businesses and small and medium-sized businesses see its possibilities. Additionally, developing nations, such as India, China, Mexico, Saudi Arabia, Indonesia, and others are embracing cloud solutions and making significant investments in them. Furthermore, due to the cost-effectiveness, simple deployment, management, and other aspects of cloud solutions, startups, and large and small & medium organizations, are adopting them.
Additionally, the main driver of cloud uptake in emerging nations is the rise in the use of smartphones and the internet. The demand for HPC as a service in emerging economies is expected to be fueled by the rise in the need for scalable and quick-processing computing and storage solutions.
The rising workload in different industries necessitates the use of specialized graphics processing units (GPUs) with more powerful HPC clouds, which propels the use of clouds internationally. Additionally, many sorts of HPC deployments might entail hundreds to thousands of dedicated machines. If the proper management controls are not in place, businesses risk paying their cloud service provider (CSP) a lot of money. A significant barrier to the market's expansion is the disparate cost structures for spot instances, on-demand instances, reserved instances, and spot fleets. Additionally, high-density servers with multiple nodes per chassis are a component of HPC, and these servers must support accelerator cards. Therefore, service providers charge a price/performance ratio based on the service they give to make all these processes easy to implement, administer, and configure. This is expected to cause hindrance to the growth of the market of the global high-performance computing (HPC) as a service in the coming years.
The global high-performance computing (HPC) as a service market is segmented based on component, deployment type, end user, and region. Based on component, the market is bifurcated into solutions and services. Based on deployment type, the market is bifurcated into private cloud, public cloud, and hybrid cloud. Based on end user, the market is bifurcated into BFSI, healthcare, media & entertainment, and others. Based on region, the market is further bifurcated into North America, Asia-Pacific, Europe, South America, and the Middle East & Africa.
Key players in the global high-performance computing (HPC) as a service market are Amazon Web Services, Inc. (AWS), Dell Inc., Google LLC, Hewlett Packard Enterprise Development LP, International Business Machines Corporation (IBM), Microsoft Corporation, Nimbix, Inc., Penguin Computing, Inc., Sabalcore Computing, Inc., and TheUberCloud, Inc.
In this report, the global high-performance computing (HPC) as a service market has been segmented into the following categories, in addition to the industry trends which have also been detailed below.
(Note: The companies list can be customized based on the client requirements.)