市場調查報告書
商品編碼
1370836
高效能運算即服務市場 - 2018-2028 年全球產業規模、佔有率、趨勢、機會和預測,按組件、部署類型、最終用戶、地區和競爭細分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 |
由於大型和中小型組織對靈活運算服務的需求不斷成長,預計在 2024 年至 2028 年的預測期內,高效能運算 (HPC) 即服務市場將強勁成長。此外,對快速儲存和高效運算的需求的增加預計將刺激市場擴張。推動國際 HPC 服務需求的另一個重要面向是政府計畫的擴展。
市場概況 | |
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預測期 | 2024-2028 |
2022 年市場規模 | 71億美元 |
2028 年市場規模 | 139.5億美元 |
2023-2028 年年複合成長率 | 11.92% |
成長最快的細分市場 | 混合雲端端端端端 |
最大的市場 | 北美洲 |
HPC 叢集必須持續有效率地運作才能執行高效能運算。因此,HPC 服務使用戶能夠完全控制運算基礎設施,包括作業系統和分析工具。此外,雖然HPC具有許多優勢,但它也面臨一些問題和困難,包括網路頻寬和延遲、虛擬化開銷和多租戶,這需要改善HPC基礎設施和解決方案的管理。此外,支援雲端的 HPC 讓軟體和部署模型保持最新狀態,為消費者提供更多選擇和解決方案。因此,對高效能運算服務的需求受到這些因素的影響。
速度和可擴展性是高效能運算的兩大特徵,預計將導致預測期內對 HPC 實施的需求。此外,高效能運算與雲端的結合還有很多優勢,包括海量的儲存和強大的運算能力。使用者可以透過雲端的高效能運算來存取用於多執行緒部署類型的多核心處理器,這使得各種形式的記憶體部署使用快速網路成為可能。
此外,隨著智慧型手機和物聯網設備變得越來越普遍,全球正在產生大量資料,推動了對高速運算服務的需求。高效能運算服務需求的主要驅動力是海量資料集合的儲存以及這些複雜資料集的見解的分析。此外,用戶經常將資料保存在多個位置,因此即使從一個位置刪除數據,仍然可以從另一個位置恢復。因此,許多組織對 HPC 服務有很高的需求。因此,這些因素預計將在未來幾年推動全球高效能運算(HPC)即服務市場的發展。
世界各國政府正在啟動各種專案並投資 HPC 技術,以處理運算複雜性並創建新的高效能運算 (HPC) 程序和解決方案。例如,加拿大環境與氣候變遷部 (ECCC) 主要使用 HPC 解決方案來預測天氣警報的充分性並確保加拿大人的安全和健康。美國於 2021 年在阿貢國家實驗室安裝了 Exascale。此外,歐盟委員會正在投資超級電腦和數位轉型的 HPC 解決方案。例如,歐盟委員會計劃為超級電腦和量子技術建立歐洲資料基礎設施,作為歐洲雲端努力的一部分。因此,這些因素預計將在未來幾年推動全球高效能運算 (HPC) 即服務市場的發展。
隨著大企業和中小型企業看到雲端的可能性,雲端的採用正在迅速增加。此外,印度、中國、墨西哥、沙烏地阿拉伯、印尼等發展中國家正在採用雲端解決方案並對其進行大量投資。此外,由於雲端解決方案的成本效益、部署、管理簡單等方面的優勢,新創公司和大中小型組織正在採用它們。
此外,新興國家採用雲端運算的主要驅動力是智慧型手機和網路使用的增加。新興經濟體對 HPC 即服務的需求預計將因對可擴展和快速處理的運算和儲存解決方案的需求成長而推動。
不同行業不斷成長的工作負載需要使用專用圖形處理單元 (GPU) 和更強大的 HPC 雲,這推動了雲端在國際範圍內的使用。此外,多種 HPC 部署可能需要數百到數千台專用機器。如果沒有適當的管理控制,企業將面臨向雲端服務提供者 (CSP) 支付大量資金的風險。市場擴張的一個重大障礙是現貨實例、按需實例、預留實例和現貨佇列的不同成本結構。此外,每個機箱具有多個節點的高密度伺服器是 HPC 的組成部分,這些伺服器必須支援加速卡。因此,服務提供者根據他們提供的服務收取性價比,以使所有這些流程易於實施、管理和配置。預計這將在未來幾年阻礙全球高效能運算(HPC)即服務市場的成長。
全球高效能運算 (HPC) 即服務市場根據元件、部署類型、最終用戶和區域進行細分。根據組件,市場分為解決方案和服務。根據部署類型,市場分為私有雲、公有雲和混合雲端端端端端。根據最終用戶,市場分為 BFSI、醫療保健、媒體和娛樂等。按地區分類,市場進一步分為北美、亞太地區、歐洲、南美、中東和非洲。
全球高效能運算 (HPC) 即服務市場的主要參與者包括 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.
在本報告中,除了以下詳細介紹的產業趨勢外,全球高效能運算 (HPC) 即服務市場也分為以下幾類。
(註:公司名單可依客戶要求客製化。)
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.)