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市場調查報告書
商品編碼
1351074
到 2030 年高效能運算市場預測:按組件、運算類型、資料類型、部署、組織規模、伺服器等級、最終用戶和區域進行的全球分析High Performance Computing Market Forecasts to 2030 - Global Analysis By Component, Computation Type, Data Type, Deployment, Organisation Size, Server Prize Band, End User and By Geography |
根據Stratistics MRC預測,2023年全球高效能運算市場規模將達391億美元,預計2030年將達到701億美元,預測期內年複合成長率為8.7%。
高效能運算 (HPC) 涵蓋一系列先進運算解決方案,旨在提供卓越的運算能力和速度來處理複雜的資料集中任務。它們包括超級電腦、叢集、平行處理系統等,可以更快地處理大型資料集、複雜的模擬、科學研究等。 HPC應用於科學研究、天氣預報、金融建模、人工智慧等領域,快速且有效率的運算至關重要。
根據 Intrado Healthcare 的 2022 年病患管理趨勢調查,超過 50% 的人打算投資一個透過訊息與病患溝通的系統。
雲端解決方案提供可擴充性、彈性和成本效益,使企業無需大量前期投資即可獲得強大的運算能力。隨著企業擴大採用遠端工作和協作,雲端基礎的HPC 提供無縫訪問,從而實現高效的資源分配和增強的資料分析。此外,雲端平台簡化了應用程式管理,使用戶能夠專注於核心任務。隨著雲端基礎的解決方案對於滿足各行業複雜的運算需求至關重要,對敏捷性和遠端功能的需求不斷成長正在推動 HPC 市場的成長。
專業硬體、冷卻系統以及取得和留住技術人員所需的大量投資阻礙了一些組織採用 HPC 解決方案。此外,擴展現有基礎設施以適應不斷成長的運算需求可能會增加成本。雖然雲端基礎的替代方案提供了彈性,但資料安全問題和長期成本仍然存在。面臨的挑戰在於平衡 HPC 不可否認的好處與經濟障礙,並開發具有成本效益的解決方案和模型,使 HPC 可供更廣泛的行業和組織使用。我鼓勵這樣做。
世界各地的政府都依賴 HPC 來執行科學研究、天氣建模、國防模擬和政策分析等任務。為了應對複雜的挑戰而對快速、準確的資料處理的需求正在推動 HPC整合。隨著政府對創新和基礎設施的投資,公共機構和 HPC 提供者之間的合作正在推動技術進步。使用 HPC 來加強決策、最佳化資源配置和推動進步正在滿足政府機構不斷變化的需求,增強市場成長並對各領域的影響。
隨著產業需要更快、更有效率的運算,工作站創新的下滑可能會阻礙實現尖端應用程式的能力。如果處理能力、記憶體容量和資料傳輸速度不持續改進,企業可能難以跟上不斷變化的運算需求。這可能會限制他們應對研究、模擬和資料分析等領域複雜挑戰的能力。為了保持競爭力和相關性,HPC 市場必須不斷突破工作站功能的界限,為各種產業提供充分利用高效能運算潛力所需的工具。
COVID-19 的疫情對高效能運算 (HPC) 市場產生了重大影響。遠距工作、虛擬協作和資料密集型研究的激增凸顯了強大運算能力的重要性。醫療保健和製藥等行業一直在使用 HPC 進行藥物研發和流行病學建模。然而,供應鏈、資料中心營運的中斷和預算限制最初給市場帶來了挑戰。然而,這場危機加速了雲端基礎的HPC 解決方案的採用,以提高遠端存取和彈性。隨著遠距工作變得越來越普及,疫情顛覆了 HPC 格局,這清楚地表明 HPC 將在應對世界挑戰和推動各個領域進步方面發揮關鍵作用。
雲端在高效能運算市場中佔有很大佔有率。雲端基礎的HPC 使企業能夠按需獲得大量運算能力,從而無需進行大量硬體投資和維護。這種方法有助於為各種應用(從科學研究到各行業的模擬)快速部署 HPC 資源。雲端 HPC 還實現了存取民主化,使小型組織能夠利用以前只有大型企業才能使用的先進運算能力。儘管資料安全和延遲等挑戰仍然存在,但將雲端配合措施整合到 HPC 生態系統中將重塑組織處理高效能運算的方式,使其更加敏捷且更具成本效益。
預測期內高效能運算市場年複合成長率最高的是銀行、金融服務和保險業。這些產業在交易、投資策略、詐欺偵測和法規規方面嚴重依賴複雜的模擬、風險分析和即時資料處理。 HPC 解決方案可實現快速、準確的運算,使金融機構能夠做出資訊的決策並快速回應市場動態。隨著演算法交易、巨量資料分析以及安全管理大量金融資料的需求不斷成長,金融機構對強大運算能力的需求持續成長。 HPC 在提高效率、降低風險和提高競爭力方面的作用正在增強其在金融形勢的重要性。
北美佔據重要地位,預計在預測期內將保持最大佔有率。美國和加拿大是主要參與者,持有先進的超級運算中心,推動科學研究、航太和金融建模領域的尖端應用。專注於人工智慧、機器學習和資料分析的 HPC 解決方案可滿足不同行業對快速計算和資料處理的需求。學術界、工業界和政府之間的合作正在推動高效能運算的進步,使北美處於高效能運算技術、能力和突破的前沿,影響全球的研究,並為經濟成長做出貢獻。
由於技術投資的增加和對先進運算解決方案的需求不斷成長,亞太地區的高效能運算市場年複合成長率最高。中國、日本和印度等國家正在部署高效能運算來促進科學研究、創新和經濟成長。政府配合措施、與學術機構的合作以及與業界的合作正在推動 HPC 的採用。該地區人工智慧和機器學習領域正在蓬勃發展,對強大運算能力的需求也不斷增加。隨著亞太國家尋求在研究、創新和資料驅動型產業中佔據一席之地,高效能運算市場在加速進步和應對各領域的複雜挑戰方面發揮關鍵作用。
According to Stratistics MRC, the Global High Performance Computing Market is accounted for $39.1 billion in 2023 and is expected to reach $70.1 billion by 2030 growing at a CAGR of 8.7% during the forecast period. The high-performance computing (HPC) encompasses the domain of advanced computing solutions designed to deliver exceptional computational power and speed for tackling complex and data-intensive tasks. It involves supercomputers, clusters, and parallel processing systems that enable rapid processing of large datasets, intricate simulations, and scientific research. HPC finds applications in fields like scientific research, weather forecasting, financial modelling, and artificial intelligence, where swift and efficient computation is essential.
According to a survey by Intrado Healthcare on patient management trends for 2022, more than 50% intend to invest in systems to communicate with patients via messaging.
Cloud solutions offer scalability, flexibility, and cost-effectiveness, allowing organizations to access substantial computational power without heavy upfront investments. As businesses increasingly embrace remote work and collaborations, cloud-based HPC provides seamless accessibility, enabling efficient resource allocation and enhanced data analytics. Moreover, cloud platforms simplify application management, allowing users to focus on their core tasks. This driver taps into the growing demand for agility and remote capabilities, propelling the HPC market's growth as cloud-based solutions become integral to addressing complex computational needs across diverse industries.
The substantial investment required for acquiring and maintaining specialized hardware, cooling systems, and skilled personnel can deter some organizations from adopting HPC solutions. Additionally, scaling up existing infrastructure to meet growing computational demands can escalate costs. While cloud-based alternatives provide flexibility, data security concerns and long-term expenses persist. The challenge lies in balancing the undeniable benefits of HPC against the financial barriers, encouraging the development of cost-effective solutions and models to make HPC accessible to a broader range of industries and organizations.
Governments worldwide are leveraging HPC for tasks like scientific research, weather modeling, defense simulations, and policy analysis. The demand for rapid and accurate data processing to address complex challenges is propelling HPC integration. As governments invest in innovation and infrastructure, collaborations between public institutions and HPC providers are fostering technological advancements. The use of HPC to enhance decision-making, optimize resource allocation, and drive advancements aligns with the evolving needs of government agencies, bolstering the market's growth and impact in various sectors.
As industries demand faster and more efficient computation, a stagnation in workstation innovations can hinder the realization of cutting-edge applications. Without continuous improvements in processing power, memory capacity, and data transfer speeds, organizations may struggle to keep up with evolving computational demands. This could limit the ability to address complex challenges in fields like research, simulations, and data analytics. To remain competitive and relevant, the HPC market must consistently push the boundaries of workstation capabilities, providing the necessary tools for diverse industries to harness the full potential of high-performance computing.
The COVID-19 pandemic has significantly impacted the High Performance Computing (HPC) market. The sudden surge in remote work, virtual collaboration, and data-intensive research highlighted the importance of robust computing power. Industries such as healthcare and pharmaceuticals relied on HPC for drug discovery and epidemiological modeling. However, disruptions in supply chains, data center operations, and budget constraints initially challenged the market. Yet, the crisis accelerated adoption of cloud-based HPC solutions, enhancing remote access and flexibility. As remote work becomes more prevalent, the pandemic reshaped the HPC landscape, underscoring its critical role in addressing global challenges and driving advancements in various sectors.
The Cloud has a significant share in the High Performance Computing market. Cloud-based HPC enables organizations to access immense computing power on-demand, eliminating the need for substantial hardware investments and maintenance. This approach facilitates rapid deployment of HPC resources for diverse applications, from scientific research to simulations in various industries. Cloud HPC also democratizes access, allowing smaller organizations to tap into advanced computing capabilities previously reserved for larger players. While challenges like data security and latency persist, the integration of cloud technologies into the HPC ecosystem is reshaping how organizations approach high-performance computing, providing agility and cost-efficiency.
The banking, finance services, and insurance have the highest CAGR within the High Performance Computing market over the forecast period. These industries heavily rely on complex simulations, risk analysis, and real-time data processing for trading, investment strategies, fraud detection, and regulatory compliance. HPC solutions enable swift and accurate computations, enabling financial institutions to make informed decisions and respond rapidly to market dynamics. The sector's demand for powerful computing capabilities continues to grow with the rise of algorithmic trading, big data analytics, and the need to manage vast amounts of financial data securely. HPC's role in enhancing efficiency, reducing risks, and improving competitiveness reinforces its significance in the financial landscape.
North America holds a significant position and expected to hold a largest share over the forecast period. The United States and Canada are key players, hosting advanced supercomputing centers and driving cutting-edge applications in areas like scientific research, aerospace, and financial modelling. With a focus on AI, machine learning, and data analytics, HPC solutions cater to diverse industries' demands for rapid computation and data processing. Collaboration between academia, industry, and government institutions fuels HPC advancements, positioning North America at the forefront of high-performance computing technologies, capabilities, and breakthroughs that influence global research and contribute to economic growth.
The Asia Pacific region witnessed highest CAGR in the High Performance Computing market, driven by its increasing technological investments and a growing demand for advanced computing solutions. Countries like China, Japan, and India are embracing HPC to drive scientific research, innovation, and economic growth. Government initiatives, academic collaborations, and industry partnerships fuel HPC adoption. The region's burgeoning AI and machine learning sectors also contribute to the demand for powerful computing capabilities. As Asia Pacific nations seek to assert themselves in research, innovation, and data-driven industries, the HPC market plays a pivotal role in accelerating progress and addressing complex challenges across diverse sectors.
Some of the key players in High Performance Computing Market include: Cisco Systems, Inc., Dassault Systemes SE, Sugon Information Industry Co. Ltd, Dell Technologies Inc., NEC Corporation, Fujistu Ltd., Lenovo Group Ltd, Microsoft Corporation, Hewlett Packard Enterprise, International Business Machines Corporation, IBM Corporation, Inspur, NVIDIA Corporation, Intel Corporation, Advanced Micro Devices, Inc., Amazon Web Series and Atos SE.
In December 2022, Hewlett Packard Enterprise announced an expansion to build its first European factory for HPC and AI systems to accelerate customer delivery and strengthen the region's supplier ecosystem. A new site will manufacture and ship HPE Apollo systems and the HPE Cray EX supercomputers.
In March 2022, AMD completed the acquisition of Xilinx(US). The acquisition has led to the expansion of AMD's product portfolio and customer base across several regions.
In February 2022, IBM acquired Sentaca (US), a software consulting firm and cloud migration specialist that supports telcos and communication service providers. Sentaca, in conjunction with IBM, will provide scalable, cloud- and edge-enabled process automation and process safety solutions.
Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.