세계의 클라우드 고성능 컴퓨팅(HPC) 시장 : 전개 모델별, 조직 규모별, 업계별, 서비스 유형별, 가격 모델별 - 예측(2025-2030년)

The Cloud High Performance Computing Market was valued at USD 11.02 billion in 2023, expected to reach USD 12.65 billion in 2024, and is projected to grow at a CAGR of 14.57%, to USD 28.56 billion by 2030.

Cloud High Performance Computing (HPC) is an evolving paradigm that merges cloud computing's flexibility and scalability with the immense computational power required for HPC tasks. This technology is crucial for industries needing immense processing power for complex calculations, modeling, and simulations-enabling applications in fields like scientific research, pharmaceuticals, financial modeling, and advanced image processing. The scope of this market encompasses a broad range of industries, driven by demands for increased computational capabilities and adaptable solutions. The necessity of cloud HPC is underscored by its ability to handle massive datasets and perform computationally intensive tasks at high speeds, a requirement that traditional computing infrastructures struggle to meet efficiently due to cost and capacity constraints.

Key growth influencers include the surge in data generation, advancements in AI and machine learning, and the growing demand for scalability in IT infrastructures. Potential opportunities lie in sectors like genomics and climate modeling, where detailed simulations are key; companies can capitalize by offering targeted, cost-effective HPC solutions on a subscription basis. However, challenges such as data security concerns, high operational costs, and a scarcity of skilled workforce can hinder market expansion. Interoperability and latency issues between different cloud environments also pose significant challenges.

Innovations in this space can focus on reducing latency and improving data security through enhanced encryption methods. Developing cost-effective hybrid solutions that combine on-premise and cloud resources can attract businesses reluctant to switch entirely to cloud-based systems due to security and compliance issues. Market participants should continue to emphasize the benefits of cloud HPC to potential end-users through education and demonstrating tangible ROI. Additionally, as organizations prioritize sustainability, developing energy-efficient HPC solutions can be a distinct area of research driving business growth. Understanding that the cloud HPC market is competitive yet collaboration-driven, firms that forge partnerships with academic and research institutions might better leverage technological advancements and expand their market reach.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Cloud High Performance Computing Market

The Cloud High Performance Computing Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Significant investments by tech giants in developing robust cloud HPC infrastructures
  • Continuous advancements in cloud technologies enabling better performance and security in HPC environments
  • Increasing collaboration between cloud service providers and research institutions for HPC applications
  • Expansion of high-speed internet and network infrastructures supporting cloud HPC deployments
• Market Restraints
  • Security and compliance challenges in adopting cloud-based high performance computing solutions
  • Issues with data transfer speeds and latency affecting the performance of cloud HPC applications
• Market Opportunities
  • Adoption of cloud high performance computing in artificial intelligence and machine learning applications to enhance computational efficiency
  • Integration of cloud high performance computing with internet of things devices for data-intensive real-time analytics
  • Increasing demand for cloud high performance computing in financial services industry for risk management and fraud detection
• Market Challenges
  • Addressing data security and compliance regulations specific to high performance computing in cloud environments
  • Optimizing performance and efficiency of high performance computing applications for cloud infrastructure

Porter's Five Forces: A Strategic Tool for Navigating the Cloud High Performance Computing Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Cloud High Performance Computing Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Cloud High Performance Computing Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Cloud High Performance Computing Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Cloud High Performance Computing Market

A detailed market share analysis in the Cloud High Performance Computing Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Cloud High Performance Computing Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Cloud High Performance Computing Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Cloud High Performance Computing Market

A strategic analysis of the Cloud High Performance Computing Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Cloud High Performance Computing Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices (AMD), Alibaba Cloud, Amazon Web Services, Cisco Systems, Cray, Dell Technologies, Fujitsu, Google Cloud, Hewlett Packard Enterprise, HUAWEI CLOUD, IBM, Intel, Lenovo, Microsoft Azure, NVIDIA, Oracle Cloud, Penguin Computing, Rescale, Silicon Graphics International (SGI), and SUSE.

Market Segmentation & Coverage

This research report categorizes the Cloud High Performance Computing Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Deployment Model, market is studied across Hybrid Cloud, Private Cloud, and Public Cloud.
• Based on Organization Size, market is studied across Large Enterprises and Small & Medium Enterprises. The Small & Medium Enterprises is further studied across Medium Enterprises, Micro Enterprises, and Small Enterprises.
• Based on Industry Vertical, market is studied across Finance, Healthcare, and Manufacturing. The Finance is further studied across Banking, Insurance, and Investment. The Healthcare is further studied across Biotechnology, Medical Devices, and Pharmaceuticals. The Manufacturing is further studied across Aerospace, Automotive, and Electronics.
• Based on Service Type, market is studied across Compute Services, Networking Services, and Storage Services. The Compute Services is further studied across Containers and Virtual Machines. The Networking Services is further studied across Content Delivery Network, Load Balancing, and Virtual Private Cloud. The Storage Services is further studied across Block Storage, File Storage, and Object Storage.
• Based on Pricing Model, market is studied across Pay-As-You-Go and Reserved.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Significant investments by tech giants in developing robust cloud HPC infrastructures
    • 5.1.1.2. Continuous advancements in cloud technologies enabling better performance and security in HPC environments
    • 5.1.1.3. Increasing collaboration between cloud service providers and research institutions for HPC applications
    • 5.1.1.4. Expansion of high-speed internet and network infrastructures supporting cloud HPC deployments
  • 5.1.2. Restraints
    • 5.1.2.1. Security and compliance challenges in adopting cloud-based high performance computing solutions
    • 5.1.2.2. Issues with data transfer speeds and latency affecting the performance of cloud HPC applications
  • 5.1.3. Opportunities
    • 5.1.3.1. Adoption of cloud high performance computing in artificial intelligence and machine learning applications to enhance computational efficiency
    • 5.1.3.2. Integration of cloud high performance computing with internet of things devices for data-intensive real-time analytics
    • 5.1.3.3. Increasing demand for cloud high performance computing in financial services industry for risk management and fraud detection
  • 5.1.4. Challenges
    • 5.1.4.1. Addressing data security and compliance regulations specific to high performance computing in cloud environments
    • 5.1.4.2. Optimizing performance and efficiency of high performance computing applications for cloud infrastructure
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Cloud High Performance Computing Market, by Deployment Model

• 6.1. Introduction
• 6.2. Hybrid Cloud
• 6.3. Private Cloud
• 6.4. Public Cloud

7. Cloud High Performance Computing Market, by Organization Size

• 7.1. Introduction
• 7.2. Large Enterprises
• 7.3. Small & Medium Enterprises
  • 7.3.1. Medium Enterprises
  • 7.3.2. Micro Enterprises
  • 7.3.3. Small Enterprises

8. Cloud High Performance Computing Market, by Industry Vertical

• 8.1. Introduction
• 8.2. Finance
  • 8.2.1. Banking
  • 8.2.2. Insurance
  • 8.2.3. Investment
• 8.3. Healthcare
  • 8.3.1. Biotechnology
  • 8.3.2. Medical Devices
  • 8.3.3. Pharmaceuticals
• 8.4. Manufacturing
  • 8.4.1. Aerospace
  • 8.4.2. Automotive
  • 8.4.3. Electronics

9. Cloud High Performance Computing Market, by Service Type

• 9.1. Introduction
• 9.2. Compute Services
  • 9.2.1. Containers
  • 9.2.2. Virtual Machines
• 9.3. Networking Services
  • 9.3.1. Content Delivery Network
  • 9.3.2. Load Balancing
  • 9.3.3. Virtual Private Cloud
• 9.4. Storage Services
  • 9.4.1. Block Storage
  • 9.4.2. File Storage
  • 9.4.3. Object Storage

10. Cloud High Performance Computing Market, by Pricing Model

• 10.1. Introduction
• 10.2. Pay-As-You-Go
• 10.3. Reserved

11. Americas Cloud High Performance Computing Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Cloud High Performance Computing Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Cloud High Performance Computing Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Advanced Micro Devices (AMD)
• 2. Alibaba Cloud
• 3. Amazon Web Services
• 4. Cisco Systems
• 5. Cray
• 6. Dell Technologies
• 7. Fujitsu
• 8. Google Cloud
• 9. Hewlett Packard Enterprise
• 10. HUAWEI CLOUD
• 11. IBM
• 12. Intel
• 13. Lenovo
• 14. Microsoft Azure
• 15. NVIDIA
• 16. Oracle Cloud
• 17. Penguin Computing
• 18. Rescale
• 19. Silicon Graphics International (SGI)
• 20. SUSE