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High Performance Computing (HPC) Market by Component, Infrastructure, Services, Price Band, HPC Applications, Deployment Types, Industry Verticals, and Regions 2020 - 2025

  • ID: 4896466
  • Report
  • January 2020
  • 201 Pages
  • Mind Commerce
1h Free Analyst Time

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AI, IoT, and 5G will be Major Drivers for HPC Growth as they Facilitate the Need to Process Vast Amounts of Data

FEATURED COMPANIES

  • Amazon Web Services Inc.
  • Braket, Inc.
  • Cray
  • Fujitsu Ltd
  • Inspur
  • Lenovo
  • MORE

High Performance Computing (HPC) may be provided via a supercomputer or via parallel processing techniques such as leveraging clusters of computers to aggregate computing power. HPC is well-suited for applications that require high performance data computation such as certain financial services, simulations, and various R&D initiatives.

The market is currently dominated on the demand side by large corporations, universities, and government institutions by way of capabilities that are often used to solve very specific problems for large institutions. Examples include financial services organizations, government R&D facilities, universities research, etc.

However, the cloud-computing based “as a Service” model allows HPC market offerings to be extended via HPC-as-a-Service (HPCaaS) to a much wider range of industry verticals and companies, thereby providing computational services to solve a much broader array of problems. Industry use cases are increasingly emerging that benefit from HPC-level computing, many of which benefit from split processing between localized device/platform and HPCaaS.

In fact, HPCaaS is poised to become much more commonly available, partially due to new on-demand supercomputer service offerings, and in part as a result of emerging AI-based tools for engineers. Accordingly, up to 45% of revenue will be directly attributable to the cloud-based business model via HPCaaS, which makes High-Performance Computing solutions available to a much wider range of industry verticals and companies, thereby providing computational services to solve a much broader array of problems.

In a recent study, we conducted interviews with major players in the market as well as smaller, lesser known companies that are believed to be influential in terms of innovative solutions that are likely to drive adoption and usage of both cluster-based HPC and supercomputing.

In an effort to identify growth opportunities for the HPC market, we investigated market gaps including unserved and underserved markets and submarkets. The research and advisory firm uncovered a market situation in which HPC currently suffers from an accessibility problem as well as inefficiencies and supercomputer skill gaps.

Stated differently, the market for HPC as a Service (e.g. access to high-performance computing services) currently suffers from problems related to the utilization, scheduling, and set-up time to run jobs on a supercomputer. We identified start-ups and small companies working to solve these problems.

One of the challenge areas identified is low utilization but (ironically) also high wait times for most supercomputers. Scheduling can be a challenge in terms of workload time estimation. About 20% of jobs are computationally heavy 30% of jobs cannot be defined very well in terms of how long jobs will take (within 3-minute window at best). In many instances, users request substantive resources and don’t actually use computing time.

In addition to the scheduling challenge, we also identified a company focused on solving additional problems such as computational planning and engineering. We spoke with the principal of a little-known company called Microsurgeonbot, Inc. (doing business as MSB.ai), which is developing a tool for setting up computing jobs for supercomputers.

The company is working to solve major obstacles in accessibility and usability for HPC resources. The company focuses on solving a very important problem in HPC: Supercomputer job set-up and skills gap. Their solution known as "Guru" is poised to make supercomputing much more accessible, especially to engineers in small to medium-sized businesses that do not have the same resources or expertise as large corporate entities.

High Performance Computing (HPC) Market by Component, Infrastructure, Services, Price Band, HPC Applications, Deployment Types, Industry Verticals, and Regions 2020 - 2025 evaluates the HPC market including companies, solutions, use cases, and applications.

Analysis includes HPC by organizational size, software and system type, server type, and price band, and industry verticals. The report also assesses the market for integration of various artificial intelligence technologies in HPC. It also evaluates the exascale-level HPC market including analysis by component, hardware type, service type, and industry vertical.

Target Audience:

  • ICT service providers
  • Governments and NGOs
  • ICT infrastructure providers
  • Data and computing companies
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FEATURED COMPANIES

  • Amazon Web Services Inc.
  • Braket, Inc.
  • Cray
  • Fujitsu Ltd
  • Inspur
  • Lenovo
  • MORE

1 Executive Summary
1.1 Companies in Report
1.2 Target Audience
1.3 Methodology

2 Introduction
2.1 Next Generation Computing
2.2 High Performance Computing
2.2.1 HPC Technology
2.2.1.1 Supercomputers
2.2.1.2 Computer Clustering
2.2.2 Exascale Computation
2.2.2.1 United States
2.2.2.2 China
2.2.2.3 Europe
2.2.2.4 Japan
2.2.2.5 India
2.2.2.6 Taiwan
2.2.3 High Performance Technical Computing
2.2.4 Market Segmentation Considerations
2.2.4.1 Government, NGOs, and Universities
2.2.4.2 Small Companies and Middle Market
2.2.5 Use Cases and Application Areas
2.2.5.1 Computer Aided Engineering
2.2.5.2 Government
2.2.5.3 Financial Services
2.2.5.4 Education and Research
2.2.5.5 Manufacturing
2.2.5.6 Media and Entertainment
2.2.5.7 Electronic Design Automation
2.2.5.8 Bio-Sciences and Healthcare
2.2.5.9 Energy Management and Utilities
2.2.5.10 Earth Science
2.2.6 Regulatory Framework
2.2.7 Value Chain Analysis
2.2.8 AI to Drive HPC Performance and Adoption

3 High Performance Computing Market Analysis and Forecast 2020 - 2025
3.1 Global High Performance Computing Market 2020 - 2025
3.1.1 Total High Performance Computing Market 2020 - 2025
3.1.2 High Performance Computing Market by Component 2020 - 2025
3.1.2.1 High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
3.1.2.1.1 High Performance Computing Market by Server Type 2020 - 2025
3.1.2.2 High Performance Computing Market by Software and System Type 2020 - 2025
3.1.2.3 High Performance Computing Market by Professional Service Type 2020 - 2025
3.1.3 High Performance Computing Market by Deployment Type 2020 - 2025
3.1.4 High Performance Computing Market by Organization Size 2020 - 2025
3.1.5 High Performance Computing Market by Server Price Band 2020 - 2025
3.1.6 High Performance Computing Market by Application Type 2020 - 2025
3.1.6.1 High Performance Technical Computing Market by Industry Vertical 2020 - 2025
3.1.6.2 Critical High Performance Business Computing Market by Industry Vertical 2020 - 2025
3.1.1 High Performance Computing Deployment Options: Supercomputer vs. Clustering 2020 - 2025
3.1.2 High Performance Computing as a Service (HPCaaS) 2020 - 2025
3.1.3 AI Powered High Performance Computing Market
3.1.3.1 AI Powered High Performance Computing Market by Component
3.1.3.2 AI Powered High Performance Computing Market by AI Technology
3.2 Regional High Performance Computing Market 2020 - 2025
3.2.1 High Performance Computing Market by Region 2020 - 2025
3.2.2 North America High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.3 Europe High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.4 APAC High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.5 MEA High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.6 Latin America High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.7 High Performance Computing Market by Top Ten Country
3.3 Exascale Computing Market 2020 - 2025
3.3.1 Exascale Computing Driven HPC Market by Component 2020 - 2025
3.3.2 Exascale Computing Driven HPC Market by Hardware Type 2020 - 2025
3.3.3 Exascale Computing Driven HPC Market by Service Type 2020 - 2025
3.3.4 Exascale Computing Driven HPC Market by Industry Vertical 2020 - 2025
3.3.1 Exascale Computing as a Service 2020 - 2025

4 High Performance Computing Company Analysis
4.1 Advanced Micro Devices Inc.
4.2 Amazon Web Services Inc.
4.3 Atos SE
4.4 Braket, Inc.
4.5 Cisco Systems
4.6 Cray
4.7 DELL Technologies Inc.
4.8 Fujitsu Ltd
4.9 Hewlett Packard Enterprise
4.10 IBM Corporation
4.11 Inspur
4.12 Intel Corporation
4.13 Lenovo
4.14 Microsoft Corporation
4.15 Microsurgeonbot, Inc. (MSB.ai)
4.16 NEC Corporation
4.17 NVIDIA
4.18 Penguin Computing
4.19 Rackspace Inc.
4.20 Sugon

5 Conclusions and Recommendations
5.1 AI to Support Adoption and Usage of HPC
5.2 5G and 6G to Drive Increased Demand for HPC

6 Appendix: Future of Computing
6.1 Quantum Computing
6.1.1 Quantum Computing Technology
6.1.2 Quantum Computing Considerations
6.1.3 Market Challenges and Opportunities
6.1.4 Recent Developments
6.1.5 Quantum Computing Value Chain
6.1.6 Quantum Computing Applications
6.1.7 Competitive Landscape
6.1.8 Government Investment in Quantum Computing
6.1.9 Quantum Computing Stakeholders by Country
6.1 Other Future Computing Technologies
6.1.1 Swarm Computing
6.1.2 Neuromorphic Computing
6.1.3 Biocomputing
6.2 Market Drivers for Future Computing Technologies
6.2.1 Efficient Computation and High Speed Storage
6.2.2 Government and Private Initiatives
6.2.3 Flexible Computing
6.2.4 AI-enabled, High Performance Embedded Devices, Chipsets, and ICs
6.2.5 Cost Effective Computing powered by Pay-as-you-go Model
6.3 Future Computing Market Challenges
6.3.1 Data Security Concerns in Virtualized and Distributed Cloud
6.3.2 Funding Constrains R&D Activities
6.3.3 Lack of Skilled Professionals across the Sector
6.3.4 Absence of Uniformity among NGC Branches including Data Format

Figures

Figure 1: Global High Performance Computing Market 2020 - 2025
Figure 2: Global High Performance Computing Market Yearly Growth 2020 - 2025
Figure 3: Global HPCaaS (HPC as a Service) Market 2020 - 2025
Figure 4: Global AI Powered High Performance Computing Market 2020 - 2025
Figure 5: Global AI Powered High Performance Computing Market Share 2020 - 2025
Figure 6: North America AI Powered High Performance Computing Market 2020 - 2025
Figure 7: Europe AI Powered High Performance Computing Market 2020 - 2025
Figure 8: APAC AI Powered High Performance Computing Market 2020 - 2025
Figure 9: MEA AI Powered High Performance Computing Market 2020 - 2025
Figure 10: Latin America AI Powered High Performance Computing Market 2020 - 2025
Figure 11: High Performance Computing Market Share by Top Ten Country 2020 - 2025
Figure 12: Global Exascale Computing as a Service Market 2020 - 2025
Figure 11: AWS Serverless Architecture
Figure 12: AWS Lambda Work Process
Figure 13: PRIMEFLEX HPC Architecture
Figure 14: Microsoft Azure Serverless Architecture
Figure 15: Hybrid HPC Architecture
Figure 16: Rackspace HPC Cloud Architecture

Tables

Table 1: Global High Performance Computing Market by Component 2020 - 2025
Table 2: Global High Performance Computing Market Share by Component 2020 - 2025
Table 3: Global High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
Table 4: Global High Performance Computing Market Share by Hardware and Infrastructure Type 2020 - 2025
Table 5: Global High Performance Computing Market by Server Type 2020 - 2025
Table 6: Global High Performance Computing Market Share by Server Type 2020 - 2025
Table 7: Global High Performance Computing Market by Software and System Type 2020 - 2025
Table 8: Global High Performance Computing Market Share by Software and System Type 2020 - 2025
Table 9: Global High Performance Computing Market by Professional Service Type 2020 - 2025
Table 10: Global High Performance Computing Market Share by Professional Service Type 2020 - 2025
Table 11: Global High Performance Computing Market by Deployment Type 2020 - 2025
Table 12: Global High Performance Computing Market Share by Deployment Type 2020 - 2025
Table 13: Global High Performance Computing Market by Organization Size 2020 - 2025
Table 14: Global High Performance Computing Market Share by Organization Size 2020 - 2025
Table 15: Global High Performance Computing Market by Server Price Band 2020 - 2025
Table 16: Global High Performance Computing Market Share by Server Price Band 2020 - 2025
Table 17: Global High Performance Computing Market by Application Type 2020 - 2025
Table 18: Global High Performance Computing Market Share by Application Type 2020 - 2025
Table 19: Global High Performance Technical Computing Market by Industry Vertical 2020 - 2025
Table 20: Global High Performance Technical Computing Market Share by Industry Vertical 2020 - 2025
Table 21: Global High Performance Business Computing Market by Industry Vertical 2020 - 2025
Table 22: Global High Performance Business Computing Market Share by Industry Vertical 2020 - 2025
Table 23: Global HPC Deployment - Supercomputer vs. Clustering 2020 - 2025
Table 24: Global HPCaaS Market by Industry Vertical 2020 - 2025
Table 25: Global AI Powered High Performance Computing Market by Component 2020 - 2025
Table 26: Global AI Powered High Performance Computing Market Share by Component 2020 - 2025
Table 27: Global AI Powered High Performance Computing Market by AI Technology 2020 - 2025
Table 28: Global AI Powered High Performance Computing Market Share by AI Technology 2020 - 2025
Table 29: High Performance Computing Market by Region 2020 - 2025
Table 30: High Performance Computing Market Share by Region 2020 - 2025
Table 31: North America High Performance Computing Market by Component 2020 - 2025
Table 32: North America High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
Table 33: North America High Performance Computing Market by Server Type 2020 - 2025
Table 34: North America High Performance Computing Market by Software and System Type 2020 - 2025
Table 35: North America High Performance Computing Market by Professional Service Type 2020 - 2025
Table 36: North America High Performance Computing Market by Deployment Type 2020 - 2025
Table 37: North America High Performance Computing Market by Organization Size 2020 - 2025
Table 38: North America High Performance Computing Market by Server Price Band 2020 - 2025
Table 39: North America High Performance Computing Market by Application Type 2020 - 2025
Table 40: North America High Performance Technical Computing Market by Industry Vertical 2020 - 2025
Table 41: North America High Performance Business Computing Market by Industry Vertical 2020 - 2025
Table 42: North America AI Powered High Performance Computing Market by Component 2020 - 2025
Table 43: North America AI Powered High Performance Computing Market by AI Technology 2020 - 2025
Table 44: North America High Performance Computing Market by Country 2020 - 2025
Table 45: North America High Performance Computing Market Share by Country 2020 - 2025
Table 46: Europe High Performance Computing Market by Component 2020 - 2025
Table 47: Europe High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
Table 48: Europe High Performance Computing Market by Server Type 2020 - 2025
Table 49: Europe High Performance Computing Market by Software and System Type 2020 - 2025
Table 50: Europe High Performance Computing Market by Professional Service Type 2020 - 2025
Table 51: Europe High Performance Computing Market by Deployment Type 2020 - 2025
Table 52: Europe High Performance Computing Market by Organization Size 2020 - 2025
Table 53: Europe High Performance Computing Market by Server Price Band 2020 - 2025
Table 54: Europe High Performance Computing Market by Application Type 2020 - 2025
Table 55: Europe High Performance Technical Computing Market by Industry Vertical 2020 - 2025
Table 56: Europe High Performance Business Computing Market by Industry Vertical 2020 - 2025
Table 57: Europe AI Powered High Performance Computing Market by Component 2020 - 2025
Table 58: Europe AI Powered High Performance Computing Market by AI Technology 2020 - 2025
Table 59: Europe High Performance Computing Market by Country 2020 - 2025
Table 60: Europe High Performance Computing Market Share by Country 2020 - 2025
Table 61: APAC High Performance Computing Market by Component 2020 - 2025
Table 62: APAC High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
Table 63: APAC High Performance Computing Market by Server Type 2020 - 2025
Table 64: APAC High Performance Computing Market by Software and System Type 2020 - 2025
Table 65: APAC High Performance Computing Market by Professional Service Type 2020 - 2025
Table 66: APAC High Performance Computing Market by Deployment Type 2020 - 2025
Table 67: APAC High Performance Computing Market by Organization Size 2020 - 2025
Table 68: APAC High Performance Computing Market by Server Price Band 2020 - 2025
Table 69: APAC High Performance Computing Market by Application Type 2020 - 2025
Table 70: APAC High Performance Technical Computing Market by Industry Vertical 2020 - 2025
Table 71: APAC High Performance Business Computing Market by Industry Vertical 2020 - 2025
Table 72: APAC AI Powered High Performance Computing Market by Component 2020 - 2025
Table 73: APAC AI Powered High Performance Computing Market by AI Technology 2020 - 2025
Table 74: APAC High Performance Computing Market by Country 2020 - 2025
Table 75: APAC High Performance Computing Market Share by Country 2020 - 2025
Table 76: MEA High Performance Computing Market by Component 2020 - 2025
Table 77: MEA High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
Table 78: MEA High Performance Computing Market by Server Type 2020 - 2025
Table 79: MEA High Performance Computing Market by Software and System Type 2020 - 2025
Table 80: MEA High Performance Computing Market by Professional Service Type 2020 - 2025
Table 81: MEA High Performance Computing Market by Deployment Type 2020 - 2025
Table 82: MEA High Performance Computing Market by Organization Size 2020 - 2025
Table 83: MEA High Performance Computing Market by Server Price Band 2020 - 2025
Table 84: MEA High Performance Computing Market by Application Type 2020 - 2025
Table 85: MEA High Performance Technical Computing Market by Industry Vertical 2020 - 2025
Table 86: MEA High Performance Business Computing Market by Industry Vertical 2020 - 2025
Table 87: MEA AI Powered High Performance Computing Market by Component 2020 - 2025
Table 88: MEA AI Powered High Performance Computing Market by AI Technology 2020 - 2025
Table 89: MEA High Performance Computing Market by Country 2020 - 2025
Table 90: MEA High Performance Computing Market Share by Country 2020 - 2025
Table 91: Latin America High Performance Computing Market by Component 2020 - 2025
Table 92: Latin America High Performance Computing Market by Hardware and Infrastructure Type 2020 - 2025
Table 93: Latin America High Performance Computing Market by Server Type 2020 - 2025
Table 94: Latin America High Performance Computing Market by Software and System Type 2020 - 2025
Table 95: Latin America High Performance Computing Market by Professional Service Type 2020 - 2025
Table 96: Latin America High Performance Computing Market by Deployment Type 2020 - 2025
Table 97: Latin America High Performance Computing Market by Organization Size 2020 - 2025
Table 98: Latin America High Performance Computing Market by Server Price Band 2020 - 2025
Table 99: Latin America High Performance Computing Market by Application Type 2020 - 2025
Table 100: Latin America High Performance Technical Computing Market by Industry Vertical 2020 - 2025
Table 101: Latin America High Performance Business Computing Market by Industry Vertical 2020 - 2025
Table 102: Latin America AI Powered High Performance Computing Market by Component 2020 - 2025
Table 103: Latin America AI Powered High Performance Computing Market by AI Technology 2020 - 2025
Table 104: Latin America High Performance Computing Market by Country 2020 - 2025
Table 105: Latin America High Performance Computing Market Share by Country 2020 - 2025
Table 106: High Performance Computing Market by Top Ten Country 2020 - 2025
Table 107: Global Exascale Computing Driven HPC Market by Component 2020 - 2025
Table 108: Global Exascale Computing Driven HPC Market by Hardware Type 2020 - 2025
Table 109: Global Exascale Computing Driven HPC Market by Service Type 2020 - 2025
Table 110: Global Exascale Computing Driven HPC Market by Industry Vertical 2020 - 2025
Table 111: Global Exascale as a Service Market by Industry Vertical 2020 - 2025

Note: Product cover images may vary from those shown
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  • Advanced Micro Devices Inc.
  • Amazon Web Services Inc.
  • Atos SE
  • Braket, Inc.
  • Cisco Systems
  • Cray
  • DELL Technologies Inc.
  • Fujitsu Ltd
  • Hewlett Packard Enterprise
  • IBM Corporation
  • Inspur
  • Intel Corporation
  • Lenovo
  • Microsoft Corporation
  • Microsurgeonbot, Inc. (MSB.ai)
  • NEC Corporation
  • NVIDIA
  • Penguin Computing
  • Rackspace Inc.
  • Sugon
Note: Product cover images may vary from those shown
5 of 4

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