High Performance Computing Market Size, Share & Trends Report

High Performance Computing Market Size, Share & Trends Analysis Report By Component (Servers, Storage, Networking Devices), By Deployment (On-premise, Cloud), By End-use, By Region, And Segment Forecasts, 2023 - 2030

  • Report ID: GVR-2-68038-492-5
  • Number of Pages: 100
  • Format: Electronic (PDF)
  • Historical Range: 2018 - 2021
  • Industry: Technology

Research Methodology

A three-pronged approach was followed for deducing the high performance computing market estimates and forecasts. The process has three steps: information procurement, analysis, and validation. The whole process is cyclical, and steps repeat until the estimates are validated. The three steps are explained in detail below:

Information procurement: Information procurement is one of the most extensive and important stages in our research process, and quality data is critical for accurate analysis. We followed a multi-channel data collection process for high performance computing market to gather the most reliable and current information possible.

  • We buy access to paid databases such as Hoover’s and Factiva for company financials, industry information, white papers, industry journals, SME journals, and more.
  • We tap into Grand View’s proprietary database of data points and insights from active and archived monitoring and reporting.
  • We conduct primary research with industry experts through questionnaires and one-on-one phone interviews.
  • We pull from reliable secondary sources such as white papers and government statistics, published by organizations like WHO, NGOs, World Bank, etc., Key Opinion Leaders (KoL) publications, company filings, investor documents, and more.
  • We purchase and review investor analyst reports, broker reports, academic commentary, government quotes, and wealth management publications for insightful third-party perspectives.

Analysis: We mine the data collected to establish baselines for forecasting, identify trends and opportunities, gain insight into consumer demographics and drivers, and so much more. We utilized different methods of high performance computing market data depending on the type of information we’re trying to uncover in our research.

  • Market Research Efforts: Bottom-up Approach for estimating and forecasting demand size and opportunity, top-down Approach for new product forecasting and penetration, and combined approach of both Bottom-up and Top-down for full coverage analysis.

  • Value-Chain-Based Sizing & Forecasting: Supply-side estimates for understanding potential revenue through competitive benchmarking, forecasting, and penetration modeling.

  • Demand-side estimates for identifying parent and ancillary markets, segment modeling, and heuristic forecasting.

  • Qualitative Functional Deployment (QFD) Modelling for market share assessment.

Market formulation and validation: We mine the data collected to establish baselines for forecasting, identify trends and opportunities, gain insight into consumer demographics and drivers, and so much more. We utilize different methods of data analysis depending on the type of information we’re trying to uncover in our research.

  • Market Formulation: This step involves the finalization of market numbers. This step on an internal level is designed to manage outputs from the Data Analysis step.

  • Data Normalization: The final market estimates and forecasts are then aligned and sent to industry experts, in-panel quality control managers for validation.

  • This step also entails the finalization of the report scope and data representation pattern.

  • Validation: The process entails multiple levels of validation. All these steps run in parallel, and the study is forwarded for publishing only if all three levels render validated results.

High Performance Computing Market Categorization:

The high performance computing market was categorized into four segments, namely component (Servers, Storage, Networking Devices, Software, Services, Cloud), deployment (On-Premise, Cloud), end-use (Banking, Financial Services, and Insurance, Gaming, Media & Entertainment, Retail, Transportation, Government & Defense, Education & Research, Manufacturing, Healthcare & Bioscience), and regions (North America, Europe, Asia Pacific, Latin America, Middle East & Africa).

Segment Market Methodology:

The high performance computing market was segmented into product, protocols, application, and regions. The demand at a segment level was deduced using a funnel method. Concepts like the TAM, SAM, SOM, etc., were put into practice to understand the demand. We at GVR deploy three methods to deduce market estimates and determine forecasts. These methods are explained below:

Market research approaches: Bottom-up

  • Demand estimation of each product across countries/regions summed up to from the total market.

  • Variable analysis for demand forecast.

  • Demand estimation via analyzing paid database, and company financials either via annual reports or paid database.

  • Primary interviews for data revalidation and insight collection.

Market research approaches: Top-down

  • Used extensively for new product forecasting or analyzing penetration levels.

  • Tool used invoice product flow and penetration models Use of regression multi-variant analysis for forecasting Involves extensive use of paid and public databases.

  • Primary interviews and vendor-based primary research for variable impact analysis.

Market research approaches: Combined

  • This is the most common method. We apply concepts from both the top-down and bottom-up approaches to arrive at a viable conclusion.

Regional Market Methodology:

The high performance computing market was analyzed at a regional level. The globe was divided into North America, Europe, Asia Pacific, Latin America, and Middle East & Africa, keeping in focus variables like consumption patterns, export-import regulations, consumer expectations, etc. These regions were further divided into nineteen countries, namely, the U.S.; Canada; the UK.; Germany; France; Italy; Spain; China; India; Japan; Singapore; Australia; South Korea; Brazil; Mexico; Argentina; UAE; Saudi Arabia; and South Africa

All three above-mentioned market research methodologies were applied to arrive at regional-level conclusions. The regions were then summed up to form the global market.

High performance computing market companies & financials:

The high performance computing market was analyzed via companies operating in the sector. Analyzing these companies and cross-referencing them to the demand equation helped us validate our assumptions and conclusions. Key market players analyzed include:

  • Atos SE - Atos SE, a European digital solutions provider, serves various industries such as aerospace, automotive, banking, defense, healthcare, insurance, media, retail, transport, and hospitality. With expertise in multiple solutions, including application transformation & management, automation & robotics, cybersecurity, digital customer experience, and digital payments, Atos offers key products such as artificial intelligence systems, high-performance computing systems, integrated systems, enterprise servers, and quantum learning machines. The company operates through three business divisions: Infrastructure & Data Management, Business & Platform Solutions, and Big data & Cybersecurity. Most of Atos' revenue comes from the Infrastructure & Data Management segment, which accounted for over 50% of the company's total revenue in 2020. Atos operates under three brands: Atos, Atos Syntel, and Unify. Over the years, Atos SE has formed partnerships with leading technology companies, including Google LLC, Microsoft, Amazon Web Services, Inc., Dell EMC, VMware, Pivotal, SAP SE, Oracle, Hitachi Data Systems, IBM, ServiceNow, and Newgen Software. With a focus on digital transformation, Atos specializes in helping businesses across 73 countries worldwide. The company has a strong presence in North America, Europe, Asia Pacific, South America, and the Middle East & Africa. Atos SE is listed on CAC40, the primary index of the Paris Stock Exchange.

     

  • Advanced Micro Devices, Inc. -  Advanced Micro Devices, Inc. is a company that specializes in the design and development of various semiconductor components for desktops, laptops, workstations, and servers, among other devices. Their product portfolio includes x86 microprocessors, chipsets, and graphics processing units (GPUs). Advanced Micro Devices, Inc. operates through two distinct business segments: the Computing and Graphics segment and the Enterprise, Embedded, and Semi-Custom segment. The company primarily focuses on generating most of its revenue from the Computing and Graphics segment, accounting for approximately 65% of its revenue share in 2019 and 2020. Advanced Micro Devices, Inc. is publicly listed on the NASDAQ stock exchange under the ticker symbol NASDAQ: AMD. The company significantly emphasizes investing in research and development (R&D) activities. In 2020, they allocated USD 1,983 million towards R&D, a notable increase from the USD 1,547 million invested in 2019. The United States and China serve as the primary sources of revenue for the company, collectively contributing to almost 47.4% of its overall revenue in 2020.

     

  • Hewlett Packard Enterprise Development LP - Hewlett Packard Enterprise Development LP is involved in the development of solutions that facilitate digital transformation for various organizations. Their product portfolio encompasses servers, storage systems, software solutions, routers, switches, and wireless devices. These products find applications in sectors such as finance, healthcare, manufacturing, and government. The company operates in seven business segments, namely Compute, High-Performance Compute and Mission Critical Systems ("HPC & MCS"), Storage, Advisory and Professional Services ("A & PS"), Intelligent Edge, Financial Services ("FS"), and Corporate Investments. In 2019, the majority of the company's revenue was generated from its Hybrid IT segment, accounting for 78.3% of the total revenue. However, starting in 2020, the company replaced the Hybrid IT reporting segment with four new reporting segments: Compute, High-Performance Compute & Mission-Critical Systems, Storage, and Advisory and Professional Services. Hewlett Packard Enterprise Development LP is listed on the New York Stock Exchange as NYSE: HPE. The company operates in several countries, including the U.S., Canada, Brazil, Argentina, Chile, the U.K., France, Germany, Italy, Spain, China, India, Japan, and Australia. Furthermore, the company places significant emphasis on investing in research and development. For example, in 2020, their R&D expenses amounted to USD 1,874.0 million, compared to USD 1,842.0 billion in 2019.

     

  • Cisco Systems, Inc. - Cisco Systems, Inc. is a renowned company that specializes in the design, manufacturing, and sale of telecommunication equipment, networking hardware, and various high-technology products and services. Operating across multiple business segments, including Next-Generation Network (NGN), routing, switching, collaboration, wireless, data center, service provider video, security, and other products, Cisco offers a diverse range of solutions. Their key product offerings encompass hyper-converged infrastructure, routers, switches, networking software, and infrastructure software. Cisco provides advisory, implementation, training, optimization, management, and technical services to support businesses in making critical decisions further. Moreover, the company offers integrated solutions that cover various domains, including data centers, span networks, cloud computing, mobility, collaboration, security, Internet of Things (IoT), and analytics. Cisco Systems, Inc. caters to various industries, including hospitality, retail, sports & entertainment, insurance, financial markets, retail banking, automotive, energy, manufacturing, utilities, and consumer packaged goods. With a global presence, the company operates in the Americas, Europe, the Middle East & Africa, and the Asia Pacific region. In the competitive landscape, Cisco faces rivals such as Alcatel-Lucent, HP, and Juniper Networks. As a publicly traded company, Cisco is listed on the NASDAQ stock exchange under the ticker symbol NASDAQ: CSCO. In terms of research and development (R&D) investments, Cisco allocated USD 6.33 billion, USD 6.57 billion, and USD 6.34 billion for R&D activities in 2018, 2019, and 2020, respectively. 

     

  • Dell Technologies Inc. - Dell Technologies Inc. is primarily involved in the development and distribution of computers and related products and solutions. The company is recognized as a leading innovator in cloud-native infrastructure technology. Its extensive product portfolio encompasses laptops, monitors, servers, and data protection solutions. Dell Technologies Inc. serves various industries: education, energy, financial services, healthcare, manufacturing, retail, media and entertainment, and telecommunications. Its products are utilized by original equipment manufacturers, federal government agencies, state government agencies, and local government bodies. The company operates through three distinct business units: Client Solutions Group (CSG), Infrastructure Solutions Group (ISG), and VMware. The CSG business unit offers a comprehensive range of products, including tablets, desktops, notebooks, peripherals, printers, monitors, projectors, and desktop PCs. Additionally, Dell Technologies Inc. provides various services such as deployment, training & certification, support, and asset resale & recycling. The company is publicly traded on the New York Stock Exchange under the ticker symbol NYSE: DELL. With a global presence spanning the Americas, Asia, Europe, the Middle East, and Africa, Dell Technologies Inc. distributes its products through multiple channels, including retailers, wholesalers, and e-commerce websites. The company places significant emphasis on research and development, which is evident from its substantial investment of USD 5,275 million in R&D activities in 2020, compared to USD 4,992 million in 2019.

     

  • FUJITSU - FUJITSU, a renowned Japanese manufacturer and seller of a wide range of technology products and solutions, operates globally in over 100 countries. The company's extensive product portfolio includes computing devices, integrated systems, storage solutions, HVAC solutions, and network switches. FUJITSU distributes its products through reputable partners such as Westcon-Comstor, Synnex Corporation, Arrow Electronics, Inc., and Ingram Micro, Inc. The company operates through three distinct business segments: Technology Solutions, Device Solutions, and Ubiquitous Solutions. FUJITSU offers a diverse range of software, system products (including servers and storage systems), and network products within the Technology Solutions segment. This segment contributes significantly to the company's overall revenue, accounting for approximately 82% in 2019 and 79% in 2018. Listed on the Tokyo Stock Exchange as TYO: 6702, FUJITSU primarily generates its revenue from its home country, Japan, which accounted for 78% of the company's total revenue in 2019. However, its global presence extends to countries such as China, India, Russia, the UK, Germany, France, Italy, Poland, the U.S., Canada, Brazil, and Costa Rica. FUJITSU's commitment to technological innovation and extensive product offerings have solidified its position as a leading player in the global technology market.

     

  • Intel Corporation - Intel Corporation is a renowned company specializing in designing, manufacturing, and selling a wide range of processors, memory and storage devices, wireless products, networking products, power solutions, and chipsets. These products find applications in various sectors, such as automotive, communication, finance, education, gaming, healthcare, and retail. Intel Corporation distributes its products through third-party distributors, including Arrow Electronics Inc., ASI Corporation, Digi-Key, Mouser Electronics, and Ingram Micro INC. The company operates through seven distinct business segments: Internet of Things Group, Data Center Group, Non-Volatile Memory Solutions Group, Mobileye, Programmable Solutions Group, Client Computing Group, and All other segments. The majority of Intel Corporation's revenue is generated by the Client Computing Group segment, which accounted for 51.4% of the company's total revenue in 2020. Intel Corporation is publicly traded on the NASDAQ stock exchange under the ticker symbol NASDAQ: INTC. Additionally, the company places significant emphasis on research and development activities to meet the evolving technological needs of its customers. In 2020 alone, Intel Corporation invested USD 13,556 million in its R&D endeavors.

     

  • IBM - IBM offers a range of digital solutions to businesses worldwide. These solutions encompass automation, blockchain, cloud, and the Internet of Things (IoT) platform. The company serves various industries, including electronics, automotive, aerospace & defense, healthcare, and life sciences. Watson Marketing, an AI-powered digital marketing platform, falls under IBM's marketing solutions. IBM operates through five business segments: Global Business Services, Cloud & Cognitive Software, Systems, Global Technology Services, and Global Financing. Its service portfolio includes business process & operations, cloud services, digital workplace services, technology support services, business resilience services, network services, application services, and security services. IBM has a strong presence in the Asia Pacific, the Americas, Europe, the Middle East, and Africa. In 2020, the company invested USD 6,333 million in research, development, and engineering activities, compared to USD 5,989 million in 2019. Additionally, IBM received 9,262 U.S. patents in 2019, covering advanced Artificial Intelligence (AI), quantum computing, cloud computing, cybersecurity, blockchain, and other technologies.

Value chain-based sizing & forecasting

Supply Side Estimates

  • Company revenue estimation via referring to annual reports, investor presentations, and Hoover’s.

  • Segment revenue determination via variable analysis and penetration modeling.

  • Competitive benchmarking to identify market leaders and their collective revenue shares.

  • Forecasting via analyzing commercialization rates, pipelines, market initiatives, distribution networks, etc.

Demand side estimates

  • Identifying parent markets and ancillary markets

  • Segment penetration analysis to obtain pertinent

  • revenue/volume

  • Heuristic forecasting with the help of subject matter experts

  • Forecasting via variable analysis

High Performance Computing Market Report Objectives:

  • Understanding market dynamics (in terms of drivers, restraints, & opportunities) in the countries.

  • Understanding trends & variables in the individual countries & their impact on growth and using analytical tools to provide high-level insights into the market dynamics and the associated growth pattern.

  • Understanding market estimates and forecasts (with the base year as 2022, historic information from 2018 to 2021, and forecast from 2023 to 2030). Regional estimates & forecasts for each category are available and are summed up to form the global market estimates.

High Performance Computing Market Report Assumptions:

  • The report provides market value for the base year 2022 and a yearly forecast till 2030 in terms of revenue/volume or both. The market for each of the segment outlooks has been provided on region & country basis for the above-mentioned forecast period.

  • The key industry dynamics, major technological trends, and application markets are evaluated to understand their impact on the demand for the forecast period. The growth rates were estimated using correlation, regression, and time-series analysis.

  • We have used the bottom-up approach for market sizing, analyzing key regional markets, dynamics, & trends for various products and end-users. The total market has been estimated by integrating the country markets.

  • All market estimates and forecasts have been validated through primary interviews with the key industry participants.

  • Inflation has not been accounted for to estimate and forecast the market.

  • Numbers may not add up due to rounding off.

  • Europe consists of EU-8, Central & Eastern Europe, along with the Commonwealth of Independent States (CIS).

  • Asia Pacific includes South Asia, East Asia, Southeast Asia, and Oceania (Australia & New Zealand).

  • Latin America includes Central American countries and the South American continent

  • Middle East includes Western Asia (as assigned by the UN Statistics Division) and the African continent.

Primary Research

GVR strives to procure the latest and unique information for reports directly from industry experts, which gives it a competitive edge. Quality is of utmost importance to us, therefore every year we focus on increasing our experts’ panel. Primary interviews are one of the critical steps in identifying recent market trends and scenarios. This process enables us to justify and validate our market estimates and forecasts to our clients. With more than 8,000 reports in our database, we have connected with some key opinion leaders across various domains, including healthcare, technology, consumer goods, and the chemical sector. Our process starts with identifying the right platform for a particular type of report, i.e., emails, LinkedIn, seminars, or telephonic conversation, as every report is unique and requires a differentiated approach.

We send out questionnaires to different experts from various regions/ countries, which is dependent on the following factors:

  • Report/Market scope: If the market study is global, we send questionnaires to industry experts across various regions, including North America, Europe, Asia Pacific, Latin America, and MEA.

  • Market Penetration: If the market is driven by technological advancements, population density, disease prevalence, or other factors, we identify experts and send out questionnaires based on region or country dominance.

The time to start receiving responses from industry experts varies based on how niche or well-penetrated the market is. Our reports include a detailed chapter on the KoL opinion section, which helps our clients understand the perspective of experts already in the market space.

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