High Performance Computing (HPC) Market Analysis APAC, North America, Europe, South America, Middle East and Africa - US, China, Japan, Germany, France - Size and Forecast 2023-2027

Published: Oct 2023 Pages: 181 SKU: IRTNTR73230

High Performance Computing (HPC) Market Report Forecast 2023-2027

The High Performance Computing (HPC) Market size is forecasted to be USD 57.28 billion in 2027, at a CAGR of 7.1%. The growth of the market depends on several factors, including the increasing utilization of big data analytics, the high demand from the government sector owing to national security concerns, and the development of smart cities using supercomputers.

Analysis Period 2017- 2027
Market Size (2017) Historic Year USD 30.84 billion
Market Size (2027) - Forecasted Year USD 57.28 billion
Historic Opportunity (2017- 2021) USD 7.35 billion
Historic CAGR 5.49%
Forecasted Opportunity (2023-2027) USD 16.62 billion
Market Opportunity Transformation Growth 86%
Market Opportunity Capitalization USD 23.98 billion

 

This industry report extensively covers market segmentation Components, Deployment Type, and Geography. The market sizes and forecasts are provided in terms of value (USD billion) for all the above segments.

What will be the Size of the High Performance Computing Market During the Forecast Period?

The high performance computing market share shows accelerating growth during the forecast period.

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Key Drivers, Trends and Challenges

 Our researchers analyzed the data with 2022 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

Market Driver

Increasing utilization of big data analytics is the key factor driving the growth of the market growth.

The advent of big data analytics has led to significant growth in clustered supercomputers. The increasing cross-industry application of big data analytics is accelerating the adoption of supercomputers. Big data requires computing systems capable of handling data-intensive workloads. Organizations want to shift their focus beyond data management to deriving value from data that enables faster and more informed decision-making. There is an increasing trend to gain insights from big data. This will require a better computing infrastructure. 

With their ample storage and high processing capabilities, supercomputers are ideal for processing large volumes of data available in the market. The growth of high-performance data analysis using cluster supercomputers is mainly driven by the need to achieve advanced analytics in real-time. Many companies are likely to adopt this strategy to improve their decision-making capabilities and market competitiveness. Such factors are expected to drive the growth of the global market during the forecast period.

Market Trends and Analysis

The growing use of the cloud is the primary market trends.

One of the main drivers of this trend is the increasing availability and affordability of cloud computing services, especially from large providers such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform. These providers offer a variety of high-performance virtual machines and storage solutions. Another factor driving the growth of cloud-based HPC is the growing demand for compute-intensive workloads in various industries such as research, engineering and finance. With cloud-based HPC, organizations can quickly and easily scale computing resources to meet these demands without having to build and maintain their own HPC infrastructure.

Additionally, cloud-based can offer increased flexibility and agility, as well as improved collaboration and data-sharing capabilities. This can be particularly beneficial for research organizations and other groups that require large-scale computing resources but may not have the resources or expertise to build and manage their own cloud infrastructure. Such factors are expected to drive the growth of the computing market growth and trends during the forecast period.

Market Challenge

The short lifecycle of supercomputers is a major challenge to the growth of the global market.

Supercomputers don't have a very long lifespan. It has a shorter lifespan than your average electronic product,  such as a personal computer. Industry experts opine that this happens because supercomputers are built with cutting-edge technology to achieve high processing speeds and computational power.  Also, supercomputers have a lifespan of about three years, after which they need to be upgraded. Factors such as heat generation and power consumption that reduce component life make supercomputers very expensive. 

Thus, it is not wise to keep a supercomputer system operational for a long time. Instead, a company can easily opt for a new system, which will have the latest hardware and other upgraded components. Therefore, the short lifespan of supercomputers may be a significant factor hindering the adoption of such systems, which, in turn, is expected to hinder the growth of the global market during the forecast period.

HPC Market Segments

The market share growth by the server segment will be significant during the forecast period. The server industry is split into four segments, namely supercomputers, divisional systems, departmental systems, and workgroup systems. The major reason for the growth of the server segment is the substantial growth of the global supercomputer market.

The server segment was valued at USD 14.81 billion in 2017.

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The major reason for the growth of the segment is the growing interest in divisional servers. The main reason for the growth of divisional servers is the growing interest in cluster computing. Clusters and largescale clusters are prominently used in divisional systems due to their features, such as lower initial cost, fast processing speeds, and several others. As a result, It can be used by departments within the enterprise, leading to lower overall costs. Such factors are expected to drive the growth of the server segment, which in turn is expected to drive the growth of the computing market during the forecast period.  

HPC Regional Insight

APAC is estimated to contribute 46% to the growth of the global market during the forecast period.

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Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. The regional market is primarily driven by technology-oriented countries such as China, Japan, and South Korea. The Chinese government has made a concerted effort to support supercomputing and boost advances in all fields, from life science research to manufacturing designs for its companies based out of China.

Moreover, countries such as India, Taiwan, Singapore, and other emerging nations in the region are gaining ground in this market.  For instance, India currently has 15 supercomputing systems. The country uses these systems for various applications such as weather forecasting and earthquake analysis. Some government agencies in the region are also focusing on developing supercomputers. Government initiatives are likely to lead to the development of new supercomputers that will impact the regional market growth during the forecast period. 

Who are the Major  Market Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

Advanced Micro Devices Inc.: The company offers solutions with AMD EPYC processors, AMD 3D VCache technology, and AMD Instinct MI200 series accelerators.

The report also includes detailed analyses of the competitive landscape of the market and information about 15 market companies, including:

  • Amazon.com Inc.
  • Atos SE
  • Cisco Systems Inc.
  • Dassault Systemes SE
  • Fujitsu Ltd.
  • Hewlett Packard Enterprise Co.
  • Intel Corp.
  • International Business Machines Corp.
  • Landsea Group Co. Ltd.
  • Lenovo Group Ltd.
  • Microsoft Corp.
  • NEC Corp.
  • NetApp Inc.
  • Oracle Corp.
  • Dell Technologies Inc.

Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

Market Customer Landscape

The Market forecasting research report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the market research and growth report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth and forecasting strategies.

Global High-Performance Computing (HPC) Market Customer Landscape

Market Growth Analysis

  1. The fusion of Artificial Intelligence (AI) and Electronic Design Automation (EDA) is reshaping industries. HPC solutions from diverse hardware providers empower sectors like discrete manufacturing, healthcare, and automotive with enhanced capabilities.
  2. In healthcare, the integration of robotics and HPC enables sophisticated applications, while the automotive industry benefits from HPC-driven advancements in autonomous vehicles and connected vehicle technologies. Physical simulation, optimization, and Machine Learning (ML) play crucial roles in areas such as financial modeling, life science simulation, and Electric Vehicles (EVs).
  3. The HPC software market addresses challenges, including data breaching risks and the need for robust solutions across various end-user sectors like Defense, BFSIs, and Healthcare. As edge computing capabilities expand, the HPC landscape continues to evolve, facilitating innovation and breakthroughs in bioscience and beyond.

Segment Overview

The market report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • Component Outlook (USD billion, 2017 - 2027)
    • Server
    • Storage
    • Application
    • Services
    • Middleware
  • Deployment Outlook (USD billion, 2017 - 2027)
    • On-premise
    • Cloud
  • Region Outlook (USD billion, 2017 - 2027)
    • North America
      • The U.S.
      • Canada
    • Europe
      • U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

 

High-Performance Computing (HPC) Market Scope

Report Coverage

Details

Page number

181

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 7.1%

Market growth 2023-2027

USD 16.62 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

6.65

Regional analysis

APAC, North America, Europe, South America, and Middle East and Africa

Performing market contribution

APAC at 46%

Key countries

US, China, Japan, Germany, and France

Competitive landscape

 Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

Advanced Micro Devices Inc., Alphabet Inc., Amazon.com Inc., Atos SE, Cisco Systems Inc., Dassault Systemes SE, DataDirect Networks Inc., Fujitsu Ltd., Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Landsea Group Co. Ltd., Lenovo Group Ltd., Microsoft Corp., NEC Corp., NetApp Inc., NVIDIA Corp., Oracle Corp., Super Micro Computer Inc., and Dell Technologies Inc.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for forecast period.

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this High Performance Computing (HPC) Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the market between 2023 and 2027
  • Precise estimation of the  market size and its contribution of the market in focus to the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market across APAC, North America, Europe, South America, and Middle East and Africa
  • Thorough analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive analysis of factors that will challenge the growth of  market companies

We can help! Our analysts can customize this market research report to meet your requirements. Get in touch

1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Component
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Deployment
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global High Performance Computing (HPC) market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global High Performance Computing (HPC) market 2017 - 2021 ($ billion)
    • 4.2 Component Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Component Segment 2017 - 2021 ($ billion)
    • 4.3 Deployment Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Deployment Segment 2017 - 2021 ($ billion)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ billion)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ billion)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by Component

    • 6.1 Market segments
      • Exhibit 30: Chart on Component - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Component - Market share 2022-2027 (%)
    • 6.2 Comparison by Component
      • Exhibit 32: Chart on Comparison by Component
      • Exhibit 33: Data Table on Comparison by Component
    • 6.3 Server - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Server - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 35: Data Table on Server - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 36: Chart on Server - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Server - Year-over-year growth 2022-2027 (%)
    • 6.4 Storage - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Storage - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 39: Data Table on Storage - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 40: Chart on Storage - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Storage - Year-over-year growth 2022-2027 (%)
    • 6.5 Application - Market size and forecast 2022-2027
      • Exhibit 42: Chart on Application - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 43: Data Table on Application - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 44: Chart on Application - Year-over-year growth 2022-2027 (%)
      • Exhibit 45: Data Table on Application - Year-over-year growth 2022-2027 (%)
    • 6.6 Services - Market size and forecast 2022-2027
      • Exhibit 46: Chart on Services - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 47: Data Table on Services - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 48: Chart on Services - Year-over-year growth 2022-2027 (%)
      • Exhibit 49: Data Table on Services - Year-over-year growth 2022-2027 (%)
    • 6.7 Middleware - Market size and forecast 2022-2027
      • Exhibit 50: Chart on Middleware - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 51: Data Table on Middleware - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 52: Chart on Middleware - Year-over-year growth 2022-2027 (%)
      • Exhibit 53: Data Table on Middleware - Year-over-year growth 2022-2027 (%)
    • 6.8 Market opportunity by Component
      • Exhibit 54: Market opportunity by Component ($ billion)
      • Exhibit 55: Data Table on Market opportunity by Component ($ billion)

    7 Market Segmentation by Deployment

    • 7.1 Market segments
      • Exhibit 56: Chart on Deployment - Market share 2022-2027 (%)
      • Exhibit 57: Data Table on Deployment - Market share 2022-2027 (%)
    • 7.2 Comparison by Deployment
      • Exhibit 58: Chart on Comparison by Deployment
      • Exhibit 59: Data Table on Comparison by Deployment
    • 7.3 On-premise - Market size and forecast 2022-2027
      • Exhibit 60: Chart on On-premise - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 61: Data Table on On-premise - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 62: Chart on On-premise - Year-over-year growth 2022-2027 (%)
      • Exhibit 63: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
    • 7.4 Cloud - Market size and forecast 2022-2027
      • Exhibit 64: Chart on Cloud - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 65: Data Table on Cloud - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 66: Chart on Cloud - Year-over-year growth 2022-2027 (%)
      • Exhibit 67: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Deployment
      • Exhibit 68: Market opportunity by Deployment ($ billion)
      • Exhibit 69: Data Table on Market opportunity by Deployment ($ billion)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 71: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 72: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 73: Chart on Geographic comparison
      • Exhibit 74: Data Table on Geographic comparison
    • 9.3 APAC - Market size and forecast 2022-2027
      • Exhibit 75: Chart on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 76: Data Table on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 77: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.4 North America - Market size and forecast 2022-2027
      • Exhibit 79: Chart on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 80: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 81: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.5 Europe - Market size and forecast 2022-2027
      • Exhibit 83: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 84: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 85: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 87: Chart on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 88: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 89: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 91: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 92: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 93: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 China - Market size and forecast 2022-2027
      • Exhibit 95: Chart on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 96: Data Table on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 97: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.9 US - Market size and forecast 2022-2027
      • Exhibit 99: Chart on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 100: Data Table on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 101: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.10 Japan - Market size and forecast 2022-2027
      • Exhibit 103: Chart on Japan - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 104: Data Table on Japan - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 105: Chart on Japan - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on Japan - Year-over-year growth 2022-2027 (%)
    • 9.11 Germany - Market size and forecast 2022-2027
      • Exhibit 107: Chart on Germany - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 108: Data Table on Germany - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 109: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 110: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.12 France - Market size and forecast 2022-2027
      • Exhibit 111: Chart on France - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 112: Data Table on France - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 113: Chart on France - Year-over-year growth 2022-2027 (%)
      • Exhibit 114: Data Table on France - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 115: Market opportunity by geography ($ billion)
      • Exhibit 116: Data Tables on Market opportunity by geography ($ billion)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 117: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 119: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 120: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 121: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 122: Matrix on vendor position and classification
            • 12.3 Advanced Micro Devices Inc.
              • Exhibit 123: Advanced Micro Devices Inc. - Overview
              • Exhibit 124: Advanced Micro Devices Inc. - Business segments
              • Exhibit 125: Advanced Micro Devices Inc. - Key news
              • Exhibit 126: Advanced Micro Devices Inc. - Key offerings
              • Exhibit 127: Advanced Micro Devices Inc. - Segment focus
            • 12.4 Amazon.com Inc.
              • Exhibit 128: Amazon.com Inc. - Overview
              • Exhibit 129: Amazon.com Inc. - Business segments
              • Exhibit 130: Amazon.com Inc. - Key news
              • Exhibit 131: Amazon.com Inc. - Key offerings
              • Exhibit 132: Amazon.com Inc. - Segment focus
            • 12.5 Atos SE
              • Exhibit 133: Atos SE - Overview
              • Exhibit 134: Atos SE - Business segments
              • Exhibit 135: Atos SE - Key news
              • Exhibit 136: Atos SE - Key offerings
              • Exhibit 137: Atos SE - Segment focus
            • 12.6 Cisco Systems Inc.
              • Exhibit 138: Cisco Systems Inc. - Overview
              • Exhibit 139: Cisco Systems Inc. - Business segments
              • Exhibit 140: Cisco Systems Inc. - Key news
              • Exhibit 141: Cisco Systems Inc. - Key offerings
              • Exhibit 142: Cisco Systems Inc. - Segment focus
            • 12.7 Dassault Systemes SE
              • Exhibit 143: Dassault Systemes SE - Overview
              • Exhibit 144: Dassault Systemes SE - Product / Service
              • Exhibit 145: Dassault Systemes SE - Key news
              • Exhibit 146: Dassault Systemes SE - Key offerings
            • 12.8 Dell Technologies Inc.
              • Exhibit 147: Dell Technologies Inc. - Overview
              • Exhibit 148: Dell Technologies Inc. - Business segments
              • Exhibit 149: Dell Technologies Inc. - Key offerings
              • Exhibit 150: Dell Technologies Inc. - Segment focus
            • 12.9 Fujitsu Ltd.
              • Exhibit 151: Fujitsu Ltd. - Overview
              • Exhibit 152: Fujitsu Ltd. - Business segments
              • Exhibit 153: Fujitsu Ltd. - Key news
              • Exhibit 154: Fujitsu Ltd. - Key offerings
              • Exhibit 155: Fujitsu Ltd. - Segment focus
            • 12.10 Hewlett Packard Enterprise Co.
              • Exhibit 156: Hewlett Packard Enterprise Co. - Overview
              • Exhibit 157: Hewlett Packard Enterprise Co. - Business segments
              • Exhibit 158: Hewlett Packard Enterprise Co. - Key news
              • Exhibit 159: Hewlett Packard Enterprise Co. - Key offerings
              • Exhibit 160: Hewlett Packard Enterprise Co. - Segment focus
            • 12.11 Intel Corp.
              • Exhibit 161: Intel Corp. - Overview
              • Exhibit 162: Intel Corp. - Business segments
              • Exhibit 163: Intel Corp. - Key news
              • Exhibit 164: Intel Corp. - Key offerings
              • Exhibit 165: Intel Corp. - Segment focus
            • 12.12 International Business Machines Corp.
              • Exhibit 166: International Business Machines Corp. - Overview
              • Exhibit 167: International Business Machines Corp. - Business segments
              • Exhibit 168: International Business Machines Corp. - Key news
              • Exhibit 169: International Business Machines Corp. - Key offerings
              • Exhibit 170: International Business Machines Corp. - Segment focus
            • 12.13 Landsea Group Co. Ltd.
              • Exhibit 171: Landsea Group Co. Ltd. - Overview
              • Exhibit 172: Landsea Group Co. Ltd. - Product / Service
              • Exhibit 173: Landsea Group Co. Ltd. - Key offerings
            • 12.14 Lenovo Group Ltd.
              • Exhibit 174: Lenovo Group Ltd. - Overview
              • Exhibit 175: Lenovo Group Ltd. - Business segments
              • Exhibit 176: Lenovo Group Ltd. - Key offerings
              • Exhibit 177: Lenovo Group Ltd. - Segment focus
            • 12.15 Microsoft Corp.
              • Exhibit 178: Microsoft Corp. - Overview
              • Exhibit 179: Microsoft Corp. - Business segments
              • Exhibit 180: Microsoft Corp. - Key news
              • Exhibit 181: Microsoft Corp. - Key offerings
              • Exhibit 182: Microsoft Corp. - Segment focus
            • 12.16 NEC Corp.
              • Exhibit 183: NEC Corp. - Overview
              • Exhibit 184: NEC Corp. - Business segments
              • Exhibit 185: NEC Corp. - Key news
              • Exhibit 186: NEC Corp. - Key offerings
              • Exhibit 187: NEC Corp. - Segment focus
            • 12.17 NVIDIA Corp.
              • Exhibit 188: NVIDIA Corp. - Overview
              • Exhibit 189: NVIDIA Corp. - Business segments
              • Exhibit 190: NVIDIA Corp. - Key news
              • Exhibit 191: NVIDIA Corp. - Key offerings
              • Exhibit 192: NVIDIA Corp. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 193: Inclusions checklist
                • Exhibit 194: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 195: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 196: Research methodology
                • Exhibit 197: Validation techniques employed for market sizing
                • Exhibit 198: Information sources
              • 13.5 List of abbreviations
                • Exhibit 199: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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