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High-performance Computing Market Outlook 2023 to 2033

The global high-performance computing market is likely to bring in US$ 52.15 billion in 2023, with a 7.5% CAGR from 2023 to 2033. The high-performance computing (HPC) market is forecasted to value US$107.48 billion by 2033.

The increasing use of big data analytics is fueling industry expansion, although obstacles like expensive investments and associated costs may limit the market growth. The causes that may propel the growth include:

  • Rising demand for high-efficiency computing
  • Improvements in virtualization
  • Ongoing diversification
  • Expansion of the IT sector
  • Rising popularity of hybrid HPC systems

The ability of HPC systems to process enormous volumes of data quickly is motivating academic institutions, defense agencies, energy corporations, government agencies, and the utility sector to adopt HPC systems, which supports the growth of the high-performance computing industry.

Attributes Details
High-performance computing Market CAGR (2023 to 2033) 7.5%
High-performance computing Market Size (2022) US$ 48.51 billion
High-performance computing Market Size (2023) US$ 52.15 billion
High-performance computing Market Size (2033) US$ 107.48 billion

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Market Forecast: Previous (2018 to 2022) vs. Present (2023 to 2033)

With a CAGR of 12.28% from 2018 to 2022, the global high-performance computing market increased in value from US$ 32.98 billion in 2018 to US$ 52.41 billion in 2022. It is necessary to create powerful HPC systems, implement them across academic, commercial, and governmental institutions, and use them to tackle social issues, including public safety, weather forecasting, climate change, and environmental preservation.

Many advantages are offered by computing technology advancements, including quick processing speeds, improved performance effectiveness, smart operation, and management. These advantages may help the market grow during the anticipated period. Whereas, from 2023 to 2033, the high-performance computing market is to register at a 7.5% CAGR.

The factor propelling the HPC market expansion is the rise in high-performance computing demand in genomics research. The high-performance computing demand for improved scalability, dependable storage, IT expansion, rising computing, and virtualization advancement enhance the market growth.

As high-performance computing systems can process enormous volumes of data swiftly and are widely used in industries, there is an increase in high-performance computing adoption, which has an impact on the market.

Strategic Analysis for High-performance Computing Market

  • The Industrial Internet of Things (IIoT), Artificial Intelligence (AI), and engineering, which require Electronic Design Automation (EDA), are factors that are anticipated to boost the high-performance computing business.
  • The high-performance computing industry has been expanded with the hardware manufacturers' ongoing investments in the creation of solutions that enable these capabilities.
  • The importance of technology as a crucial engine for economic growth has been acknowledged by nations such as the United States, Germany, the United Kingdom, Japan, and China, among others.
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Determinants of the High-performance Computing Market

Enhanced adoption of Big Data Analytics is a Critical Enabler Influencing the Adoption of the High-performance Computing Market

In light of the growing use of big data analytics, the demand for supercomputers has skyrocketed. The extraction of insights from large data is becoming popular. This necessitates the development of improved computing infrastructure. Supercomputers are perfect for processing massive volumes of data available on the market due to their ample storage and strong processing capabilities.

This is evident in the financial services business, where corporations like PayPal have purchased cluster supercomputers in the previous two to three years. The introduction of additional sophisticated analytics methods and tools is gaining traction among organizations to maximize the intelligence obtained from big data analytics. Over the projected period, all these factors may drive the high-performance computing (HPC) market expansion.

Investment Opportunities in the High-performance Computing Business

A Significant High-performance Computing Market Trend Fostering Market Expansion is Evolving Adoption of Cloud

Some customers require the elasticity and flexibility of the cloud to fulfill their computational and data needs.

  • The Azure cloud offering may be used to run HPC workloads, and customers can use CycleCloud for hybrid HPC management. Azure cloud offering components include Azure virtual machines, data lake storage, Microsoft AI platform, and Azure machine learning services.
  • By enabling clients that don't have their own systems and data centers to perform HPC, AI, and advanced analytics workloads in the public cloud, this agreement increases the market for Cray.
  • The automotive, financial services, and life sciences industries have all expressed an interest in employing cloud services for supercomputers. This surge in interest may fuel the expansion of the high-performance computing industry during the forecast period.
  • The expanding popularity of cloud computing, together with digitization measures being implemented by various governments, can have a substantial impact on propelling high-performance computing sales growth over the projection period.
  • The government of the United Arab Emirates (UAE), for example, has established digital transformation initiatives such as Smart Abu Dhabi and Smart Dubai. These projects encourage the use of cloud computing and increase the high-performance computing demand.

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Challenges Confronting the High-performance Computing Industry

Factor Impeding the High-performance Computing Market Growth is Expensive Investments and Associated Costs

  • A supercomputer from IBM Watson costs roughly $3 million. The construction and operating expenditures of Fujitsu's K Computer for the Riken Advanced Institute of Computational Science in Kobe, Japan, are almost $1.2 billion.
  • Supercomputers and other HPC systems typically consume 6-7 megawatts of power, with peaks exceeding 9.50 megawatts. When the power used by this equipment is converted into an energy cost, the amount is between $6 and $7 million.

The energy needs for these improved HPC systems may go up because of the regular updates made to increase processing power. Cost increases can impede the expansion of the HPC sector.

Lack of experience and the high cost of high-performance computing upkeep are impediments to the industry's expansion. The absence of developments in high-performance workstations is one of the industry's stumbling blocks.

Concerns related to cyber security are growing as the use of HPC systems expands. Data security is a serious concern because HPC systems are accessed by various entities. As a result, the high-performance computing industry's expansion is projected to be hindered by security concerns.

Comparative View of Adjacent High-performance Computing Market

High-performance Computing Market:

Attributes High-performance Computing Market
CAGR (From 2023 to 2033) 7.5%
Market Value (2023) US$ 52.15 billion
Growth Factor Increasing adoption of technologies might serve as a key factor in driving high-performance computing demand.
Opportunity The HPC business expansion may get accelerated by the expanding popularity of cloud computing and the digitalization programs being implemented by many governments.
Key Trends Advantages including adaptability, affordability, scalability, and democratization of access can increase HPC cloud systems demand.

Next Generation Computing Market:

Attributes Next Generation Computing Market
CAGR (From 2023 to 2033) 19.1%
Market Value (2023) US$ 136.46 billion
Growth Factor The increasing research and development efforts of technology businesses, as well as the growing requirement to handle and manage enormous amounts of data, are driving market expansion.
Opportunity The increasing usage of technologies such as 5G, AI, and Machine Learning (ML) provides considerable growth prospects.
Key Trends Businesses across industries have accelerated digital transformation in order to adapt to disruptions and plan operational responsiveness.

Hyperscale Computing Market:

Attributes Hyperscale Computing Market
CAGR (From 2023 to 2033) 23.9%
Market Value (2023) US$ 70.41 billion
Growth Factor The popularity of cloud computing is accelerating, which is fueling market expansion.
Opportunity Significant development prospects are presented by the increasing use of big data, machine learning, artificial intelligence, and IoT.
Key Trends The ongoing expansion of data centers to meet the growing demand for hyperscale computing.

Segmentation Outlook

Which Component is estimated to Experience Great Demand?

Services Segment:

CAGR (2023 to 2033) Around 5.0%
Market Share - 2023 >9.0%
Market Size US$ 7,000 million

Servers Segment:

Market Share - 2023 41%

The component segment has been further subdivided into servers, networking devices, storage, software, cloud, services, and others. The servers segment held the dominant share of the high-performance computing industry in 2023 and is scheduled to thrive at a substantial rate during the forecast period.

The growing amount of data centers can be linked to the proliferation of small and medium-sized businesses (SMEs). Several firms are investing in on-premises and colocation infrastructure to meet the increased high-performance computing demand.

The services sector made for more than 9.0% of the HPC market in 2023, and it is anticipated to register a CAGR of around 5.0% between 2023 and 2033. The HPC manufacturers offer a variety of services, such as maintenance, support, and management.

Assistance is especially important during the installation and first use of HPC systems. Maintenance services, on the other hand, include system upgrades and troubleshooting. In conclusion, it is predicted that the services segment's market can prosper to be large than US$ 7,000 million over the forecast year.

Why are On-premise Sales Garnering Steam?

On-Premise Segment:

Market Share - 2023 80%
Market Size US$ 32,592.7 million

Cloud Segment:

Market CAGR 8.5%

In 2023, the on-premise category held the dominant share of the high-performance computing industry and is to rise significantly throughout the forecast period. While governments are focused on securing sensitive data relating to national security and citizens' personal information, businesses are concerned about the security of their own organizational data. As a result, on-premise infrastructure continues to be chosen over cloud technology.

  • For example, in Mexico, the Data Protection Regulations, which went into effect in 2010, allow for the spread of data assets within the country. The government's approach to data security remains protectionist.

To ensure national security, the Mexican government, for example, claims that all citizen-related information and information used by government agencies should remain within the country's jurisdiction. Such elements are projected to promote the on-premise segment's growth.

Throughout the projection period, the cloud segment is to develop at a significant CAGR of 8.5% in the high-performance computing business. Since no additional in-house computing resources are required, cloud implementation allows enterprises to cut their operational costs. Additional benefits, such as enhanced efficiency and cost-effectiveness, are likely to accelerate the rise of the cloud segment.

How does the Government and Defence Segment Dictate in this Area?

Government and Defence Segment:

Market CAGR 9.0%

The manufacturing segment is to witness a significant HPC market share during the predicted period. Industrial operations are typically computationally intensive and time-consuming. Manufacturing companies frequently use simulation and CAD software in conjunction with HPC systems.

HPC systems can be very beneficial in the manufacturing industry for computational fluid dynamics, computational structural mechanics, and computational electromagnetics. These characteristics boost performance, increase computational speeds, and assure quick data access.

The government and defense segment is to increase at a CAGR of 9.0% in the high-performance computing business. While defense organizations may actively acquire cutting-edge IT solutions to boost computing efficiency, government agencies may likely need to employ HPC systems to support digitalization projects and contribute to economic development.

Regional Outlook

Why Should High-performance Computing Manufacturers Concentrate on North America?

Attributes Details
Market Share 40%

In 2023, North America continued to hold 40.0% of the entire high-performance computing market share. North America is the most important market for technological solutions. Its goal is to be a global economic player, particularly in the development and application of innovative technologies. Since the need to process large amounts of raw data grows, so does the need to have strong security measures in place. This is pushing the need to apply cutting-edge technology, which is encouraging the use of HPC systems.

Several of the top businesses in the sector are based in North America that are quickly adopting HPC systems to help them get over technical limitations. As a result, the adoption of HPC systems is ramping up throughout North America.

Why is Asia Pacific a Stellar Market for High-performance Computing Manufacturers?

Attributes Details
Market CAGR 8.9%

Due to the increasing HPC systems adoption for scientific research and weather forecasting, the Asia Pacific region is expected to develop at a considerable CAGR of about 8.9% throughout the forecast period. At the same time, China is one of the top ten countries in the high-performance computing business.

Supercomputers such as Sunway TaihuLight and Tianhe-2 (Milkyway-2) can be found in China. Tianhe-2 (Milkyway-2) was developed by China's National University of Defence Technology and supported by the governments of Guangzhou and Guangdong provinces.

What Effect Does Competition Have on the High-performance Computing Market?

The global high-performance computing business is a highly concentrated and competitive market dominated by a few significant firms. Various governments encourage research and academic institutions to implement modern information technology systems and contribute to economic development.

Acquisition - January 2022

  • NVIDIA Corporation, a US-based software company that provided GPUs, SoCs, and APIs, paid an undisclosed sum in January 2022 to acquire Bright Computing, a US-based firm that provides HPC and ML automation and management software.
  • NVIDIA Corporation increases its accelerated computing capabilities with the acquisition by offering its Bright Cluster Manager solution and generating new business prospects.

Acquisition - July 2021

  • By acquiring Zerto, a pioneer in cloud data management and protection, Hewlett Packard Enterprise may enhance its HPE GreenLake Edge-to-Cloud Platform.

Partnership - November 2020

  • Intel partnered with HPE, an American multinational enterprise information technology business, and Argonne, a science and engineering research national laboratory administered by UChicago Argonne for the United States Department of Energy.

Collaboration - 2018

  • The Garvan Institute of Medicine collaborated with Dell Technologies, Inc. in August 2018 to leverage high-performance computing in genomics research.

Key Players

  • Hewlett Packard Enterprise Development LP
  • Dell Inc.
  • Atos SE
  • Advanced Micro Devices, Inc
  • Microsoft
  • Amazon Web Services, Inc.
  • Cisco Systems, Inc.
  • Fujitsu
  • Intel Corporation
  • IBM

Key Segments

By Component:

  • Servers
  • Storage
  • Networking Devices
  • Software
  • Services
  • Cloud
  • Others

By Deployment:

  • On-premise
  • Cloud

By End-use:

  • Banking, Financial Services, and Insurance (BFSI)
  • Gaming
  • Media & Entertainment
  • Retail
  • Transportation
  • Government & Defense
  • Education & Research
  • Manufacturing
  • Healthcare & Bioscience
  • Others

By Region:

  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • The Middle East & Africa

Frequently Asked Questions

How Big is the High-performance Computing Market?

The high-performance computing market is worth US$ 52.15 billion in 2023.

What is the Projected CAGR for the Market?

The market is anticipated to thrive at a 7.5% CAGR from 2023 to 2033.

What is the Share of the Servers Segment in 2023?

The servers segment holds nearly 41% of the market share in 2023.

What is the Projected CAGR for the Cloud Segment in the Market?

The cloud segment is predicted to rise at an 8.5% CAGR through 2033.

What is the Growth Outlook for the Market in Asia Pacific?

Asia Pacific is anticipated to rise at an 8.9% CAGR from 2023 to 2033.

Table of Content

1. Executive Summary | High-Performance Computing Market

    1.1. Global Market Outlook

    1.2. Demand-side Trends

    1.3. Supply-side Trends

    1.4. Technology Roadmap Analysis

    1.5. Analysis and Recommendations

2. Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Market Background

    3.1. Market Dynamics

        3.1.1. Drivers

        3.1.2. Restraints

        3.1.3. Opportunity

        3.1.4. Trends

    3.2. Scenario Forecast

        3.2.1. Demand in Optimistic Scenario

        3.2.2. Demand in Likely Scenario

        3.2.3. Demand in Conservative Scenario

    3.3. Opportunity Map Analysis

    3.4. Investment Feasibility Matrix

    3.5. PESTLE and Porter’s Analysis

    3.6. Regulatory Landscape

        3.6.1. By Key Regions

        3.6.2. By Key Countries

    3.7. Regional Parent Market Outlook

4. Global Market Analysis 2018 to 2022 and Forecast, 2023 to 2033

    4.1. Historical Market Size Value (US$ Million) Analysis, 2018 to 2022

    4.2. Current and Future Market Size Value (US$ Million) Projections, 2023 to 2033

        4.2.1. Y-o-Y Growth Trend Analysis

        4.2.2. Absolute $ Opportunity Analysis

5. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Component

    5.1. Introduction / Key Findings

    5.2. Historical Market Size Value (US$ Million) Analysis By Component, 2018 to 2022

    5.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Component, 2023 to 2033

        5.3.1. Hardware

            5.3.1.1. Servers

            5.3.1.2. Storage

            5.3.1.3. Devices

            5.3.1.4. Systems

            5.3.1.5. Networking Devices

        5.3.2. Software

        5.3.3. Services

    5.4. Y-o-Y Growth Trend Analysis By Component, 2018 to 2022

    5.5. Absolute $ Opportunity Analysis By Component, 2023 to 2033

6. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Deployment

    6.1. Introduction / Key Findings

    6.2. Historical Market Size Value (US$ Million) Analysis By Deployment, 2018 to 2022

    6.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Deployment, 2023 to 2033

        6.3.1. On-Premise

        6.3.2. Cloud

    6.4. Y-o-Y Growth Trend Analysis By Deployment, 2018 to 2022

    6.5. Absolute $ Opportunity Analysis By Deployment, 2023 to 2033

7. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By End-use

    7.1. Introduction / Key Findings

    7.2. Historical Market Size Value (US$ Million) Analysis By End-use, 2018 to 2022

    7.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By End-use, 2023 to 2033

        7.3.1. Banking, Financial Services, and Insurance

        7.3.2. Gaming

        7.3.3. Media & Entertainment

        7.3.4. Retail

        7.3.5. Transportation

        7.3.6. Government & Defence

        7.3.7. Education & Research

        7.3.8. Manufacturing

        7.3.9. Healthcare & Bioscience

        7.3.10. Others

    7.4. Y-o-Y Growth Trend Analysis By End-use, 2018 to 2022

    7.5. Absolute $ Opportunity Analysis By End-use, 2023 to 2033

8. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Region

    8.1. Introduction

    8.2. Historical Market Size Value (US$ Million) Analysis By Region, 2018 to 2022

    8.3. Current Market Size Value (US$ Million) Analysis and Forecast By Region, 2023 to 2033

        8.3.1. North America

        8.3.2. Latin America

        8.3.3. Europe

        8.3.4. South Asia

        8.3.5. East Asia

        8.3.6. Oceania

        8.3.7. MEA

    8.4. Market Attractiveness Analysis By Region

9. North America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    9.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    9.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        9.2.1. By Country

            9.2.1.1. USA

            9.2.1.2. Canada

        9.2.2. By Component

        9.2.3. By Deployment

        9.2.4. By End-use

    9.3. Market Attractiveness Analysis

        9.3.1. By Country

        9.3.2. By Component

        9.3.3. By Deployment

        9.3.4. By End-use

    9.4. Key Takeaways

10. Latin America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    10.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    10.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        10.2.1. By Country

            10.2.1.1. Brazil

            10.2.1.2. Mexico

            10.2.1.3. Rest of Latin America

        10.2.2. By Component

        10.2.3. By Deployment

        10.2.4. By End-use

    10.3. Market Attractiveness Analysis

        10.3.1. By Country

        10.3.2. By Component

        10.3.3. By Deployment

        10.3.4. By End-use

    10.4. Key Takeaways

11. Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    11.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    11.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        11.2.1. By Country

            11.2.1.1. Germany

            11.2.1.2. United Kingdom

            11.2.1.3. France

            11.2.1.4. Spain

            11.2.1.5. Italy

            11.2.1.6. Rest of Europe

        11.2.2. By Component

        11.2.3. By Deployment

        11.2.4. By End-use

    11.3. Market Attractiveness Analysis

        11.3.1. By Country

        11.3.2. By Component

        11.3.3. By Deployment

        11.3.4. By End-use

    11.4. Key Takeaways

12. South Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    12.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    12.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        12.2.1. By Country

            12.2.1.1. India

            12.2.1.2. Malaysia

            12.2.1.3. Singapore

            12.2.1.4. Thailand

            12.2.1.5. Rest of South Asia

        12.2.2. By Component

        12.2.3. By Deployment

        12.2.4. By End-use

    12.3. Market Attractiveness Analysis

        12.3.1. By Country

        12.3.2. By Component

        12.3.3. By Deployment

        12.3.4. By End-use

    12.4. Key Takeaways

13. East Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    13.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    13.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        13.2.1. By Country

            13.2.1.1. China

            13.2.1.2. Japan

            13.2.1.3. South Korea

        13.2.2. By Component

        13.2.3. By Deployment

        13.2.4. By End-use

    13.3. Market Attractiveness Analysis

        13.3.1. By Country

        13.3.2. By Component

        13.3.3. By Deployment

        13.3.4. By End-use

    13.4. Key Takeaways

14. Oceania Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    14.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    14.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        14.2.1. By Country

            14.2.1.1. Australia

            14.2.1.2. New Zealand

        14.2.2. By Component

        14.2.3. By Deployment

        14.2.4. By End-use

    14.3. Market Attractiveness Analysis

        14.3.1. By Country

        14.3.2. By Component

        14.3.3. By Deployment

        14.3.4. By End-use

    14.4. Key Takeaways

15. MEA Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    15.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022

    15.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033

        15.2.1. By Country

            15.2.1.1. GCC Countries

            15.2.1.2. South Africa

            15.2.1.3. Israel

            15.2.1.4. Rest of MEA

        15.2.2. By Component

        15.2.3. By Deployment

        15.2.4. By End-use

    15.3. Market Attractiveness Analysis

        15.3.1. By Country

        15.3.2. By Component

        15.3.3. By Deployment

        15.3.4. By End-use

    15.4. Key Takeaways

16. Key Countries Market Analysis

    16.1. USA

        16.1.1. Pricing Analysis

        16.1.2. Market Share Analysis, 2022

            16.1.2.1. By Component

            16.1.2.2. By Deployment

            16.1.2.3. By End-use

    16.2. Canada

        16.2.1. Pricing Analysis

        16.2.2. Market Share Analysis, 2022

            16.2.2.1. By Component

            16.2.2.2. By Deployment

            16.2.2.3. By End-use

    16.3. Brazil

        16.3.1. Pricing Analysis

        16.3.2. Market Share Analysis, 2022

            16.3.2.1. By Component

            16.3.2.2. By Deployment

            16.3.2.3. By End-use

    16.4. Mexico

        16.4.1. Pricing Analysis

        16.4.2. Market Share Analysis, 2022

            16.4.2.1. By Component

            16.4.2.2. By Deployment

            16.4.2.3. By End-use

    16.5. Germany

        16.5.1. Pricing Analysis

        16.5.2. Market Share Analysis, 2022

            16.5.2.1. By Component

            16.5.2.2. By Deployment

            16.5.2.3. By End-use

    16.6. United Kingdom

        16.6.1. Pricing Analysis

        16.6.2. Market Share Analysis, 2022

            16.6.2.1. By Component

            16.6.2.2. By Deployment

            16.6.2.3. By End-use

    16.7. France

        16.7.1. Pricing Analysis

        16.7.2. Market Share Analysis, 2022

            16.7.2.1. By Component

            16.7.2.2. By Deployment

            16.7.2.3. By End-use

    16.8. Spain

        16.8.1. Pricing Analysis

        16.8.2. Market Share Analysis, 2022

            16.8.2.1. By Component

            16.8.2.2. By Deployment

            16.8.2.3. By End-use

    16.9. Italy

        16.9.1. Pricing Analysis

        16.9.2. Market Share Analysis, 2022

            16.9.2.1. By Component

            16.9.2.2. By Deployment

            16.9.2.3. By End-use

    16.10. India

        16.10.1. Pricing Analysis

        16.10.2. Market Share Analysis, 2022

            16.10.2.1. By Component

            16.10.2.2. By Deployment

            16.10.2.3. By End-use

    16.11. Malaysia

        16.11.1. Pricing Analysis

        16.11.2. Market Share Analysis, 2022

            16.11.2.1. By Component

            16.11.2.2. By Deployment

            16.11.2.3. By End-use

    16.12. Singapore

        16.12.1. Pricing Analysis

        16.12.2. Market Share Analysis, 2022

            16.12.2.1. By Component

            16.12.2.2. By Deployment

            16.12.2.3. By End-use

    16.13. Thailand

        16.13.1. Pricing Analysis

        16.13.2. Market Share Analysis, 2022

            16.13.2.1. By Component

            16.13.2.2. By Deployment

            16.13.2.3. By End-use

    16.14. China

        16.14.1. Pricing Analysis

        16.14.2. Market Share Analysis, 2022

            16.14.2.1. By Component

            16.14.2.2. By Deployment

            16.14.2.3. By End-use

    16.15. Japan

        16.15.1. Pricing Analysis

        16.15.2. Market Share Analysis, 2022

            16.15.2.1. By Component

            16.15.2.2. By Deployment

            16.15.2.3. By End-use

    16.16. South Korea

        16.16.1. Pricing Analysis

        16.16.2. Market Share Analysis, 2022

            16.16.2.1. By Component

            16.16.2.2. By Deployment

            16.16.2.3. By End-use

    16.17. Australia

        16.17.1. Pricing Analysis

        16.17.2. Market Share Analysis, 2022

            16.17.2.1. By Component

            16.17.2.2. By Deployment

            16.17.2.3. By End-use

    16.18. New Zealand

        16.18.1. Pricing Analysis

        16.18.2. Market Share Analysis, 2022

            16.18.2.1. By Component

            16.18.2.2. By Deployment

            16.18.2.3. By End-use

    16.19. GCC Countries

        16.19.1. Pricing Analysis

        16.19.2. Market Share Analysis, 2022

            16.19.2.1. By Component

            16.19.2.2. By Deployment

            16.19.2.3. By End-use

    16.20. South Africa

        16.20.1. Pricing Analysis

        16.20.2. Market Share Analysis, 2022

            16.20.2.1. By Component

            16.20.2.2. By Deployment

            16.20.2.3. By End-use

    16.21. Israel

        16.21.1. Pricing Analysis

        16.21.2. Market Share Analysis, 2022

            16.21.2.1. By Component

            16.21.2.2. By Deployment

            16.21.2.3. By End-use

17. Market Structure Analysis

    17.1. Competition Dashboard

    17.2. Competition Benchmarking

    17.3. Market Share Analysis of Top Players

        17.3.1. By Regional

        17.3.2. By Component

        17.3.3. By Deployment

        17.3.4. By End-use

18. Competition Analysis

    18.1. Competition Deep Dive

        18.1.1. Atos SE

            18.1.1.1. Overview

            18.1.1.2. Product Portfolio

            18.1.1.3. Profitability by Market Segments

            18.1.1.4. Sales Footprint

            18.1.1.5. Strategy Overview

                18.1.1.5.1. Marketing Strategy

        18.1.2. Advanced Micro Devices, Inc.

            18.1.2.1. Overview

            18.1.2.2. Product Portfolio

            18.1.2.3. Profitability by Market Segments

            18.1.2.4. Sales Footprint

            18.1.2.5. Strategy Overview

                18.1.2.5.1. Marketing Strategy

        18.1.3. Hewlett Packard Enterprises

            18.1.3.1. Overview

            18.1.3.2. Product Portfolio

            18.1.3.3. Profitability by Market Segments

            18.1.3.4. Sales Footprint

            18.1.3.5. Strategy Overview

                18.1.3.5.1. Marketing Strategy

        18.1.4. Dell Inc.

            18.1.4.1. Overview

            18.1.4.2. Product Portfolio

            18.1.4.3. Profitability by Market Segments

            18.1.4.4. Sales Footprint

            18.1.4.5. Strategy Overview

                18.1.4.5.1. Marketing Strategy

        18.1.5. Cisco Systems, Inc.

            18.1.5.1. Overview

            18.1.5.2. Product Portfolio

            18.1.5.3. Profitability by Market Segments

            18.1.5.4. Sales Footprint

            18.1.5.5. Strategy Overview

                18.1.5.5.1. Marketing Strategy

        18.1.6. Fujitsu

            18.1.6.1. Overview

            18.1.6.2. Product Portfolio

            18.1.6.3. Profitability by Market Segments

            18.1.6.4. Sales Footprint

            18.1.6.5. Strategy Overview

                18.1.6.5.1. Marketing Strategy

        18.1.7. Intel Corporation

            18.1.7.1. Overview

            18.1.7.2. Product Portfolio

            18.1.7.3. Profitability by Market Segments

            18.1.7.4. Sales Footprint

            18.1.7.5. Strategy Overview

                18.1.7.5.1. Marketing Strategy

        18.1.8. IBM

            18.1.8.1. Overview

            18.1.8.2. Product Portfolio

            18.1.8.3. Profitability by Market Segments

            18.1.8.4. Sales Footprint

            18.1.8.5. Strategy Overview

                18.1.8.5.1. Marketing Strategy

        18.1.9. Microsoft

            18.1.9.1. Overview

            18.1.9.2. Product Portfolio

            18.1.9.3. Profitability by Market Segments

            18.1.9.4. Sales Footprint

            18.1.9.5. Strategy Overview

                18.1.9.5.1. Marketing Strategy

        18.1.10. Amazon Web Services, Inc.

            18.1.10.1. Overview

            18.1.10.2. Product Portfolio

            18.1.10.3. Profitability by Market Segments

            18.1.10.4. Sales Footprint

            18.1.10.5. Strategy Overview

                18.1.10.5.1. Marketing Strategy

19. Assumptions & Acronyms Used

20. Research Methodology

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