AI Infrastructure Market: Global Market Estimation, Dynamics, Regional Share, Trends, Competitor Analysis 2015-2019 and Forecast 2020-2026

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AI Infrastructure Market By Offering (Hardware, Processor, CPU, GPU, FPGA, ASIC, Memory, Storage, Networking, and Server Software), By Technology (Machine learning and Deep learning), By Function (Training and Inference), By Deployment Type (On-premises, Cloud and Hybrid), By End User (Enterprise, Government organization, and Cloud service provider), and Geography

 

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Description

Global AI Infrastructure Market

AI Infrastructure Market report provide a comprehensive outlook on AI infrastructure worldwide with specific focus on key region such as North America, Europe, Asia Pacific, Latin America and MEA. The report on global AI infrastructure market gives historical, current and future market size (US$ Mn) on the basis of offering, technology, function, deployment type, end user, and geography. This study analyses the global AI infrastructure market dynamics in a detailed manner to identify current trends and drivers, growth opportunities and potential challenges to the key stakeholders in the operating market. In addition, PBI has analyzed the global market to better equip customers with possible investment opportunities across region and consumer unmet needs.

 

Global AI Infrastructure Market:

It is estimated that the global AI infrastructure market will rise from US$ 15.6 billion in 2019 to US$ 54.1 billion by 2026, at a CAGR of 23.1%. Growing adoption of the cloud machine learning platform, rising demand for FPGA-based accelerators, growing emphasis on the production of human-aware AI systems, increasing demand for AI hardware in high-performance computing data centers, increasing focus on parallel computing in AI data centers, the number of cross-industry partnerships and collaboration are key factors driving the AI infrastructure market. Factors such as Dearth of AI Hardware Experts, Concerns about Data Privacy in AI Platforms, and No Returns on Investment Assurance, however, are retraining the growth of the industry.

 

New technological innovations drive the market growth:

It is projected that the advent of new technological developments includes new technologies such as Artificial Intelligence (AI) Infrastructure and the Internet of Things (IoT) finding their use in both industrial and residential applications and the rapid speed of digital transformation in different industries would drive the growth of the global Artificial Intelligence (AI) Infrastructure market. In 2019, the manufacturing industry is expected to spend approximately US$ 340 billion in digital transformation. It is expected that investment in robots, autonomous and freight operations will produce sales of US$ 128 billion in the same year.

 

North America dominates the share in AI infrastructure market:

Due to the high adoption rate of AI-based servers and the presence of their strong emphasis on investing in R&D activities for the creation of new technologies and the presence of prominent AI technology providers in the region, such as IBM, Google, Microsoft, NVIDIA, North America accounts are expected to share the highest market share of the global AI infrastructure market during the forecast period.

 

Competitive Assessment:

Key players profile in AI infrastructure market include-

  • Intel Corporation
  • NVIDIA Corporation
  • Samsung Electronics
  • Google
  • Microsoft
  • IBM
  • Amazon Web Services
  • CISCO
  • Xilinx
  • Dell

 

Key developments:

  • In January 2020, the Indian government think tank NITI Aayog has released a paper to set up the country’s first AI-specific cloud computing infrastructure called ‘AIRAWAT’. The platform aims to guide the research and development of new and emerging technologies in the field of AI.
  • In June 2020, Intel its 3rd Gen Intel Xeon Scalable processors and additions to its hardware and software AI portfolio, enabling customers to accelerate the development and use of AI and analytics workloads running in the data center, network and intelligent-edge environments that support their AI infrastructure.
  • In July 2020, IBM Corporation announced the launch of Elastic Storage System (ESS) 5000 and updated Cloud Object Storage (COS) and Spectrum Discover as part of a new AI storage portfolio to support AI infrastructure.

 

Key findings of report:

  • Global AI infrastructure market expanding at significant CAGR over 2020 to 2026 owing to growing adoption of the cloud machine learning platform, rising demand for FPGA-based accelerators, and growing emphasis on the production of human-aware AI systems.
  • North America accounted for larger share of market revenue based on the region and projected a gain in market revenue over a forecast period.
  • Players focusing on innovation of technologies and collaboration strategies to retain market position in global market.

 

Key features of the report:

  • The report provides granular level information about market size, regional market share, historic market (2015-2019) and forecast (2020-2026).
  • The report outlines drivers, restraints, unmet needs, and trends that are currently affecting the market.
  • The report tracks recent innovations, key developments and startup’s details that are actively working in the market.
  • The report provides plethora of information about market entry strategies.

 

Detailed segmentation:

Offering

  • Hardware
  • Processor
  • CPU
  • GPU
  • FPGA
  • ASIC
  • Memory
  • Storage
  • Networking
  • Server Software

Technology

  • Machine learning
  • Deep learning

Function

  • Training
  • Inference

Deployment Type

  • On-premises
  • Cloud
  • Hybrid

End User

  • Enterprise
  • Government organizations
  • Cloud service providers

Geography

 

North America

  • US
  • Canada

Europe

  • Germany
  • France
  • UK
  • Spain
  • Italy
  • Rest of Europe

Asia-Pacific

  • China
  • Japan
  • India
  • Australia & New Zealand
  • Rest of APAC

Latin America

  • Brazil
  • Argentina
  • Mexico
  • Rest of Latin America

MEA

  • GCC Countries
  • South Africa
  • Turkey
  • Israel
  • Rest of MEA


Location

GEOGRAPHY

PBI Location Map

Competitive Assessment:

Key players profile in AI infrastructure market include-

  • Intel Corporation
  • NVIDIA Corporation
  • Samsung Electronics
  • Google
  • Microsoft
  • IBM
  • Amazon Web Services
  • CISCO
  • Xilinx
  • Dell

Table of Content

  1. Executive Summary
  2. Global AI Infrastructure Market Introduction
    • Global AI Infrastructure Market – Taxonomy
    • Global AI Infrastructure Market –Definitions
      • By Offering
      • By Technology
      • By Function
      • By Deployment Type
      • By End User
      • By Region
  1. Global AI Infrastructure Market Dynamics
    • Drivers
    • Restraints
    • Opportunities/Unmet Needs of the Market
    • Trends
    • Global AI Infrastructure Market Dynamic Factors – Impact Analysis
    • Global AI Infrastructure Market – Competition Landscape
  2. Global AI Infrastructure Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026
    • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Year-over-Year (Y-o-Y) Growth Analysis (%)
    • Market Opportunity Analysis
  3. Global AI Infrastructure Market, By Offering, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Hardware
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Processor
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • CPU
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • GPU
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • FPGA
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • ASIC
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Memory
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Storage
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Networking
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Server Software
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
  1. Global AI Infrastructure Market Forecast, By Technology, 2015 – 2019 and Forecast, 2019 – 2025 (Revenue, USD Mn)
    • Machine learning
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Deep learning
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
  1. Global AI Infrastructure Market Forecast, By Function, 2015 – 2019 and Forecast, 2019 – 2025 (Revenue, USD Mn)
    • Training
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Inference
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
  1. Global AI Infrastructure Market Forecast, By Deployment Type, 2015 – 2019 and Forecast, 2019 – 2025 (Revenue, USD Mn)
    • On-premises
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Cloud
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Hybrid
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
  1. Global AI Infrastructure Market, By End User, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Enterprise
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Government organizations
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Cloud service providers
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
  1. Global AI Infrastructure Market Forecast, By Region, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • North America
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Europe
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Asia-Pacific
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Latin America
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Middle East and Africa
      • Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
      • Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%)
      • Market Opportunity Analysis
    • Global AI Infrastructure Market – Opportunity Analysis Index, By Offering, By Technology, By Function, By Deployment Type, By End User, and Region, 2020 – 2026
  2. North America AI Infrastructure Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Offering Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%)
      • Hardware
      • Processor
      • CPU
      • GPU
      • FPGA
      • ASIC
      • Memory
      • Storage
      • Networking
      • Server software
    • Technology Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Machine learning
      • Deep learning
    • Function Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Training
      • Inference
    • Deployment Type Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • On-premises
      • Cloud
      • Hybrid
    • End User Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Enterprise
      • Government organizations
      • Cloud service provider
    • Country Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%)
      • USA
      • Canada
    • North America AI Infrastructure Market – Opportunity Analysis Index, By Offering, By Technology, By Functions, By Deployment Type, By End User, and Country, 2020 – 2026
    • North America AI Infrastructure Market Dynamics – Trends
  3. Europe AI Infrastructure Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Offering Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%)
      • Hardware
      • Processor
      • CPU
      • GPU
      • FPGA
      • ASIC
      • Memory
      • Storage
      • Networking
      • Server software
    • Technology Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Machine learning
      • Deep learning
    • Function Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Training
      • Inference
    • Deployment Type Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • On-premises
      • Cloud
      • Hybrid
    • End User Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Enterprise
      • Government organizations
      • Cloud service provider
    • Country Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%)
      • Germany
      • UK
      • France
      • Spain
      • Italy
      • Russia
      • Rest of Europe
    • Europe AI Infrastructure Market – Opportunity Analysis Index, By Offering, By Technology, By Functions, By Deployment Type, By End User, and Country, 2020 – 2026
    • Europe AI Infrastructure Market Dynamics – Trends
  4. Asia-Pacific AI Infrastructure Market Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%)
    • Offering Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%)
      • Hardware
      • Processor
      • CPU
      • GPU
      • FPGA
      • ASIC
      • Memory
      • Storage
      • Networking
      • Server software
    • Technology Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Machine learning
      • Deep learning
    • Function Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Training
      • Inference
    • Deployment Type Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • On-premises
      • Cloud
      • Hybrid
    • End User Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Enterprise
      • Government organizations
      • Cloud service provider
    • Country Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%)
      • Japan
      • China
      • India
      • ASEAN
      • Australia & New Zealand
      • Rest of Asia-Pacific
    • Asia-Pacific AI Infrastructure Market – Opportunity Analysis Index, By Offering, By Technology, By Functions, By Deployment Type, By End User, and Country, 2020 – 2026
    • Asia-Pacific AI Infrastructure Market Dynamics – Trends
  5. Latin America AI Infrastructure Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Offering Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%)
      • Hardware
      • Processor
      • CPU
      • GPU
      • FPGA
      • ASIC
      • Memory
      • Storage
      • Networking
      • Server software
    • Technology Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Machine learning
      • Deep learning
    • Function Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Training
      • Inference
    • Deployment Type Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • On-premises
      • Cloud
      • Hybrid
    • End User Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Enterprise
      • Government organizations
      • Cloud service provider
    • Country Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%)
      • Brazil
      • Mexico
      • Argentina
      • Rest of Latin America
    • Latin America AI Infrastructure Market – Opportunity Analysis Index, By Offering, By Technology, By Functions, By Deployment Type, By End User, and Country, 2020 – 2026
    • Latin America AI Infrastructure Market Dynamics – Trends
  6. Middle East and Africa AI Infrastructure Market Analysis, 2015 – 2019 and Forecast, 2020 – 2026 (Revenue, USD Mn)
    • Offering Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%)
      • Hardware
      • Processor
      • CPU
      • GPU
      • FPGA
      • ASIC
      • Memory
      • Storage
      • Networking
      • Server software
    • Technology Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Machine learning
      • Deep learning
    • Function Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Training
      • Inference
    • Deployment Type Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • On-premises
      • Cloud
      • Hybrid
    • End User Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%)
      • Enterprise
      • Government organizations
      • Cloud service provider
    • Country Analysis 2015 – 2019 and Forecast 2020 – 2026 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%)
      • Gulf Cooperation Council (GCC) Countries
      • Israel
      • South Africa
      • Rest of MEA
    • MEA AI Infrastructure Market – Opportunity Analysis Index, By Offering, By Technology, By Functions, By Deployment Type, By End User, and Country, 2020 – 2026
    • MEA AI Infrastructure Market Dynamics – Trends
  7. Competition Landscape
    • Strategic Dashboard of Top Market Players
    • Company Profiles (Introduction, Financial Analysis, Technology & Technology Offerings, Key Developments, Strategies, and SWOT Analysis)
      • Intel Corporation
      • NVIDIA Corporation
      • Samsung Electronics
      • Google
      • Microsoft
      • IBM
      • Amazon Web Services
      • CISCO
      • Xilinx
      • Dell
  1. Research Methodology
  2. Key Assumptions and Acronyms

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