Machine Learning Accelerator Market, Global Outlook and Forecast 2023-2029

Report ID
40896
Publisher
Market Monitor Global
Published Date
08-Nov
Delivery Format
PDF
No of Report Page
112
Editor's Rating
US $3,250.00
US $4,225.00
US $4,875.00
  • Report Details
    This research report provides a comprehensive analysis of the Machine Learning Accelerator market, focusing on the current trends, market dynamics, and future prospects. The report explores the global Machine Learning Accelerator market, including major regions such as North America, Europe, Asia-Pacific, and emerging markets. It also examines key factors driving the growth of Machine Learning Accelerator, challenges faced by the industry, and potential opportunities for market players.
    The global Machine Learning Accelerator market has witnessed rapid growth in recent years, driven by increasing environmental concerns, government incentives, and advancements in technology. The Machine Learning Accelerator market presents opportunities for various stakeholders, including Self-Driving Cars, Financial Services. Collaboration between the private sector and governments can accelerate the development of supportive policies, research and development efforts, and investment in Machine Learning Accelerator market. Additionally, the growing consumer demand present avenues for market expansion.
    The global Machine Learning Accelerator market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period.
    Key Features:
    The research report on the Machine Learning Accelerator market includes several key features to provide comprehensive insights and facilitate decision-making for stakeholders.
    Executive Summary: The report provides overview of the key findings, market trends, and major insights of the Machine Learning Accelerator market.
    Market Overview: The report provides a comprehensive overview of the Machine Learning Accelerator market, including its definition, historical development, and current market size. It covers market segmentation by Type (e.g., Graphics processing Unit (GPU), Tensor Processing Unit (TPU)), region, and application, highlighting the key drivers, challenges, and opportunities within each segment.
    Market Dynamics: The report analyses the market dynamics driving the growth and development of the Machine Learning Accelerator market. The report includes an assessment of government policies and regulations, technological advancements, consumer trends and preferences, infrastructure development, and industry collaborations. This analysis helps stakeholders understand the factors influencing the Machine Learning Accelerator market's trajectory.
    Competitive Landscape: The report provides an in-depth analysis of the competitive landscape within the Machine Learning Accelerator market. It includes profiles of major market players, their market share, strategies, product portfolios, and recent developments. 
    Market Segmentation and Forecast: The report segment the Machine Learning Accelerator market based on various parameters, such as by Type, region, and by Application. It provides market size and growth forecasts for each segment, supported by quantitative data and analysis. This helps stakeholders identify growth opportunities and make informed investment decisions.
    Technological Trends: The report should highlight the key technological trends shaping the Machine Learning Accelerator market, such as advancements in Type One technology and emerging substitutes. It analyses the impact of these trends on market growth, adoption rates, and consumer preferences.
    Market Challenges and Opportunities: The report identify and analyses the major challenges faced by the Machine Learning Accelerator market, such as technical bottleneck, cost limitations, and high entry barrier. It also highlights the opportunities for market growth, such as government incentives, emerging markets, and collaborations between stakeholders.
    Regulatory and Policy Analysis: The report should assess the regulatory and policy landscape for Machine Learning Accelerator, including government incentives, emission standards, and infrastructure development plans. It should analyse the impact of these policies on market growth and provide insights into future regulatory developments.
    Recommendations and Conclusion: The report conclude with actionable recommendations for stakeholders, such as Application One Consumer, policymakers, investors, and infrastructure providers. These recommendations should be based on the research findings and address key challenges and opportunities within the Machine Learning Accelerator market.
    Supporting Data and Appendices: The report include supporting data, charts, and graphs to substantiate the analysis and findings. It also includes appendices with additional detailed information, such as data sources, survey questionnaires, and detailed market forecasts.
    Market Segmentation
    Machine Learning Accelerator market is split by Type and by Application. For the period 2018-2029, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.
    Market segment by Type
        Graphics processing Unit (GPU)
        Tensor Processing Unit (TPU)
        Programmable Logic Gate Array (FPGA)
        Other
    Market segment by Application
        Self-Driving Cars
        Financial Services
        Medical Insurance
        Cloud Computing and Data Center
        Other
    Global Machine Learning Accelerator Market Segment Percentages, By Region and Country, 2022 (%)
        North America
            US
            Canada
            Mexico
        Europe
            Germany
            France
            U.K.
            Italy
            Russia
            Nordic Countries
            Benelux
            Rest of Europe
        Asia
            China
            Japan
            South Korea
            Southeast Asia
            India
            Rest of Asia
        South America
            Brazil
            Argentina
            Rest of South America
        Middle East & Africa
            Turkey
            Israel
            Saudi Arabia
            UAE
            Rest of Middle East & Africa
    Major players covered
        NVIDIA
        Intel
        Google
        AMD
        Xilinx
        Graphcore
        Habana Labs
        Cerebras Systems
        Cambricon Technologies
        Wave Computing
        Groq
        BrainChip
        Mythic
    Outline of Major Chapters:
    Chapter 1: Introduces the definition of Machine Learning Accelerator, market overview.
    Chapter 2: Global Machine Learning Accelerator market size in revenue.
    Chapter 3: Detailed analysis of Machine Learning Accelerator company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
    Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
    Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
    Chapter 6: Sales of Machine Learning Accelerator in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
    Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
    Chapter 8: The main points and conclusions of the report.
    
  • Table Of Content
    1 Introduction to Research & Analysis Reports
        1.1 Machine Learning Accelerator Market Definition
        1.2 Market Segments
            1.2.1 Market by Type
            1.2.2 Market by Application
        1.3 Global Machine Learning Accelerator Market Overview
        1.4 Features & Benefits of This Report
        1.5 Methodology & Sources of Information
            1.5.1 Research Methodology
            1.5.2 Research Process
            1.5.3 Base Year
            1.5.4 Report Assumptions & Caveats
    2 Global Machine Learning Accelerator Overall Market Size
        2.1 Global Machine Learning Accelerator Market Size: 2022 VS 2029
        2.2 Global Machine Learning Accelerator Market Size, Prospects & Forecasts: 2018-2029
        2.3 Key Market Trends, Opportunity, Drivers and Restraints
            2.3.1 Market Opportunities & Trends
            2.3.2 Market Drivers
            2.3.3 Market Restraints
    3 Company Landscape
        3.1 Top Machine Learning Accelerator Players in Global Market
        3.2 Top Global Machine Learning Accelerator Companies Ranked by Revenue
        3.3 Global Machine Learning Accelerator Revenue by Companies
        3.4 Top 3 and Top 5 Machine Learning Accelerator Companies in Global Market, by Revenue in 2022
        3.5 Global Companies Machine Learning Accelerator Product Type
        3.6 Tier 1, Tier 2 and Tier 3 Machine Learning Accelerator Players in Global Market
            3.6.1 List of Global Tier 1 Machine Learning Accelerator Companies
            3.6.2 List of Global Tier 2 and Tier 3 Machine Learning Accelerator Companies
    4 Market Sights by Product
        4.1 Overview
            4.1.1 By Type - Global Machine Learning Accelerator Market Size Markets, 2022 & 2029
            4.1.2 Graphics processing Unit (GPU)
            4.1.3 Tensor Processing Unit (TPU)
            4.1.4 Programmable Logic Gate Array (FPGA)
            4.1.5 Other
        4.2 By Type - Global Machine Learning Accelerator Revenue & Forecasts
            4.2.1 By Type - Global Machine Learning Accelerator Revenue, 2018-2023
            4.2.2 By Type - Global Machine Learning Accelerator Revenue, 2024-2029
            4.2.3 By Type - Global Machine Learning Accelerator Revenue Market Share, 2018-2029
    5 Sights by Application
        5.1 Overview
            5.1.1 By Application - Global Machine Learning Accelerator Market Size, 2022 & 2029
            5.1.2 Self-Driving Cars
            5.1.3 Financial Services
            5.1.4 Medical Insurance
            5.1.5 Cloud Computing and Data Center
            5.1.6 Other
        5.2 By Application - Global Machine Learning Accelerator Revenue & Forecasts
            5.2.1 By Application - Global Machine Learning Accelerator Revenue, 2018-2023
            5.2.2 By Application - Global Machine Learning Accelerator Revenue, 2024-2029
            5.2.3 By Application - Global Machine Learning Accelerator Revenue Market Share, 2018-2029
    6 Sights by Region
        6.1 By Region - Global Machine Learning Accelerator Market Size, 2022 & 2029
        6.2 By Region - Global Machine Learning Accelerator Revenue & Forecasts
            6.2.1 By Region - Global Machine Learning Accelerator Revenue, 2018-2023
            6.2.2 By Region - Global Machine Learning Accelerator Revenue, 2024-2029
            6.2.3 By Region - Global Machine Learning Accelerator Revenue Market Share, 2018-2029
        6.3 North America
            6.3.1 By Country - North America Machine Learning Accelerator Revenue, 2018-2029
            6.3.2 US Machine Learning Accelerator Market Size, 2018-2029
            6.3.3 Canada Machine Learning Accelerator Market Size, 2018-2029
            6.3.4 Mexico Machine Learning Accelerator Market Size, 2018-2029
        6.4 Europe
            6.4.1 By Country - Europe Machine Learning Accelerator Revenue, 2018-2029
            6.4.2 Germany Machine Learning Accelerator Market Size, 2018-2029
            6.4.3 France Machine Learning Accelerator Market Size, 2018-2029
            6.4.4 U.K. Machine Learning Accelerator Market Size, 2018-2029
            6.4.5 Italy Machine Learning Accelerator Market Size, 2018-2029
            6.4.6 Russia Machine Learning Accelerator Market Size, 2018-2029
            6.4.7 Nordic Countries Machine Learning Accelerator Market Size, 2018-2029
            6.4.8 Benelux Machine Learning Accelerator Market Size, 2018-2029
        6.5 Asia
            6.5.1 By Region - Asia Machine Learning Accelerator Revenue, 2018-2029
            6.5.2 China Machine Learning Accelerator Market Size, 2018-2029
            6.5.3 Japan Machine Learning Accelerator Market Size, 2018-2029
            6.5.4 South Korea Machine Learning Accelerator Market Size, 2018-2029
            6.5.5 Southeast Asia Machine Learning Accelerator Market Size, 2018-2029
            6.5.6 India Machine Learning Accelerator Market Size, 2018-2029
        6.6 South America
            6.6.1 By Country - South America Machine Learning Accelerator Revenue, 2018-2029
            6.6.2 Brazil Machine Learning Accelerator Market Size, 2018-2029
            6.6.3 Argentina Machine Learning Accelerator Market Size, 2018-2029
        6.7 Middle East & Africa
            6.7.1 By Country - Middle East & Africa Machine Learning Accelerator Revenue, 2018-2029
            6.7.2 Turkey Machine Learning Accelerator Market Size, 2018-2029
            6.7.3 Israel Machine Learning Accelerator Market Size, 2018-2029
            6.7.4 Saudi Arabia Machine Learning Accelerator Market Size, 2018-2029
            6.7.5 UAE Machine Learning Accelerator Market Size, 2018-2029
    7 Machine Learning Accelerator Companies Profiles
        7.1 NVIDIA
            7.1.1 NVIDIA Company Summary
            7.1.2 NVIDIA Business Overview
            7.1.3 NVIDIA Machine Learning Accelerator Major Product Offerings
            7.1.4 NVIDIA Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.1.5 NVIDIA Key News & Latest Developments
        7.2 Intel
            7.2.1 Intel Company Summary
            7.2.2 Intel Business Overview
            7.2.3 Intel Machine Learning Accelerator Major Product Offerings
            7.2.4 Intel Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.2.5 Intel Key News & Latest Developments
        7.3 Google
            7.3.1 Google Company Summary
            7.3.2 Google Business Overview
            7.3.3 Google Machine Learning Accelerator Major Product Offerings
            7.3.4 Google Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.3.5 Google Key News & Latest Developments
        7.4 AMD
            7.4.1 AMD Company Summary
            7.4.2 AMD Business Overview
            7.4.3 AMD Machine Learning Accelerator Major Product Offerings
            7.4.4 AMD Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.4.5 AMD Key News & Latest Developments
        7.5 Xilinx
            7.5.1 Xilinx Company Summary
            7.5.2 Xilinx Business Overview
            7.5.3 Xilinx Machine Learning Accelerator Major Product Offerings
            7.5.4 Xilinx Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.5.5 Xilinx Key News & Latest Developments
        7.6 Graphcore
            7.6.1 Graphcore Company Summary
            7.6.2 Graphcore Business Overview
            7.6.3 Graphcore Machine Learning Accelerator Major Product Offerings
            7.6.4 Graphcore Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.6.5 Graphcore Key News & Latest Developments
        7.7 Habana Labs
            7.7.1 Habana Labs Company Summary
            7.7.2 Habana Labs Business Overview
            7.7.3 Habana Labs Machine Learning Accelerator Major Product Offerings
            7.7.4 Habana Labs Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.7.5 Habana Labs Key News & Latest Developments
        7.8 Cerebras Systems
            7.8.1 Cerebras Systems Company Summary
            7.8.2 Cerebras Systems Business Overview
            7.8.3 Cerebras Systems Machine Learning Accelerator Major Product Offerings
            7.8.4 Cerebras Systems Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.8.5 Cerebras Systems Key News & Latest Developments
        7.9 Cambricon Technologies
            7.9.1 Cambricon Technologies Company Summary
            7.9.2 Cambricon Technologies Business Overview
            7.9.3 Cambricon Technologies Machine Learning Accelerator Major Product Offerings
            7.9.4 Cambricon Technologies Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.9.5 Cambricon Technologies Key News & Latest Developments
        7.10 Wave Computing
            7.10.1 Wave Computing Company Summary
            7.10.2 Wave Computing Business Overview
            7.10.3 Wave Computing Machine Learning Accelerator Major Product Offerings
            7.10.4 Wave Computing Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.10.5 Wave Computing Key News & Latest Developments
        7.11 Groq
            7.11.1 Groq Company Summary
            7.11.2 Groq Business Overview
            7.11.3 Groq Machine Learning Accelerator Major Product Offerings
            7.11.4 Groq Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.11.5 Groq Key News & Latest Developments
        7.12 BrainChip
            7.12.1 BrainChip Company Summary
            7.12.2 BrainChip Business Overview
            7.12.3 BrainChip Machine Learning Accelerator Major Product Offerings
            7.12.4 BrainChip Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.12.5 BrainChip Key News & Latest Developments
        7.13 Mythic
            7.13.1 Mythic Company Summary
            7.13.2 Mythic Business Overview
            7.13.3 Mythic Machine Learning Accelerator Major Product Offerings
            7.13.4 Mythic Machine Learning Accelerator Revenue in Global Market (2018-2023)
            7.13.5 Mythic Key News & Latest Developments
    8 Conclusion
    9 Appendix
        9.1 Note
        9.2 Examples of Clients
        9.3 Disclaimer
    
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