Deep Learning Chips Market - North America, Europe, EMEA, APAC : US, Canada, China, Germany, UK - Forecast 2023-2027

Published: Oct 2023 Pages: 179 SKU: IRTNTR75372

Deep Learning Chips Market Size 2023-2027

The deep learning chips market size is estimated to increase by USD 16.52 billion and grow at a CAGR of 34.58% between 2022 and 2027. Several factors contribute to the market's growth, such as the increasing utilization of deep learning chips in autonomous vehicles, the expanding array of AI applications, and the uptick in deep learning chip adoption within data centers. However, challenges exist, including a shortage of technically proficient personnel for deep learning chip development, ethical concerns, and the significant manufacturing expenses associated with deep learning chips.

What will be the Size of the Market During the Forecast Period?

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Market Segmentation

This market report extensively covers market segmentation by technology (system-on-chip, system-in-package, multi-chip module, and others), end-user (BFSI, IT and telecom, media and advertising, and others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). It also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.

By Technology

The market share growth by the system-on-chip segment will be significant during the forecast period. SoC is becoming increasingly popular for its versatility, power, and efficiency in performing complex computational tasks. SoC is a highly integrated microchip that combines all the necessary components of a computer or other electronic system onto a single piece of silicon to perform essential functions, such as processing and communications. 

 

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The system-on-chip segment was valued at USD 831.25 million in 2017. The SoC is ideal for deep learning applications since it integrates CPUs, GPUs, and the necessary memory on a single chip. This integration provides a higher level of performance and energy efficiency, making it an attractive option for device manufacturers to power their products. The SoC is proving to be an essential technology for the deployment of deep learning technology across multiple markets, such as autonomous vehicles, healthcare, retail, and manufacturing. These industries require complex applications that can handle massive amounts of data and execute complex algorithms. The SoC is capable of this, given its powerful processing capabilities and efficiency. Such factors will increase the market growth during the forecast period.

By Region

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North America is estimated to contribute 35% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. The deep learning chip market in North America is witnessing rapid growth due to the emergence of new technologies in smart devices and the increasing demand for these applications in various industries, such as healthcare, retail, and automotive. One of the major factors driving the growth of the deep learning chip market in North America is the increasing use of deep learning algorithms for improving the accuracy of image, speech, and signal recognition. Such factors will increase the market growth in this region during the forecast period.

Market Dynamics and Customer Landscape

The market is experiencing robust growth, driven by several key factors that are shaping the landscape of AI hardware development and deployment.  One of the primary market drivers is the escalating demand for advanced AI hardware solutions across various industries. With the proliferation of artificial intelligence applications in sectors such as healthcare, finance, automotive, and retail, there is a growing need for specialized hardware accelerators tailored to support deep learning algorithms and neural network processing. This demand is fueling innovation and investment in AI chip technologies, driving the development of neural network processors, machine learning chips, and deep learning accelerators.

The market features a diverse array of chips tailored for different needs. GPU chips offer high parallel processing power, while CPU chips provide general-purpose computing. ASIC chips and FPGA chips excel in specific tasks and reconfigurability, respectively. High-performance computing chips cater to demanding applications, and embedded AI chips are ideal for edge devices. AI inference chips focus on executing trained models efficiently, whereas AI training chips are designed for model training. On-device AI chips bring AI capabilities to mobile and IoT devices. Neural processing units and AI co-processors enhance AI performance. These chips are pivotal in advancing AI chip integration, AI chip optimization, AI chip performance, AI chip scalability, AI chip efficiency, AI chip reliability, and AI chip security, fostering AI chip applications and use cases across industries. Continued AI chip innovations in the field are driving the market forward.

Key Market Driver

The rise in the adoption in autonomous vehicles is the key factor driving the growth of the global market. The growth of the market is driven by rapid development and investment in the implementation in self-driving cars. Many automotive companies recognize the importance of using the chips to achieve the highest level of automation in their vehicles, increasing the demand in this area. Achieving a high degree of automation (Level 4/5 automation), also known as full automation, requires the high computing power of the onboard processor.

Moreover, autonomous vehicles are integrated with advanced features such as ADASs, heads-up displays (HUDs), multimodal and intuitive user interfaces, and new-generation automotive cloud services. In ADASs, the deep learning concept has more advantages over traditional algorithms. For instance, deep learning helps in recognizing and detecting multiple objects, reduces power consumption, enables prediction and the recognition of objects, improves perception, and supports object classification. Thus, such factors are expected to increase the demand, which will drive the growth of the market during the forecast period.

Significant Market Trends

Recent development is the primary trend shaping the global market growth. They have evolved significantly recently, becoming more powerful and efficient. Additionally, developers are actively working on creating new architectures and optimizing algorithms to improve the performance of tasks such as image and speech recognition, natural language processing, and autonomous driving. These advances are making AI more accessible to a wide range of industries and applications, from healthcare to finance. 

For instance, in April 2021, Nvidia Corp. (NVIDIA) announced the launch of a new CPU named after computer scientist Grace Hopper. The Grace CPU is designed specifically for AI and high-performance computing workloads and is expected to be used in conjunction with Nvidias GPUs to create more powerful systems. Thus, the above-mentioned factors are expected to drive the growth of the market in focus during the forecast period.

Major Market Challenge

The high cost of manufacturing is a major challenge impeding the growth of the global deep-learning chips market. They are expensive to manufacture due to several factors, such as the need for special materials and processes. Cost is also driven by the complexity of the design and the high demands for accuracy and precision during manufacturing. One reason for the high cost is the use of advanced materials such as gallium nitride (GaN) and silicon carbide (SiC) required to reduce power consumption and improve performance. These materials are expensive and difficult to process, requiring specialized equipment and skilled personnel, increasing production costs. Another factor is the complexity of the designs, which requires a high level of expertise and precision in production.

As the chips become more sophisticated and complex, the manufacturing processes become more challenging, leading to higher production costs. Moreover, the demand is on the rise, leading to an increase in the cost of materials and equipment used in production. This demand has also led to a shortage of skilled personnel, which further drives up the cost of production. Thus, such factors are expected to hamper the growth of the market in focus during the forecast period.

Key Market Customer Landscape

The 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 report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their growth strategies.

Global Market Customer Landscape

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.: This company focuses on offering deep learning chips such as AMD Instinct MI200 and MI100 series accelerators.

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

  • Achronix Semiconductor Corp.
  • Alphabet Inc.
  • Amazon.com Inc.
  • Cerebras Systems Inc.
  • China Cambrian Technology Co. Ltd.
  • Flex Logix Technologies Inc.
  • Fujitsu Ltd.
  • Graphcore Ltd.
  • Groq Inc.
  • Intel Corp.
  • International Business Machines Corp.
  • MediaTek Inc.
  • NVIDIA Corp.
  • Qualcomm Inc.
  • Samsung Electronics Co. Ltd.

Qualitative and quantitative analysis of vendors 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 vendors as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize vendors as dominant, leading, strong, tentative, and weak.

Segment Overview

 The market research report provides comprehensive data (region wise segment analysis), with forecasts and estimates in "USD Million" for the period 2023-2027, as well as historical data from 2017-2021 for the following segments.

  • Technology Outlook 
    • System-on-Chip
    • System-in-Package
    • Multi-chip Module
    • Others
  • End-User Outlook 
    • BFSI
    • IT and telecom
    • Media and advertising
    • Others
  • Region Outlook 
    • North America
      • The U.S.
      • Canada
    • Europe
      • The 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

Market Analyst Overview

Furthermore, the market is witnessing a surge in demand for various types of chips, including artificial intelligence accelerators, edge computing chips, cloud computing chips, data center chips, neuromorphic computing chips, parallel processing chips, and low-power AI chips. These chips are designed to support the growing need for high-performance computing in deep learning applications, driving innovation in the field of AI. The market is witnessing a paradigm shift with the emergence of quantum computing chips, offering unparalleled processing capabilities. This complements the evolution in AI chip architectures, which are becoming more specialized and efficient. AI chip design and AI chip manufacturing are focusing on enhancing performance and reducing power consumption. AI chip Testing and AI chip validation ensure the reliability and functionality of these chips. Various AI chip vendors and AI chip startups are driving innovation in the field, expanding the scope of applications and AI chip use cases across industries. These advancements signify a bright future for AI chip innovations and their impact on technology.

Market Scope

Report Coverage

Details

Page number

179

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 34.58%

Market growth 2023-2027

USD 16.52 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

31.78

Regional analysis

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

Performing market contribution

North America at 35%

Key countries

US, China, Taiwan, Germany, and UK

Competitive landscape

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

Key companies profiled

Achronix Semiconductor Corp., Advanced Micro Devices Inc., Alphabet Inc., Amazon.com Inc., Cerebras Systems Inc., China Cambrian Technology Co. Ltd., Flex Logix Technologies Inc., Fujitsu Ltd., Graphcore Ltd., Groq Inc., Intel Corp., International Business Machines Corp., MediaTek Inc., NVIDIA Corp., Qualcomm Inc., Samsung Electronics Co. Ltd., Synopsys Inc., Syntiant Corp., Taiwan Semiconductor Manufacturing Co. Ltd., and ThinkForce

Market dynamics

Parent market analysis, Market forecasting, 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 Market Research Report?

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

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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 Technology
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • 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 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • 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 deep learning chips market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on global deep learning chips market 2017 - 2021 ($ million)
    • 4.2 Technology Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Technology Segment 2017 - 2021 ($ million)
    • 4.3 End-user Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – End-user Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    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 Technology

    • 6.1 Market segments
      • Exhibit 30: Chart on Technology - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Technology - Market share 2022-2027 (%)
    • 6.2 Comparison by Technology
      • Exhibit 32: Chart on Comparison by Technology
      • Exhibit 33: Data Table on Comparison by Technology
    • 6.3 System-on-Chip - Market size and forecast 2022-2027
      • Exhibit 34: Chart on System-on-Chip - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on System-on-Chip - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on System-on-Chip - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on System-on-Chip - Year-over-year growth 2022-2027 (%)
    • 6.4 System-in-Package - Market size and forecast 2022-2027
      • Exhibit 38: Chart on System-in-Package - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on System-in-Package - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on System-in-Package - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on System-in-Package - Year-over-year growth 2022-2027 (%)
    • 6.5 Multi-chip Module - Market size and forecast 2022-2027
      • Exhibit 42: Chart on Multi-chip Module - Market size and forecast 2022-2027 ($ million)
      • Exhibit 43: Data Table on Multi-chip Module - Market size and forecast 2022-2027 ($ million)
      • Exhibit 44: Chart on Multi-chip Module - Year-over-year growth 2022-2027 (%)
      • Exhibit 45: Data Table on Multi-chip Module - Year-over-year growth 2022-2027 (%)
    • 6.6 Others - Market size and forecast 2022-2027
      • Exhibit 46: Chart on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 47: Data Table on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 48: Chart on Others - Year-over-year growth 2022-2027 (%)
      • Exhibit 49: Data Table on Others - Year-over-year growth 2022-2027 (%)
    • 6.7 Market opportunity by Technology
      • Exhibit 50: Market opportunity by Technology ($ million)
      • Exhibit 51: Data Table on Market opportunity by Technology ($ million)

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 52: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 53: Data Table on End-user - Market share 2022-2027 (%)
    • 7.2 Comparison by End-user
      • Exhibit 54: Chart on Comparison by End-user
      • Exhibit 55: Data Table on Comparison by End-user
    • 7.3 BFSI - Market size and forecast 2022-2027
      • Exhibit 56: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
      • Exhibit 57: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
      • Exhibit 58: Chart on BFSI - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
    • 7.4 IT and telecom - Market size and forecast 2022-2027
      • Exhibit 60: Chart on IT and telecom - Market size and forecast 2022-2027 ($ million)
      • Exhibit 61: Data Table on IT and telecom - Market size and forecast 2022-2027 ($ million)
      • Exhibit 62: Chart on IT and telecom - Year-over-year growth 2022-2027 (%)
      • Exhibit 63: Data Table on IT and telecom - Year-over-year growth 2022-2027 (%)
    • 7.5 Media and advertising - Market size and forecast 2022-2027
      • Exhibit 64: Chart on Media and advertising - Market size and forecast 2022-2027 ($ million)
      • Exhibit 65: Data Table on Media and advertising - Market size and forecast 2022-2027 ($ million)
      • Exhibit 66: Chart on Media and advertising - Year-over-year growth 2022-2027 (%)
      • Exhibit 67: Data Table on Media and advertising - Year-over-year growth 2022-2027 (%)
    • 7.6 Others - Market size and forecast 2022-2027
      • Exhibit 68: Chart on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 69: Data Table on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 70: Chart on Others - Year-over-year growth 2022-2027 (%)
      • Exhibit 71: Data Table on Others - Year-over-year growth 2022-2027 (%)
    • 7.7 Market opportunity by End-user
      • Exhibit 72: Market opportunity by End-user ($ million)
      • Exhibit 73: Data Table on Market opportunity by End-user ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 74: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 75: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 76: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 77: Chart on Geographic comparison
      • Exhibit 78: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 79: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 80: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • 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 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 83: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 84: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 85: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 87: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 88: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 89: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 95: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 96: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 97: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 99: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 100: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 101: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 Germany - Market size and forecast 2022-2027
      • Exhibit 103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 105: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.10 China - Market size and forecast 2022-2027
      • Exhibit 107: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 108: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 109: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 110: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.11 UK - Market size and forecast 2022-2027
      • Exhibit 111: Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 112: Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 113: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 114: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.12 Taiwan - Market size and forecast 2022-2027
      • Exhibit 115: Chart on Taiwan - Market size and forecast 2022-2027 ($ million)
      • Exhibit 116: Data Table on Taiwan - Market size and forecast 2022-2027 ($ million)
      • Exhibit 117: Chart on Taiwan - Year-over-year growth 2022-2027 (%)
      • Exhibit 118: Data Table on Taiwan - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 119: Market opportunity by geography ($ million)
      • Exhibit 120: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 121: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 122: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 123: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 124: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 125: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 126: Matrix on vendor position and classification
            • 12.3 Advanced Micro Devices Inc.
              • Exhibit 127: Advanced Micro Devices Inc. - Overview
              • Exhibit 128: Advanced Micro Devices Inc. - Business segments
              • Exhibit 129: Advanced Micro Devices Inc. - Key news
              • Exhibit 130: Advanced Micro Devices Inc. - Key offerings
              • Exhibit 131: Advanced Micro Devices Inc. - Segment focus
            • 12.4 Alphabet Inc.
              • Exhibit 132: Alphabet Inc. - Overview
              • Exhibit 133: Alphabet Inc. - Business segments
              • Exhibit 134: Alphabet Inc. - Key news
              • Exhibit 135: Alphabet Inc. - Key offerings
              • Exhibit 136: Alphabet Inc. - Segment focus
            • 12.5 Amazon.com Inc.
              • Exhibit 137: Amazon.com Inc. - Overview
              • Exhibit 138: Amazon.com Inc. - Business segments
              • Exhibit 139: Amazon.com Inc. - Key news
              • Exhibit 140: Amazon.com Inc. - Key offerings
              • Exhibit 141: Amazon.com Inc. - Segment focus
            • 12.6 Cerebras Systems Inc.
              • Exhibit 142: Cerebras Systems Inc. - Overview
              • Exhibit 143: Cerebras Systems Inc. - Product / Service
              • Exhibit 144: Cerebras Systems Inc. - Key offerings
            • 12.7 China Cambrian Technology Co. Ltd.
              • Exhibit 145: China Cambrian Technology Co. Ltd. - Overview
              • Exhibit 146: China Cambrian Technology Co. Ltd. - Product / Service
              • Exhibit 147: China Cambrian Technology Co. Ltd. - Key offerings
            • 12.8 Fujitsu Ltd.
              • Exhibit 148: Fujitsu Ltd. - Overview
              • Exhibit 149: Fujitsu Ltd. - Business segments
              • Exhibit 150: Fujitsu Ltd. - Key news
              • Exhibit 151: Fujitsu Ltd. - Key offerings
              • Exhibit 152: Fujitsu Ltd. - Segment focus
            • 12.9 Graphcore Ltd.
              • Exhibit 153: Graphcore Ltd. - Overview
              • Exhibit 154: Graphcore Ltd. - Product / Service
              • Exhibit 155: Graphcore Ltd. - Key offerings
            • 12.10 Intel Corp.
              • Exhibit 156: Intel Corp. - Overview
              • Exhibit 157: Intel Corp. - Business segments
              • Exhibit 158: Intel Corp. - Key news
              • Exhibit 159: Intel Corp. - Key offerings
              • Exhibit 160: Intel Corp. - Segment focus
            • 12.11 International Business Machines Corp.
              • Exhibit 161: International Business Machines Corp. - Overview
              • Exhibit 162: International Business Machines Corp. - Business segments
              • Exhibit 163: International Business Machines Corp. - Key news
              • Exhibit 164: International Business Machines Corp. - Key offerings
              • Exhibit 165: International Business Machines Corp. - Segment focus
            • 12.12 MediaTek Inc.
              • Exhibit 166: MediaTek Inc. - Overview
              • Exhibit 167: MediaTek Inc. - Product / Service
              • Exhibit 168: MediaTek Inc. - Key news
              • Exhibit 169: MediaTek Inc. - Key offerings
            • 12.13 NVIDIA Corp.
              • Exhibit 170: NVIDIA Corp. - Overview
              • Exhibit 171: NVIDIA Corp. - Business segments
              • Exhibit 172: NVIDIA Corp. - Key news
              • Exhibit 173: NVIDIA Corp. - Key offerings
              • Exhibit 174: NVIDIA Corp. - Segment focus
            • 12.14 Qualcomm Inc.
              • Exhibit 175: Qualcomm Inc. - Overview
              • Exhibit 176: Qualcomm Inc. - Business segments
              • Exhibit 177: Qualcomm Inc. - Key news
              • Exhibit 178: Qualcomm Inc. - Key offerings
              • Exhibit 179: Qualcomm Inc. - Segment focus
            • 12.15 Samsung Electronics Co. Ltd.
              • Exhibit 180: Samsung Electronics Co. Ltd. - Overview
              • Exhibit 181: Samsung Electronics Co. Ltd. - Business segments
              • Exhibit 182: Samsung Electronics Co. Ltd. - Key news
              • Exhibit 183: Samsung Electronics Co. Ltd. - Key offerings
              • Exhibit 184: Samsung Electronics Co. Ltd. - Segment focus
            • 12.16 Syntiant Corp.
              • Exhibit 185: Syntiant Corp. - Overview
              • Exhibit 186: Syntiant Corp. - Product / Service
              • Exhibit 187: Syntiant Corp. - Key offerings
            • 12.17 Taiwan Semiconductor Manufacturing Co. Ltd.
              • Exhibit 188: Taiwan Semiconductor Manufacturing Co. Ltd. - Overview
              • Exhibit 189: Taiwan Semiconductor Manufacturing Co. Ltd. - Product / Service
              • Exhibit 190: Taiwan Semiconductor Manufacturing Co. Ltd. - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 191: Inclusions checklist
                • Exhibit 192: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 193: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 194: Research methodology
                • Exhibit 195: Validation techniques employed for market sizing
                • Exhibit 196: Information sources
              • 13.5 List of abbreviations
                • Exhibit 197: 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

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              • Analysis of derived insights

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              REPORT WRITING

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              • 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

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              • 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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