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Edge Artificial Intelligence Chips Market Size, Share & Trends Analysis Report By Processor (CPU, GPU, ASIC), Device Type (Consumer, Enterprise Devices), Function (Training, Inference), By Region, And Segment Forecasts, 2020 - 2027

May 2020 | 100 pages | ID: E3D12C749FC7EN
Grand View Research, Inc.

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Edge Artificial Intelligence Chips Market Trends & Growth

The global edge artificial intelligence chips market size is expected to reach USD 9.5 billion by 2027, according to a new report by Grand View Research, Inc. The market is anticipated to register a CAGR of 21.3% from 2020 to 2027. Semiconductor companies are experiencing high demand for their existing chips with hardware serving as a differentiator in AI. Also, these companies are developing workload-specific (training and inference) AI accelerators. For instance, Apple has implemented a neural engine in its A11 Bionic chip’s processor to speed-up the third-party applications. The market is growing rapidly with the rising implementations of edge-based AI in smartphones and autonomous vehicles.

Demand for more efficient processors due to increasing data complexity and need for local data processing is encouraging the semiconductors industry to adopt edge-based artificial intelligence chips. With the rise in AI applications ranging from consumer devices to enterprise devices, adoption of edge AI-supported chips has been noted considerably. The market for consumer devices is much larger than that for enterprise devices because the enterprise edge-based AI chip market is newer. For instance, in July 2017, the first enterprise edge AI chip, named Neural Compute Stick (NCS), was introduced by the Intel Corporation.

Edge computing has been proven as the best choice for the inference function. Since the AI algorithm handles less amount of data and is required to generate responses more rapidly with inference, therefore, artificial intelligence at the edge is used for most data inference use-cases. For instance, self-driving cars and medical applications cannot transmit images to the cloud for processing as they require responses in a shorter period. With the rise in IoT devices, such as connected cars, demand for edge AI chips is anticipated to grow.

Edge Artificial Intelligence Chips Market Report Highlights
  • Considerable surge in connected cars and other IoT devices will create wide potential for manufacturers in market
  • Prominent companies, such as Alphabet Inc., are significantly involved in the integration of new AI capabilities, such as natural language dialogue, storytelling in their AI chips
  • Market players are focusing on providing advanced AI chips for edge computing which provides advanced features, such as visual intelligence, for better recognition and differentiation of locations, spaces, and objects
  • Market participants are undertaking strategic initiatives, including partnerships and mergers & acquisitions of tech-based startups providing innovative products to expand their outreach in the market
  • Some of the key companies areAdvanced Micro Devices, Inc.; Alphabet, Inc.; Intel Corp.; Qualcomm Technologies, Inc.; Apple, Inc.; Mythic Ltd.; Arm Ltd.; Samsung Electronics Co., Ltd.; NVIDIA Corp.; HiSilicon (Shanghai) Technologies Co., Ltd.; and Xilinx, Inc.
CHAPTER 1 METHODOLOGY AND SCOPE

1.1 Information Procurement and Research Scope
1.2 Information Analysis
1.3 Market formulation & data visualization
1.4 Market Scope and Assumptions
  1.4.1 Secondary Sources
  1.4.2 Primary Sources

CHAPTER 2 EXECUTIVE SUMMARY

2.1 Edge AI Chips - Industry Snapshot & Key Buying Criteria, 2016 - 2027
2.2 Global
  2.2.1 Global Edge AI Chips Market, 2016 - 2027
  2.2.2 Global Edge AI Chips Market, By Processor, 2016 - 2027
  2.2.3 Global Edge AI Chips Market, By Device Type, 2016 - 2027
  2.2.4 Global Edge AI Chips Market, By Function, 2016 - 2027
  2.2.5 Global Edge AI Chips Market, By Region, 2016 - 2027

CHAPTER 3 MARKET VARIABLES, TRENDS & SCOPE

3.1 Market Segmentation & Scope
3.2 Edge AI Chips - Penetration & growth prospect mapping
3.3 Edge AI Chips - Value ChAIn Analysis
3.4 Edge AI Chips Market Dynamics
  3.4.1 Market Drivers
    3.4.1.1 Surge in development of smart homes
    3.4.1.2 Rapid adoption of AI integration with most of the applications
    3.4.1.3 Rising demand of high-computing processors
  3.4.2 Market RestrAInt
    3.4.2.1 Lack of skilled workforce
3.5 Industry Analysis - Porter’s
  3.5.1 Supplier Power
  3.5.2 Buyer Power
  3.5.3 Substitution Threat
  3.5.4 Threat From New Entrant
  3.5.5 Competitive Rivalry
3.6 Edge AI Chips - PEST Analysis
  3.6.1 Political
  3.6.2 Economic
  3.6.3 Social
  3.6.4 Technological

CHAPTER 4 EDGE AI CHIPS MARKET: PROCESSOR ESTIMATES & TREND ANALYSIS

4.1 Edge AI Chips Market: Processor Movement Analysis
  4.1.1 CPU
    4.1.1.1. CPU Edge AI chips market, by Region, 2016 - 2027
      4.1.1.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)
  4.1.2 GPU
    4.1.2.1. GPU Edge AI chips market, by region, 2016 - 2027
      4.1.2.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)
  4.1.3 ASIC
    4.1.3.1. ASIC Edge AI chips market, by region, 2016 - 2027
      4.1.3.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)
  4.1.4 Others
    4.1.4.1. Others Edge AI chips market, by region, 2016 - 2027
      4.1.4.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)

CHAPTER 5 EDGE AI CHIPS MARKET: DEVICE TYPE ESTIMATES & TREND ANALYSIS

5.1 Edge AI Chips Market: Device Type Movement Analysis
  5.1.1 Consumer Devices
    5.1.1.1. Consumer Devices Edge AI chips market, BY Region, 2016 - 2027
      5.1.1.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)
  5.1.2 Enterprise Devices
    5.1.2.1. Enterprise Devices Edge AI chips market, by region, 2016 - 2027
      5.1.2.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)

CHAPTER 6 EDGE AI CHIPS MARKET: FUNCTION ESTIMATES & TREND ANALYSIS

6.1 Edge AI Chips Market: Function Movement Analysis
  6.1.1 TrAIning
    6.1.1.1. Training Edge AI chips market, BY Region, 2016 - 2027
      6.1.1.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)
  6.1.2 Inference
    6.1.2.1. Inference Edge AI chips market, by region, 2016 - 2027
      6.1.2.1.1. Market estimates and forecasts, 2016 - 2027 (USD Million)

CHAPTER 7 EDGE AI CHIPS MARKET: REGIONAL ESTIMATES & TREND ANALYSIS

7.1 Edge AI chips Market: Regional Movement Analysis
7.2 North Americas
  7.2.1 Regional Trends
  7.2.2 North America Edge AI Chips Market, 2016 - 2027
    7.2.2.1 North America Edge AI chips market by processor, 2016 - 2027 (USD Million)
    7.2.2.2 North America Edge AI chips market by device type, 2016 - 2027 (USD Million)
    7.2.2.3 North America Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.2.2.4 U.S. Edge AI chips market, 2016 - 2027
      7.2.2.4.1 U.S. Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.2.2.4.2 U.S. Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.2.2.4.3 U.S. Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.2.2.5 Canada Edge AI chips market, 2016 - 2027
      7.2.2.5.1 Canada Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.2.2.5.2 Canada Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.2.2.5.3 Canada Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.2.2.6 Mexico Edge AI chips market, 2016 - 2027
      7.2.2.6.1 Mexico Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.2.2.6.2 Mexico Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.2.2.6.3 Mexico Edge AI chips market by function, 2016 - 2027 (USD Million)
7.3 Europe
  7.3.1 REGIONAL TRENDS
  7.3.2 EUROPE EDGE AI CHIPS MARKET, 2016 - 2027
    7.3.2.1 Europe Edge AI chips market by processor, 2016 - 2027 (USD Million)
    7.3.2.2 Europe Edge AI chips market by device type, 2016 - 2027 (USD Million)
    7.3.2.3 Europe Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.3.2.4 U.K. Edge AI chips market, 2016 - 2027
      7.3.2.4.1 U.K. Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.3.2.4.2 U.K. Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.3.2.4.2 U.K. Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.3.2.5 Germany Edge AI chips market, 2016 - 2027
      7.3.2.5.1 Germany Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.3.2.5.2 Germany Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.3.2.5.3 Germany Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.3.2.6 France Edge AI chips market, 2016 - 2027
      7.3.2.6.1 France Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.3.2.6.2 France Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.3.2.6.3 France Edge AI chips market by function, 2016 - 2027 (USD Million)
7.4 Asia Pacific
  7.4.1 Regional Trends
  7.4.2 Asia Pacific Edge AI Chips Market, 2016 - 2027
    7.4.2.1 Asia Pacific Edge AI chips market by processor, 2016 - 2027 (USD Million)
    7.4.2.2 Asia Pacific Edge AI chips market by device type, 2016 - 2027 (USD Million)
    7.4.2.3 Asia Pacific Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.4.2.4 China Edge AI chips market, 2016 - 2027
      7.4.2.4.1 China Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.4.2.4.1 China Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.4.2.4.1 China Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.4.2.5 Japan Edge AI chips market, 2016 - 2027
      7.4.2.5.1 Japan Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.4.2.5.1 Japan Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.4.2.5.1 Japan Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.4.2.6 India Edge AI chips market, 2016 - 2027
      7.4.2.6.1 India Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.4.2.6.1 India Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.4.2.6.1 India Edge AI chips market by function, 2016 - 2027 (USD Million)
7.5 South America
  7.5.1 Regional Trends
  7.5.2 South America Edge AI Chips Market, 2016 - 2027
    7.5.2.1 South America Edge AI chips market by processor, 2016 - 2027 (USD Million)
    7.5.2.2 South America Edge AI chips market by device type, 2016 - 2027 (USD Million)
    7.5.2.3 South America Edge AI chips market by function, 2016 - 2027 (USD Million)
    7.5.2.4 Brazil Edge AI chips market, 2016 - 2027
      7.5.2.4.1 Brazil Edge AI chips market by processor, 2016 - 2027 (USD Million)
      7.5.2.4.2 Brazil Edge AI chips market by device type, 2016 - 2027 (USD Million)
      7.5.2.4.3 Brazil Edge AI chips market by function, 2016 - 2027 (USD Million)
7.6 Middle East & Africa (MEA)
  7.6.1 Regional Trends
  7.6.2 Mea Edge AI Chips Market, 2016 - 2027
    7.6.2.1 MEA Edge AI chips market by processor, 2016 - 2027 (USD Million)
    7.6.2.2 MEA Edge AI chips market by device type, 2016 - 2027 (USD Million)
    7.6.2.3 MEA Edge AI chips market by function, 2016 - 2027 (USD Million)

CHAPTER 8 COMPETITIVE LANDSCAPE

8.1 NVIDIA Corporation
  8.1.1 Company overview
  8.1.2 Financial performance
  8.1.3 Product benchmarking
  8.1.4 Recent developments
8.2 Advanced Micro Devices, Inc
  8.2.1 Company overview
  8.2.2 Financial performance
  8.2.3 Product benchmarking
  8.2.4 Recent developments
8.3 Alphabet Inc.
  8.3.1 Company overview
  8.3.2 Financial performance
  8.3.3 Product benchmarking
  8.3.4 Recent developments
8.4 Intel Corporation
  8.4.1 Company overview
  8.4.2 Financial performance
  8.4.3 Product benchmarking
  8.4.4 Recent developments
8.5 Apple Inc.
  8.5.1 Company overview
  8.5.2 Financial performance
  8.5.3 Product benchmarking
  8.5.4 Recent developments
8.6 Mythic Ltd.
  8.6.1 Company overview
  8.6.2 Product benchmarking
  8.6.3 Recent developments
8.7 Arm Limited
  8.7.1 Company overview
  8.7.2 Product benchmarking
  8.7.3 Recent developments
8.8 Samsung Electronics Co., Ltd.
  8.8.1 Company overview
  8.8.2 Financial performance
  8.8.3 Product benchmarking
  8.8.4 Recent developments
8.9 Xilinx Inc.
  8.9.1 Company overview
  8.9.2 Product benchmarking
  8.9.3 Recent developments
8.10 HiSilicon(ShanghAI) Technologies CO.,LIMITED
  8.10.1 Company overview
  8.10.2 Product benchmarking
  8.10.3 Recent developments

LIST OF TABLES

Table 1 Edge AI chips - Industry snapshot & key buying criteria, 2016 - 2027
Table 2 Global Edge AI chips market, 2016 - 2027 (USD Million)
Table 3 Global Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 4 Global Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 5 Global Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 6 Global Edge AI chips market estimates and forecasts by region, 2016 - 2027 (USD million)
Table 7 Edge AI chips market by CPU, 2016 - 2027 (USD Million)
Table 8 Edge AI chips market by GPU, 2016 - 2027 (USD Million)
Table 9 Edge AI chips market by ASIC, 2016 - 2027 (USD Million)
Table 10 Edge AI chips market by others, 2016 - 2027 (USD Million)
Table 11 Edge AI chips market by consumer devices, 2016 - 2027 (USD Million)
Table 12 Edge AI chips market by enterprise devices, 2016 - 2027 (USD Million)
Table 13 Edge AI chips market by trAIning, 2016 - 2027 (USD Million)
Table 14 Edge AI chips market by inference, 2016 - 2027 (USD Million)
Table 15 North America Edge AI chips market, 2016 - 2027 (USD Million)
Table 16 North America Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 17 North America Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 18 North America Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 19 U.S. Edge AI chips market, 2016 - 2027 (USD Million)
Table 20 U.S. Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 21 U.S. Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 22 U.S. Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 23 Canada Edge AI chips market, 2016 - 2027 (USD Million)
Table 24 Canada Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 25 Canada Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 26 Canada Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 27 Mexico Edge AI chips market, 2016 - 2027 (USD Million)
Table 28 Mexico Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 29 Mexico Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 30 Mexico Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 31 Europe Edge AI chips market, 2016 - 2027 (USD Million)
Table 32 Europe Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 33 Europe Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 34 Europe Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 35 U.K. Edge AI chips market, 2016 - 2027 (USD Million)
Table 36 U.K. Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 37 U.K. Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 38 U.K. Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 39 Germany Edge AI chips market, 2016 - 2027 (USD Million)
Table 40 Germany Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 41 Germany Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 42 Germany Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 43 France Edge AI chips market, 2016 - 2027 (USD Million)
Table 44 France Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 45 France Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 46 France Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 47 Asia Pacific Edge AI chips market, 2016 - 2027 (USD Million)
Table 48 Asia Pacific Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 49 Asia Pacific Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 50 Asia Pacific Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 51 China Edge AI chips market, 2016 - 2027 (USD Million)
Table 52 China Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 53 China Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 54 China Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 55 Japan Edge AI chips market, 2016 - 2027 (USD Million)
Table 56 Japan Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 57 Japan Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 58 Japan Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 59 India Edge AI chips market, 2016 - 2027 (USD Million)
Table 60 India Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 61 India Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 62 India Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 63 South America Edge AI chips market, 2016 - 2027 (USD Million)
Table 64 South America Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 65 South America Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 66 South America Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 67 Brazil Edge AI chips market, 2016 - 2027 (USD Million)
Table 68 Brazil Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 69 Brazil Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 70 Brazil Edge AI chips market by function, 2016 - 2027 (USD Million)
Table 71 MEA Edge AI chips market, 2016 - 2027 (USD Million)
Table 72 MEA Edge AI chips market by processor, 2016 - 2027 (USD Million)
Table 73 MEA Edge AI chips market by device type, 2016 - 2027 (USD Million)
Table 74 MEA Edge AI chips market by function, 2016 - 2027 (USD Million)
LIST OF FIGURES

Fig. 1 Research Process
Fig. 2 Market Formulation
Fig. 3 Market segmentation and scope
Fig. 4 Edge AI chips market, 2016 - 2027 (USD Million)
Fig. 5 Edge AI chips - Value chAIn analysis
Fig. 6 Penetration & growth prospect mapping
Fig. 7 Edge AI chips market dynamics
Fig. 8 Edge AI chips market share by processor, 2019 & 2027 (USD Million)
Fig. 9 Edge AI chips market share by device type, 2019 & 2027 (USD Million)
Fig. 10 Edge AI chips market share by function, 2019 & 2027 (USD Million)
Fig. 11 Edge AI Chips market: Regional outlook - key takeaways
Fig. 12 North America marketplace: Key takeaways
Fig. 13 Europe marketplace: Key takeaways
Fig. 14 Asia Pacific marketplace: Key takeaways
Fig. 15 South America marketplace: Key takeaways
Fig. 16 MEA marketplace: Key takeaways


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