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Covid-19 Impact on Edge AI Processor Market , Global Research Reports 2020-2021

  • BMR3856772
  • 92 Pages
  • May 2020
  • Semiconductor and Electronics
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AI edge processing today is focused on moving the inference part of the AI workflow to the device, keeping data constrained to the device. There are several different reasons why AI processing is moving to the edge device, depending on the application. Privacy, security, cost, latency, and bandwidth all need to be considered when evaluating cloud versus edge processing. The impact of model compression techniques like Google’s Learn2Compress that enables squeezing large AI models into small hardware form factors is also contributing to the rise of AI edge processing. Federated learning and blockchain-based decentralized AI architectures are also part of the shift of AI processing to the edge with part of the training also likely to move to the edge. Depending on the AI application and device category, there are several hardware options for performing AI edge processing. These options include CPUs, GPUs, ASICs, FPGAs, and SoC accelerators.

This report provides a complete quantitative data and qualitative analysis on the global market for Edge AI Processor. Market size is analysed by country, product type, application, and competitors. Expanded coverage includes additional end-user industry breakdowns and in-depth producer profiles.

Prior to COVID-19, the global market for Edge AI Processor was anticipated to grow from US$ XX million in 2020 to US$ XX million by 2026; it is expected to grow at a CAGR of xx% during 2021–2026, whereas post-COVID-19 scenario, the market for Edge AI Processor is projected to grow from US$ XX million in 2020 (a change by ~XX% compared to market estimated for 2020 before the outbreak of COVID-19) to US$ XX billion by 2026; it is expected to grow at a CAGR of XX% during 2021–2026.

This report covers market size and forecasts of Edge AI Processor, including the following market information:

Global Edge AI Processor Market Size, 2019-2021, and 2020 (quarterly data), (US$ Million)

Global Edge AI Processor Market Size by Type and by Application, 2019-2021, and 2020 (quarterly data), (US$ Million)

Global Edge AI Processor Market Size by Region (and Key Countries), 2019-2021, and 2020 (quarterly data), (US$ Million)

Global Edge AI Processor Market Size by Company, 2019- 2020 (quarterly data), (US$ Million)

Key market players

Major competitors identified in this market include Amazon, Intel, Alibaba Cloud Computing Co. Ltd., Google, Inspur, Horizon Robotics, Microsoft, Huawei, CEVA, MediaTek, Spreadtrum Communications, etc.

Based on the Region:

Asia-Pacific (China, Japan, South Korea, India and ASEAN)

North America (US and Canada)

Europe (Germany, France, UK and Italy)

Rest of World (Latin America, Middle East & Africa)

Based on the Type:

Machine Learning

Natural Language Processing

Based on the Application:

Smart Home & City

Smart Driving

Industrial Automation

Video Surveillance

Drones

Other

1.1 Research Scope

1.2 Market Segmentation

1.3 Research Objectives

1.4 Research Methodology

1.4.1 Research Process

1.4.2 Data Triangulation

1.4.3 Research Approach

1.4.4 Base Year

1.5 Coronavirus Disease 2019 (Covid-19) Impact Will Have a Severe Impact on Global Growth

1.5.1 Covid-19 Impact: Global GDP Growth, 2019, 2020 and 2021 Projections

1.5.2 Covid-19 Impact: Commodity Prices Indices

1.5.3 Covid-19 Impact: Global Major Government Policy

1.6 The Covid-19 Impact on Edge AI Processor Industry

1.7 COVID-19 Impact: Edge AI Processor Market Trends

2 Global Edge AI Processor Quarterly Market Size Analysis

2.1 Edge AI Processor Business Impact Assessment - COVID-19

2.1.1 Global Edge AI Processor Market Size, Pre-COVID-19 and Post- COVID-19 Comparison, 2015-2026

2.2 Global Edge AI Processor Quarterly Market Size 2020-2021

2.3 COVID-19-Driven Market Dynamics and Factor Analysis

2.3.1 Drivers

2.3.2 Restraints

2.3.3 Opportunities

2.3.4 Challenges

3 Quarterly Competitive Assessment, 2020

3.1 By Players, Global Edge AI Processor Quarterly Market Size, 2019 VS 2020

3.2 By Players, Edge AI Processor Headquarters and Area Served

3.3 Date of Key Players Enter into Edge AI Processor Market

3.4 Key Players Edge AI Processor Product Offered

3.5 Mergers & Acquisitions, Expansion Plans

4 Impact of Covid-19 on Edge AI Processor Segments, By Type

4.1 Introduction

1.4.1 Machine Learning

1.4.2 Natural Language Processing

4.2 By Type, Global Edge AI Processor Market Size, 2019-2021

5 Impact of Covid-19 on Edge AI Processor Segments, By Application

5.1 Overview

5.5.1 Smart Home & City

5.5.2 Smart Driving

5.5.3 Industrial Automation

5.5.4 Video Surveillance

5.5.5 Drones

5.5.6 Other

5.2 By Application, Global Edge AI Processor Market Size, 2019-2021

5.2.1 By Application, Global Edge AI Processor Market Size by Application, 2019-2021

6 Geographic Analysis

6.1 Introduction

6.2 North America

6.2.1 Macroeconomic Indicators of US

6.2.2 US

6.2.3 Canada

6.3 Europe

6.3.1 Macroeconomic Indicators of Europe

6.3.2 Germany

6.3.3 France

6.3.4 UK

6.3.5 Italy

6.4 Asia-Pacific

6.4.1 Macroeconomic Indicators of Asia-Pacific

6.4.2 China

6.4.3 Japan

6.4.4 South Korea

6.4.5 India

6.4.6 ASEAN

6.5 Rest of World

6.5.1 Latin America

6.5.2 Middle East and Africa

7 Company Profiles

7.1 Amazon

7.1.1 Amazon Business Overview

7.1.2 Amazon Edge AI Processor Quarterly Revenue, 2020

7.1.3 Amazon Edge AI Processor Product Introduction

7.1.4 Amazon Response to COVID-19 and Related Developments

7.2 Intel

7.2.1 Intel Business Overview

7.2.2 Intel Edge AI Processor Quarterly Revenue, 2020

7.2.3 Intel Edge AI Processor Product Introduction

7.2.4 Intel Response to COVID-19 and Related Developments

7.3 Alibaba Cloud Computing Co. Ltd.

7.3.1 Alibaba Cloud Computing Co. Ltd. Business Overview

7.3.2 Alibaba Cloud Computing Co. Ltd. Edge AI Processor Quarterly Revenue, 2020

7.3.3 Alibaba Cloud Computing Co. Ltd. Edge AI Processor Product Introduction

7.3.4 Alibaba Cloud Computing Co. Ltd. Response to COVID-19 and Related Developments

7.4 Google

7.4.1 Google Business Overview

7.4.2 Google Edge AI Processor Quarterly Revenue, 2020

7.4.3 Google Edge AI Processor Product Introduction

7.4.4 Google Response to COVID-19 and Related Developments

7.5 Inspur

7.5.1 Inspur Business Overview

7.5.2 Inspur Edge AI Processor Quarterly Revenue, 2020

7.5.3 Inspur Edge AI Processor Product Introduction

7.5.4 Inspur Response to COVID-19 and Related Developments

7.6 Horizon Robotics

7.6.1 Horizon Robotics Business Overview

7.6.2 Horizon Robotics Edge AI Processor Quarterly Revenue, 2020

7.6.3 Horizon Robotics Edge AI Processor Product Introduction

7.6.4 Horizon Robotics Response to COVID-19 and Related Developments

7.7 Microsoft

7.7.1 Microsoft Business Overview

7.7.2 Microsoft Edge AI Processor Quarterly Revenue, 2020

7.7.3 Microsoft Edge AI Processor Product Introduction

7.7.4 Microsoft Response to COVID-19 and Related Developments

7.8 Huawei

7.8.1 Huawei Business Overview

7.8.2 Huawei Edge AI Processor Quarterly Revenue, 2020

7.8.3 Huawei Edge AI Processor Product Introduction

7.8.4 Huawei Response to COVID-19 and Related Developments

7.9 CEVA

7.9.1 CEVA Business Overview

7.9.2 CEVA Edge AI Processor Quarterly Revenue, 2020

7.9.3 CEVA Edge AI Processor Product Introduction

7.9.4 CEVA Response to COVID-19 and Related Developments

7.10 MediaTek

7.10.1 MediaTek Business Overview

7.10.2 MediaTek Edge AI Processor Quarterly Revenue, 2020

7.10.3 MediaTek Edge AI Processor Product Introduction

7.10.4 MediaTek Response to COVID-19 and Related Developments

7.11 Spreadtrum Communications

7.11.1 Spreadtrum Communications Business Overview

7.11.2 Spreadtrum Communications Edge AI Processor Quarterly Revenue, 2020

7.11.3 Spreadtrum Communications Edge AI Processor Product Introduction

7.11.4 Spreadtrum Communications Response to COVID-19 and Related Developments

8 Key Findings

9 Appendix

9.1 About US

9.2 Disclaimer

List of Tables

Table 1. Overview of the World Economic Outlook Projections

Table 2. Summary of World Real per Capita Output (Annual percent change; in international currency at purchasing power parity)

Table 3. European Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 4. Asian and Pacific Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 5. Western Hemisphere Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 6. Middle Eastern and Central Asian Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 7. Covid-19 Impact: Global Major Government Policy

Table 8. The Covid-19 Impact on Edge AI Processor Assessment

Table 9. COVID-19 Impact: Edge AI Processor Market Trends

Table 10. COVID-19 Impact Global Edge AI Processor Market Size

Table 11. Global Edge AI Processor Quarterly Market Size, 2020 (US$ Million)

Table 12. Global Edge AI Processor Market Size, Pre-COVID-19 and Post- COVID-19 Quarterly Comparison, 2020-2021 (US$ Million)

Table 13. Global Edge AI Processor Market Growth Drivers

Table 14. Global Edge AI Processor Market Restraints

Table 15. Global Edge AI Processor Market Opportunities

Table 16. Global Edge AI Processor Market Challenges

Table 17. By Players, Edge AI Processor Quarterly Revenue, 2019 VS 2020 (US$ Million)

Table 18. Key Players, Edge AI Processor Revenue Market Share, 2019 VS 2020 (%)

Table 19. Key Edge AI Processor Players Headquarters and Area Served

Table 20. Date of Key Players Enter into Edge AI Processor Market

Table 21. Key Players Edge AI Processor Product Type

Table 22. Mergers & Acquisitions, Expansion Plans

Table 23. By Players, Global Edge AI Processor Market Size 2019-2021, (US$ Million)

Table 24. Global Edge AI Processor Market Size by Application: 2019-2021 (US$ Million)

Table 25. Global Edge AI Processor Market Size by Region, 2019-2021 (US$ Million)

Table 26. By Country, North America Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 27. By Type, US Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 28. By Application, US Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 29. By Type, Canada Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 30. By Application, Canada Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 31. Macroeconomic Indicators of Europe (Germany, France, UK and Italy)

Table 32. By Country, Europe Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 33. By Type, Germany Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 34. By Application, Germany Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 35. By Type, France Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 36. By Application, France Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 37. By Type, UK Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 38. By Application, UK Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 39. By Type, Italy Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 40. By Application, Italy Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 41. Macroeconomic Indicators of Asia-Pacific (China, Japan, South Korea, India and ASEAN)

Table 42. By Region, Asia-Pacific Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 43. By Type, China Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 44. By Application, China Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 45. By Type, Japan Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 46. By Application, Japan Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 47. By Type, South Korea Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 48. By Application, South Korea Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 49. By Type, India Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 50. By Application, India Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 51. By Type, ASEAN Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 52. By Application, ASEAN Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 53. By Type, Latin America Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 54. By Application, Latin America Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 55. By Type, Middle East and Africa Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 56. By Application, Middle East and Africa Edge AI Processor Market Size, 2019-2021 (US$ Million)

Table 57. Amazon Business Overview

Table 58. Amazon Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 59. Amazon Edge AI Processor Product

Table 60. Amazon Response to COVID-19 and Related Developments

Table 61. Intel Business Overview

Table 62. Intel Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 63. Intel Edge AI Processor Product

Table 64. Intel Response to COVID-19 and Related Developments

Table 65. Alibaba Cloud Computing Co. Ltd. Business Overview

Table 66. Alibaba Cloud Computing Co. Ltd. Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 67. Alibaba Cloud Computing Co. Ltd. Edge AI Processor Product

Table 68. Alibaba Cloud Computing Co. Ltd. Response to COVID-19 and Related Developments

Table 69. Google Business Overview

Table 70. Google Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 71. Google Edge AI Processor Product

Table 72. Google Response to COVID-19 and Related Developments

Table 73. Inspur Business Overview

Table 74. Inspur Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 75. Inspur Edge AI Processor Product

Table 76. Inspur Response to COVID-19 and Related Developments

Table 77. Horizon Robotics Business Overview

Table 78. Horizon Robotics Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 79. Horizon Robotics Edge AI Processor Product

Table 80. Horizon Robotics Response to COVID-19 and Related Developments

Table 81. Microsoft Business Overview

Table 82. Microsoft Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 83. Microsoft Edge AI Processor Product

Table 84. Microsoft Response to COVID-19 and Related Developments

Table 85. Huawei Business Overview

Table 86. Huawei Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 87. Huawei Edge AI Processor Product

Table 88. Huawei Response to COVID-19 and Related Developments

Table 89. CEVA Business Overview

Table 90. CEVA Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 91. CEVA Edge AI Processor Product

Table 92. CEVA Response to COVID-19 and Related Developments

Table 93. MediaTek Business Overview

Table 94. MediaTek Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 95. MediaTek Edge AI Processor Product

Table 96. MediaTek Response to COVID-19 and Related Developments

Table 97. Spreadtrum Communications Business Overview

Table 98. Spreadtrum Communications Edge AI Processor Revenue (US$ Million), (Q1, Q2, Q3, Q4) Quarter 2020

Table 99. Spreadtrum Communications Edge AI Processor Product

Table 100. Spreadtrum Communications Response to COVID-19 and Related Developments

List of Figures

Figure 1. Edge AI Processor Product Picture

Figure 2. Edge AI Processor Market Segmentation

Figure 3. Research Objectives

Figure 4. Research Process

Figure 5. Data Triangulation

Figure 6. Research Approach

Figure 7. Commodity Prices-Metals Price Indices

Figure 8. Commodity Prices- Precious Metal Price Indices

Figure 9. Commodity Prices- Agricultural Raw Material Price Indices

Figure 10. Commodity Prices- Food and Beverage Price Indices

Figure 11. Commodity Prices- Fertilizer Price Indices

Figure 12. Commodity Prices- Energy Price Indices

Figure 13. G20+: Economic Policy Responses to COVID-19

Figure 14. Global Edge AI Processor Market Size, Pre-COVID-19 and Post- COVID-19 Comparison, 2015-2026 (US$ Million)

Figure 15. Global Edge AI Processor Market Size, Pre-COVID-19 and Post- COVID-19, Year-over-Year Growth Rate, 2015-2026 (%)

Figure 16. Global Edge AI Processor Market Size, Quarterly Growth, 2020-2021 (%)

Figure 17. Global Edge AI Processor Market Size, Market Share by Type, 2019 VS 2020 (%)

Figure 18. Global Edge AI Processor Market Size, Market Share by Application, 2019 VS 2020 (%)

Figure 19. Global Edge AI Processor Market Size Market Share by Region, 2019 VS 2020 (%)

Figure 20. United States Composite PMI and GDP

Figure 21. Eurozone Composite PMI and GDP

Figure 22. Eurozone Core v. Periphery PMI Output Indices

Figure 23. Core v. Periphery PMI Employment Indices

Figure 24. UK Composite PMI and GDP

Figure 25. Caixin China Composite Output Index

Figure 26. Caixin China General Services Business Activity Index

Figure 27. Japan Composite Output Index

Figure 28. South Korea Manufacturing PMI

Figure 29. India Composite Output Index

Figure 30. ASEAN Manufacturing PMI

Figure 31. By Region, Asia-Pacific Edge AI Processor Market Size Market Share, 2019-2021

 
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