世界の機械学習チップ市場予測2022年-2027年

【英語タイトル】Machine Learning Chip Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2022-2027

IMARCが出版した調査資料(IMARC22JN477)・商品コード:IMARC22JN477
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・発行日:2022年3月
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・レポート言語:英語
・レポート形式:PDF
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❖ レポートの概要 ❖

IMARCでは世界の機械学習チップ市場規模が、2021年58.6億ドルから2027年330.2憶ドルに達し、2022年から2027年まで年平均31.20%成長すると予測しています。本調査レポートでは、機械学習チップの世界市場について調査し、序論、範囲・調査手法、エグゼクティブサマリー、イントロダクション、技術別(システムオンチップ(SoC)、システムインパッケージ、マルチチップモジュール、その他)分析、チップ種類別(GPU、ASIC、FPGA、CPU、その他)分析、産業別(金融、IT&通信、メディア&広告、小売、その他)分析、地域別分析、SWOT分析、バリューチェーン分析、ファイブフォース分析、価格分析、競争状況などの項目をまとめております。
・序論
・範囲・調査手法
・エグゼクティブサマリー
・イントロダクション
・世界の機械学習チップ市場規模:技術別(システムオンチップ(SoC)、システムインパッケージ、マルチチップモジュール、その他)
・世界の機械学習チップ市場規模:チップ種類別(GPU、ASIC、FPGA、CPU、その他)
・世界の機械学習チップ市場規模:産業別(金融、IT&通信、メディア&広告、小売、その他)
・世界の機械学習チップ市場規模:地域別
・SWOT分析
・バリューチェーン分析
・ファイブフォース分析
・価格分析
・競争状況

The global machine learning chip market reached a value of US$ 5.86 Billion in 2021. Looking forward, IMARC Group expects the market to reach a value of US$ 33.02 Billion by 2027 exhibiting a CAGR of 31.20% during 2022-2027. Keeping in mind the uncertainties of COVID-19, we are continuously tracking and evaluating the direct as well as the indirect influence of the pandemic on different end use industries. These insights are included in the report as a major market contributor.

Machine learning (ML) refers to a part of artificial intelligence (AI), which operates on experiential learning instead of programming for making decisions. ML chips are installed to improve intellectual property cores and enhance design and tool flows. They also help automate the tuning and routing of devices to improve the power, performance, and area (PPA) results through ML, analytics, and optimization. The hardware infrastructure of ML chips mainly consists of three components, storage, networking, and computing. Some of the standard ML chips include field-programmable gate arrays (FPGAs), application-specific integrated circuits (ASICs), and graphics processing units (GPUs). These chips are used for error prevention and cost-saving purposes across various industries, such as manufacturing, automotive, media and advertising, transportation, and finance.

Machine Learning Chip Market Trends:
The widespread utilization of AI in several industry verticals and the emergence of quantum computing are some of the main factors driving the global machine learning chip market growth. A significant expansion in the gaming industry has led to a shift from central processing units (CPUs) to graphics processing units (GPUs) for simultaneously performing various complex tasks, which is further contributing to the growth of the market. Apart from this, the establishment of smart infrastructure in corporate organizations and the commencement of smart city projects are fueling the market growth. The growing number of machine learning (ML) applications and the increasing demand for smart homes are providing an impetus to the market growth. Moreover, the emergence of the Internet-of-Things (IoT) and the rising development of human-like robots to reduce human intervention and errors are some of the other factors creating a positive outlook for the market across the globe.

Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global machine learning chip market, along with forecasts at the global, regional and country level from 2022-2027. Our report has categorized the market based on technology, chip type and industry vertical.

Breakup by Technology:
System-on-Chip (SoC)
System-in-Package
Multi-chip Module
Others

Breakup by Chip Type:
GPU
ASIC
FPGA
CPU
Others

Breakup by Industry Vertical:
BFSI
IT and Telecom
Media and Advertising
Retail
Healthcare
Automotive
Others

Breakup by Region:
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa

Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being Advanced Micro Devices Inc., Amazon Web Services Inc. (Amazon.com Inc.), Cerebras Inc., Google LLC, Graphcore, Intel Corporation, International Business Machines Corporation, NVIDIA Corporation, Qualcomm Incorporated, Samsung Electronics Co. Ltd. and Taiwan Semiconductor Manufacturing Company Limited. Key Questions Answered in This Report:
How has the global machine learning chip market performed so far and how will it perform in the coming years?
What has been the impact of COVID-19 on the global machine learning chip market?
What are the key regional markets?
What is the breakup of the market based on the technology?
What is the breakup of the market based on the chip type?
What is the breakup of the market based on the industry vertical?
What are the various stages in the value chain of the industry?
What are the key driving factors and challenges in the industry?
What is the structure of the global machine learning chip market and who are the key players?
What is the degree of competition in the industry?

❖ レポートの目次 ❖

1 Preface
2 Scope and Methodology
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
4.1 Overview
4.2 Key Industry Trends
5 Global Machine Learning Chip Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 Market Breakup by Technology
6.1 System-on-Chip (SoC)
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 System-in-Package
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 Multi-chip Module
6.3.1 Market Trends
6.3.2 Market Forecast
6.4 Others
6.4.1 Market Trends
6.4.2 Market Forecast
7 Market Breakup by Chip Type
7.1 GPU
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 ASIC
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 FPGA
7.3.1 Market Trends
7.3.2 Market Forecast
7.4 CPU
7.4.1 Market Trends
7.4.2 Market Forecast
7.5 Others
7.5.1 Market Trends
7.5.2 Market Forecast
8 Market Breakup by Industry Vertical
8.1 BFSI
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 IT and Telecom
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Media and Advertising
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Retail
8.4.1 Market Trends
8.4.2 Market Forecast
8.5 Healthcare
8.5.1 Market Trends
8.5.2 Market Forecast
8.6 Automotive
8.6.1 Market Trends
8.6.2 Market Forecast
8.7 Others
8.7.1 Market Trends
8.7.2 Market Forecast
9 Market Breakup by Region
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT Analysis
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 Value Chain Analysis
12 Porters Five Forces Analysis
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 Price Analysis
14 Competitive Landscape
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 Advanced Micro Devices Inc.
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.2 Amazon Web Services Inc. (Amazon.com Inc.)
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.2.3 SWOT Analysis
14.3.3 Cerebras Inc.
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.4 Google LLC
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 SWOT Analysis
14.3.5 Graphcore
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.6 Intel Corporation
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 International Business Machines Corporation
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.8 NVIDIA Corporation
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.9 Qualcomm Incorporated
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.10 Samsung Electronics Co. Ltd.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.11 Taiwan Semiconductor Manufacturing Company Limited
14.3.11.1 Company Overview
14.3.11.2 Product Portfolio

Figure 1: Global: Machine Learning Chip Market: Major Drivers and Challenges
Figure 2: Global: Machine Learning Chip Market: Sales Value (in Billion US$), 2016-2021
Figure 3: Global: Machine Learning Chip Market Forecast: Sales Value (in Billion US$), 2022-2027
Figure 4: Global: Machine Learning Chip Market: Breakup by Technology (in %), 2021
Figure 5: Global: Machine Learning Chip Market: Breakup by Chip Type (in %), 2021
Figure 6: Global: Machine Learning Chip Market: Breakup by Industry Vertical (in %), 2021
Figure 7: Global: Machine Learning Chip Market: Breakup by Region (in %), 2021
Figure 8: Global: Machine Learning Chip (System-on-Chip) Market: Sales Value (in Million US$), 2016 & 2021
Figure 9: Global: Machine Learning Chip (System-on-Chip) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 10: Global: Machine Learning Chip (System-in-Package) Market: Sales Value (in Million US$), 2016 & 2021
Figure 11: Global: Machine Learning Chip (System-in-Package) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 12: Global: Machine Learning Chip (Multi-chip Module) Market: Sales Value (in Million US$), 2016 & 2021
Figure 13: Global: Machine Learning Chip (Multi-chip Module) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 14: Global: Machine Learning Chip (Other Technologies) Market: Sales Value (in Million US$), 2016 & 2021
Figure 15: Global: Machine Learning Chip (Other Technologies) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 16: Global: Machine Learning Chip (GPU) Market: Sales Value (in Million US$), 2016 & 2021
Figure 17: Global: Machine Learning Chip (GPU) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 18: Global: Machine Learning Chip (ASIC) Market: Sales Value (in Million US$), 2016 & 2021
Figure 19: Global: Machine Learning Chip (ASIC) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 20: Global: Machine Learning Chip (FPGA) Market: Sales Value (in Million US$), 2016 & 2021
Figure 21: Global: Machine Learning Chip (FPGA) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 22: Global: Machine Learning Chip (CPU) Market: Sales Value (in Million US$), 2016 & 2021
Figure 23: Global: Machine Learning Chip (CPU) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 24: Global: Machine Learning Chip (Other Chip Types) Market: Sales Value (in Million US$), 2016 & 2021
Figure 25: Global: Machine Learning Chip (Other Chip Types) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 26: Global: Machine Learning Chip (BFSI) Market: Sales Value (in Million US$), 2016 & 2021
Figure 27: Global: Machine Learning Chip (BFSI) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 28: Global: Machine Learning Chip (IT and Telecom) Market: Sales Value (in Million US$), 2016 & 2021
Figure 29: Global: Machine Learning Chip (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 30: Global: Machine Learning Chip (Media and Advertising) Market: Sales Value (in Million US$), 2016 & 2021
Figure 31: Global: Machine Learning Chip (Media and Advertising) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 32: Global: Machine Learning Chip (Retail) Market: Sales Value (in Million US$), 2016 & 2021
Figure 33: Global: Machine Learning Chip (Retail) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 34: Global: Machine Learning Chip (Healthcare) Market: Sales Value (in Million US$), 2016 & 2021
Figure 35: Global: Machine Learning Chip (Healthcare) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 36: Global: Machine Learning Chip (Automotive) Market: Sales Value (in Million US$), 2016 & 2021
Figure 37: Global: Machine Learning Chip (Automotive) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 38: Global: Machine Learning Chip (Other Industry Verticals) Market: Sales Value (in Million US$), 2016 & 2021
Figure 39: Global: Machine Learning Chip (Other Industry Verticals) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 40: North America: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 41: North America: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 42: United States: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 43: United States: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 44: Canada: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 45: Canada: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 46: Asia-Pacific: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 47: Asia-Pacific: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 48: China: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 49: China: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 50: Japan: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 51: Japan: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 52: India: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 53: India: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 54: South Korea: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 55: South Korea: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 56: Australia: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 57: Australia: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 58: Indonesia: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 59: Indonesia: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 60: Others: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 61: Others: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 62: Europe: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 63: Europe: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 64: Germany: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 65: Germany: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 66: France: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 67: France: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 68: United Kingdom: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 69: United Kingdom: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 70: Italy: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 71: Italy: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 72: Spain: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 73: Spain: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 74: Russia: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 75: Russia: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 76: Others: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 77: Others: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 78: Latin America: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 79: Latin America: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 80: Brazil: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 81: Brazil: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 82: Mexico: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 83: Mexico: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 84: Others: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 85: Others: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 86: Middle East and Africa: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 87: Middle East and Africa: Machine Learning Chip Market: Breakup by Country (in %), 2021
Figure 88: Middle East and Africa: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 89: Global: Machine Learning Chip Industry: SWOT Analysis
Figure 90: Global: Machine Learning Chip Industry: Value Chain Analysis
Figure 91: Global: Machine Learning Chip Industry: Porter's Five Forces Analysis

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