한글목차

머신러닝 칩 시장은 2023-2028년 364억 3,870만 달러로 예측되며, 예측 기간 동안 36.5%의 CAGR로 성장할 것으로 예상됩니다. 이 보고서는 머신러닝 칩 시장에 대한 전반적인 분석, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더에 대한 벤더 분석 등의 정보를 전해드립니다.

현재 시장 시나리오, 최신 동향 및 촉진요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 데이터센터의 머신러닝 칩 채택 증가, 스마트 시티에 대한 투자 확대, 자율주행 차량에 대한 머신러닝 칩의 시장 개척 및 통합이 시장을 주도하고 있습니다.

이 보고서는 향후 몇 년간 머신러닝 칩 시장 성장을 견인할 주요 요인 중 하나로 반도체 투자 증가를 꼽았습니다. 또한, AI 스타트업에 대한 투자 증가와 로봇 공학에서 SoC의 채택 확대가 시장의 큰 수요로 이어질 것으로 예상했습니다.

목차

제1장 주요 요약

• 시장 개요

제2장 시장 상황

• 시장 생태계
• 시장의 특징
• 밸류체인 분석

제3장 시장 규모 평가

• 시장 정의
• 시장 부문 분석
• 시장 규모 2023년
• 시장 전망 2023-2028년

제4장 시장 규모 실적

• 머신러닝 칩 세계 시장 2018-2022년
• 최종사용자별 부문 분석 2018-2022년
• 기술별 부문 분석 2018-2022년
• 지역별 부문 분석 2018-2022년
• 국가별 부문 분석 2018-2022년

제5장 Five Forces 분석

• Five Forces 요약
• 구매자의 교섭력
• 공급 기업의 교섭력
• 신규 참여업체의 위협
• 대체품의 위협
• 경쟁의 위협
• 시장 상황

제6장 시장 세분화 : 최종사용자별

• 시장 세분화
• 비교 : 최종사용자별
• BFSI : 시장 규모와 예측 2023-2028년
• IT와 통신 : 시장 규모와 예측 2023-2028년
• 미디어와 광고 : 시장 규모와 예측 2023-2028년
• 기타 : 시장 규모와 예측 2023-2028년
• 시장 기회 : 최종사용자별

제7장 시장 세분화 : 기술별

• 시장 세분화
• 비교 : 기술별
• 시스템온칩(SoC) : 시장 규모와 예측 2023-2028년
• 시스템 인 패키지 : 시장 규모와 예측 2023-2028년
• 멀티칩 모듈 : 시장 규모와 예측 2023-2028년
• 기타 : 시장 규모와 예측 2023-2028년
• 시장 기회 : 기술별

제8장 고객 상황

• 고객 상황 개요

제9장 지역별 상황

• 지역별 세분화
• 비교 : 지역별
• 북미 : 시장 규모와 예측 2023-2028년
• 유럽 : 시장 규모와 예측 2023-2028년
• 아시아태평양 : 시장 규모와 예측 2023-2028년
• 남미 : 시장 규모와 예측 2023-2028년
• 중동 및 아프리카 : 시장 규모와 예측 2023-2028년
• 미국 : 시장 규모와 예측 2023-2028년
• 중국 : 시장 규모와 예측 2023-2028년
• 영국 : 시장 규모와 예측 2023-2028년
• 독일 : 시장 규모와 예측 2023-2028년
• 대만 : 시장 규모와 예측 2023-2028년
• 시장 기회 : 지역 상황별

제10장 촉진요인, 과제, 기회, 억제요인

• 시장 성장 촉진요인
• 시장 과제
• 성장 촉진요인과 과제의 영향
• 시장 기회·억제요인

제11장 경쟁 상황

• 개요
• 경쟁 상황
• 혼란 상황
• 업계 리스크

제12장 경쟁 분석

• 기업 개요
• 기업의 시장 포지셔닝
• Advanced Micro Devices Inc.
• Alphabet Inc.
• Broadcom Inc.
• Cerebras
• Graphcore Ltd.
• Huawei Technologies Co. Ltd.
• Intel Corp.
• International Business Machines Corp.
• MediaTek Inc.
• NVIDIA Corp.
• NXP Semiconductors NV
• Qualcomm Inc.
• Samsung Electronics Co. Ltd.
• Taiwan Semiconductor Manufacturing Co. Ltd.
• Tesla Inc.

제13장 부록

영문목차

The machine learning chips market is forecasted to grow by USD 36438.7 mn during 2023-2028, accelerating at a CAGR of 36.5% during the forecast period. The report on the machine learning chips market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing adoption of machine learning chips in data centers, growing investment in smart cities, and development and integration of machine learning chips in autonomous vehicles.

Technavio's machine learning chips market is segmented as below:

By End-user

• BFSI
• IT and telecom
• Media and advertising
• Others

By Technology

• System-on-chip (SOC)
• System-in-package
• Multi-chip module
• Others

By Geographical Landscape

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

This study identifies the increasing investments in semiconductors as one of the prime reasons driving the machine learning chips market growth during the next few years. Also, increasing investments in AI startups and growing adoption of socs in robotics will lead to sizable demand in the market.

The report on the machine learning chips market covers the following areas:

• Machine learning chips market sizing
• Machine learning chips market forecast
• Machine learning chips market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading machine learning chips market vendors that include Advanced Micro Devices Inc., Alphabet Inc., Baidu Inc., Broadcom Inc., Cerebras, Fujitsu Ltd., Graphcore Ltd., Huawei Technologies Co. Ltd., Intel Corp., International Business Machines Corp., MediaTek Inc., Microchip Technology Inc., NVIDIA Corp., NXP Semiconductors NV, Qualcomm Inc., SambaNova Systems Inc., Samsung Electronics Co. Ltd., SenseTime Group Inc., Taiwan Semiconductor Manufacturing Co. Ltd., and Tesla Inc.. Also, the machine learning chips market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Market Segmentation by Technology
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Machine Learning Chips Market 2018 - 2022
  • Historic Market Size - Data Table on Global Machine Learning Chips Market 2018 - 2022 ($ million)
• 4.2 End-user segment analysis 2018 - 2022
  • Historic Market Size - End-user Segment 2018 - 2022 ($ million)
• 4.3 Technology segment analysis 2018 - 2022
  • Historic Market Size - Technology Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
  • Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by End-user

• 6.1 Market segments
  • Chart on End-user - Market share 2023-2028 (%)
  • Data Table on End-user - Market share 2023-2028 (%)
• 6.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 6.3 BFSI - Market size and forecast 2023-2028
  • Chart on BFSI - Market size and forecast 2023-2028 ($ million)
  • Data Table on BFSI - Market size and forecast 2023-2028 ($ million)
  • Chart on BFSI - Year-over-year growth 2023-2028 (%)
  • Data Table on BFSI - Year-over-year growth 2023-2028 (%)
• 6.4 IT and telecom - Market size and forecast 2023-2028
  • Chart on IT and telecom - Market size and forecast 2023-2028 ($ million)
  • Data Table on IT and telecom - Market size and forecast 2023-2028 ($ million)
  • Chart on IT and telecom - Year-over-year growth 2023-2028 (%)
  • Data Table on IT and telecom - Year-over-year growth 2023-2028 (%)
• 6.5 Media and advertising - Market size and forecast 2023-2028
  • Chart on Media and advertising - Market size and forecast 2023-2028 ($ million)
  • Data Table on Media and advertising - Market size and forecast 2023-2028 ($ million)
  • Chart on Media and advertising - Year-over-year growth 2023-2028 (%)
  • Data Table on Media and advertising - Year-over-year growth 2023-2028 (%)
• 6.6 Others - Market size and forecast 2023-2028
  • Chart on Others - Market size and forecast 2023-2028 ($ million)
  • Data Table on Others - Market size and forecast 2023-2028 ($ million)
  • Chart on Others - Year-over-year growth 2023-2028 (%)
  • Data Table on Others - Year-over-year growth 2023-2028 (%)
• 6.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Technology

• 7.1 Market segments
  • Chart on Technology - Market share 2023-2028 (%)
  • Data Table on Technology - Market share 2023-2028 (%)
• 7.2 Comparison by Technology
  • Chart on Comparison by Technology
  • Data Table on Comparison by Technology
• 7.3 System-on-chip (SoC) - Market size and forecast 2023-2028
  • Chart on System-on-chip (SoC) - Market size and forecast 2023-2028 ($ million)
  • Data Table on System-on-chip (SoC) - Market size and forecast 2023-2028 ($ million)
  • Chart on System-on-chip (SoC) - Year-over-year growth 2023-2028 (%)
  • Data Table on System-on-chip (SoC) - Year-over-year growth 2023-2028 (%)
• 7.4 System-in-package - Market size and forecast 2023-2028
  • Chart on System-in-package - Market size and forecast 2023-2028 ($ million)
  • Data Table on System-in-package - Market size and forecast 2023-2028 ($ million)
  • Chart on System-in-package - Year-over-year growth 2023-2028 (%)
  • Data Table on System-in-package - Year-over-year growth 2023-2028 (%)
• 7.5 Multi-chip module - Market size and forecast 2023-2028
  • Chart on Multi-chip module - Market size and forecast 2023-2028 ($ million)
  • Data Table on Multi-chip module - Market size and forecast 2023-2028 ($ million)
  • Chart on Multi-chip module - Year-over-year growth 2023-2028 (%)
  • Data Table on Multi-chip module - Year-over-year growth 2023-2028 (%)
• 7.6 Others - Market size and forecast 2023-2028
  • Chart on Others - Market size and forecast 2023-2028 ($ million)
  • Data Table on Others - Market size and forecast 2023-2028 ($ million)
  • Chart on Others - Year-over-year growth 2023-2028 (%)
  • Data Table on Others - Year-over-year growth 2023-2028 (%)
• 7.7 Market opportunity by Technology
  • Market opportunity by Technology ($ million)
  • Data Table on Market opportunity by Technology ($ million)

8 Customer Landscape

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

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.11 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.12 Taiwan - Market size and forecast 2023-2028
  • Chart on Taiwan - Market size and forecast 2023-2028 ($ million)
  • Data Table on Taiwan - Market size and forecast 2023-2028 ($ million)
  • Chart on Taiwan - Year-over-year growth 2023-2028 (%)
  • Data Table on Taiwan - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
• 12.3 Advanced Micro Devices Inc.
  • Advanced Micro Devices Inc. - Overview
  • Advanced Micro Devices Inc. - Business segments
  • Advanced Micro Devices Inc. - Key news
  • Advanced Micro Devices Inc. - Key offerings
  • Advanced Micro Devices Inc. - Segment focus
• 12.4 Alphabet Inc.
  • Alphabet Inc. - Overview
  • Alphabet Inc. - Business segments
  • Alphabet Inc. - Key offerings
  • Alphabet Inc. - Segment focus
• 12.5 Broadcom Inc.
  • Broadcom Inc. - Overview
  • Broadcom Inc. - Business segments
  • Broadcom Inc. - Key news
  • Broadcom Inc. - Key offerings
  • Broadcom Inc. - Segment focus
• 12.6 Cerebras
  • Cerebras - Overview
  • Cerebras - Product / Service
  • Cerebras - Key offerings
• 12.7 Graphcore Ltd.
  • Graphcore Ltd. - Overview
  • Graphcore Ltd. - Product / Service
  • Graphcore Ltd. - Key offerings
• 12.8 Huawei Technologies Co. Ltd.
  • Huawei Technologies Co. Ltd. - Overview
  • Huawei Technologies Co. Ltd. - Product / Service
  • Huawei Technologies Co. Ltd. - Key news
  • Huawei Technologies Co. Ltd. - Key offerings
• 12.9 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
• 12.10 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
• 12.11 MediaTek Inc.
  • MediaTek Inc. - Overview
  • MediaTek Inc. - Product / Service
  • MediaTek Inc. - Key news
  • MediaTek Inc. - Key offerings
• 12.12 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
• 12.13 NXP Semiconductors NV
  • NXP Semiconductors NV - Overview
  • NXP Semiconductors NV - Product / Service
  • NXP Semiconductors NV - Key news
  • NXP Semiconductors NV - Key offerings
• 12.14 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
• 12.15 Samsung Electronics Co. Ltd.
  • Samsung Electronics Co. Ltd. - Overview
  • Samsung Electronics Co. Ltd. - Business segments
  • Samsung Electronics Co. Ltd. - Key news
  • Samsung Electronics Co. Ltd. - Key offerings
  • Samsung Electronics Co. Ltd. - Segment focus
• 12.16 Taiwan Semiconductor Manufacturing Co. Ltd.
  • Taiwan Semiconductor Manufacturing Co. Ltd. - Overview
  • Taiwan Semiconductor Manufacturing Co. Ltd. - Product / Service
  • Taiwan Semiconductor Manufacturing Co. Ltd. - Key news
  • Taiwan Semiconductor Manufacturing Co. Ltd. - Key offerings
• 12.17 Tesla Inc.
  • Tesla Inc. - Overview
  • Tesla Inc. - Business segments
  • Tesla Inc. - Key news
  • Tesla Inc. - Key offerings
  • Tesla Inc. - Segment focus

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
  • 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations