基于(关键地区、市场参与者、规模和份额)的人工智能芯片市场 - 到 2031 年的预测

  • Report Code : TIPEL00002486
  • Category : Electronics and Semiconductor
  • Status : Published
  • No. of Pages : 150
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2018年人工智能芯片市场估值为56.581亿美元,预计到2027年将达到832.527亿美元;预计 2019 年至 2027 年复合年增长率将达到 35.0%。

随着海量数据的可用性和云计算能力的巨大可扩展性,人工智能在过去几年已成为各行业的大趋势。在当今的数字世界中,信息是企业成功并保持可持续增长的关键。大多数行业,尤其是服务业,都深深依赖分析来为他们提供有用的业务见解,并使他们能够在市场上保持竞争力。企业一直在不断自动化其早期以编程或手动方式执行的业务流程。随着人工智能芯片的进步和特定应用定制芯片的引入,企业现在有能力收集实时分析并将数据转化为可行的见解。人工智能芯片市场中有许多人工智能用例正在各个垂直领域成功实施。

人工智能芯片的主要人工智能应用包括机器学习(ML)、自然语言处理(NLP)、专家系统、自动语音识别、人工智能规划和计算机视觉。

人工智能芯片市场利润丰厚的领域

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市场洞察–人工智能芯片市场

增加对人工智能芯片初创企业的投资将在预测期内推动市场

人工智能及其应用,例如机器学习和深度学习在过去几年中取得了巨大的发展。人工智能正在广泛应用于从云计算应用到数字助理和自动驾驶/自主车辆等众多领域。随着人工智能用例的不断增加和市场格局的不断变化,现有芯片的进步已成为必然。 AI主要应用于数据中心培训市场,其中NVIDIA是市场领导者。然而,针对特定应用的定制AI芯片以及边缘和数据中心推理的需求是AI芯片市场中快速增长的领域,许多新的初创公司正在进入这个市场

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细分市场洞察

根据细分市场,人工智能芯片市场分为数据中心/云和边缘应用。 2018年数据中心在全球市场份额中占据最大份额。目前人工芯片的主要应用是数据中心/云应用。数据中心的人工智能芯片用于训练和推理目的。训练是人工智能算法分析数据、学习然后使用该信息来响应现实世界问题的过程。在训练过程中,人工智能算法会分析大量数据。为了帮助开发者缩短AI技术开发流程,芯片制造商不仅要专注于提高处理器性能,还要提供包括硬件、框架和其他支持工具在内的整个生态系统

 

类型洞察

根据类型,人工智能芯片市场分为CPU、ASIC、GPU、FPGA等。 GPU类型细分市场在2018年全球市场份额中占据最大份额。目前在人工智能应用中,图形处理单元或GPU是使用最广泛的硬件。 GPU 的高并行性和内存带宽使其成为机器和深度学习应用程序(尤其是训练方面)最可行的选择。 GPU 最初用于加速图形渲染中执行的大量乘法和加法计算。随着高性能图形需求的增加,对强大GPU的需求也随之增长。

战略洞察

市场参与者关注新产品创新通过在产品中集成先进技术和功能来与竞争对手竞争。

  • 2019 年 3 月,AMD 与 ScaleMP 建立合作伙伴关系,启用 AMD 服务器OEM 制造商将创建具有 4 个、8 个以及最多 128 个处理器插槽、最多 8,192 个 CPU 和 256 TB 共享内存的系统。
  • 2018 年 7 月,Google 推出了微型新型 AI 芯片 Edge TPU,用于-设备机器学习。 Edge TPU 是 Google 专门构建的专用集成电路 (ASIC),旨在在边缘运行 AI。它以较小的物理和功耗提供高性能,支持在边缘部署高精度人工智能。

全球人工智能芯片市场细分如下:

人工智能芯片市场–按细分市场

  • 数据中心
  • 边缘

人工智能芯片市场——按类型

  • CPU
  • GPU
  • ASIC
  • FPGA
  • 其他

人工智能芯片市场 -按行业垂直划分

  • BFSI
  • 零售
  • 信息技术与电信
  • 汽车和工业交通
  • 医疗保健
  • 媒体与医疗娱乐
  • 其他

人工智能市场 - 按地理位置

  • 北美
      < li>美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 法国
    • 德国
    • 意大利
    • 俄罗斯
    • 英国
    • 欧洲其他地区
  • 亚洲太平洋地区(亚太地区)
    • 韩国
    • 中国
    • 印度
    • 澳大利亚
    • 日本
    • 亚太地区其他地区
  • 中东和中东地区非洲 (MEA)
    • 沙特阿拉伯
    • 阿联酋
    • 南非
    • 中东和非洲其他地区
  • 南美洲 (SAM)
    • 巴西
    • 阿根廷
    • 南美洲其他地区 (SAM)

人工智能芯片市场–公司简介

  • Advanced Micro Devices, Inc.
  • Google, Inc.
  • 华为科技有限公司
  • IBM
  • 英特尔公司
  • 美光科技公司
  • NVIDIA 公司
  • 高通公司
  • 三星电子有限公司
  • Xilinx, Inc.
Report Coverage
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
Segment Covered

This text is related
to segments covered.

Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
Country Scope

This text is related
to country scope.

The List of Companies - Artificial Intelligence Chip Market

  1. Advanced Micro Devices, Inc.
  2. Alphabet Inc. (Google)
  3. Huawei Technologies Co., Ltd.
  4. IBM Corporation
  5. Intel Corporation
  6. Micron technology, Inc.
  7. NVIDIA Corporation
  8. Qualcomm Incorporated
  9. Samsung electronics Co., Ltd.
  10. Xilinx, Inc.

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.

  1. Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

  • Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
  • Validates and strengthens in-house secondary research findings
  • Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  • Industry participants: VPs, business development managers, market intelligence managers and national sales managers
  • Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

  1. Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

  • Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

  • Country Level Data:

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  • Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

  • Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

  1. Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

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We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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