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市場調查報告書

嵌入式邊緣人工智能 (AI) 硬件:不同於企業/雲的世界

Embedded & Edge AI Hardware: A Different World Than Enterprise/Cloud

出版商 VDC Research Group, Inc. 商品編碼 1014539
出版日期 內容資訊 英文 37 Pages; 19 Exhibits/Study; 335 Exhibits/Survey
商品交期: 最快1-2個工作天內
價格
嵌入式邊緣人工智能 (AI) 硬件:不同於企業/雲的世界 Embedded & Edge AI Hardware: A Different World Than Enterprise/Cloud
出版日期: 2021年05月31日內容資訊: 英文 37 Pages; 19 Exhibits/Study; 335 Exhibits/Survey
簡介

在嵌入式邊緣系統領域,我們目前正在快速響應新的人工智能 (AI) 工作負載,並正在努力開發超越雲領域的性能和解決方案能力。 AI的引入和利用已經在企業/數據中心環境中生根發芽,但在嵌入式系統中,數據類型、系統環境、客戶需求等被極大細分,這些都是各種不同的工作負載,正在推動嵌入式系統的市場增長。支持的高速計算架構。

本報告分析了全球嵌入式邊緣人工智能(AI)硬件市場的未來前景,並按產品細分和區域分析了市場的基本結構、最新情況和總體趨勢展望。我們將為您提供按行業細分的詳細趨勢、供應商之間的競爭態勢、最終用戶側選擇的趨勢和擴散前景、行業利益相關者面臨的挑戰和機遇等詳細信息。

要分析的供應商

ADLINK Technology, Advantech, AMD, Arm, Cadence, Comark, Dedicated Computing, Dell Technologies, Eurotech, Intel, Kalray, Kontron S & T, Lattice Semiconductor, Maxim Integrated, Microchip Technology, MSC Technologies (Avnet), NVIDIA,恩智浦、美超微、威盛、賽靈思

目錄

執行摘要

世界市場概覽

  • 全球嵌入式邊緣 AI 硬件出貨量:按外形尺寸(2019-2025 年)
  • 人工智能 (AI) 領域
  • 近期趨勢
  • 競爭形勢

區域市場預測

  • 嵌入式邊緣人工智能硬件的全球出貨量:按地區(2019-2025)

行業比較/預測

  • 嵌入式邊緣 AI 處理器的全球出貨量:按行業(2020 年)
  • 全球嵌入式邊緣 AI 板/模塊出貨量:按行業(2020 年)
  • 全球嵌入式邊緣 AI 系統/服務器出貨量:按行業(2020 年)
  • 汽車
  • 通訊/網絡
  • 工業自動化/工業控制
  • 新興市場

人工智能加速器的市場比較/預測

  • 全球嵌入式邊緣 AI 硬件出貨量:按加速器類型(2020 年)

競爭形勢

  • 全球嵌入式邊緣 AI 硬件出貨量:按主要供應商(2020 年)
  • 競爭形勢概覽
  • 考慮供應商

最終用戶的考慮

  • 人工智能 (AI) 滲透——突破臨界點
    • 機器學習/神經網絡在嵌入式/邊緣項目中的當前和未來使用趨勢
  • 成本和性能:AI 供應商選擇標準
    • 考慮 AI 供應商/集成商時最重要的因素
  • 人工智能 (AI) 學習/培訓:超越雲
    • 未來項目中機器學習模型的當前/未來訓練點

分析範圍/方法

報表定義

關於VDC Research

目錄

Inside This Report

Embedded and edge systems are rapidly increasing support for new AI workloads to boost application performance or solution capabilities beyond the cloud domain. While the adoption and use of AI is established in enterprise and datacenter environments, the high fragmentation of data types, system footprints, and customer requirements in the embedded market will drive the growth of a wide variety of accelerated computing architectures supporting big and small workloads.

Vendors Listed in this Report:

ADLINK Technology, Advantech, AMD, Arm, Cadence, Comark, Dedicated Computing, Dell Technologies, Eurotech, Intel, Kalray, Kontron S&T, Lattice Semiconductor, Maxim Integrated, Microchip Technology, MSC Technologies (Avnet), NVIDIA, NXP, Supermicro Computer, VIA Technologies, Xilinx.

Table of Contents

Executive Summary

Global Market Overview

  • Exhibit 1: Forecasted Global Shipments of Embedded and Edge AI Hardware Segmented by Form Factor, 2019-2025
  • Exhibit 2: AI Domains
  • Recent Developments
  • Competitive Landscape

Regional Forecasts

  • Exhibit 3: Forecasted Global Shipments of Embedded and Edge AI Hardware Segmented by Region, 2019-2025

Comparative Forecast by Vertical Market

  • Exhibit 4: Global Shipments of Embedded and Edge AI Processors Segmented by Vertical Market, 2020
  • Exhibit 5: Global Shipments of Embedded and Edge AI Boards and Modules Segmented by Vertical Market, 2020
  • Exhibit 6: Global Shipments of Embedded and Edge AI Systems and Servers Segmented by Vertical Market, 2020
  • Automotive
  • Communications and Networking
  • Industrial Automation and Control
  • Emerging Markets

Comparative Forecast by AI Accelerator

  • Exhibit 7: Forecasted Global Shipments of Embedded and Edge AI Hardware Segmented by Accelerator Type, 2020

Competitive Landscape

  • Exhibit 8: Global Shipments of Embedded and Edge AI Hardware Segmented by Leading Vendors, 2020
  • Competitive Landscape Overview
  • Vendor Insights

End-User Insights

  • AI Adoption has Hit Critical Mass
    • Exhibit 9: Current & Expected Use of Machine Learning/Neural Networks for Embedded and Edge Projects
  • Cost and Performance Drive AI Vendor Selection
    • Exhibit 10: Most Important Elements When Considering AI Vendors/Integrators
  • AI Learning/Training is Also Migrating Beyond the Cloud
    • Exhibit 11: Locations Where Machine Learning Models are Trained Currently and Expected in Future Projects

Scope and Methodology

Report Definitions

About VDC Research