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임베디드 시스템용 머신러닝 & 뉴럴 네트워크 개발

Machine Learning & Neural Network Development for Embedded Systems

리서치사 VDC Research Group, Inc.
발행일 2019년 04월 상품 코드 907156
페이지 정보 영문 24 Pages; 9 Exhibits
가격
US $ 8,450 ₩ 10,199,000 Web Access - PDF & Excel (Standard Team License 1-5 Users)
US $ 10,563 ₩ 12,749,000 Web Access - PDF & Excel (Corporate License)


임베디드 시스템용 머신러닝 & 뉴럴 네트워크 개발 Machine Learning & Neural Network Development for Embedded Systems
발행일 : 2019년 04월 페이지 정보 : 영문 24 Pages; 9 Exhibits

본 상품은 영문 자료로 한글과 영문목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문목차를 참고해주시기 바랍니다.

첨단 IoT/임베디드 시스템 기능용 머신러닝 및 뉴럴 네트워크(Machine Learning & Neural Network) 개발의 커지는 역할과 기회에 주목하여 조사했으며, 벤더·산업·지역별 시장 역학의 정량/정성 분석, 최근의 인수합병(M&A)·최종사용자 동향·벤더 전략에 대해 전해드립니다.

1. 조사 개요

2. 주요 요약

3. 세계 시장 개요

4. 비교 예측 : 지역별

  • 지역 전망

5. 비교 예측 : 수직 시장별

  • 산업 자동화
  • 에너지 및 유틸리티
  • 자동차 탑재

6. 경쟁 구도

  • 벤더 인사이트

7. 최종사용자 인사이트

  • 성장 가능성
  • 게이트웨이에서 정지해야 하는가?

8. 부록과 정의

9. VDC Research에 대해

LSH 19.08.29

This research focuses on the growing role and opportunity for machine learning and neural network development for advanced IoT/embedded system functionality, quantifying and qualifying market dynamics by vendor, industry, region. It also includes an in-depth discussion of recent mergers and acquisitions, end-user trends, and vendor strategy.

WHAT QUESTIONS ARE ADDRESSED?

  • What is the current size of the market for embedded machine learning and neural network software and tools?
  • What share of the market is held by leading vendors, and what are their competitive advantages?
  • What has fueled recent mergers, integrations, and acquisitions? What impact will these restructurings have on the market?
  • How are embedded engineers deploying machine learning models and what do they expect to use in future deployments?

VENDORS LISTED IN THIS REPORT:

  • Amazon Web Services
  • Arm
  • Google Cloud
  • DataRobot
  • FogHorn
  • IBM
  • MathWorks
  • Microsoft Azure
  • NVIDIA
  • PTC
  • Siemens
  • VMWare
  • Xnor.AI

Table of Contents

Inside This Report

Executive Summary

Global Market Overview

  • Now You See Me

Comparative Forecasts by Region

  • Regional Outlook

Comparative Forecasts by Vertical Market

  • Industrial Automation
  • Energy & Utilities
  • Automotive In-Vehicle

Competitive Landscape

  • Vendor Insights

End-User Insights

  • Analytics Uptake has Room for Growth
  • The Buck Stops at the Gateway - Should It?

Appendix and Definitions

About VDC Research

List of Exhibits

  • Exhibit A: Typical ML System Software, Tools, and Infrastructure
  • Exhibit 1: Global Revenue of Embedded Machine Learning and Neural Network Software, Tools, and Related Services
  • Exhibit 2: Global Revenue of Embedded ML and NN Software, Tools, and Related Services, by Geographic Region
  • Exhibit 3A: Global Revenue of Embedded Machine Learning Software and Tools, by Vertical Market
  • Exhibit 3B: Global Revenue Share of Embedded Machine Learning Software and Tools, by Vertical Market
  • Exhibit 4: Global Revenue Share of Embedded ML Software and Tools Vendors, by Revenue Leaders
  • Exhibit 5: Use of IoT Cloud Services to Build Embedded/IoT Project
  • Exhibit 6: Types of IoT Cloud Services Used on Project
  • Exhibit 7: Percent of Overall Computation Being Done at Each Level of Full System, by Primary Application Processor
  • Exhibit 8: Types of Devices/Systems IoT Gateways Designed to Connect to in Project, by Vertical Market
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