市場調査レポート
商品コード
1332777

合成データ生成:世界市場

Synthetic Data Generation: Global Markets

出版日: | 発行: BCC Research | ページ情報: 英文 67 Pages | 納期: 即納可能 即納可能とは

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=156.87円
合成データ生成:世界市場
出版日: 2023年08月14日
発行: BCC Research
ページ情報: 英文 67 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 図表
  • 目次
概要

当レポートでは、世界の合成データ生成の市場を調査し、市場概要、市場影響因子および市場機会の分析、市場規模の推移・予測、各種区分・地域別の詳細分析、新たな技術と開発の動向、ESGの展開、競合情勢、主要企業のプロファイルなどをまとめています。

目次

第1章 イントロダクション

第2章 サマリー・ハイライト

第3章 市場概要

  • 概要
  • 規制の枠組み
  • 合成データ生成ツール
  • 市場力学
  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 新たな技術と開発
  • GAN (敵対的生成ネットワーク)
  • DRLHF (Deep Reinforcement Learning from Human Feedback)
  • 変分オートエンコーダー

第4章 市場内訳:コンポーネント・展開・データタイプ・産業別

  • コンポーネント別
  • ソリューション
  • サービス
  • 展開別
  • クラウド
  • オンプレミス
  • データタイプ別
  • 表形式データ
  • テキストデータ
  • 画像・ビデオデータ
  • その他
  • 産業別
  • 銀行・金融サービス・保険(BFSI)
  • ヘルスケア
  • 小売・Eコマース
  • IT・通信
  • 製造
  • メディア・エンターテイメント
  • その他

第5章 市場内訳:地域別

  • 概要
  • 北米
  • 欧州
  • アジア太平洋
  • その他の地域

第6章 ESGの展開

  • 合成データ生成におけるESGの問題
  • 二酸化炭素排出量/環境への影響
  • 電気
  • 合成データ生成業界のESGパフォーマンス分析
  • ケーススタディ
  • BCCによる総論

第7章 競合情勢

  • 概要
  • 市場シェア分析
    • 最近の動向

第8章 企業プロファイル

  • AMAZON INC.
  • BROADCOM INC.
  • DATABRICKS
  • GOOGLE INC.
  • IBM CORP.
  • INFORMATICA INC.
  • MICROSOFT CORP.
  • MOSTLY AI SOLUTIONS MP GMBH
  • MPHASIS LTD.
  • NVIDIA CORP.
  • OPENAI LP
  • SOGETI(DIVISION OF CAPGEMINI GROUP)
  • SYNTHESIA LTD.

第9章 付録:略語

図表

List of Tables

  • Summary Table : Global Market for Synthetic Data Generation, by Region, Through 2028
  • Table 1 : Global Market for Synthetic Data Generation, by Component, Through 2028
  • Table 2 : Global Market for Synthetic Data Generation, by Deployment, Through 2028
  • Table 3 : Global Market for Synthetic Data Generation, by Data Type, Through 2028
  • Table 4 : Global Market for Synthetic Data Generation, by Industry, Through 2028
  • Table 5 : Global Market for Synthetic Data Generation, by Region, Through 2028
  • Table 6 : North American Market for Synthetic Data Generation, by Component, Through 2028
  • Table 7 : North American Market for Synthetic Data Generation, by Deployment, Through 2028
  • Table 8 : North American Market for Synthetic Data Generation, by Data Type, Through 2028
  • Table 9 : North American Market for Synthetic Data Generation, by Industry, Through 2028
  • Table 10 : North American Market for Synthetic Data Generation, by Country, Through 2028
  • Table 11 : European Market for Synthetic Data Generation, by Component, Through 2028
  • Table 12 : European Market for Synthetic Data Generation, by Deployment, Through 2028
  • Table 13 : European Market for Synthetic Data Generation, by Data Type, Through 2028
  • Table 14 : European Market for Synthetic Data Generation, by Industry, Through 2028
  • Table 15 : European Market for Synthetic Data Generation, by Country, Through 2028
  • Table 16 : Asia-Pacific Market for Synthetic Data Generation, by Component, Through 2028
  • Table 17 : Asia-Pacific Market for Synthetic Data Generation, by Deployment, Through 2028
  • Table 18 : Asia-Pacific Market for Synthetic Data Generation, by Data Type, Through 2028
  • Table 19 : Asia-Pacific Market for Synthetic Data Generation, by Industry, Through 2028
  • Table 20 : Asia-Pacific Market for Synthetic Data Generation, by Country, Through 2028
  • Table 21 : RoW Market for Synthetic Data Generation, by Component, Through 2028
  • Table 22 : RoW Market for Synthetic Data Generation, by Deployment, Through 2028
  • Table 23 : RoW Market for Synthetic Data Generation, by Data Type, Through 2028
  • Table 24 : RoW Market for Synthetic Data Generation, by Industry, Through 2028
  • Table 25 : RoW Market for Synthetic Data Generation, by Region, Through 2028
  • Table 26 : Environmental Metrics for the Synthetic Data Generation Industry
  • Table 27 : Social Metrics for the Synthetic Data Generation Market
  • Table 28 : Governance Metrics for the Synthetic Data Generation Market
  • Table 29 : Recent Developments in the Synthetic Data Generation Market,
  • Table 30 : Amazon Inc.: Products and Services
  • Table 31 : Amazon Inc.: Recent Developments
  • Table 32 : Broadcom Inc.: Products and Services
  • Table 33 : Databricks: Products and Services
  • Table 34 : Databricks: Recent Developments
  • Table 35 : Google Inc.: Products and Services
  • Table 36 : Google Inc.: Recent Developments
  • Table 37 : IBM Corp.: Products and Services
  • Table 38 : IBM Corp.: Recent Developments
  • Table 39 : Informatica Inc.: Products and Services
  • Table 40 : Informatica Inc.: Recent Developments
  • Table 41 : Microsoft Corp.: Products and Services
  • Table 42 : Microsoft Corp.: Recent Developments
  • Table 43 : Mostly AI: Products and Services
  • Table 44 : Mostly AI: Recent Developments
  • Table 45 : Mphasis Ltd.: Products and Services
  • Table 46 : Mphasis Ltd.: Recent Developments
  • Table 47 : Nvidia Corp.: Products and Services
  • Table 48 : Nvidia Corp.: Recent Developments
  • Table 49 : OpenAI LP: Products and Services
  • Table 50 : OpenAI LP: Recent Developments
  • Table 51 : Sogeti: Products and Services
  • Table 52 : Sogeti: Recent Developments
  • Table 53 : Synthesia Ltd.: Products and Services
  • Table 54 : Abbreviations Used in This Report

List of Figures

  • Summary Figure : Global Market Shares of Synthetic Data Generation, by Region, 2022
  • Figure 1 : Global Market Shares of Synthetic Data Generation, by Component, 2022
  • Figure 2 : Global Market Shares of Synthetic Data Generation, by Deployment, 2022
  • Figure 3 : Global Market Shares of Synthetic Data Generation, by Data Type, 2022
  • Figure 4 : Global Market Shares of Synthetic Data Generation, by Industry, 2022
  • Figure 5 : Global Market Shares of Synthetic Data Generation, by Region, 2022
  • Figure 6 : Market Share of Leading Companies, 2022
目次
Product Code: IFT287A

Highlights:

The report provides an overview on the current size and anticipated growth of the overall synthetic data generation market and its related segments. Using 2022 as the base year, the report provides estimated market data for 2023 through 2028. The report focuses on the drivers and challenges that affect the market and the vendor landscape and also covers the leading solution providers, trends in end-user preferences and geographic market opportunities. 

Report Scope:

The report provides an overview of the global market for synthetic data generation, and a detailed analysis of the products and strategies of the companies in the market. Using 2022 as the base year, the report provides estimated market data for 2023 through 2028. Revenue forecasts for this period are segmented based on component, deployment, data type, industry and region.

The report also focuses on the drivers and challenges that affect the market and the vendor landscape. The report looks at the current trends in the global market, and concludes with profiles of the major players in the market.

Report Includes:

  • 26 data tables and 29 additional tables
  • An overview of the global markets for synthetic data generation
  • Estimation of market size and analyses of global market trends, with data from 2022, estimates for 2023, and projections of compound annual growth rates (CAGRs) through 2028
  • Evaluation and forecast the synthetic data generation market size in dollar value terms, and corresponding market share analysis by component, deployment, data type, industry, and region
  • Assessment of the key drivers and constraints that will shape the market for synthetic data generation and discussion on the upcoming market opportunities and areas of focus to forecast the market into various segments and sub-segments
  • Identification of the companies best positioned to meet this demand because of their proprietary technologies, strategic alliances, or other advantages
  • Review of the key patent grants and new technologies in the synthetic data generation sector
  • Insight into the recent industry strategies, such as M&A deals, joint ventures, collaborations, and license agreements currently focused on synthetic data generation products and services
  • Company profiles of major players within the industry, including Amazon Inc., Google Inc., IBM Corp., and Microsoft Corp.

Table of Contents

Chapter 1 Introduction

  • Study Goals and Objectives
  • Reasons for Doing This Study
  • Scope of Report
  • Methodology
  • Information Sources
  • Geographic Breakdown

Chapter 2 Summary and Highlights

  • Market Outlook
  • Market Summary

Chapter 3 Market Overview

  • Overview
  • Regulatory Framework
  • Synthetic Data Generation Tools
  • Market Dynamics
  • Market Drivers
  • Market Restraints
  • Market Opportunities
  • Emerging Technologies and Developments
  • Generative Adversarial Networks
  • Deep Reinforcement Learning from Human Feedback (DRLHF)
  • Variational Autoencoders

Chapter 4 Market Breakdown by Component, Deployment, Data Type and Industry

  • Synthetic Data Generation Market by Component
  • Solutions
  • Services
  • Synthetic Data Generation Market by Deployment
  • Cloud
  • On-Premises
  • Synthetic Data Generation Market by Data Type
  • Tabular Data
  • Text Data
  • Image and Video Data
  • Other Data Types
  • Synthetic Data Generation Market by Industry
  • Banking, Financial Services and Insurance (BFSI)
  • Healthcare
  • Retail and E-commerce
  • IT and Telecommunications
  • Manufacturing
  • Media and Entertainment
  • Other Industries

Chapter 5 Market Breakdown by Region

  • Overview
  • North America
  • Europe
  • Asia-Pacific
  • Rest of the World

Chapter 6 ESG Developments

  • ESG Issues in Synthetic Data Generation
  • Carbon Footprint/Environmental Impact
  • Electricity
  • Synthetic Data Generation Industry ESG Performance Analysis
  • Case Study
  • Concluding Remarks from BCC Research

Chapter 7 Competitive Landscape

  • Overview
  • Market Share Analysis
    • Recent Developments

Chapter 8 Company Profiles

  • AMAZON INC.
  • BROADCOM INC.
  • DATABRICKS
  • GOOGLE INC.
  • IBM CORP.
  • INFORMATICA INC.
  • MICROSOFT CORP.
  • MOSTLY AI SOLUTIONS MP GMBH
  • MPHASIS LTD.
  • NVIDIA CORP.
  • OPENAI LP
  • SOGETI (DIVISION OF CAPGEMINI GROUP)
  • SYNTHESIA LTD.

Chapter 9 Appendix: Abbreviations