市場調査レポート
商品コード
1077545

IoTテクノロジーの世界市場規模:ノードコンポーネント別、ソフトウェアソリューション別、プラットフォーム別、サービス別、エンドユーザー別、地域別の予測(2022年~2028年)

Global IoT Technology Market Size study, By Node Component, By Software Solution, By Platform, By Service, By End-Use, and Regional Forecasts 2022-2028

出版日: | 発行: Bizwit Research & Consulting LLP | ページ情報: 英文 | 納期: 2~3営業日

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価格
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IoTテクノロジーの世界市場規模:ノードコンポーネント別、ソフトウェアソリューション別、プラットフォーム別、サービス別、エンドユーザー別、地域別の予測(2022年~2028年)
出版日: 2022年05月15日
発行: Bizwit Research & Consulting LLP
ページ情報: 英文
納期: 2~3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

当レポートでは、世界のIoTテクノロジー市場について調査分析し、市場の概要とともに、ノードコンポーネント別・サービス別・エンドユーザー別などの予測、および競合情報を含む包括的な情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 世界のIoTテクノロジー市場の定義と範囲

第3章 世界のIoTテクノロジー市場力学

  • IoTテクノロジー市場の影響分析(2020年~2028年)

第4章 世界のIoTテクノロジー市場:業界分析

  • ポーターのファイブフォースモデル
  • PEST分析
  • 投資採用モデル
  • アナリストの推奨事項と結論
  • 主要投資機会
  • 主要成功戦略

第5章 リスク評価:COVID-19の影響

    • 業界に対するCOVID-19の全体的な影響の評価
    • COVID-19以前とCOVID-19後の市場シナリオ

第6章 世界のIoTテクノロジー市場:ノードコンポーネント別

  • 市場スナップショット
  • 世界のIoTテクノロジー市場:ノードコンポーネント別、実績 - 潜在的分析
  • 世界のIoTテクノロジー市場の推定と予測:ノードコンポーネント別(2018年~2028年)
  • IoTテクノロジー市場:サブセグメント分析
    • プロセッサー
    • コネクティビティIC
    • メモリデバイス
    • センサー
    • ロジックデバイス

第7章 世界のIoTテクノロジー市場:ソフトウェアソリューション別

  • 市場スナップショット
  • 世界のIoTテクノロジー市場:ソフトウェアソリューション別、実績 - 潜在的分析
  • 世界のIoTテクノロジー市場の推定と予測:ソフトウェアソリューション別(2018年~2028年)
  • IoTテクノロジー市場:サブセグメント分析
    • データ管理
    • リアルタイムストリーミング分析
    • ネットワーク帯域制御
    • 遠隔監視
    • セキュリティソリューション

第8章 世界のIoTテクノロジー市場:プラットフォーム別

  • 市場スナップショット
  • 世界のIoTテクノロジー市場:プラットフォーム別、実績 - 潜在的分析
  • 世界のIoTテクノロジー市場の推定と予測:プラットフォーム別(2018年~2028年)
  • IoTテクノロジー市場:サブセグメント分析
    • 端末管理
    • アプリケーション管理
    • ネットワーク管理

第9章 世界のIoTテクノロジー市場:サービス別

  • 市場スナップショット
  • 世界のIoTテクノロジー市場:サービス別、実績 - 潜在的分析
  • 世界のIoTテクノロジー市場の推定と予測:サービス別(2018年~2028年)
  • IoTテクノロジー市場:サブセグメント分析
    • プロフェッショナルサービス
    • マネージドサービス

第10章 世界のIoTテクノロジー市場:エンドユーザー別

  • 市場スナップショット
  • 世界のIoTテクノロジー市場:エンドユーザー別、実績 - 潜在的分析
  • 世界のIoTテクノロジー市場の推定と予測:エンドユーザー別(2018年~2028年)
  • IoTテクノロジー市場:サブセグメント分析
    • 医療
    • 自動車・輸送
    • ビルディングオートメーション
    • 製造
    • 小売
    • BFSI
    • 石油・ガス
    • 農業
    • 航空宇宙・防衛
    • ウェアラブル端末
    • 家電

第11章 世界のIoTテクノロジー市場:地域分析

  • 地域市場のスナップショット
  • 北米
    • 米国
    • カナダ
  • 欧州のスナップショット
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • その他の欧州
  • アジア太平洋のスナップショット
    • 中国
    • インド
    • 日本
    • オーストラリア
    • 韓国
    • その他のアジア太平洋
  • ラテンアメリカのスナップショット
    • ブラジル
    • メキシコ
  • その他の地域

第12章 競合情報

  • 主要市場戦略
  • 企業プロファイル
    • Intel Corporation
    • Qualcomm Technologies, Inc.
    • Texas Instruments Incorporated
    • STMicroelectronics NV
    • IBM Corporation
    • Hewlett Packard Enterprise Company
    • Cisco Systems, Inc.
    • Microsoft Corporation
    • PTC, Inc.
    • Amazon Web Services, Inc.

第13章 調査プロセス

図表

LIST OF TABLES

  • TABLE 1. Global IoT Technology market, report scope
  • TABLE 2. Global IoT Technology market estimates & forecasts by Region 2018-2028 (USD Billion)
  • TABLE 3. Global IoT Technology market estimates & forecasts by Node Component 2018-2028 (USD Billion)
  • TABLE 4. Global IoT Technology market estimates & forecasts by Software Solution 2018-2028 (USD Billion)
  • TABLE 5. Global IoT Technology market estimates & forecasts by Platform 2018-2028 (USD Billion)
  • TABLE 6. Global IoT Technology market estimates & forecasts by Service 2018-2028 (USD Billion)
  • TABLE 7. Global IoT Technology market estimates & forecasts by End-Use 2018-2028 (USD Billion)
  • TABLE 8. Global IoT Technology market by segment, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 9. Global IoT Technology market by region, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 10. Global IoT Technology market by segment, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 11. Global IoT Technology market by region, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 12. Global IoT Technology market by segment, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 13. Global IoT Technology market by region, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 14. Global IoT Technology market by segment, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 15. Global IoT Technology market by region, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 16. Global IoT Technology market by segment, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 17. Global IoT Technology market by region, estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 18. U.S. IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 19. U.S. IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 20. U.S. IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 21. Canada IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 22. Canada IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 23. Canada IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 24. UK IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 25. UK IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 26. UK IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 27. Germany IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 28. Germany IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 29. Germany IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 30. RoE IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 31. RoE IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 32. RoE IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 33. China IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 34. China IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 35. China IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 36. India IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 37. India IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 38. India IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 39. Japan IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 40. Japan IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 41. Japan IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 42. RoAPAC IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 43. RoAPAC IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 44. RoAPAC IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 45. Brazil IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 46. Brazil IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 47. Brazil IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 48. Mexico IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 49. Mexico IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 50. Mexico IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 51. RoLA IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 52. RoLA IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 53. RoLA IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 54. Row IoT Technology market estimates & forecasts, 2018-2028 (USD Billion)
  • TABLE 55. Row IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 56. Row IoT Technology market estimates & forecasts by segment 2018-2028 (USD Billion)
  • TABLE 57. List of secondary sources, used in the study of global IoT Technology market
  • TABLE 58. List of primary sources, used in the study of global IoT Technology market
  • TABLE 59. Years considered for the study
  • TABLE 60. Exchange rates considered

LIST OF FIGURES

List of figures

  • FIG 1. Global IoT Technology market, research methodology
  • FIG 2. Global IoT Technology market, market estimation techniques
  • FIG 3. Global market size estimates & forecast methods
  • FIG 4. Global IoT Technology market, key trends 2021
  • FIG 5. Global IoT Technology market, growth prospects 2022-2028
  • FIG 6. Global IoT Technology market, porters 5 force model
  • FIG 7. Global IoT Technology market, pest analysis
  • FIG 8. Global IoT Technology market, value chain analysis
  • FIG 9. Global IoT Technology market by segment, 2019 & 2028 (USD Billion)
  • FIG 10. Global IoT Technology market by segment, 2019 & 2028 (USD Billion)
  • FIG 11. Global IoT Technology market by segment, 2019 & 2028 (USD Billion)
  • FIG 12. Global IoT Technology market by segment, 2019 & 2028 (USD Billion)
  • FIG 13. Global IoT Technology market by segment, 2019 & 2028 (USD Billion)
  • FIG 14. Global IoT Technology market, regional snapshot 2019 & 2028
  • FIG 15. North America IoT Technology market 2019 & 2028 (USD Billion)
  • FIG 16. Europe IoT Technology market 2019 & 2028 (USD Billion)
  • FIG 17. Asia pacific market 2019 & 2028 (USD Billion)
  • FIG 18. Latin America IoT Technology market 2019 & 2028 (USD Billion)
  • FIG 19. Global IoT Technology market, company market share analysis (2021)
目次

Global IoT Technology Market is valued approximately USD XX billion in 2021and is anticipated to grow with a healthy growth rate of more than XX% over the forecast period 2022-2028.

The Internet of things (IoT) technology can be described as the integration of software, sensors, processing ability, and other technologies with a physical object. This technology connects and exchanges data with other systems and devices with the help of the internet or other communications networks. The emergence of 5G communications technology, rising use of wireless smart sensors and networks, growing need for data centers, coupled with the increasing adoption of cloud platforms are the chief factors that are bolstering the market demand across the globe. For instance, according to Statista, in 2020, nearly 226 million mobile 5G subscriptions were recorded and it is expected the amount will increase and reach 3000 million by 2025. Thereby, the increasing penetration of 5G technology is propelling the demand for IoT technology in the near future. However, interoperability and lack of common standards, and unsettled concerns regarding the security and privacy of user data impede the growth of the market over the forecast period of 2022-2028. Also, rising government support for research and development of IoT technologies and the growing adoption of IoT in healthcare is anticipated to act as a catalyzing factor for the market demand during the forecast period.

The key regions considered for the global IoT Technology Market study include Asia Pacific, North America, Europe, Latin America, and the Rest of the World. North America is the leading region across the world in terms of market share owing to the rising investments in the R&D activities in the field of IoT by various public and private organizations and the adoption of emerging technologies. Whereas, Asia-Pacific is anticipated to exhibit the highest CAGR over the forecast period 2022-2028. Factors such as the rising proliferation of the internet, as well as the growth of the developing countries such as India, China, and Australia, would create lucrative growth prospects for the IoT Technology market across the Asia-Pacific region.

Major market players included in this report are:

  • Intel Corporation
  • Qualcomm Technologies, Inc.
  • Texas Instruments Incorporated
  • STMicroelectronics NV
  • IBM Corporation
  • Hewlett Packard Enterprise Company
  • Cisco Systems, Inc.
  • Microsoft Corporation
  • PTC, Inc.
  • Amazon Web Services, Inc.

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and Node Component offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Node Component:

  • Processor
  • Connectivity IC
  • Memory Device
  • Sensor
  • Logic Device

By Software Solution:

  • Data Management
  • Real-Time Streaming Analytics
  • Network Bandwidth Management
  • Remote Monitoring
  • Security Solution

By Platform:

  • Device Management
  • Application Management
  • Network Management

By Service:

  • Professional Services
  • Managed Services

By End-Use:

  • Healthcare
  • Automotive & Transportation
  • Building Automation
  • Manufacturing
  • Retail
  • BFSI
  • Oil & Gas
  • Agriculture
  • Aerospace & Defense
  • Wearable Devices
  • Consumer Electronics

By Region:

  • North America
    • U.S.
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Spain
    • Italy
    • ROE
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
    • RoAPAC
  • Latin America
    • Brazil
    • Mexico
  • Rest of the World

Furthermore, years considered for the study are as follows:

  • Historical year - 2018, 2019, 2020
  • Base year - 2021
  • Forecast period - 2022 to 2028

Target Audience of the Global IoT Technology Market in Market Study:

  • Key Consulting Companies & Advisors
  • Large, medium-sized, and small enterprises
  • Venture capitalists
  • Value-Added Resellers (VARs)
  • Third-party knowledge providers
  • Investment bankers
  • Investors

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2028 (USD Billion)
    • 1.2.1. Global IoT Technology Market, by Region, 2020-2028 (USD Billion)
    • 1.2.2. Global IoT Technology Market, by Node Component, 2020-2028 (USD Billion)
    • 1.2.3. Global IoT Technology Market, by Software Solution, 2020-2028 (USD Billion)
    • 1.2.4. Global IoT Technology Market, by Platform, 2020-2028 (USD Billion)
    • 1.2.5. Global IoT Technology Market, by Service, 2020-2028 (USD Billion)
    • 1.2.6. Global IoT Technology Market, by End-Use, 2020-2028 (USD Billion)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global IoT Technology Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Scope of the Study
    • 2.2.2. Industry Evolution
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global IoT Technology Market Dynamics

  • 3.1. IoT Technology Market Impact Analysis (2020-2028)
    • 3.1.1. Market Drivers
      • 3.1.1.1. Emergence of 5G communications technology
      • 3.1.1.2. Increasing necessity of data centers due to rising adoption of cloud platforms
    • 3.1.2. Market Challenges
      • 3.1.2.1. Interoperability and lack of common standards
      • 3.1.2.2. Unsettled concerns regarding security and privacy of user data
    • 3.1.3. Market Opportunities
      • 3.1.3.1. Rising government support for research and development of IoT technologies
      • 3.1.3.2. Growing adoption of IoT in healthcare

Chapter 4. Global IoT Technology Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
    • 4.1.6. Futuristic Approach to Porter's 5 Force Model (2018-2028)
  • 4.2. PEST Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
  • 4.3. Investment Adoption Model
  • 4.4. Analyst Recommendation & Conclusion
  • 4.5. Top investment opportunity
  • 4.6. Top winning strategies

Chapter 5. Risk Assessment: COVID-19 Impact

    • 5.1.1. Assessment of the overall impact of COVID-19 on the industry
    • 5.1.2. Pre COVID-19 and post COVID-19 market scenario

Chapter 6. Global IoT Technology Market, by Node Component

  • 6.1. Market Snapshot
  • 6.2. Global IoT Technology Market by Node Component, Performance - Potential Analysis
  • 6.3. Global IoT Technology Market Estimates & Forecasts by Node Component 2018-2028 (USD Billion)
  • 6.4. IoT Technology Market, Sub Segment Analysis
    • 6.4.1. Processor
    • 6.4.2. Connectivity IC
    • 6.4.3. Memory Device
    • 6.4.4. Sensor
    • 6.4.5. Logic Device

Chapter 7. Global IoT Technology Market, by Software Solution

  • 7.1. Market Snapshot
  • 7.2. Global IoT Technology Market by Software Solution, Performance - Potential Analysis
  • 7.3. Global IoT Technology Market Estimates & Forecasts by Software Solution 2018-2028 (USD Billion)
  • 7.4. IoT Technology Market, Sub Segment Analysis
    • 7.4.1. Data Management
    • 7.4.2. Real-Time Streaming Analytics
    • 7.4.3. Network Bandwidth Management
    • 7.4.4. Remote Monitoring
    • 7.4.5. Security Solution

Chapter 8. Global IoT Technology Market, by Platform

  • 8.1. Market Snapshot
  • 8.2. Global IoT Technology Market by Platform, Performance - Potential Analysis
  • 8.3. Global IoT Technology Market Estimates & Forecasts by Platform 2018-2028 (USD Billion)
  • 8.4. IoT Technology Market, Sub Segment Analysis
    • 8.4.1. Device Management
    • 8.4.2. Application Management
    • 8.4.3. Network Management

Chapter 9. Global IoT Technology Market, by Service

  • 9.1. Market Snapshot
  • 9.2. Global IoT Technology Market by Service, Performance - Potential Analysis
  • 9.3. Global IoT Technology Market Estimates & Forecasts by Service 2018-2028 (USD Billion)
  • 9.4. IoT Technology Market, Sub Segment Analysis
    • 9.4.1. Professional Services
    • 9.4.2. Managed Services

Chapter 10. Global IoT Technology Market, by End-Use

  • 10.1. Market Snapshot
  • 10.2. Global IoT Technology Market by End-Use, Performance - Potential Analysis
  • 10.3. Global IoT Technology Market Estimates & Forecasts by End-Use 2018-2028 (USD Billion)
  • 10.4. IoT Technology Market, Sub Segment Analysis
    • 10.4.1. Healthcare
    • 10.4.2. Automotive & Transportation
    • 10.4.3. Building Automation
    • 10.4.4. Manufacturing
    • 10.4.5. Retail
    • 10.4.6. BFSI
    • 10.4.7. Oil & Gas
    • 10.4.8. Agriculture
    • 10.4.9. Aerospace & Defense
    • 10.4.10. Wearable Devices
    • 10.4.11. Consumer Electronics

Chapter 11. Global IoT Technology Market, Regional Analysis

  • 11.1. IoT Technology Market, Regional Market Snapshot
  • 11.2. North America IoT Technology Market
    • 11.2.1. U.S. IoT Technology Market
      • 11.2.1.1. Node Component estimates & forecasts, 2018-2028
      • 11.2.1.2. Software Solution estimates & forecasts, 2018-2028
      • 11.2.1.3. Platform estimates & forecasts, 2018-2028
      • 11.2.1.4. Service estimates & forecasts, 2018-2028
      • 11.2.1.5. End-Use estimates & forecasts, 2018-2028
    • 11.2.2. Canada IoT Technology Market
  • 11.3. Europe IoT Technology Market Snapshot
    • 11.3.1. U.K. IoT Technology Market
    • 11.3.2. Germany IoT Technology Market
    • 11.3.3. France IoT Technology Market
    • 11.3.4. Spain IoT Technology Market
    • 11.3.5. Italy IoT Technology Market
    • 11.3.6. Rest of Europe IoT Technology Market
  • 11.4. Asia-Pacific IoT Technology Market Snapshot
    • 11.4.1. China IoT Technology Market
    • 11.4.2. India IoT Technology Market
    • 11.4.3. Japan IoT Technology Market
    • 11.4.4. Australia IoT Technology Market
    • 11.4.5. South Korea IoT Technology Market
    • 11.4.6. Rest of Asia Pacific IoT Technology Market
  • 11.5. Latin America IoT Technology Market Snapshot
    • 11.5.1. Brazil IoT Technology Market
    • 11.5.2. Mexico IoT Technology Market
  • 11.6. Rest of The World IoT Technology Market

Chapter 12. Competitive Intelligence

  • 12.1. Top Market Strategies
  • 12.2. Company Profiles
    • 12.2.1. Intel Corporation
      • 12.2.1.1. Key Information
      • 12.2.1.2. Overview
      • 12.2.1.3. Financial (Subject to Data Availability)
      • 12.2.1.4. Node Component Summary
      • 12.2.1.5. Recent Developments
    • 12.2.2. Qualcomm Technologies, Inc.
    • 12.2.3. Texas Instruments Incorporated
    • 12.2.4. STMicroelectronics NV
    • 12.2.5. IBM Corporation
    • 12.2.6. Hewlett Packard Enterprise Company
    • 12.2.7. Cisco Systems, Inc.
    • 12.2.8. Microsoft Corporation
    • 12.2.9. PTC, Inc.
    • 12.2.10. Amazon Web Services, Inc.

Chapter 13. Research Process

  • 13.1. Research Process
    • 13.1.1. Data Mining
    • 13.1.2. Analysis
    • 13.1.3. Market Estimation
    • 13.1.4. Validation
    • 13.1.5. Publishing
  • 13.2. Research Attributes
  • 13.3. Research Assumption