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Global Edge Computing Services Market Report, History and Forecast 2026
Published Date: March 2020
|
Report Code: QYRE-Othe-4D194
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edge computing services market

Global Edge Computing Services Market Report, History and Forecast 2026

Code: QYRE-Othe-4D194
Report
March 2020
114 Pages
QYResearch
Region: Global,
Description
Table of Content
Tables & Figures

Edge Computing Services Market

The research report studies the Edge Computing Services market using different methodologies and analyses to provide accurate and in-depth information about the market. For a clearer understanding, it is divided into several parts to cover different aspects of the market. Each area is then elaborated to help the reader comprehend the growth potential of each region and its contribution to the global market. The researchers have used primary and secondary methodologies to collate the information in the report. They have also used the same data to generate the current market scenario. This report is aimed at guiding people towards an apprehensive, better, and clearer knowledge of the market.

GLOBAL EDGE COMPUTING SERVICES MARKET: DRIVERS AND RESTRAINTS

This section covers the various factors driving the global Edge Computing Services market. To understand the growth of the market it is important to analyze the various drivers present the market. It provides data by value and volume of different regions and their respective manufacturers. This data will elaborate on the market share occupied by them, predict their revenue concerning strategies, and how they will grow in the future. After explaining the drivers, the report further evaluates the new opportunities and current trends in the market.

Market restraints are factors hampering market growth. Studying these factors is equally pivotal as they help a reader need understand the weaknesses of the market.

 

GLOBAL EDGE COMPUTING SERVICES MARKET: SEGMENT ANALYSIS

The global Edge Computing Services market is split into two segments, type, and application. The product type briefs on the various types of products available in the market. The report also provides data for each product type by revenue for the forecast time period. It covers the price of each type of product. The other segment on the report, application, explains the various uses of the product and end-users. In the report, the researchers have also provided revenue according to the consumption of the product.

 

GLOBAL EDGE COMPUTING SERVICES MARKET: REGIONAL ANALYSIS

The major regions covered in the report are North America, Europe, China, Rest of Asia Pacific, Central & South America, Middle East & Africa, etc. It includes revenue analysis of each region for the year 2015 to 2026.

 

GLOBAL EDGE COMPUTING SERVICES MARKET: KEY PLAYERS

The report lists the major players in the regions and their respective market share on the basis of global revenue. It also explains their strategic moves in the past few years, investments in product innovation, and changes in leadership to stay ahead in the competition. This will give the reader an edge over others as a well-informed decision can be made looking at the holistic picture of the market.

 

BY THE TYPE, THE MARKET IS PRIMARILY SPLIT INTO

  • Hardware
  • Platform
  • Technology

 

BY THE APPLICATION, THIS REPORT COVERS THE FOLLOWING SEGMENTS

  • Manufacturing
  • Energy & Utilities
  • IT & Telecom
  • Healthcare & Life Sciences
  • Consumer Appliances

 

THE EDGE COMPUTING SERVICES KEY MANUFACTURERS IN THIS MARKET INCLUDE:

  • Cisco
  • HPE
  • Huawei
  • IBM
  • Dell Technologies
  • Nokia
  • Litmus Automation
  • FogHorn Systems
  • SixSq
  • MachineShop
  • Saguna Networks
  • Vapor IO
  • ADLINK
  • Altran
  • Axellio
TABLE OF CONTENT:

 

1 Market Overview of Edge Computing Services

    1.1 Edge Computing Services Market Overview

        1.1.1 Edge Computing Services Product Scope

        1.1.2 Market Status and Outlook

    1.2 Global Edge Computing Services Market Size Overview by Region 2015 VS 2020 VS 2026

    1.3 Global Edge Computing Services Market Size by Region (2015-2026)

    1.4 Global Edge Computing Services Historic Market Size by Region (2015-2020)

    1.5 Global Edge Computing Services Market Size Forecast by Region (2021-2026)

    1.6 Key Regions Edge Computing Services Market Size YoY Growth (2015-2026)

        1.6.1 North America Edge Computing Services Market Size YoY Growth (2015-2026)

        1.6.2 Europe Edge Computing Services Market Size YoY Growth (2015-2026)

        1.6.3 China Edge Computing Services Market Size YoY Growth (2015-2026)

        1.6.4 Rest of Asia Pacific Edge Computing Services Market Size YoY Growth (2015-2026)

        1.6.5 Latin America Edge Computing Services Market Size YoY Growth (2015-2026)

        1.6.6 Middle East & Africa Edge Computing Services Market Size YoY Growth (2015-2026)

2 Edge Computing Services Market Overview by Type

    2.1 Global Edge Computing Services Market Size by Type: 2015 VS 2020 VS 2026

    2.2 Global Edge Computing Services Historic Market Size by Type (2015-2020)

    2.3 Global Edge Computing Services Forecasted Market Size by Type (2021-2026)

    2.4 Hardware

    2.5 Platform

    2.6 Technology

3 Edge Computing Services Market Overview by Type

    3.1 Global Edge Computing Services Market Size by Application: 2015 VS 2020 VS 2026

    3.2 Global Edge Computing Services Historic Market Size by Application (2015-2020)

    3.3 Global Edge Computing Services Forecasted Market Size by Application (2021-2026)

    3.4 Manufacturing

    3.5 Energy & Utilities

    3.6 IT & Telecom

    3.7 Healthcare & Life Sciences

    3.8 Consumer Appliances

    3.9 Transportation & Logistics

 

4 Global Edge Computing Services Competition Analysis by Players

    4.1 Global Edge Computing Services Market Size (Million US$) by Players (2015-2020)

    4.2 Global Top Manufacturers by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Edge Computing Services as of 2019)

    4.3 Date of Key Manufacturers Enter into Edge Computing Services Market

    4.4 Global Top Players Edge Computing Services Headquarters and Area Served

    4.5 Key Players Edge Computing Services Product Solution and Service

    4.6 Competitive Status

        4.6.1 Edge Computing Services Market Concentration Rate

        4.6.2 Mergers & Acquisitions, Expansion Plans

 

5 Company (Top Players) Profiles and Key Data

    5.1 Cisco

        5.1.1 Cisco Profile

        5.1.2 Cisco Main Business and Company’s Total Revenue

        5.1.3 Cisco Products, Services and Solutions

        5.1.4 Cisco Revenue (US$ Million) (2015-2020)

        5.1.5 Cisco Recent Developments

    5.2 HPE

        5.2.1 HPE Profile

        5.2.2 HPE Main Business and Company’s Total Revenue

        5.2.3 HPE Products, Services and Solutions

        5.2.4 HPE Revenue (US$ Million) (2015-2020)

        5.2.5 HPE Recent Developments

    5.3 Huawei

        5.5.1 Huawei Profile

        5.3.2 Huawei Main Business and Company’s Total Revenue

        5.3.3 Huawei Products, Services and Solutions

        5.3.4 Huawei Revenue (US$ Million) (2015-2020)

        5.3.5 IBM Recent Developments

    5.4 IBM

        5.4.1 IBM Profile

        5.4.2 IBM Main Business and Company’s Total Revenue

        5.4.3 IBM Products, Services and Solutions

        5.4.4 IBM Revenue (US$ Million) (2015-2020)

        5.4.5 IBM Recent Developments

    5.5 Dell Technologies

        5.5.1 Dell Technologies Profile

        5.5.2 Dell Technologies Main Business and Company’s Total Revenue

        5.5.3 Dell Technologies Products, Services and Solutions

        5.5.4 Dell Technologies Revenue (US$ Million) (2015-2020)

        5.5.5 Dell Technologies Recent Developments

    5.6 Nokia

        5.6.1 Nokia Profile

        5.6.2 Nokia Main Business and Company’s Total Revenue

        5.6.3 Nokia Products, Services and Solutions

        5.6.4 Nokia Revenue (US$ Million) (2015-2020)

        5.6.5 Nokia Recent Developments

    5.7 Litmus Automation

        5.7.1 Litmus Automation Profile

        5.7.2 Litmus Automation Main Business and Company’s Total Revenue

        5.7.3 Litmus Automation Products, Services and Solutions

        5.7.4 Litmus Automation Revenue (US$ Million) (2015-2020)

        5.7.5 Litmus Automation Recent Developments

    5.8 FogHorn Systems

        5.8.1 FogHorn Systems Profile

        5.8.2 FogHorn Systems Main Business and Company’s Total Revenue

        5.8.3 FogHorn Systems Products, Services and Solutions

        5.8.4 FogHorn Systems Revenue (US$ Million) (2015-2020)

        5.8.5 FogHorn Systems Recent Developments

    5.9 SixSq

        5.9.1 SixSq Profile

        5.9.2 SixSq Main Business and Company’s Total Revenue

        5.9.3 SixSq Products, Services and Solutions

        5.9.4 SixSq Revenue (US$ Million) (2015-2020)

        5.9.5 SixSq Recent Developments

    5.10 MachineShop

        5.10.1 MachineShop Profile

        5.10.2 MachineShop Main Business and Company’s Total Revenue

        5.10.3 MachineShop Products, Services and Solutions

        5.10.4 MachineShop Revenue (US$ Million) (2015-2020)

        5.10.5 MachineShop Recent Developments

    5.11 Saguna Networks

        5.11.1 Saguna Networks Profile

        5.11.2 Saguna Networks Main Business and Company’s Total Revenue

        5.11.3 Saguna Networks Products, Services and Solutions

        5.11.4 Saguna Networks Revenue (US$ Million) (2015-2020)

        5.11.5 Saguna Networks Recent Developments

    5.12 Vapor IO

        5.12.1 Vapor IO Profile

        5.12.2 Vapor IO Main Business and Company’s Total Revenue

        5.12.3 Vapor IO Products, Services and Solutions

        5.12.4 Vapor IO Revenue (US$ Million) (2015-2020)

        5.12.5 Vapor IO Recent Developments

    5.13 ADLINK

        5.13.1 ADLINK Profile

        5.13.2 ADLINK Main Business and Company’s Total Revenue

        5.13.3 ADLINK Products, Services and Solutions

        5.13.4 ADLINK Revenue (US$ Million) (2015-2020)

        5.13.5 ADLINK Recent Developments

    5.14 Altran

        5.14.1 Altran Profile

        5.14.2 Altran Main Business and Company’s Total Revenue

        5.14.3 Altran Products, Services and Solutions

        5.14.4 Altran Revenue (US$ Million) (2015-2020)

        5.14.5 Altran Recent Developments

    5.15 Axellio

        5.15.1 Axellio Profile

        5.15.2 Axellio Main Business and Company’s Total Revenue

        5.15.3 Axellio Products, Services and Solutions

        5.15.4 Axellio Revenue (US$ Million) (2015-2020)

        5.15.5 Axellio Recent Developments

 

6 North America Edge Computing Services by Players and by Application

    6.1 North America Edge Computing Services Market Size and Market Share by Players (2015-2020)

    6.2 North America Edge Computing Services Market Size by Application (2015-2020)

 

7 Europe Edge Computing Services by Players and by Application

    7.1 Europe Edge Computing Services Market Size and Market Share by Players (2015-2020)

    7.2 Europe Edge Computing Services Market Size by Application (2015-2020)

 

8 China Edge Computing Services by Players and by Application

    8.1 China Edge Computing Services Market Size and Market Share by Players (2015-2020)

    8.2 China Edge Computing Services Market Size by Application (2015-2020)

 

9 Rest of Asia Pacific Edge Computing Services by Players and by Application

    9.1 Rest of Asia Pacific Edge Computing Services Market Size and Market Share by Players (2015-2020)

    9.2 Rest of Asia Pacific Edge Computing Services Market Size by Application (2015-2020)

 

10 Latin America Edge Computing Services by Players and by Application

    10.1 Latin America Edge Computing Services Market Size and Market Share by Players (2015-2020)

    10.2 Latin America Edge Computing Services Market Size by Application (2015-2020)

 

11 Middle East & Africa Edge Computing Services by Players and by Application

    11.1 Middle East & Africa Edge Computing Services Market Size and Market Share by Players (2015-2020)

    11.2 Middle East & Africa Edge Computing Services Market Size by Application (2015-2020)

 

12 Edge Computing Services Market Dynamics

    12.1 Industry Trends

    12.2 Market Drivers

    12.3 Market Challenges

    12.4 Porter’s Five Forces Analysis

 

13 Research Finding /Conclusion

 

14 Methodology and Data Source

    14.1 Methodology/Research Approach

        14.1.1 Research Programs/Design

        14.1.2 Market Size Estimation

        14.1.3 Market Breakdown and Data Triangulation

    14.2 Data Source

        14.2.1 Secondary Sources

        14.2.2 Primary Sources

    14.3 Disclaimer

    14.4 Author List

LIST OF TABLES & FIGURES:

Table 1. Global Market Edge Computing Services Market Size (US$ Million) Comparison by Region 2015 VS 2020 VS 2026

Table 2. Global Edge Computing Services Market Size by Region (2015-2020) (US$ Million)

Table 3. Global Edge Computing Services Market Size Share by Region (2015-2020)

Table 4. Global Edge Computing Services Forecasted Market Size by Region (2021-2026) (US$ Million)

Table 5. Global Edge Computing Services Forecasted Market Size Share by Region (2021-2026)

Table 6. Global Edge Computing Services Market Size (US$ Million) by Type: 2015 VS 2020 VS 2026

Table 7. Global Edge Computing Services Market Size by Type (2015-2020) (US$ Million)

Table 8. Global Edge Computing Services Revenue Market Share by Type (2015-2020)

Table 9. Global Edge Computing Services Forecasted Market Size by Type (2021-2026) (US$ Million)

Table 10. Global Edge Computing Services Revenue Market Share by Type (2021-2026)

Table 11. Global Edge Computing Services Market Size (US$ Million) by Application: 2015 VS 2020 VS 2026

Table 12. Global Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 13. Global Edge Computing Services Revenue Market Share by Application (2015-2020)

Table 14. Global Edge Computing Services Forecasted Market Size by Application (2021-2026) (US$ Million)

Table 15. Global Edge Computing Services Revenue Market Share by Application (2021-2026)

Table 16. Global Edge Computing Services Revenue (US$ Million) by Players (2015-2020)

Table 17. Global Edge Computing Services Revenue Market Share by Players (2015-2020)

Table 18. Global Top Manufacturers Market Share by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Edge Computing Services as of 2019)

Table 19. Date of Key Manufacturers Enter into Edge Computing Services Market

Table 20. Global Edge Computing Services Top Players Headquarters and Area Served

Table 21. Edge Computing Services Product Solution and Service

Table 22. Global Edge Computing Services Manufacturers Market Concentration Ratio (CR5 and HHI)

Table 23. Mergers & Acquisitions, Expansion Plans

Table 24. Cisco Basic Information List

Table 25. Cisco Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 26. Cisco Edge Computing Services Products, Services and Solutions

Table 27. Revenue (Million US$) in Edge Computing Services Business of Cisco (2015-2020)

Table 28. Cisco Recent Developments

Table 29. HPE Basic Information List

Table 30. HPE Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 31. HPE Edge Computing Services Products, Services and Solutions

Table 32. Revenue (Million US$) in Edge Computing Services Business of HPE (2015-2020)

Table 33. HPE Recent Developments

Table 34. Huawei Basic Information List

Table 35. Huawei Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 36. Huawei Edge Computing Services Products, Services and Solutions

Table 37. Revenue (Million US$) in Edge Computing Services Business of Huawei (2015-2020)

Table 38. Huawei Recent Developments

Table 39. IBM Basic Information List

Table 40. IBM Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 41. IBM Edge Computing Services Products, Services and Solutions

Table 42. Revenue (Million US$) in Edge Computing Services Business of IBM (2015-2020)

Table 43. IBM Recent Developments

Table 44. Dell Technologies Basic Information List

Table 45. Dell Technologies Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 46. Dell Technologies Edge Computing Services Products, Services and Solutions

Table 47. Revenue (Million US$) in Edge Computing Services Business of Dell Technologies (2015-2020)

Table 48. Dell Technologies Recent Developments

Table 49. Nokia Basic Information List

Table 50. Nokia Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 51. Nokia Edge Computing Services Products, Services and Solutions

Table 52. Revenue (Million US$) in Edge Computing Services Business of Nokia (2015-2020)

Table 53. Nokia Recent Developments

Table 54. Litmus Automation Basic Information List

Table 55. Litmus Automation Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 56. Litmus Automation Edge Computing Services Products, Services and Solutions

Table 57. Revenue (Million US$) in Edge Computing Services Business of Litmus Automation (2015-2020)

Table 58. Litmus Automation Recent Developments

Table 59. FogHorn Systems Basic Information List

Table 60. FogHorn Systems Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 61. FogHorn Systems Edge Computing Services Products, Services and Solutions

Table 62. Revenue (Million US$) in Edge Computing Services Business of FogHorn Systems (2015-2020)

Table 63. FogHorn Systems Recent Developments

Table 64. SixSq Basic Information List

Table 65. SixSq Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 66. SixSq Edge Computing Services Products, Services and Solutions

Table 67. Revenue (Million US$) in Edge Computing Services Business of SixSq (2015-2020)

Table 68. SixSq Recent Developments

Table 69. MachineShop Basic Information List

Table 70. MachineShop Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 71. MachineShop Edge Computing Services Products, Services and Solutions

Table 72. Revenue (Million US$) in Edge Computing Services Business of MachineShop (2015-2020)

Table 73. MachineShop Recent Developments

Table 74. Saguna Networks Basic Information List

Table 75. Saguna Networks Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 76. Saguna Networks Edge Computing Services Products, Services and Solutions

Table 77. Revenue (Million US$) in Edge Computing Services Business of Saguna Networks (2015-2020)

Table 78. Saguna Networks Recent Developments

Table 79. Vapor IO Basic Information List

Table 80. Vapor IO Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 81. Vapor IO Edge Computing Services Products, Services and Solutions

Table 82. Revenue (Million US$) in Edge Computing Services Business of Vapor IO (2015-2020)

Table 83. Vapor IO Recent Developments

Table 84. ADLINK Basic Information List

Table 85. ADLINK Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 86. ADLINK Edge Computing Services Products, Services and Solutions

Table 87. Revenue (Million US$) in Edge Computing Services Business of ADLINK (2015-2020)

Table 88. ADLINK Recent Developments

Table 89. Altran Basic Information List

Table 90. Altran Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 91. Altran Edge Computing Services Products, Services and Solutions

Table 92. Revenue (Million US$) in Edge Computing Services Business of Altran (2015-2020)

Table 93. Altran Recent Developments

Table 94. Axellio Basic Information List

Table 95. Axellio Description, Business Overview and Total Revenue (US$ Million) Generated in 2019

Table 96. Axellio Edge Computing Services Products, Services and Solutions

Table 97. Revenue (Million US$) in Edge Computing Services Business of Axellio (2015-2020)

Table 98. Axellio Recent Developments

Table 99. Global Edge Computing Services Market Size by Type (2015-2020) (Million US$)

Table 100. North America Edge Computing Services Market Size by Players (2015-2020) (US$ Million)

Table 101. North America Edge Computing Services Market Size Share by Players (2015-2020)

Table 102. North America Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 103. Europe Edge Computing Services Market Size by Players (2015-2020) (US$ Million)

Table 104. Europe Edge Computing Services Market Size Share by Players (2015-2020)

Table 105. Europe Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 106. China Edge Computing Services Market Size by Players (2015-2020) (US$ Million)

Table 107. China Edge Computing Services Market Size Share by Players (2015-2020) (US$ Million)

Table 108. China Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 109. Rest of Asia Pacific Edge Computing Services Market Size by Players (2015-2020) (US$ Million)

Table 110. Rest of Asia Pacific Edge Computing Services Market Size Share by Players (2015-2020) (US$ Million)

Table 111. Rest of Asia Pacific Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 112. Latin America Edge Computing Services Market Size by Players (2015-2020) (US$ Million)

Table 113. Latin America Edge Computing Services Market Size Share by Players (2015-2020) (US$ Million)

Table 114. Latin America Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 115. Middle East & Africa Edge Computing Services Market Size by Players (2015-2020) (US$ Million)

Table 116. Middle East & Africa Edge Computing Services Market Size Share by Players (2015-2020) (US$ Million)

Table 117. Middle East & Africa Edge Computing Services Market Size by Application (2015-2020) (US$ Million)

Table 118. Market Top Trends

Table 119. Key Drivers: Impact Analysis (2021-2026)

Table 120. Key Challenges

Table 121. Research Programs/Design for This Report

Table 122. Key Data Information from Secondary Sources

Table 123. Key Data Information from Primary Sources

List of Figures

Figure 1. Global Edge Computing Services Market Size (US$ Million) Status and Outlook (2015-2026)

Figure 2. Global Edge Computing Services Market Share by Regions: 2020 VS 2026

Figure 3. North America Edge Computing Services Market Size (US$ Million) and Growth Rate (2015-2026)

Figure 4. Europe Edge Computing Services Market Size (US$ Million) and Growth Rate (2015-2026)

Figure 5. China Edge Computing Services Market Size (US$ Million) and Growth Rate (2015-2026)

Figure 6. Rest of Asia Pacific Edge Computing Services Market Size (US$ Million) and Growth Rate (2015-2026)

Figure 7. Latin America Edge Computing Services Market Size (US$ Million) and Growth Rate (2015-2026)

Figure 8. Middle East & Africa Edge Computing Services Market Size (US$ Million) and Growth Rate (2015-2026)

Figure 9. Global Edge Computing Services Market Share by Type in 2020 & 2026

Figure 10. Hardware Market Size (US$ Million) YoY Growth (2015-2026)

Figure 11. Platform Market Size (US$ Million) YoY Growth (2015-2026)

Figure 12. Technology Market Size (US$ Million) YoY Growth (2015-2026)

Figure 13. Global Edge Computing Services Market Size Share by Application in 2020 & 2026

Figure 14. Edge Computing Services Market Size (US$ Million) and Growth Rate in Manufacturing (2015-2020)

Figure 15. Edge Computing Services Market Size (US$ Million) and Growth Rate in Energy & Utilities (2015-2020)

Figure 16. Edge Computing Services Market Size (US$ Million) and Growth Rate in IT & Telecom (2015-2020)

Figure 17. Edge Computing Services Market Size (US$ Million) and Growth Rate in Healthcare & Life Sciences (2015-2020)

Figure 18. Edge Computing Services Market Size (US$ Million) and Growth Rate in Consumer Appliances (2015-2020)

Figure 19. Edge Computing Services Market Size (US$ Million) and Growth Rate in Transportation & Logistics (2015-2020)

Figure 20. Edge Computing Services Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2015 VS 2019

Figure 21. Global Top 5 and Top 10 Players Edge Computing Services Market Share in 2019

Figure 22. Europe Edge Computing Services Revenue Market Share by Application (2015-2020)

Figure 23. China Edge Computing Services Revenue Market Share by Application (2015-2020)

Figure 24. Rest of Asia Pacific Edge Computing Services Revenue Market Share by Application (2015-2020)

Figure 25. Latin America Edge Computing Services Revenue Market Share by Application (2015-2020)

Figure 26. Middle East & Africa Edge Computing Services Revenue Market Share by Application (2015-2020)

Figure 27. Porter's Five Forces Analysis

Figure 28. Bottom-up and Top-down Approaches for This Report

Figure 29. Data Triangulation

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