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Global Streaming Database Supply, Demand and Key Producers, 2023-2029

June 2023 | 105 pages | ID: G124CF4C3D89EN
GlobalInfoResearch

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The global Streaming Database market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

This report studies the global Streaming Database demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Streaming Database, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Streaming Database that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Streaming Database total market, 2018-2029, (USD Million)

Global Streaming Database total market by region & country, CAGR, 2018-2029, (USD Million)

U.S. VS China: Streaming Database total market, key domestic companies and share, (USD Million)

Global Streaming Database revenue by player and market share 2018-2023, (USD Million)

Global Streaming Database total market by Type, CAGR, 2018-2029, (USD Million)

Global Streaming Database total market by Application, CAGR, 2018-2029, (USD Million)

This reports profiles major players in the global Streaming Database market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include EMQ, Qcubic, Confluent, RisingWave Labs, Materialize, DeltaStream, Timeplus, Amazon and Apache Software Foundation, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Streaming Database market

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Streaming Database Market, By Region:
  • United States
  • China
  • Europe
  • Japan
  • South Korea
  • ASEAN
  • India
  • Rest of World
Global Streaming Database Market, Segmentation by Type
  • On-Premises Streaming Database
  • Cloud-Based Streaming Database
Global Streaming Database Market, Segmentation by Application
  • Mobile Application
  • Geospatial Services
  • E-commerce
  • Others
Companies Profiled:
  • EMQ
  • Qcubic
  • Confluent
  • RisingWave Labs
  • Materialize
  • DeltaStream
  • Timeplus
  • Amazon
  • Apache Software Foundation
  • Equalum
  • IBM
  • Fivetran
  • Rockset
Key Questions Answered

1. How big is the global Streaming Database market?

2. What is the demand of the global Streaming Database market?

3. What is the year over year growth of the global Streaming Database market?

4. What is the total value of the global Streaming Database market?

5. Who are the major players in the global Streaming Database market?

6. What are the growth factors driving the market demand?
1 SUPPLY SUMMARY

1.1 Streaming Database Introduction
1.2 World Streaming Database Market Size & Forecast (2018 & 2022 & 2029)
1.3 World Streaming Database Total Market by Region (by Headquarter Location)
  1.3.1 World Streaming Database Market Size by Region (2018-2029), (by Headquarter Location)
  1.3.2 United States Streaming Database Market Size (2018-2029)
  1.3.3 China Streaming Database Market Size (2018-2029)
  1.3.4 Europe Streaming Database Market Size (2018-2029)
  1.3.5 Japan Streaming Database Market Size (2018-2029)
  1.3.6 South Korea Streaming Database Market Size (2018-2029)
  1.3.7 ASEAN Streaming Database Market Size (2018-2029)
  1.3.8 India Streaming Database Market Size (2018-2029)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Streaming Database Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Streaming Database Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
  1.5.1 Influence of COVID-19
  1.5.2 Influence of Russia-Ukraine War

2 DEMAND SUMMARY

2.1 World Streaming Database Consumption Value (2018-2029)
2.2 World Streaming Database Consumption Value by Region
  2.2.1 World Streaming Database Consumption Value by Region (2018-2023)
  2.2.2 World Streaming Database Consumption Value Forecast by Region (2024-2029)
2.3 United States Streaming Database Consumption Value (2018-2029)
2.4 China Streaming Database Consumption Value (2018-2029)
2.5 Europe Streaming Database Consumption Value (2018-2029)
2.6 Japan Streaming Database Consumption Value (2018-2029)
2.7 South Korea Streaming Database Consumption Value (2018-2029)
2.8 ASEAN Streaming Database Consumption Value (2018-2029)
2.9 India Streaming Database Consumption Value (2018-2029)

3 WORLD STREAMING DATABASE COMPANIES COMPETITIVE ANALYSIS

3.1 World Streaming Database Revenue by Player (2018-2023)
3.2 Industry Rank and Concentration Rate (CR)
  3.2.1 Global Streaming Database Industry Rank of Major Players
  3.2.2 Global Concentration Ratios (CR4) for Streaming Database in 2022
  3.2.3 Global Concentration Ratios (CR8) for Streaming Database in 2022
3.3 Streaming Database Company Evaluation Quadrant
3.4 Streaming Database Market: Overall Company Footprint Analysis
  3.4.1 Streaming Database Market: Region Footprint
  3.4.2 Streaming Database Market: Company Product Type Footprint
  3.4.3 Streaming Database Market: Company Product Application Footprint
3.5 Competitive Environment
  3.5.1 Historical Structure of the Industry
  3.5.2 Barriers of Market Entry
  3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 UNITED STATES VS CHINA VS REST OF THE WORLD (BY HEADQUARTER LOCATION)

4.1 United States VS China: Streaming Database Revenue Comparison (by Headquarter Location)
  4.1.1 United States VS China: Streaming Database Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
  4.1.2 United States VS China: Streaming Database Revenue Market Share Comparison (2018 & 2022 & 2029)
4.2 United States Based Companies VS China Based Companies: Streaming Database Consumption Value Comparison
  4.2.1 United States VS China: Streaming Database Consumption Value Comparison (2018 & 2022 & 2029)
  4.2.2 United States VS China: Streaming Database Consumption Value Market Share Comparison (2018 & 2022 & 2029)
4.3 United States Based Streaming Database Companies and Market Share, 2018-2023
  4.3.1 United States Based Streaming Database Companies, Headquarters (States, Country)
  4.3.2 United States Based Companies Streaming Database Revenue, (2018-2023)
4.4 China Based Companies Streaming Database Revenue and Market Share, 2018-2023
  4.4.1 China Based Streaming Database Companies, Company Headquarters (Province, Country)
  4.4.2 China Based Companies Streaming Database Revenue, (2018-2023)
4.5 Rest of World Based Streaming Database Companies and Market Share, 2018-2023
  4.5.1 Rest of World Based Streaming Database Companies, Headquarters (States, Country)
  4.5.2 Rest of World Based Companies Streaming Database Revenue, (2018-2023)

5 MARKET ANALYSIS BY TYPE

5.1 World Streaming Database Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
  5.2.1 On-Premises Streaming Database
  5.2.2 Cloud-Based Streaming Database
5.3 Market Segment by Type
  5.3.1 World Streaming Database Market Size by Type (2018-2023)
  5.3.2 World Streaming Database Market Size by Type (2024-2029)
  5.3.3 World Streaming Database Market Size Market Share by Type (2018-2029)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Streaming Database Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
  6.2.1 Mobile Application
  6.2.2 Geospatial Services
  6.2.3 E-commerce
  6.2.4 Others
  6.2.5 Others
6.3 Market Segment by Application
  6.3.1 World Streaming Database Market Size by Application (2018-2023)
  6.3.2 World Streaming Database Market Size by Application (2024-2029)
  6.3.3 World Streaming Database Market Size by Application (2018-2029)

7 COMPANY PROFILES

7.1 EMQ
  7.1.1 EMQ Details
  7.1.2 EMQ Major Business
  7.1.3 EMQ Streaming Database Product and Services
  7.1.4 EMQ Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.1.5 EMQ Recent Developments/Updates
  7.1.6 EMQ Competitive Strengths & Weaknesses
7.2 Qcubic
  7.2.1 Qcubic Details
  7.2.2 Qcubic Major Business
  7.2.3 Qcubic Streaming Database Product and Services
  7.2.4 Qcubic Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.2.5 Qcubic Recent Developments/Updates
  7.2.6 Qcubic Competitive Strengths & Weaknesses
7.3 Confluent
  7.3.1 Confluent Details
  7.3.2 Confluent Major Business
  7.3.3 Confluent Streaming Database Product and Services
  7.3.4 Confluent Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.3.5 Confluent Recent Developments/Updates
  7.3.6 Confluent Competitive Strengths & Weaknesses
7.4 RisingWave Labs
  7.4.1 RisingWave Labs Details
  7.4.2 RisingWave Labs Major Business
  7.4.3 RisingWave Labs Streaming Database Product and Services
  7.4.4 RisingWave Labs Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.4.5 RisingWave Labs Recent Developments/Updates
  7.4.6 RisingWave Labs Competitive Strengths & Weaknesses
7.5 Materialize
  7.5.1 Materialize Details
  7.5.2 Materialize Major Business
  7.5.3 Materialize Streaming Database Product and Services
  7.5.4 Materialize Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.5.5 Materialize Recent Developments/Updates
  7.5.6 Materialize Competitive Strengths & Weaknesses
7.6 DeltaStream
  7.6.1 DeltaStream Details
  7.6.2 DeltaStream Major Business
  7.6.3 DeltaStream Streaming Database Product and Services
  7.6.4 DeltaStream Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.6.5 DeltaStream Recent Developments/Updates
  7.6.6 DeltaStream Competitive Strengths & Weaknesses
7.7 Timeplus
  7.7.1 Timeplus Details
  7.7.2 Timeplus Major Business
  7.7.3 Timeplus Streaming Database Product and Services
  7.7.4 Timeplus Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.7.5 Timeplus Recent Developments/Updates
  7.7.6 Timeplus Competitive Strengths & Weaknesses
7.8 Amazon
  7.8.1 Amazon Details
  7.8.2 Amazon Major Business
  7.8.3 Amazon Streaming Database Product and Services
  7.8.4 Amazon Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.8.5 Amazon Recent Developments/Updates
  7.8.6 Amazon Competitive Strengths & Weaknesses
7.9 Apache Software Foundation
  7.9.1 Apache Software Foundation Details
  7.9.2 Apache Software Foundation Major Business
  7.9.3 Apache Software Foundation Streaming Database Product and Services
  7.9.4 Apache Software Foundation Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.9.5 Apache Software Foundation Recent Developments/Updates
  7.9.6 Apache Software Foundation Competitive Strengths & Weaknesses
7.10 Equalum
  7.10.1 Equalum Details
  7.10.2 Equalum Major Business
  7.10.3 Equalum Streaming Database Product and Services
  7.10.4 Equalum Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.10.5 Equalum Recent Developments/Updates
  7.10.6 Equalum Competitive Strengths & Weaknesses
7.11 IBM
  7.11.1 IBM Details
  7.11.2 IBM Major Business
  7.11.3 IBM Streaming Database Product and Services
  7.11.4 IBM Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.11.5 IBM Recent Developments/Updates
  7.11.6 IBM Competitive Strengths & Weaknesses
7.12 Fivetran
  7.12.1 Fivetran Details
  7.12.2 Fivetran Major Business
  7.12.3 Fivetran Streaming Database Product and Services
  7.12.4 Fivetran Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.12.5 Fivetran Recent Developments/Updates
  7.12.6 Fivetran Competitive Strengths & Weaknesses
7.13 Rockset
  7.13.1 Rockset Details
  7.13.2 Rockset Major Business
  7.13.3 Rockset Streaming Database Product and Services
  7.13.4 Rockset Streaming Database Revenue, Gross Margin and Market Share (2018-2023)
  7.13.5 Rockset Recent Developments/Updates
  7.13.6 Rockset Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Streaming Database Industry Chain
8.2 Streaming Database Upstream Analysis
8.3 Streaming Database Midstream Analysis
8.4 Streaming Database Downstream Analysis

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

LIST OF TABLES

Table 1. World Streaming Database Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
Table 2. World Streaming Database Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
Table 3. World Streaming Database Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
Table 4. World Streaming Database Revenue Market Share by Region (2018-2023), (by Headquarter Location)
Table 5. World Streaming Database Revenue Market Share by Region (2024-2029), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Streaming Database Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
Table 8. World Streaming Database Consumption Value by Region (2018-2023) & (USD Million)
Table 9. World Streaming Database Consumption Value Forecast by Region (2024-2029) & (USD Million)
Table 10. World Streaming Database Revenue by Player (2018-2023) & (USD Million)
Table 11. Revenue Market Share of Key Streaming Database Players in 2022
Table 12. World Streaming Database Industry Rank of Major Player, Based on Revenue in 2022
Table 13. Global Streaming Database Company Evaluation Quadrant
Table 14. Head Office of Key Streaming Database Player
Table 15. Streaming Database Market: Company Product Type Footprint
Table 16. Streaming Database Market: Company Product Application Footprint
Table 17. Streaming Database Mergers & Acquisitions Activity
Table 18. United States VS China Streaming Database Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 19. United States VS China Streaming Database Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 20. United States Based Streaming Database Companies, Headquarters (States, Country)
Table 21. United States Based Companies Streaming Database Revenue, (2018-2023) & (USD Million)
Table 22. United States Based Companies Streaming Database Revenue Market Share (2018-2023)
Table 23. China Based Streaming Database Companies, Headquarters (Province, Country)
Table 24. China Based Companies Streaming Database Revenue, (2018-2023) & (USD Million)
Table 25. China Based Companies Streaming Database Revenue Market Share (2018-2023)
Table 26. Rest of World Based Streaming Database Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Streaming Database Revenue, (2018-2023) & (USD Million)
Table 28. Rest of World Based Companies Streaming Database Revenue Market Share (2018-2023)
Table 29. World Streaming Database Market Size by Type, (USD Million), 2018 & 2022 & 2029
Table 30. World Streaming Database Market Size by Type (2018-2023) & (USD Million)
Table 31. World Streaming Database Market Size by Type (2024-2029) & (USD Million)
Table 32. World Streaming Database Market Size by Application, (USD Million), 2018 & 2022 & 2029
Table 33. World Streaming Database Market Size by Application (2018-2023) & (USD Million)
Table 34. World Streaming Database Market Size by Application (2024-2029) & (USD Million)
Table 35. EMQ Basic Information, Area Served and Competitors
Table 36. EMQ Major Business
Table 37. EMQ Streaming Database Product and Services
Table 38. EMQ Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 39. EMQ Recent Developments/Updates
Table 40. EMQ Competitive Strengths & Weaknesses
Table 41. Qcubic Basic Information, Area Served and Competitors
Table 42. Qcubic Major Business
Table 43. Qcubic Streaming Database Product and Services
Table 44. Qcubic Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 45. Qcubic Recent Developments/Updates
Table 46. Qcubic Competitive Strengths & Weaknesses
Table 47. Confluent Basic Information, Area Served and Competitors
Table 48. Confluent Major Business
Table 49. Confluent Streaming Database Product and Services
Table 50. Confluent Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 51. Confluent Recent Developments/Updates
Table 52. Confluent Competitive Strengths & Weaknesses
Table 53. RisingWave Labs Basic Information, Area Served and Competitors
Table 54. RisingWave Labs Major Business
Table 55. RisingWave Labs Streaming Database Product and Services
Table 56. RisingWave Labs Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 57. RisingWave Labs Recent Developments/Updates
Table 58. RisingWave Labs Competitive Strengths & Weaknesses
Table 59. Materialize Basic Information, Area Served and Competitors
Table 60. Materialize Major Business
Table 61. Materialize Streaming Database Product and Services
Table 62. Materialize Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 63. Materialize Recent Developments/Updates
Table 64. Materialize Competitive Strengths & Weaknesses
Table 65. DeltaStream Basic Information, Area Served and Competitors
Table 66. DeltaStream Major Business
Table 67. DeltaStream Streaming Database Product and Services
Table 68. DeltaStream Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 69. DeltaStream Recent Developments/Updates
Table 70. DeltaStream Competitive Strengths & Weaknesses
Table 71. Timeplus Basic Information, Area Served and Competitors
Table 72. Timeplus Major Business
Table 73. Timeplus Streaming Database Product and Services
Table 74. Timeplus Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 75. Timeplus Recent Developments/Updates
Table 76. Timeplus Competitive Strengths & Weaknesses
Table 77. Amazon Basic Information, Area Served and Competitors
Table 78. Amazon Major Business
Table 79. Amazon Streaming Database Product and Services
Table 80. Amazon Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 81. Amazon Recent Developments/Updates
Table 82. Amazon Competitive Strengths & Weaknesses
Table 83. Apache Software Foundation Basic Information, Area Served and Competitors
Table 84. Apache Software Foundation Major Business
Table 85. Apache Software Foundation Streaming Database Product and Services
Table 86. Apache Software Foundation Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 87. Apache Software Foundation Recent Developments/Updates
Table 88. Apache Software Foundation Competitive Strengths & Weaknesses
Table 89. Equalum Basic Information, Area Served and Competitors
Table 90. Equalum Major Business
Table 91. Equalum Streaming Database Product and Services
Table 92. Equalum Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 93. Equalum Recent Developments/Updates
Table 94. Equalum Competitive Strengths & Weaknesses
Table 95. IBM Basic Information, Area Served and Competitors
Table 96. IBM Major Business
Table 97. IBM Streaming Database Product and Services
Table 98. IBM Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 99. IBM Recent Developments/Updates
Table 100. IBM Competitive Strengths & Weaknesses
Table 101. Fivetran Basic Information, Area Served and Competitors
Table 102. Fivetran Major Business
Table 103. Fivetran Streaming Database Product and Services
Table 104. Fivetran Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 105. Fivetran Recent Developments/Updates
Table 106. Rockset Basic Information, Area Served and Competitors
Table 107. Rockset Major Business
Table 108. Rockset Streaming Database Product and Services
Table 109. Rockset Streaming Database Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 110. Global Key Players of Streaming Database Upstream (Raw Materials)
Table 111. Streaming Database Typical Customers

LIST OF FIGURES

Figure 1. Streaming Database Picture
Figure 2. World Streaming Database Total Market Size: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Streaming Database Total Market Size (2018-2029) & (USD Million)
Figure 4. World Streaming Database Revenue Market Share by Region (2018, 2022 and 2029) & (USD Million) , (by Headquarter Location)
Figure 5. World Streaming Database Revenue Market Share by Region (2018-2029), (by Headquarter Location)
Figure 6. United States Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 7. China Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 8. Europe Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 9. Japan Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 10. South Korea Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 11. ASEAN Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 12. India Based Company Streaming Database Revenue (2018-2029) & (USD Million)
Figure 13. Streaming Database Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 16. World Streaming Database Consumption Value Market Share by Region (2018-2029)
Figure 17. United States Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 18. China Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 19. Europe Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 20. Japan Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 21. South Korea Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 22. ASEAN Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 23. India Streaming Database Consumption Value (2018-2029) & (USD Million)
Figure 24. Producer Shipments of Streaming Database by Player Revenue ($MM) and Market Share (%): 2022
Figure 25. Global Four-firm Concentration Ratios (CR4) for Streaming Database Markets in 2022
Figure 26. Global Four-firm Concentration Ratios (CR8) for Streaming Database Markets in 2022
Figure 27. United States VS China: Streaming Database Revenue Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Streaming Database Consumption Value Market Share Comparison (2018 & 2022 & 2029)
Figure 29. World Streaming Database Market Size by Type, (USD Million), 2018 & 2022 & 2029
Figure 30. World Streaming Database Market Size Market Share by Type in 2022
Figure 31. On-Premises Streaming Database
Figure 32. Cloud-Based Streaming Database
Figure 33. World Streaming Database Market Size Market Share by Type (2018-2029)
Figure 34. World Streaming Database Market Size by Application, (USD Million), 2018 & 2022 & 2029
Figure 35. World Streaming Database Market Size Market Share by Application in 2022
Figure 36. Mobile Application
Figure 37. Geospatial Services
Figure 38. E-commerce
Figure 39. Others
Figure 40. Streaming Database Industrial Chain
Figure 41. Methodology
Figure 42. Research Process and Data Source


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