▶ 調査レポート

世界の通信におけるビッグデータ・機械学習市場規模・現状・予測(2021年-2027年)

• 英文タイトル:Global Big Data & Machine Learning in Telecom Market Size, Status and Forecast 2021-2027

QYResearchが調査・発行した産業分析レポートです。世界の通信におけるビッグデータ・機械学習市場規模・現状・予測(2021年-2027年) / Global Big Data & Machine Learning in Telecom Market Size, Status and Forecast 2021-2027 / QYR2104Z0750資料のイメージです。• レポートコード:QYR2104Z0750
• 出版社/出版日:QYResearch / 2021年4月15日
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• レポート形態:英文、PDF、126ページ
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レポート概要
QYResearch社発行の本調査資料では、通信におけるビッグデータ・機械学習のグローバル市場(2016年~2027年)について調べ、市場動向、主要企業の市場シェア、種類別市場規模(記述分析、予測分析、機械学習、機能エンジニアリング)、用途別市場規模(処理、保管、分析)、主要地域別市場規模(北米、アメリカ、ヨーロッパ、アジア、日本、中国、韓国、インド、東南アジア、中南米、中東、アフリカ等)、関連企業情報などを掲載しています。
・市場概要
・通信におけるビッグデータ・機械学習の市場動向
・企業の競争状況、市場シェア
・通信におけるビッグデータ・機械学習の種類別市場規模(記述分析、予測分析、機械学習、機能エンジニアリング)
・通信におけるビッグデータ・機械学習の用途別市場規模(処理、保管、分析)
・通信におけるビッグデータ・機械学習の北米市場規模2016-2027(アメリカ、カナダ)
・通信におけるビッグデータ・機械学習のヨーロッパ市場規模2016-2027(ドイツ、フランス、イギリス等)
・通信におけるビッグデータ・機械学習のアジア市場規模2016-2027(日本、中国、韓国、インド、東南アジア等)
・通信におけるビッグデータ・機械学習の中南米市場規模2016-2027(メキシコ、ブラジル)
・通信におけるビッグデータ・機械学習の中東・アフリカ市場規模2016-2027(トルコ、サウジアラビア等)
・主要企業情報(Allot、Argyle data、Ericsson、Guavus、HUAWEI、Intel、NOKIA、Openwave mobility、Procera networks、Qualcomm、ZTE、Google、AT&T、Apple、Amazon、Microsoft)
・結論

Telecom big data spending includes distributed storage and computing Hadoop (and Spark) clusters, HDFS file systems, SQL and NoSQL software database frameworks, and other operational software. Telecom analytics software, such as for revenue assurance, business intelligence, strategic marketing, and network performance, are considered separately. The evolution from non-machine learning based descriptive analytics to machine learning driven predictive analytics is also considered. Telecom data meets the fundamental 3Vs criteria of big data: velocity, variety, and volume, and should be supported with a big data infrastructure (processing, storage, and analytics) for both real-time and offline analysis.

In 2020, the global Big Data & Machine Learning in Telecom market size will be US$ XX million and it is expected to reach US$ XX million by the end of 2026, with a CAGR of XX% during 2021-2026.
This report focuses on the global Big Data & Machine Learning in Telecom status, future forecast, growth opportunity, key market, and key players. The study objectives are to present the Big Data & Machine Learning in Telecom development in North America, Europe, Japan, China, Southeast Asia, India, etc.

Global Big Data & Machine Learning in Telecom Scope and Market Size
Big Data & Machine Learning in Telecom market is segmented by company, region (country), by Type, and by Application. Players, stakeholders, and other participants in the global Big Data & Machine Learning in Telecom market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application in terms of revenue and forecast for the period 2016-2027.

Segment by Type
Descriptive analytics
Predictive analytics
Machine learning
Feature engineering

Segment by Application
Processing
Storage
Analyzing

By Region
North America
Europe
Japan
China
Southeast Asia
India

By Company
Allot
Argyle data
Ericsson
Guavus
HUAWEI
Intel
NOKIA
Openwave mobility
Procera networks
Guavus
HUAWEI
Google
AT&T
Apple
Amazon
Microsoft

レポート目次

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Big Data & Machine Learning in Telecom Market Size Growth Rate by Type (2021-2027)
1.2.2 Descriptive analytics
1.2.3 Predictive analytics
1.2.4 Machine learning
1.2.5 Feature engineering
1.3 Market by Application
1.3.1 Global Big Data & Machine Learning in Telecom Market Share by Application (2021-2027)
1.3.2 Processing
1.3.3 Storage
1.3.4 Analyzing
1.4 Study Objectives
1.5 Years Considered

2 Executive Summary
2.1 Global Big Data & Machine Learning in Telecom Market Size
2.2 Big Data & Machine Learning in Telecom Market Size by Regions
2.2.1 Big Data & Machine Learning in Telecom Growth Rate by Regions (2021-2027)
2.2.2 Big Data & Machine Learning in Telecom Market Share by Regions (2021-2027)
2.3 Industry Trends
2.3.1 Market Top Trends
2.3.2 Market Use Cases

3 Key Players
3.1 Big Data & Machine Learning in Telecom Revenue by Players (2020-2021)
3.2 Big Data & Machine Learning in Telecom Key Players Headquaters and Area Served
3.3 Key Players Big Data & Machine Learning in Telecom Product/Solution/Service
3.4 Date of Enter into Big Data & Machine Learning in Telecom Market
3.5 Mergers & Acquisitions, Expansion Plans

4 Breakdown by Type and by Application
4.1 Global Big Data & Machine Learning in Telecom Market Size by Type (2021-2027)
4.2 Global Big Data & Machine Learning in Telecom Market Size by Application (2021-2027)

5 North America
5.1 North America Big Data & Machine Learning in Telecom Market Forecast (2021-2027)
5.2 Big Data & Machine Learning in Telecom Key Players in North America
5.3 North America Big Data & Machine Learning in Telecom Market Size by Type
5.4 North America Big Data & Machine Learning in Telecom Market Size by Application

6 Europe
6.1 Europe Big Data & Machine Learning in Telecom Market Forecast (2021-2027)
6.2 Big Data & Machine Learning in Telecom Key Players in Europe
6.3 Europe Big Data & Machine Learning in Telecom Market Size by Type
6.4 Europe Big Data & Machine Learning in Telecom Market Size by Application

7 Japan
7.1 Japan Big Data & Machine Learning in Telecom Market Forecast (2021-2027)
7.2 Big Data & Machine Learning in Telecom Key Players in Europe
7.3 Japan Big Data & Machine Learning in Telecom Market Size by Type
7.4 Japan Big Data & Machine Learning in Telecom Market Size by Application

8 Rest of World
8.1 China
8.1.1 China Big Data & Machine Learning in Telecom Market Analysis
8.1.2 Key Players in China
8.2 Southeast Asia
8.2.1 Southeast Asia Big Data & Machine Learning in Telecom Market Analysis
8.2.2 Key Players in Southeast Asia
8.3 India
8.3.1 India Big Data & Machine Learning in Telecom Market Analysis
8.3.2 Key Players in India

9 International Player Profiles
9.1 Allot
9.1.1 Allot Company Details
9.1.2 Allot Description and Business Overview
9.1.3 Allot Big Data & Machine Learning in Telecom Introduction
9.1.4 Allot Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.1.5 Allot Recent Development
9.2 Argyle data
9.2.1 Argyle data Company Details
9.2.2 Argyle data Description and Business Overview
9.2.3 Argyle data Big Data & Machine Learning in Telecom Introduction
9.2.4 Argyle data Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.2.5 Argyle data Recent Development
9.3 Ericsson
9.3.1 Ericsson Company Details
9.3.2 Ericsson Description and Business Overview
9.3.3 Ericsson Big Data & Machine Learning in Telecom Introduction
9.3.4 Ericsson Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.3.5 Ericsson Recent Development
9.4 Guavus
9.4.1 Guavus Company Details
9.4.2 Guavus Description and Business Overview
9.4.3 Guavus Big Data & Machine Learning in Telecom Introduction
9.4.4 Guavus Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.4.5 Guavus Recent Development
9.5 HUAWEI
9.5.1 HUAWEI Company Details
9.5.2 HUAWEI Description and Business Overview
9.5.3 HUAWEI Big Data & Machine Learning in Telecom Introduction
9.5.4 HUAWEI Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.5.5 HUAWEI Recent Development
9.6 Intel
9.6.1 Intel Company Details
9.6.2 Intel Description and Business Overview
9.6.3 Intel Big Data & Machine Learning in Telecom Introduction
9.6.4 Intel Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.6.5 Intel Recent Development
9.7 NOKIA
9.7.1 NOKIA Company Details
9.7.2 NOKIA Description and Business Overview
9.7.3 NOKIA Big Data & Machine Learning in Telecom Introduction
9.7.4 NOKIA Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.7.5 NOKIA Recent Development
9.8 Openwave mobility
9.8.1 Openwave mobility Company Details
9.8.2 Openwave mobility Description and Business Overview
9.8.3 Openwave mobility Big Data & Machine Learning in Telecom Introduction
9.8.4 Openwave mobility Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.8.5 Openwave mobility Recent Development
9.9 Procera networks
9.9.1 Procera networks Company Details
9.9.2 Procera networks Description and Business Overview
9.9.3 Procera networks Big Data & Machine Learning in Telecom Introduction
9.9.4 Procera networks Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.9.5 Procera networks Recent Development
9.10 Qualcomm
9.10.1 Qualcomm Company Details
9.10.2 Qualcomm Description and Business Overview
9.10.3 Qualcomm Big Data & Machine Learning in Telecom Introduction
9.10.4 Qualcomm Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.10.5 Qualcomm Recent Development
9.11 ZTE
9.11.1 ZTE Company Details
9.11.2 ZTE Description and Business Overview
9.11.3 ZTE Big Data & Machine Learning in Telecom Introduction
9.11.4 ZTE Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.11.5 ZTE Recent Development
9.12 Google
9.12.1 Google Company Details
9.12.2 Google Description and Business Overview
9.12.3 Google Big Data & Machine Learning in Telecom Introduction
9.12.4 Google Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.12.5 Google Recent Development
9.13 AT&T
9.13.1 AT&T Company Details
9.13.2 AT&T Description and Business Overview
9.13.3 AT&T Big Data & Machine Learning in Telecom Introduction
9.13.4 AT&T Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.13.5 AT&T Recent Development
9.14 Apple
9.14.1 Apple Company Details
9.14.2 Apple Description and Business Overview
9.14.3 Apple Big Data & Machine Learning in Telecom Introduction
9.14.4 Apple Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.14.5 Apple Recent Development
9.15 Amazon
9.15.1 Amazon Company Details
9.15.2 Amazon Description and Business Overview
9.15.3 Amazon Big Data & Machine Learning in Telecom Introduction
9.15.4 Amazon Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.15.5 Amazon Recent Development
9.16 Microsoft
9.16.1 Company Details
9.16.2 Microsoft Description and Business Overview
9.16.3 Microsoft Big Data & Machine Learning in Telecom Introduction
9.16.4 Microsoft Revenue in Big Data & Machine Learning in Telecom Business (2020-2021)
9.16.5 Microsoft Recent Development

10 Market Dynamics
10.1 Industry Trends
10.2 Market Drives
10.3 Market Challenges
10.4 Market Restraints

11 Key Findings in This Report
12 Appendix
12.1 Research Methodology
12.1.1 Methodology/Research Approach
12.1.2 Data Source
12.2 Disclaimer
12.3 Author Details

List of Tables
Table 1. Global Big Data & Machine Learning in Telecom Market Size Growth Rate by Type (2021-2027) (US$ Million)
Table 2. Key Players of Descriptive analytics
Table 3. Key Players of Predictive analytics
Table 4. Key Players of Machine learning
Table 5. Key Players of Feature engineering
Table 6. Global Big Data & Machine Learning in Telecom Market Size Growth by Application (2021-2027) (US$ Million)
Table 7. Global Big Data & Machine Learning in Telecom Market Size by Regions (2021-2027) (US$ Million)
Table 8. Global Big Data & Machine Learning in Telecom Market Share by Regions (2021-2027)
Table 9. Market Top Trends
Table 10. Market Use Cases
Table 11. Global Big Data & Machine Learning in Telecom Revenue by Players (2020-2021) (US$ Million)
Table 12. Global Big Data & Machine Learning in Telecom Market Share by Players (2020-2021)
Table 13. Key Players Headquarters and Area Served
Table 14. Key Players Big Data & Machine Learning in Telecom Product Solution and Service
Table 15. Date of Enter into Big Data & Machine Learning in Telecom Market
Table 16. Mergers & Acquisitions, Expansion Plans
Table 17. Global Big Data & Machine Learning in Telecom Market Size by Type (2021-2027) (US$ Million)
Table 18. Global Big Data & Machine Learning in Telecom Market Size Share by Type (2021-2027)
Table 19. Global Big Data & Machine Learning in Telecom Market Size by Application (2021-2027) (US$ Million)
Table 20. Global Big Data & Machine Learning in Telecom Market Size Share by Application (2021-2027)
Table 21. North America Key Players Big Data & Machine Learning in Telecom Revenue (2020-2021) (US$ Million)
Table 22. North America Key Players Big Data & Machine Learning in Telecom Market Share (2020-2021)
Table 23. North America Big Data & Machine Learning in Telecom Market Size by Type (2021-2027) (US$ Million)
Table 24. North America Big Data & Machine Learning in Telecom Market Share by Type (2021-2027)
Table 25. North America Big Data & Machine Learning in Telecom Market Size by Application (2021-2027) (US$ Million)
Table 26. North America Big Data & Machine Learning in Telecom Market Share by Application (2021-2027)
Table 27. Europe Key Players Big Data & Machine Learning in Telecom Revenue (2020-2021) (US$ Million)
Table 28. Europe Key Players Big Data & Machine Learning in Telecom Market Share (2020-2021)
Table 29. Europe Big Data & Machine Learning in Telecom Market Size by Type (2021-2027) (US$ Million)
Table 30. Europe Big Data & Machine Learning in Telecom Market Share by Type (2021-2027)
Table 31. Europe Big Data & Machine Learning in Telecom Market Size by Application (2021-2027) (US$ Million)
Table 32. Europe Big Data & Machine Learning in Telecom Market Share by Application (2021-2027)
Table 33. Japan Key Players Big Data & Machine Learning in Telecom Revenue (2020-2021) (US$ Million)
Table 34. Japan Key Players Big Data & Machine Learning in Telecom Market Share (2020-2021)
Table 35. Japan Big Data & Machine Learning in Telecom Market Size by Type (2021-2027) (US$ Million)
Table 36. Japan Big Data & Machine Learning in Telecom Market Share by Type (2021-2027)
Table 37. Japan Big Data & Machine Learning in Telecom Market Size by Application (2021-2027) (US$ Million)
Table 38. Japan Big Data & Machine Learning in Telecom Market Share by Application (2021-2027)
Table 39. Key Players in China
Table 40. Key Players in Southeast Asia
Table 41. Key Players in India
Table 42. Allot Company Details
Table 43. Allot Description and Business Overview
Table 44. Allot Big Data & Machine Learning in Telecom Product
Table 45. Allot Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 46. Allot Recent Development
Table 47. Argyle data Company Details
Table 48. Argyle data Description and Business Overview
Table 49. Argyle data Big Data & Machine Learning in Telecom Product
Table 50. Argyle data Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 51. Argyle data Recent Development
Table 52. Ericsson Company Details
Table 53. Ericsson Description and Business Overview
Table 54. Ericsson Big Data & Machine Learning in Telecom Product
Table 55. Ericsson Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 56. Ericsson Recent Development
Table 57. Guavus Company Details
Table 58. Guavus Description and Business Overview
Table 59. Guavus Big Data & Machine Learning in Telecom Product
Table 60. Guavus Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 61. Guavus Recent Development
Table 62. HUAWEI Company Details
Table 63. HUAWEI Description and Business Overview
Table 64. HUAWEI Big Data & Machine Learning in Telecom Product
Table 65. HUAWEI Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 66. HUAWEI Recent Development
Table 67. Intel Company Details
Table 68. Intel Description and Business Overview
Table 69. Intel Big Data & Machine Learning in Telecom Product
Table 70. Intel Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 71. Intel Recent Development
Table 72. NOKIA Company Details
Table 73. NOKIA Description and Business Overview
Table 74. NOKIA Big Data & Machine Learning in Telecom Product
Table 75. NOKIA Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 76. NOKIA Recent Development
Table 77. Openwave mobility Company Details
Table 78. Openwave mobility Description and Business Overview
Table 79. Openwave mobility Big Data & Machine Learning in Telecom Product
Table 80. Openwave mobility Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 81. Openwave mobility Recent Development
Table 82. Procera networks Company Details
Table 83. Procera networks Description and Business Overview
Table 84. Procera networks Big Data & Machine Learning in Telecom Product
Table 85. Procera networks Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 86. Procera networks Recent Development
Table 87. Qualcomm Company Details
Table 88. Qualcomm Description and Business Overview
Table 89. Qualcomm Big Data & Machine Learning in Telecom Product
Table 90. Qualcomm Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 91. Qualcomm Recent Development
Table 92. ZTE Company Details
Table 93. ZTE Description and Business Overview
Table 94. ZTE Big Data & Machine Learning in Telecom Product
Table 95. ZTE Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 96. ZTE Recent Development
Table 97. Google Company Details
Table 98. Google Description and Business Overview
Table 99. Google Big Data & Machine Learning in Telecom Product
Table 100. Google Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 101. Google Recent Development
Table 102. AT&T Company Details
Table 103. AT&T Description and Business Overview
Table 104. AT&T Big Data & Machine Learning in Telecom Product
Table 105. AT&T Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 106. AT&T Recent Development
Table 107. Apple Company Details
Table 108. Apple Description and Business Overview
Table 109. Apple Big Data & Machine Learning in Telecom Product
Table 110. Apple Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 111. Apple Recent Development
Table 112. Amazon Company Details
Table 113. Amazon Description and Business Overview
Table 114. Amazon Big Data & Machine Learning in Telecom Product
Table 115. Amazon Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 116. Amazon Recent Development
Table 117. Microsoft Company Details
Table 118. Microsoft Description and Business Overview
Table 119. Microsoft Big Data & Machine Learning in Telecom Product
Table 120. Microsoft Revenue in Big Data & Machine Learning in Telecom Business 2020 and 2021
Table 121. Microsoft Recent Development
Table 122. Big Data & Machine Learning in Telecom Market Trends
Table 123. Big Data & Machine Learning in Telecom Market Drivers
Table 124. Big Data & Machine Learning in Telecom Market Challenges
Table 125. Big Data & Machine Learning in Telecom Market Restraints
Table 126. Research Programs/Design for This Report
Table 127. Key Data Information from Secondary Sources
Table 128. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Big Data & Machine Learning in Telecom Market Share by Type in 2021 & 2027
Figure 2. Descriptive analytics Features
Figure 3. Predictive analytics Features
Figure 4. Machine learning Features
Figure 5. Feature engineering Features
Figure 6. Global Big Data & Machine Learning in Telecom Market Share by Application in 2021 & 2027
Figure 7. Processing Case Studies
Figure 8. Storage Case Studies
Figure 9. Analyzing Case Studies
Figure 10. Big Data & Machine Learning in Telecom Report Years Considered
Figure 11. Global Big Data & Machine Learning in Telecom Market Size and Growth Rate (2020-2027) (US$ Million)
Figure 12. Global Big Data & Machine Learning in Telecom Market Share by Regions (2020-2027)
Figure 13. Global Big Data & Machine Learning in Telecom Market Share by Players in 2021
Figure 14. Global Big Data & Machine Learning in Telecom Market Size Market Share by Type (2021-2027)
Figure 15. Global Big Data & Machine Learning in Telecom Market Size Market Share by Application (2021-2027)
Figure 16. Global Big Data & Machine Learning in Telecom Revenue Market Share by Application in 2021
Figure 17. North America Big Data & Machine Learning in Telecom Market Size 2021-2027 (US$ Million)
Figure 18. Europe Big Data & Machine Learning in Telecom Market Size 2021-2027 (US$ Million)
Figure 19. Japan Big Data & Machine Learning in Telecom Market Size 2021-2027 (US$ Million)
Figure 20. Big Data & Machine Learning in Telecom Market Size in China (2021-2027) (US$ Million)
Figure 21. Big Data & Machine Learning in Telecom Market Size in Southeast Asia (2021-2027) (US$ Million)
Figure 22. Big Data & Machine Learning in Telecom Market Size in India (2021-2027) (US$ Million)
Figure 23. Bottom-up and Top-down Approaches for This Report
Figure 24. Data Triangulation
Figure 25. Key Executives Interviewed