The Asia Pacific Machine learning as a Service Market would witness market growth of 32.5% CAGR during the forecast period (2022-2028).
MLaaS is a platform that supports pattern recognition as well as probabilistic reasoning. This gives a comprehensive and sound machine learning solution that allows for the flexibility of using various approaches to develop unique workflows tailored to the company's demands. Convolutional neural networks (CNN), deep neural networks (DNN), Bayesian networks, probabilistic graphical models, Restricted Boltzmann machine (RBM), and pattern recognition are among the techniques that support MLaaS.
MLaaS is already being used in a variety of businesses. Risk analytics, fraud detection, manufacturing, supply chain optimization, network analytics, marketing, advertising, predictive maintenance, and inventory management optimization are just a few of the processes where it's applied. Healthcare, banking, financial services and insurance (BFSI), transportation, retail, manufacturing, and telecommunications are among the industries covered by the app.
China, India, and the Philippines, as well as other rising economies in the area, have a thriving and dynamic startup environment, aided by an increasingly trained workforce that fuels regional market expansion. Furthermore, the Japanese government is launching a number of measures to promote artificial intelligence and machine learning throughout the country, as well as a boom in the adoption of machine learning services, which is driving the industry in Japan. These are some of the elements that propel the Asia Pacific market expansion.
China has a thriving market that is open to innovative AI-based goods, and Chinese companies are relatively quick to commercialize AI products and services. Consumers in China are similarly quick to adopt new products and services. As a result, the environment encourages the rapid development of AI and ML technologies and products.
The China market dominated the Asia Pacific Machine learning as a Service Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $2,940.6 million by 2028. The Japan market is anticipated to grow at a CAGR of 31.7% during (2022 - 2028). Additionally, The India market would showcase a CAGR of 33.4% during (2022 - 2028).
Based on End User, the market is segmented into IT & Telecom, BFSI, Manufacturing, Retail, Healthcare, Energy & Utilities, Public Sector, Aerospace & Defense, and Others. Based on Offering, the market is segmented into Services Only and Solution (Software Tools). Based on Organization Size, the market is segmented into Large Enterprises and Small & Medium Enterprises. Based on Application, the market is segmented into Marketing & Advertising, Fraud Detection & Risk Management, Computer vision, Security & Surveillance, Predictive analytics, Natural Language Processing, Augmented & Virtual Reality, and Others. Based on countries, the market is segmented into China, Japan, India, South Korea, Singapore, Malaysia, and Rest of Asia Pacific.
Free Valuable Insights: The Worldwide Machine learning as a Service Market is Projected to reach USD 36.2 Billion by 2028, at a CAGR of 31.6%
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Hewlett-Packard Enterprise Company, Oracle Corporation, Google LLC, Amazon Web Services, Inc. (Amazon.com, Inc.), IBM Corporation, Microsoft Corporation, Fair Isaac Corporation (FICO), SAS Institute, Inc., Yottamine Analytics, LLC, and BigML.
Scope of the Study
Market Segments Covered in the Report:
By End User
- IT & Telecom
- BFSI
- Manufacturing
- Retail
- Healthcare
- Energy & Utilities
- Public Sector
- Aerospace & Defense
- Others
By Offering
- Services Only
- Solution (Software Tools)
By Organization Size
- Large Enterprises
- Small & Medium Enterprises
By Application
- Marketing & Advertising
- Fraud Detection & Risk Management
- Computer vision
- Security & Surveillance
- Predictive analytics
- Natural Language Processing
- Augmented & Virtual Reality
- Others
By Country
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
Key Market Players
List of Companies Profiled in the Report:
- Hewlett-Packard Enterprise Company
- Oracle Corporation
- Google LLC
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- IBM Corporation
- Microsoft Corporation
- Fair Isaac Corporation (FICO)
- SAS Institute, Inc.
- Yottamine Analytics, LLC
- BigML
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Asia Pacific Machine learning as a Service Market, by End User
1.4.2 Asia Pacific Machine learning as a Service Market, by Offering
1.4.3 Asia Pacific Machine learning as a Service Market, by Organization Size
1.4.4 Asia Pacific Machine learning as a Service Market, by Application
1.4.5 Asia Pacific Machine learning as a Service Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.1.1 Partnerships, Collaborations and Agreements
3.1.2 Product Launches and Product Expansions
3.1.3 Acquisition and Mergers
3.1 Market Share Analysis, 2021
3.2 Top Winning Strategies
3.2.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.2.2 Key Strategic Move: (Product Launches and Product Expansions : 2018, Jan – 2022, May) Leading Players
3.2.3 Key Strategic Move: (Partnership, Collaboration and Agreement : 2019, Apr – 2022, Mar) Leading Players
Chapter 4. Asia Pacific Machine learning as a Service Market by End User
4.1 Asia Pacific IT & Telecom Market by Country
4.2 Asia Pacific BFSI Market by Country
4.3 Asia Pacific Manufacturing Market by Country
4.4 Asia Pacific Retail Market by Country
4.5 Asia Pacific Healthcare Market by Country
4.6 Asia Pacific Energy & Utilities Market by Country
4.7 Asia Pacific Public Sector Market by Country
4.8 Asia Pacific Aerospace & Defense Market by Country
4.9 Asia Pacific Other End User Market by Country
Chapter 5. Asia Pacific Machine learning as a Service Market by Offering
5.1 Asia Pacific Services Only Market by Country
5.2 Asia Pacific Solution (Software Tools) Market by Country
Chapter 6. Asia Pacific Machine learning as a Service Market by Organization Size
6.1 Asia Pacific Large Enterprises Market by Country
6.2 Asia Pacific Small & Medium Enterprises Market by Country
Chapter 7. Asia Pacific Machine learning as a Service Market by Application
7.1 Asia Pacific Marketing & Advertising Market by Country
7.2 Asia Pacific Fraud Detection & Risk Management Market by Country
7.3 Asia Pacific Computer vision Market by Country
7.4 Asia Pacific Security & Surveillance Market by Country
7.5 Asia Pacific Predictive analytics Market by Country
7.6 Asia Pacific Natural Language Processing Market by Country
7.7 Asia Pacific Augmented & Virtual Reality Market by Country
7.8 Asia Pacific Others Market by Country
Chapter 8. Asia Pacific Machine learning as a Service Market by Country
8.1 China Machine learning as a Service Market
8.1.1 China Machine learning as a Service Market by End User
8.1.2 China Machine learning as a Service Market by Offering
8.1.3 China Machine learning as a Service Market by Organization Size
8.1.4 China Machine learning as a Service Market by Application
8.2 Japan Machine learning as a Service Market
8.2.1 Japan Machine learning as a Service Market by End User
8.2.2 Japan Machine learning as a Service Market by Offering
8.2.3 Japan Machine learning as a Service Market by Organization Size
8.2.4 Japan Machine learning as a Service Market by Application
8.3 India Machine learning as a Service Market
8.3.1 India Machine learning as a Service Market by End User
8.3.2 India Machine learning as a Service Market by Offering
8.3.3 India Machine learning as a Service Market by Organization Size
8.3.4 India Machine learning as a Service Market by Application
8.4 South Korea Machine learning as a Service Market
8.4.1 South Korea Machine learning as a Service Market by End User
8.4.2 South Korea Machine learning as a Service Market by Offering
8.4.3 South Korea Machine learning as a Service Market by Organization Size
8.4.4 South Korea Machine learning as a Service Market by Application
8.5 Singapore Machine learning as a Service Market
8.5.1 Singapore Machine learning as a Service Market by End User
8.5.2 Singapore Machine learning as a Service Market by Offering
8.5.3 Singapore Machine learning as a Service Market by Organization Size
8.5.4 Singapore Machine learning as a Service Market by Application
8.6 Malaysia Machine learning as a Service Market
8.6.1 Malaysia Machine learning as a Service Market by End User
8.6.2 Malaysia Machine learning as a Service Market by Offering
8.6.3 Malaysia Machine learning as a Service Market by Organization Size
8.6.4 Malaysia Machine learning as a Service Market by Application
8.7 Rest of Asia Pacific Machine learning as a Service Market
8.7.1 Rest of Asia Pacific Machine learning as a Service Market by End User
8.7.2 Rest of Asia Pacific Machine learning as a Service Market by Offering
8.7.3 Rest of Asia Pacific Machine learning as a Service Market by Organization Size
8.7.4 Rest of Asia Pacific Machine learning as a Service Market by Application
Chapter 9. Company Profiles
9.1 Hewlett Packard Enterprise Company
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental and Regional Analysis
9.1.4 Research & Development Expense
9.1.5 Recent strategies and developments:
9.1.5.1 Product Launches and Product Expansions:
9.1.5.2 Acquisition and Mergers:
9.2 Oracle Corporation
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Segmental and Regional Analysis
9.2.4 Research & Development Expense
9.2.5 SWOT Analysis
9.3 Google LLC
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 Recent strategies and developments:
9.3.5.1 Partnerships, Collaborations, and Agreements:
9.3.5.2 Product Launches and Product Expansions:
9.4 Amazon Web Services, Inc. (Amazon.com, Inc.)
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental Analysis
9.4.4 Recent strategies and developments:
9.4.4.1 Partnerships, Collaborations, and Agreements:
9.4.4.2 Product Launches and Product Expansions:
9.5 IBM Corporation
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Regional & Segmental Analysis
9.5.4 Research & Development Expenses
9.5.5 Recent strategies and developments:
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.6 Microsoft Corporation
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Segmental and Regional Analysis
9.6.4 Research & Development Expenses
9.6.5 Recent strategies and developments:
9.6.5.1 Partnerships, Collaborations, and Agreements:
9.6.5.2 Product Launches and Product Expansions:
9.7 Fair Isaac Corporation (FICO)
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Segmental and Regional Analysis
9.7.4 Research & Development Expenses
9.8 SAS Institute, Inc.
9.8.1 Company Overview
9.8.2 Recent strategies and developments:
9.8.2.1 Partnerships, Collaborations, and Agreements:
9.9 Yottamine Analytics, LLC
9.9.1 Company Overview
9.10. BigML
9.10.1 Company Overview
TABLE 1 Asia Pacific Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 2 Asia Pacific Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Machine learning as a Service Market
TABLE 4 Product Launches And Product Expansions– Machine learning as a Service Market
TABLE 5 Acquisition and Mergers– Machine learning as a Service Market
TABLE 6 Asia Pacific Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 7 Asia Pacific Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 8 Asia Pacific IT & Telecom Market by Country, 2018 - 2021, USD Million
TABLE 9 Asia Pacific IT & Telecom Market by Country, 2022 - 2028, USD Million
TABLE 10 Asia Pacific BFSI Market by Country, 2018 - 2021, USD Million
TABLE 11 Asia Pacific BFSI Market by Country, 2022 - 2028, USD Million
TABLE 12 Asia Pacific Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 13 Asia Pacific Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 14 Asia Pacific Retail Market by Country, 2018 - 2021, USD Million
TABLE 15 Asia Pacific Retail Market by Country, 2022 - 2028, USD Million
TABLE 16 Asia Pacific Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 17 Asia Pacific Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 18 Asia Pacific Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 19 Asia Pacific Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 20 Asia Pacific Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 21 Asia Pacific Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 22 Asia Pacific Aerospace & Defense Market by Country, 2018 - 2021, USD Million
TABLE 23 Asia Pacific Aerospace & Defense Market by Country, 2022 - 2028, USD Million
TABLE 24 Asia Pacific Other End User Market by Country, 2018 - 2021, USD Million
TABLE 25 Asia Pacific Other End User Market by Country, 2022 - 2028, USD Million
TABLE 26 Asia Pacific Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 27 Asia Pacific Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 28 Asia Pacific Services Only Market by Country, 2018 - 2021, USD Million
TABLE 29 Asia Pacific Services Only Market by Country, 2022 - 2028, USD Million
TABLE 30 Asia Pacific Solution (Software Tools) Market by Country, 2018 - 2021, USD Million
TABLE 31 Asia Pacific Solution (Software Tools) Market by Country, 2022 - 2028, USD Million
TABLE 32 Asia Pacific Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 33 Asia Pacific Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 34 Asia Pacific Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 35 Asia Pacific Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 36 Asia Pacific Small & Medium Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 37 Asia Pacific Small & Medium Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 38 Asia Pacific Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 39 Asia Pacific Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 40 Asia Pacific Marketing & Advertising Market by Country, 2018 - 2021, USD Million
TABLE 41 Asia Pacific Marketing & Advertising Market by Country, 2022 - 2028, USD Million
TABLE 42 Asia Pacific Fraud Detection & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 43 Asia Pacific Fraud Detection & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 44 Asia Pacific Computer vision Market by Country, 2018 - 2021, USD Million
TABLE 45 Asia Pacific Computer vision Market by Country, 2022 - 2028, USD Million
TABLE 46 Asia Pacific Security & Surveillance Market by Country, 2018 - 2021, USD Million
TABLE 47 Asia Pacific Security & Surveillance Market by Country, 2022 - 2028, USD Million
TABLE 48 Asia Pacific Predictive analytics Market by Country, 2018 - 2021, USD Million
TABLE 49 Asia Pacific Predictive analytics Market by Country, 2022 - 2028, USD Million
TABLE 50 Asia Pacific Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 51 Asia Pacific Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 52 Asia Pacific Augmented & Virtual Reality Market by Country, 2018 - 2021, USD Million
TABLE 53 Asia Pacific Augmented & Virtual Reality Market by Country, 2022 - 2028, USD Million
TABLE 54 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 55 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 56 Asia Pacific Machine learning as a Service Market by Country, 2018 - 2021, USD Million
TABLE 57 Asia Pacific Machine learning as a Service Market by Country, 2022 - 2028, USD Million
TABLE 58 China Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 59 China Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 60 China Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 61 China Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 62 China Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 63 China Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 64 China Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 65 China Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 66 China Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 67 China Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 68 Japan Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 69 Japan Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 70 Japan Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 71 Japan Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 72 Japan Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 73 Japan Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 74 Japan Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 75 Japan Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 76 Japan Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 77 Japan Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 78 India Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 79 India Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 80 India Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 81 India Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 82 India Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 83 India Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 84 India Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 85 India Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 86 India Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 87 India Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 88 South Korea Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 89 South Korea Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 90 South Korea Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 91 South Korea Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 92 South Korea Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 93 South Korea Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 94 South Korea Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 95 South Korea Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 96 South Korea Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 97 South Korea Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 98 Singapore Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 99 Singapore Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 100 Singapore Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 101 Singapore Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 102 Singapore Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 103 Singapore Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 104 Singapore Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 105 Singapore Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 106 Singapore Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 107 Singapore Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 108 Malaysia Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 109 Malaysia Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 110 Malaysia Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 111 Malaysia Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 112 Malaysia Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 113 Malaysia Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 114 Malaysia Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 115 Malaysia Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 116 Malaysia Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 117 Malaysia Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 118 Rest of Asia Pacific Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 119 Rest of Asia Pacific Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 120 Rest of Asia Pacific Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 121 Rest of Asia Pacific Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 122 Rest of Asia Pacific Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 123 Rest of Asia Pacific Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 124 Rest of Asia Pacific Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 125 Rest of Asia Pacific Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 126 Rest of Asia Pacific Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 127 Rest of Asia Pacific Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 128 key information – Hewlett Packard Enterprise Company
TABLE 129 Key Information – Oracle Corporation
TABLE 130 Key Information – Google LLC
TABLE 131 Key Information – AMAZON WEB SERVICES, INC.
TABLE 132 Key information – IBM Corporation
TABLE 133 key information – Microsoft Corporation
TABLE 134 Key Information – Fair Isaac Corporation
TABLE 135 Key information – SAS Institute, Inc.
TABLE 136 Key information – Yottamine Analytics, LLC
TABLE 137 Key information – BigML
List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 5 Key Strategic Move: (Product Launches and Product Expansions : 2018, Jan – 2022, may) Leading Players
FIG 6 Key Strategic Move: (Partnership, collaboration and agreement : 2019, apr – 2022, mar) Leading Players
FIG 7 Recent strategies and developments: Hewlett-Packard Enterprise Company
FIG 8 SWOT analysis: Oracle Corporation
FIG 9 Recent strategies and developments: Google LLC
FIG 10 Recent strategies and developments: Amazon Web Services, Inc.
FIG 11 Recent strategies and developments: Microsoft Corporation