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Secret of true AI at DELL EMC is diversity of its creators

Without diverse input at the building stage, the outlook of any artificial intelligence can be very one dimensional – but DELL is helping such software systems see the bigger picture ... 

TECHNOLOGICAL advances mean the world is changing so rapidly it’s a struggle to keep up.

One of the key issues is the ever-growing skills gap because, while it is commonly thought by the older generation that many young people all want to enter the technology sector, the reality is that not enough are studying STEM subjects to meet future needs.

For Dell Technologies the answer is a diverse and inclusive workforce that includes minority groups, females as well as men, and everyone from graduates to those re-entering the workforce at a later stage in life.

Diversity and inclusion is seen by Dell Technologies not just as a politically correct slogan but a business imperative - which is why the company has launched a range of programmes to attract and retain diverse talent.

Dell Technologies’ diversity and inclusion strategy is as important as its technology strategy because it is regarded as bringing business and social value to the company.

“We are in 180 countries and have 140,000 employees and what they want is to create a place where people can come to work and be themselves,” said Tricia Smyth, EMEA Diversity and Inclusion Lead for Dell Technologies.  “We want them to feel a sense of belonging so they do their best work rather than sit worrying about how they are perceived.

LEADING THE WAY:  Tricia Smyth, EMEA Diversity and Inclusion Lead for Dell Technologies

That is a key part of their code of conduct. On the flip side they want customers to see they value these groups.” Artificial intelligence (AI) is one area where homogeneity does not make good business sense.

“At the end of the day AI is programmed by a person and if you have a homogenous group programming it means there is just one dimension,” pointed out Smyth. “If they can apply diversity to that they are more likely to reflect what customers are looking for.

“As one of the largest technology companies in the world the onus is on us to use that position of privilege to make a difference. 

“We are in a unique position to work on global challenges and they have built their agenda around sustainability, inclusion and transforming lives with technology.”The seriousness of the skills gap can be seen in the fact that by 2024 in Europe and North America alone there are expected to be 600,000 unfilled computing jobs based on current graduation rates. 

This is where programmes like STEMAspire comes in as it is aimed at encouraging females to study science, technology, engineering or mathematics and reverse the tendency for female students to drop out before they finish their studies. 

This is Dell Technologies’ biggest programme in Scotland and has been so successful that the same model is being adopted by the company’s Pride employee resource group to encourage more of the LGBT community to enter the field. “We have just finished piloting this in Ireland and the feedback has been superb both from the mentors and mentees,” said Smyth. 

“For mentors it is good to see they can cultivate talent and from the LGBT standpoint they are providing role models within Dell Technologies. Often LGBT students fail to make the transition from college or university into the industry as they are unsure of how they will be received.”

Dell Technologies also goes into secondary schools with its Digital Futures Programme to give pupils an idea of what it is really like to work in the sector and the range of jobs available.

“This is working well too,” said Smyth. “At the start of one of my accurate sessions I asked for a show of hands of those considering a career in the technology industry. Three out of 165 pupils put their hands up but at the end of the hour every single hand went up. They show how technology affects everything they do so that they can see all the different aspects of being a computer programmer.”

Another Dell Technologies programme centres on those who have taken a few years out of the workplace and would like to go back to work but are in need of new skills as well as a confidence boost.

Flexible working is also seen as key to encouraging people with family responsibilities to work for Dell Technologies and by 2020 it is expected that nearly 50 per cent of the workforce will have flexible work arrangements.

“We want to attract talent and make sure they create an environment where people can be themselves,” said Smyth. 

“Dell Technologies is committed to that and is regularly voted one of the most ethical and most admired companies.

She added: “The core to all of this is addressing issues of bias. They all have biases and these affect how they make decisions so they need to be aware of them.”In order to help employees recognise their biases the company has launched its Many Advocating Real Change (MARC) programme.

“We are not trying to change people but they need to eliminate bias from how they hire and recruit to make sure they build a diverse workforce,” said Smyth. “People tend to hire someone they like or someone like them so it is building awareness that someone unlike you does not always mean worse - it just means different.” 

For more information go to https://corporate.delltechnologies.com/en-us/social-impact/cultivating-inclusion.htm

------------------------------------

Gender was on the agenda in Edinburgh

Dell Technologies are working collaboratively with Equate Scotland to help support and prepare the next generation of female STEM professionals entering today’s transforming work environment. 

Scotland’s gender equality expert within STEM Equate Scotland, recently hosted their annual Student Network Conference and Awards Ceremony at the Edinburgh Centre for Carbon Innovation. Equate Scotland, established in 2006, is an organisation that actively promotes and encourages the advancement of women in science, technology, engineering and mathematics. 

CAPITAL VENTURE: The Student Network Conference and Awards Ceremony

The event brought together female students from colleges and universities across Scotland, celebrating their passion for their chosen field. Students connected with inspiring female professionals from companies such as Dell Technologies, Data Lab, Ernst Young and Balfour Beatty, to help build on their network and enhance their career development.

The conference came about as part of Equate Scotland’s strategy to make tangible and sustainable change in Scotland, enabling the development of women studying and working within STEM industries by supporting their recruitment, retention and career progression.

Scotland’s STEM employment sector struggles with skills shortages which many expect will be exacerbated by Britain’s exit from the European Union. Studies suggest there are too few students coming through, particularly females, which jeopardises Scotland’s chance to be at the forefront of innovation. 

Only 25% of women have a profession within the STEM sector and 70% of university students studying STEM will not progress onto a role within the industry. Dell Technologies attended the event and hosted an interactive workshop for students and employers. The workshop focused on effective communication and social media, providing students with tips and guidance on how to enhance and maintain a professional social media presence across platforms such as LinkedIn and Twitter.   

Sarah O’Donnell, Executive Communications at Dell Technologies says: “The event was very much a celebration of super inspiring young women, bringing them together to connect with peers and other female professionals to help enhance their career development. 

“Dell Technologies were delighted to support the event and I was particularly privileged to impart some of my knowledge on social media and communication skills in a super interactive workshop.” 

Equate Scotland initially connected with Dell Technologies in 2017, providing support in the launch of their STEMAspire mentoring programme. The programme came about as part of

Dell Technologies wider social impact strategy to drive growth and innovation through advancing diversity and inclusion in the workplace.  

Global Data Protection as a Service (DPaaS) Market [2023-2030] | Unprecedented Growth in Industry

[119 Pages Report] Global Data Protection as a Service (DPaaS) Market [2023-2030] research report is a compilation of information and analysis obtained from various sources to assist businesses in understanding the current market situation by type trends [Disaster Recovery as a Service (DRaaS), Backup as a Service (BaaS), Storage as a Service (STaaS)] and competitors by application [Large Enterprises, Small and Medium Enterprises (SMEs)]. These insights enable them to make informed decisions and develop effective growth strategies.

The Global Data Protection as a Service (DPaaS) Market is Forecasted to Reach a Multimillion-Dollar Valuation by 2030, Exhibiting an Unexpected CAGR During the Forecast Period of 2023-2030, as Compared to Data from 2018 to 2022. Ask for a sample Report

Hewlett Packard Enterprise Company Cisco Systems VMware, Inc. Veritas Technologies Quantum Corporation Acronis International GmbH International Business Machines Corporation Carbonite, Inc HP Development Company Commvault Systems, Inc. Dell EMC Asigra, Inc. Commvault Systems, Inc. Amazon Web Services EMC Corporation

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Data protection as a service (DPaaS) is a cloud-based or web-delivered service for protecting data assets. DPaaS protects the data that lives on the systems, and DRaaS helps protect your infrastructure as well as your data. Combining disaster recovery with data protection is a good way to maintain a strong business continuity plan.

Based on the Data Protection as a Service (DPaaS) market development status, competitive landscape and development model in different regions of the world, this report is dedicated to providing niche markets, potential risks and comprehensive competitive strategy analysis in different fields. From the competitive advantages of different types of products and services, the development opportunities and consumption characteristics and structure analysis of the downstream application fields are all analyzed in detail. To Boost Growth during the epidemic era, this report analyzes in detail for the potential risks and opportunities which can be focused on.

The Data Protection as a Service (DPaaS) market research report is the outcome of comprehensive primary and secondary research. It offers a detailed analysis of the current and future objectives of the market, including a competitive analysis of the industry categorized by application, type, and regional trends. Additionally, the report presents a dashboard overview of the performance of the leading companies in the market, highlighting their past and present accomplishments. The research employs a variety of methodologies and analyses to provide precise and comprehensive information about the Data Protection as a Service (DPaaS) Market.

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The Global Data Protection as a Service (DPaaS) Market is categorized into multiple types and applications based on product type and category. The market's growth in terms of value and volume is assessed by calculating the Compound Annual Growth Rate (CAGR) for the forecast period spanning from 2023 to 2030.

Disaster Recovery as a Service (DRaaS)

Backup as a Service (BaaS)

Storage as a Service (STaaS)

Large Enterprises

Small and Medium Enterprises (SMEs)

The Data Protection as a Service (DPaaS) Market report comprehensively analyses the ramifications of the Coronavirus (COVID-19) pandemic on the Data Protection as a Service (DPaaS) industry. It provides a thorough exam of the impact of the COVID-19 outbreak on the industry, including a comprehensive risk analysis and industry recommendations for the Data Protection as a Service (DPaaS) sector during this extraordinary period. The report also presents a comparative analysis of the market before and after the COVID-19 pandemic, while delving into the effects of COVID-19 across the industry supply chain.

The report's major highlight lies in offering companies within the industry a strategic analysis of the COVID-19 impact. Furthermore, it analyzes the markets of the top 20 countries and presents an overview of the market potential in these nations.

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The report provides a basic overview of the industry including definitions, classifications, and industry chain structure. The Data Protection as a Service (DPaaS) market analysis is provided for the international markets including development trends, competitive landscape analysis, and key regions development status. Development policies and plans are discussed as well as manufacturing processes and cost structures are also analyzed. This report also states import/export consumption, supply and demand, price, revenue, and gross margins. The report focuses on major leading industry players providing information such as company profiles, product pictures and specifications, shipments, price, revenue, and contact information. The Data Protection as a Service (DPaaS) industry development trends are analyzed.

The Data Protection as a Service (DPaaS) market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive landscape, sales analysis, the impact of domestic and global market players, value chain optimization, trade regulations, accurate developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations during the forecast period (2023-2030).

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The Data Protection as a Service (DPaaS) market report includes a descriptive overview of Data Protection as a Service (DPaaS)s, covering their applications, advantages, limitations, and more. In addition, the report provides an extensive account of the currently available Data Protection as a Service (DPaaS) that will impact the future market of Data Protection as a Service (DPaaS)s.

The report contains a detailed review of the Data Protection as a Service (DPaaS) market, encompassing historical and forecasted market size. This information will provide an edge for developing business strategies by understanding the trends shaping and driving the Data Protection as a Service (DPaaS) market.

The Global Data Protection as a Service (DPaaS) Market (2023-2030) report offers an in-depth analysis of the global Data Protection as a Service (DPaaS) market, including a detailed description of market sizing and growth. The report analyzes the global Data Protection as a Service (DPaaS) market by value and region, providing regional analysis for various regions such as the US, Europe, Japan, China, and India.

Moreover, the report assesses the key opportunities in the market and outlines the factors driving the growth of the industry. The report forecasts the growth of the overall global Data Protection as a Service (DPaaS) market for the period 2023-2030, taking into consideration the previous growth patterns, growth drivers, and current and future trends.

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Regional analysis is another highly comprehensive part of the research and analysis study of the global Data Protection as a Service (DPaaS) market presented in the report. This section sheds light on the sales growth of different regional and country-level Data Protection as a Service (DPaaS) markets. The research report provides a detailed and accurate country-wise volume analysis and region-wise market size analysis of the global Data Protection as a Service (DPaaS) market.

United States

Europe (Germany, UK, France, Italy, Spain, Russia, Poland)

China

Japan

India

Southeast Asia (Malaysia, Singapore, Philippines, Indonesia, Thailand, Vietnam)

Latin America (Brazil, Mexico, Colombia)

Middle East and Africa (Saudi Arabia, United Arab Emirates, Turkey, Egypt, South Africa, Nigeria)

Other Regions

Achieve an up-to-date understanding of the landscape of the overall Data Protection as a Service (DPaaS) Market, on both a broad and granular level; this also provides a highly accessible reference that is useful in any strategic decision-making process.

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1 Market Overview 1.1 Product Definition and Market Characteristics 1.2 Global Data Protection as a Service (DPaaS) Market Size 1.3 Market Segmentation 1.4 Global Macroeconomic Analysis 1.5 SWOT Analysis

2. Market Dynamics 2.1 Market Drivers 2.2 Market Constraints and Challenges 2.3 Emerging Market Trends 2.4 Impact of COVID-19 2.4.1 Short-term Impact 2.4.2 Long-term Impact

3 Associated Industry Assessment 3.1 Supply Chain Analysis 3.2 Industry Active Participants 3.2.1 Suppliers of Raw Materials 3.2.2 Key Distributors/Retailers 3.3 Alternative Analysis 3.4 The Impact of Covid-19 From the Perspective of Industry Chain

4 Market Competitive Landscape 4.1 Industry Leading Players 4.2 Industry News 4.2.1 Key Product Launch News 4.2.2 MandA and Expansion Plans

5 Analysis of Leading Companies 5.1 Hewlett Packard Enterprise Company 5.1.1 Hewlett Packard Enterprise Company Company Profile 5.1.2 Hewlett Packard Enterprise Company Business Overview 5.1.3 Hewlett Packard Enterprise Company Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.1.4 Hewlett Packard Enterprise Company Data Protection as a Service (DPaaS) Products Introduction 5.2 Cisco Systems 5.2.1 Cisco Systems Company Profile 5.2.2 Cisco Systems Business Overview 5.2.3 Cisco Systems Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.2.4 Cisco Systems Data Protection as a Service (DPaaS) Products Introduction 5.3 VMware, Inc. 5.3.1 VMware, Inc. Company Profile 5.3.2 VMware, Inc. Business Overview 5.3.3 VMware, Inc. Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.3.4 VMware, Inc. Data Protection as a Service (DPaaS) Products Introduction 5.4 Veritas Technologies 5.4.1 Veritas Technologies Company Profile 5.4.2 Veritas Technologies Business Overview 5.4.3 Veritas Technologies Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.4.4 Veritas Technologies Data Protection as a Service (DPaaS) Products Introduction 5.5 Quantum Corporation 5.5.1 Quantum Corporation Company Profile 5.5.2 Quantum Corporation Business Overview 5.5.3 Quantum Corporation Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.5.4 Quantum Corporation Data Protection as a Service (DPaaS) Products Introduction 5.6 Acronis International GmbH 5.6.1 Acronis International GmbH Company Profile 5.6.2 Acronis International GmbH Business Overview 5.6.3 Acronis International GmbH Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.6.4 Acronis International GmbH Data Protection as a Service (DPaaS) Products Introduction 5.7 International Business Machines Corporation 5.7.1 International Business Machines Corporation Company Profile 5.7.2 International Business Machines Corporation Business Overview 5.7.3 International Business Machines Corporation Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.7.4 International Business Machines Corporation Data Protection as a Service (DPaaS) Products Introduction 5.8 Carbonite, Inc 5.8.1 Carbonite, Inc Company Profile 5.8.2 Carbonite, Inc Business Overview 5.8.3 Carbonite, Inc Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.8.4 Carbonite, Inc Data Protection as a Service (DPaaS) Products Introduction 5.9 HP Development Company 5.9.1 HP Development Company Company Profile 5.9.2 HP Development Company Business Overview 5.9.3 HP Development Company Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.9.4 HP Development Company Data Protection as a Service (DPaaS) Products Introduction 5.10 Commvault Systems, Inc. 5.10.1 Commvault Systems, Inc. Company Profile 5.10.2 Commvault Systems, Inc. Business Overview 5.10.3 Commvault Systems, Inc. Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.10.4 Commvault Systems, Inc. Data Protection as a Service (DPaaS) Products Introduction 5.11 Dell EMC 5.11.1 Dell EMC Company Profile 5.11.2 Dell EMC Business Overview 5.11.3 Dell EMC Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.11.4 Dell EMC Data Protection as a Service (DPaaS) Products Introduction 5.12 Asigra, Inc. 5.12.1 Asigra, Inc. Company Profile 5.12.2 Asigra, Inc. Business Overview 5.12.3 Asigra, Inc. Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.12.4 Asigra, Inc. Data Protection as a Service (DPaaS) Products Introduction 5.13 Commvault Systems, Inc. 5.13.1 Commvault Systems, Inc. Company Profile 5.13.2 Commvault Systems, Inc. Business Overview 5.13.3 Commvault Systems, Inc. Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.13.4 Commvault Systems, Inc. Data Protection as a Service (DPaaS) Products Introduction 5.14 Amazon Web Services 5.14.1 Amazon Web Services Company Profile 5.14.2 Amazon Web Services Business Overview 5.14.3 Amazon Web Services Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.14.4 Amazon Web Services Data Protection as a Service (DPaaS) Products Introduction 5.15 EMC Corporation 5.15.1 EMC Corporation Company Profile 5.15.2 EMC Corporation Business Overview 5.15.3 EMC Corporation Data Protection as a Service (DPaaS) Sales, Revenue, Average Selling Price and Gross Margin (2015-2020) 5.15.4 EMC Corporation Data Protection as a Service (DPaaS) Products Introduction

6 Market Analysis and Forecast, By Product Types 6.1 Global Data Protection as a Service (DPaaS) Sales, Revenue and Market Share by Types (2015-2020) 6.1.1 Global Data Protection as a Service (DPaaS) Sales and Market Share by Types (2015-2020) 6.1.2 Global Data Protection as a Service (DPaaS) Revenue and Market Share by Types (2015-2020) 6.1.3 Global Data Protection as a Service (DPaaS) Price by Types (2015-2020) 6.2 Global Data Protection as a Service (DPaaS) Market Forecast by Types (2020-2025) 6.2.1 Global Data Protection as a Service (DPaaS) Market Forecast Sales and Market Share by Types (2020-2025) 6.2.2 Global Data Protection as a Service (DPaaS) Market Forecast Revenue and Market Share by Types (2020-2025) 6.3 Global Data Protection as a Service (DPaaS) Sales, Price and Growth Rate by Types (2015-2020) 6.3.1 Global Data Protection as a Service (DPaaS) Sales, Price and Growth Rate of Disaster Recovery as a Service (DRaaS) 6.3.2 Global Data Protection as a Service (DPaaS) Sales, Price and Growth Rate of Backup as a Service (BaaS) 6.3.3 Global Data Protection as a Service (DPaaS) Sales, Price and Growth Rate of Storage as a Service (STaaS) 6.4 Global Data Protection as a Service (DPaaS) Market Revenue and Sales Forecast, by Types (2020-2025) 6.4.1 Disaster Recovery as a Service (DRaaS) Market Revenue and Sales Forecast (2020-2025) 6.4.2 Backup as a Service (BaaS) Market Revenue and Sales Forecast (2020-2025) 6.4.3 Storage as a Service (STaaS) Market Revenue and Sales Forecast (2020-2025)

7 Market Analysis and Forecast, By Applications 7.1 Global Data Protection as a Service (DPaaS) Sales, Revenue and Market Share by Applications (2015-2020) 7.1.1 Global Data Protection as a Service (DPaaS) Sales and Market Share by Applications (2015-2020) 7.1.2 Global Data Protection as a Service (DPaaS) Revenue and Market Share by Applications (2015-2020) 7.2 Global Data Protection as a Service (DPaaS) Market Forecast by Applications (2020-2025) 7.2.1 Global Data Protection as a Service (DPaaS) Market Forecast Sales and Market Share by Applications (2020-2025) 7.2.2 Global Data Protection as a Service (DPaaS) Market Forecast Revenue and Market Share by Applications (2020-2025) 7.3 Global Revenue, Sales and Growth Rate by Applications (2015-2020) 7.3.1 Global Data Protection as a Service (DPaaS) Revenue, Sales and Growth Rate of Large Enterprises (2015-2020) 7.3.2 Global Data Protection as a Service (DPaaS) Revenue, Sales and Growth Rate of Small and Medium Enterprises (SMEs) (2015-2020) 7.4 Global Data Protection as a Service (DPaaS) Market Revenue and Sales Forecast, by Applications (2020-2025) 7.4.1 Large Enterprises Market Revenue and Sales Forecast (2020-2025) 7.4.2 Small and Medium Enterprises (SMEs) Market Revenue and Sales Forecast (2020-2025)

8 Market Analysis and Forecast, By Regions 8.1 Global Data Protection as a Service (DPaaS) Sales by Regions (2015-2020) 8.2 Global Data Protection as a Service (DPaaS) Market Revenue by Regions (2015-2020) 8.3 Global Data Protection as a Service (DPaaS) Market Forecast by Regions (2020-2025)

9 North America Data Protection as a Service (DPaaS) Market Analysis 9.1 Market Overview and Prospect Analysis 9.2 North America Data Protection as a Service (DPaaS) Market Sales and Growth Rate (2015-2020) 9.3 North America Data Protection as a Service (DPaaS) Market Revenue and Growth Rate (2015-2020) 9.4 North America Data Protection as a Service (DPaaS) Market Forecast 9.5 The Influence of COVID-19 on North America Market 9.6 North America Data Protection as a Service (DPaaS) Market Analysis by Country 9.6.1 U.S. Data Protection as a Service (DPaaS) Sales and Growth Rate 9.6.2 Canada Data Protection as a Service (DPaaS) Sales and Growth Rate 9.6.3 Mexico Data Protection as a Service (DPaaS) Sales and Growth Rate

10 Europe Data Protection as a Service (DPaaS) Market Analysis 10.1 Market Overview and Prospect Analysis 10.2 Europe Data Protection as a Service (DPaaS) Market Sales and Growth Rate (2015-2020) 10.3 Europe Data Protection as a Service (DPaaS) Market Revenue and Growth Rate (2015-2020) 10.4 Europe Data Protection as a Service (DPaaS) Market Forecast 10.5 The Influence of COVID-19 on Europe Market 10.6 Europe Data Protection as a Service (DPaaS) Market Analysis by Country 10.6.1 Germany Data Protection as a Service (DPaaS) Sales and Growth Rate 10.6.2 United Kingdom Data Protection as a Service (DPaaS) Sales and Growth Rate 10.6.3 France Data Protection as a Service (DPaaS) Sales and Growth Rate 10.6.4 Italy Data Protection as a Service (DPaaS) Sales and Growth Rate 10.6.5 Spain Data Protection as a Service (DPaaS) Sales and Growth Rate 10.6.6 Russia Data Protection as a Service (DPaaS) Sales and Growth Rate

11 Asia-Pacific Data Protection as a Service (DPaaS) Market Analysis 11.1 Market Overview and Prospect Analysis 11.2 Asia-Pacific Data Protection as a Service (DPaaS) Market Sales and Growth Rate (2015-2020) 11.3 Asia-Pacific Data Protection as a Service (DPaaS) Market Revenue and Growth Rate (2015-2020) 11.4 Asia-Pacific Data Protection as a Service (DPaaS) Market Forecast 11.5 The Influence of COVID-19 on Asia Pacific Market 11.6 Asia-Pacific Data Protection as a Service (DPaaS) Market Analysis by Country 11.6.1 China Data Protection as a Service (DPaaS) Sales and Growth Rate 11.6.2 Japan Data Protection as a Service (DPaaS) Sales and Growth Rate 11.6.3 South Korea Data Protection as a Service (DPaaS) Sales and Growth Rate 11.6.4 Australia Data Protection as a Service (DPaaS) Sales and Growth Rate 11.6.5 India Data Protection as a Service (DPaaS) Sales and Growth Rate

12 South America Data Protection as a Service (DPaaS) Market Analysis 12.1 Market Overview and Prospect Analysis 12.2 South America Data Protection as a Service (DPaaS) Market Sales and Growth Rate (2015-2020) 12.3 South America Data Protection as a Service (DPaaS) Market Revenue and Growth Rate (2015-2020) 12.4 South America Data Protection as a Service (DPaaS) Market Forecast 12.5 The Influence of COVID-19 on South America Market 12.6 South America Data Protection as a Service (DPaaS) Market Analysis by Country 12.6.1 Brazil Data Protection as a Service (DPaaS) Sales and Growth Rate 12.6.2 Argentina Data Protection as a Service (DPaaS) Sales and Growth Rate 12.6.3 Columbia Data Protection as a Service (DPaaS) Sales and Growth Rate

13 Middle East and Africa Data Protection as a Service (DPaaS) Market Analysis 13.1 Market Overview and Prospect Analysis 13.2 Middle East and Africa Data Protection as a Service (DPaaS) Market Sales and Growth Rate (2015-2020) 13.3 Middle East and Africa Data Protection as a Service (DPaaS) Market Revenue and Growth Rate (2015-2020) 13.4 Middle East and Africa Data Protection as a Service (DPaaS) Market Forecast 13.5 The Influence of COVID-19 on Middle East and Africa Market 13.6 Middle East and Africa Data Protection as a Service (DPaaS) Market Analysis by Country 13.6.1 UAE Data Protection as a Service (DPaaS) Sales and Growth Rate 13.6.2 Egypt Data Protection as a Service (DPaaS) Sales and Growth Rate 13.6.3 South Africa Data Protection as a Service (DPaaS) Sales and Growth Rate

14 Conclusions and Recommendations 14.1 Key Market Findings and Prospects 14.2 Advice for Investors

15 Appendix 15.1 Methodology 15.2 Research Data Source

Continued. . .

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