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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 6 Issue 6, September-October 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2058
Digital Infrastructure: A Mini Review
Matthew N. O. Sadiku1
, Uwakwe C. Chukwu2
, Abayomi Ajayi-Majebi3
, Sarhan M. Musa1
1
Roy G. Perry College of Engineering, Prairie View A&M University, Prairie View, TX, USA
2
Department of Engineering Technology, South Carolina State University, Orangeburg, SC, USA
3
Department of Manufacturing Engineering, Central State University, Wilberforce, OH, USA
ABSTRACT
The digitization of almost every aspect of our lives implies that we
now depend on the infrastructure that enables this connectivity.
Digital infrastructure refers to the “bridges and roads” that support
the global economy, in particular the digital economy. This includes
data centers, fiber optic cable, and mobile phone. It is now
indispensable necessity since it constitutes the foundation of the
digital economy and enables the connectivity that we all enjoy. This
is why national governments prioritize digital connectivity for their
citizens. This paper introduces the reader to digital infrastructure.
KEYWORDS: digitalization, digital technology, digital infrastructure
How to cite this paper: Matthew N. O.
Sadiku | Uwakwe C. Chukwu | Abayomi
Ajayi-Majebi | Sarhan M. Musa "Digital
Infrastructure: A Mini Review"
Published in
International Journal
of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-6 |
Issue-6, October
2022, pp.2058-2062, URL:
www.ijtsrd.com/papers/ijtsrd52242.pdf
Copyright © 2022 by author(s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
INTRODUCTION
Digital technologies came to the fore during the
pandemic, with millions of people successfully
working from home. The pandemic has demonstrated
the importance of digital infrastructure assets. As the
Covid-19 pandemic has introduced social distancing
and lockdown orders across the world, the need for
digital connectivity has become evident and pressing.
There is no denying that the Covid-19 pandemic has
pushed digital adoption forward.
WHAT IS DIGITAL INFRASTRUTURE?
Infrastructure has always been important to nations’
economic growth and success. The infrastructure of
any nation is the major driver for any country’s
competitiveness.
Nations have gradually improved their infrastructures
for traffic, communication, and energy. However, the
use of technology in traditional infrastructure sectors
is lagging behind. Recent developments indicate the
need to engage with digitization and critical
infrastructure, as illustrated in Figure 1 [1]. There is a
need for targeted implementation of the digital
infrastructure to prevent a nation from losing its
competitiveness.
Digital infrastructure refers to the interconnection of
physical and virtual technologies (such as compute,
storage, network, applications, and IaaS, PaaS and
SaaS platforms) to provide the foundation of a
company’s operations. It serves as the basis for
“Industry 4.0” innovations, digital activities, and
significant productivity improvement. Connectivity,
information and communications technology (ICT),
and transport are the major building blocks of digital
infrastructure. The physical assets include data
centers, macro towers, small cells, fiber optic cables,
sub sea cables, and satellites. Figure 2 shows a typical
digital infrastructure [2].
Digital infrastructure has become more of an
indispensable necessity today. It is the building block
of a modern economy. As shown Figure 3, examples
of digital infrastructure include [3]:
Internet Backbone: Computer networks have
become critical infrastructure for nations around
IJTSRD52242
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2059
the world. Continents, nations, and regions
connect networks to form the Internet, includes
communications cables and facilities. Roughly
60% of the world’s population uses the Internet
mainly for shopping.
Mobile Telecommunications: This consists of
cellular networks that provide wireless broadband
Internet and communication services.
Virtual Technologies: These include compute,
storage, network, applications, and IaaS, PaaS,
and SaaS platforms.
Fiber Optics Cable: This connects data center to a
macro tower to enable transmission of data to our
mobile devices.
Communications Satellite: Satellites cover
continents and provide information services
across regions of the world.
Data Centers: These refer to facilities that
manage computing, data storage and network
services.
APIs & Integration Services: These services
permit various platforms, systems and
applications to work together and share
information. It has become so popular in recent
years that it is an indispensable part of the
economy.
User Devices: Devices such as mobile phones,
laptops, IoT Robots, machines, sensors, and
facilities fall under this category.
This is by no means a comprehensive list. Figure 4
shows the key elements of digital infrastructure [4].
Each element is necessary to create robust, scalable,
sustainable, and equitable infrastructure for the
society. Each element defines a component of
infrastructure that must be addressed.
APPLICATIONS OF DIGITAL
INFRASTRUCTURE
Digital infrastructures can be regarded as shared,
heterogeneous, open, and evolving sociotechnical
systems comprising an installed base of diverse
information technology capabilities and their user.
Every organization must ensure that it is future-ready
with a digital infrastructure. Every sector is digitizing
due to the efficiencies that can be realized. Some
common applications of digital infrastructure include
the following.
Healthcare: Just like other industries, healthcare
is increasingly turning to digital technologies to
thrive and meet customer demands. Digitized
healthcare will enable efficiency through
seamless communication between hospitals,
pharmacies, and patients. Connected devices will
help doctors to monitor patients remotely.
Economy: We live in a winner-takes-all digital
economy, where power is concentrated in the
hands of a few actors who control what we read
and what we see, leaving citizens with little or no
choice. Digital economy requires digital
infrastructure to thrive. The impact of digital
infrastructure on economy cannot be
underestimated. It provides people with the ability
to access services such as education, healthcare,
ecommerce, and banking. An increasingly digital
economy will require a reliable and accessible
digital infrastructure and major investments in
sophisticated networks, cybersecurity, and
electronics.
Business: Digital transformation is driving the
business world. In order for brick and mortar
businesses to have a digital presence in the
current marketplace, they have changed to the
digital platform. Big retailers such as Walmart,
Target, Best Buy, and Amazon have stepped up
their digital game. The business’s digital
infrastructure is the operating system of the
business. The business cannot function without a
digital infrastructure. Businesses use digital
infrastructure to re-architect their services for
global digital delivery. Digital infrastructure helps
a business become smarter and enable it to meet
customer demands and employee productivity.
Consumers are using the Internet and mobile apps
to purchase products and services. The successful
operation of any business now largelydepends on
a combination of user experience, appealing
business models, and business agility. Sustainable
business practices must apply triple bottom line-
people, profit, and planet.
BENEFITS
Businesses around the world are now taking
advantage of digital infrastructure in order to get
ahead of their competition. Digital infrastructure
enhances and contributes to the economy and quality
of life. Organizations are now embracing the change
in digital infrastructure in order to solve complex
business problems and to improve customer retention.
Every nation around the world now has a specific
digital strategy to ensure that the country can compete
in the global economy and to ensure citizens have
access to connectivity. It has been estimated that the
digital infrastructure industry has eliminated 80% of
energy losses over the last 15 years. It is evident that
access to digital connectivity will help to close the
“digital divide” [2].
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2060
Transforming traditional infrastructure into digital
infrastructures will also provide significant benefits.
Successfully development of digital infrastructure
will unlock new economic opportunities, create jobs,
and improve the quality of life. Nations stand to
benefit from digital infrastructure in the following
ways [5]:
Capacity expansion: increased use of both
existing and new infrastructures;
Time savings and convenience: reduce
congestion, simplify operations, and enable more
informed decision making;
Cost savings: minimize waste, boost efficiency,
and create more flexibility in the provision of key
services;
Improved reliability: reduce unpredictability and
interruptions in the provision of key services; and
Enhanced safety: improve resiliency to threats
and interruptions.
CHALLENGES
There are numerous barriers to realizing the full
benefits of digital infrastructure. These include costly
and outdated regulatory policies, a lack of public
funding for investment, a scarce talent pool of
individuals trained in ICT skills, and fears about the
privacy and security of data. These issues cannot be
addressed by individuals, companies, organizations,
or nations. National governments and the private
sector should work together to develop rapid
deployment of digital infrastructures.
Policymakers often call for increased spending on
digital infrastructure that will expand access to high-
speed broadband. They will need to address privacy
concerns from slowing progress [5]. Individuals and
governments are increasingly concerned about how
some digital infrastructure could be used by
espionage to threaten national security.
Although digitization can create new pathways out of
poverty and empower people in new ways, it could
exacerbate inequalities, undermine trust in critical
institutions, and erode social norms. The acceleration
of digital transformation tend to threaten and
challenge companies. As countries around the world
return to various forms of lockdown, the pandemic
led to the shortage of both goods and human
resources.
Some critics have argued that there is little innovation
in infrastructure because cars still drive on roads;
planes fly in the air; and trains run on tracks just like
50 years ago. Fragmented universe of digital
indicators create an uncertain and complex
relationship between digital infrastructure and
development outcomes.
CONCLUSION
Digital infrastructure may be regarded as a collection
of data center locations that deliver services to
devices and people. It will build and support the
coming decade of the nation's development. It will
change our lives in the future. Digital infrastructure
networks underpin how societies and industries
function.
The future is digital. Traditional infrastructure around
the world is undergoing a significant digital
transformation to meet the growing demands of
existing individual and corporate users for faster and
more reliable services. Only governments have the
mandate shape the direction of digital infrastructure.
More information on digital infrastructure can be
found in the books in [6-12].
REFERENCES
[1] K. Taga and E. Beken, “Digital infrastructure
as a driver of competitiveness,” February 2019,
https://www.adlittle.com/en/insights/report/digi
tal-infrastructure-driver-competitiveness
[2] T. Walker, “Why is digital infrastructure so
important for real estate investing?” August
2021,
https://www.schroders.com/en/us/institutional/i
nsights/equities/why-is-digital-infrastructure-
so-important-for-real-estate-investing/
[3] S. Krishnan, “Digital infrastructure: Key to
entrepreneurial success,” May 2021,
https://dutchuncles.in/aspire/digital-
infrastructure-key-to-entrepreneurial-success/
[4] “TAG launches Digital Infrastructure Guide
with NetHope, NTEN, TechSoup,” August
2020,
https://www.tagtech.org/news/521162/TAG-
Launches-Digital-Infrastructure-Funding-
Guide-with-NetHope-NTEN-TechSoup.htm
[5] R. D. Atkinson et al., “A policymaker’s guide
to digital infrastructure,” May 2016,
https://www2.itif.org/2016-policymakers-
guide-digital-infrastructure.pdf
[6] J. M. McGinnis, B. Powers, and C. Grossmann
(eds.), Digital Infrastructure for the Learning
Health System: The Foundation for Continuous
Improvement in Health and Health Care:
Workshop Series Summary. National
Academies Press, 2011
[7] B. A. Ayomaya, Digital Infrastructure for
Beginners: A Beginner's Guide towards
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2061
Understanding the World of Digital
Infrastructure. Independently Published, 2022.
[8] E. L. Glaeser and J. M. Poterba (eds.),
Economic Analysis and Infrastructure
Investment. University of Chicago Press, 2021.
[9] D. Piana, Legal Services and Digital
Infrastructures: A New Compass for Better
Governance. Taylor & Francis, 2020.
[10] R. Zimmerman and T. A. Horan (eds.), Digital
Infrastructures Enabling Civil and
Environmental Systems through Information
Technology. Routledge, 2004.
[11] A. G. Zaballos, E. I. Rodríguez, and A.
Adamowicz, the Impact of Digital
Infrastructure on the Sustainable Development
Goals: A Study for Selected Latin American
and Caribbean Countries. Inter-American
Development Bank, 2019.
[12] C. Grossman, J. M. McGinnis, and B. Powers,
Digital Infrastructure for the Learning Health
System: The Foundation for Continuous
Improvement in Health and Health Care:
Workshop Series Summary. National
Academies Press, 2011.
Figure 1 Engaging digitization and critical infrastructure [1].
Figure 2 A typical digital infrastructure [2].
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2062
Figure 3 Examples of digital infrastructure [3].
Figure 4 The key elements of digital infrastructure [4].

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Digital Infrastructure A Mini Review

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 6 Issue 6, September-October 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2058 Digital Infrastructure: A Mini Review Matthew N. O. Sadiku1 , Uwakwe C. Chukwu2 , Abayomi Ajayi-Majebi3 , Sarhan M. Musa1 1 Roy G. Perry College of Engineering, Prairie View A&M University, Prairie View, TX, USA 2 Department of Engineering Technology, South Carolina State University, Orangeburg, SC, USA 3 Department of Manufacturing Engineering, Central State University, Wilberforce, OH, USA ABSTRACT The digitization of almost every aspect of our lives implies that we now depend on the infrastructure that enables this connectivity. Digital infrastructure refers to the “bridges and roads” that support the global economy, in particular the digital economy. This includes data centers, fiber optic cable, and mobile phone. It is now indispensable necessity since it constitutes the foundation of the digital economy and enables the connectivity that we all enjoy. This is why national governments prioritize digital connectivity for their citizens. This paper introduces the reader to digital infrastructure. KEYWORDS: digitalization, digital technology, digital infrastructure How to cite this paper: Matthew N. O. Sadiku | Uwakwe C. Chukwu | Abayomi Ajayi-Majebi | Sarhan M. Musa "Digital Infrastructure: A Mini Review" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-6 | Issue-6, October 2022, pp.2058-2062, URL: www.ijtsrd.com/papers/ijtsrd52242.pdf Copyright © 2022 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) INTRODUCTION Digital technologies came to the fore during the pandemic, with millions of people successfully working from home. The pandemic has demonstrated the importance of digital infrastructure assets. As the Covid-19 pandemic has introduced social distancing and lockdown orders across the world, the need for digital connectivity has become evident and pressing. There is no denying that the Covid-19 pandemic has pushed digital adoption forward. WHAT IS DIGITAL INFRASTRUTURE? Infrastructure has always been important to nations’ economic growth and success. The infrastructure of any nation is the major driver for any country’s competitiveness. Nations have gradually improved their infrastructures for traffic, communication, and energy. However, the use of technology in traditional infrastructure sectors is lagging behind. Recent developments indicate the need to engage with digitization and critical infrastructure, as illustrated in Figure 1 [1]. There is a need for targeted implementation of the digital infrastructure to prevent a nation from losing its competitiveness. Digital infrastructure refers to the interconnection of physical and virtual technologies (such as compute, storage, network, applications, and IaaS, PaaS and SaaS platforms) to provide the foundation of a company’s operations. It serves as the basis for “Industry 4.0” innovations, digital activities, and significant productivity improvement. Connectivity, information and communications technology (ICT), and transport are the major building blocks of digital infrastructure. The physical assets include data centers, macro towers, small cells, fiber optic cables, sub sea cables, and satellites. Figure 2 shows a typical digital infrastructure [2]. Digital infrastructure has become more of an indispensable necessity today. It is the building block of a modern economy. As shown Figure 3, examples of digital infrastructure include [3]: Internet Backbone: Computer networks have become critical infrastructure for nations around IJTSRD52242
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2059 the world. Continents, nations, and regions connect networks to form the Internet, includes communications cables and facilities. Roughly 60% of the world’s population uses the Internet mainly for shopping. Mobile Telecommunications: This consists of cellular networks that provide wireless broadband Internet and communication services. Virtual Technologies: These include compute, storage, network, applications, and IaaS, PaaS, and SaaS platforms. Fiber Optics Cable: This connects data center to a macro tower to enable transmission of data to our mobile devices. Communications Satellite: Satellites cover continents and provide information services across regions of the world. Data Centers: These refer to facilities that manage computing, data storage and network services. APIs & Integration Services: These services permit various platforms, systems and applications to work together and share information. It has become so popular in recent years that it is an indispensable part of the economy. User Devices: Devices such as mobile phones, laptops, IoT Robots, machines, sensors, and facilities fall under this category. This is by no means a comprehensive list. Figure 4 shows the key elements of digital infrastructure [4]. Each element is necessary to create robust, scalable, sustainable, and equitable infrastructure for the society. Each element defines a component of infrastructure that must be addressed. APPLICATIONS OF DIGITAL INFRASTRUCTURE Digital infrastructures can be regarded as shared, heterogeneous, open, and evolving sociotechnical systems comprising an installed base of diverse information technology capabilities and their user. Every organization must ensure that it is future-ready with a digital infrastructure. Every sector is digitizing due to the efficiencies that can be realized. Some common applications of digital infrastructure include the following. Healthcare: Just like other industries, healthcare is increasingly turning to digital technologies to thrive and meet customer demands. Digitized healthcare will enable efficiency through seamless communication between hospitals, pharmacies, and patients. Connected devices will help doctors to monitor patients remotely. Economy: We live in a winner-takes-all digital economy, where power is concentrated in the hands of a few actors who control what we read and what we see, leaving citizens with little or no choice. Digital economy requires digital infrastructure to thrive. The impact of digital infrastructure on economy cannot be underestimated. It provides people with the ability to access services such as education, healthcare, ecommerce, and banking. An increasingly digital economy will require a reliable and accessible digital infrastructure and major investments in sophisticated networks, cybersecurity, and electronics. Business: Digital transformation is driving the business world. In order for brick and mortar businesses to have a digital presence in the current marketplace, they have changed to the digital platform. Big retailers such as Walmart, Target, Best Buy, and Amazon have stepped up their digital game. The business’s digital infrastructure is the operating system of the business. The business cannot function without a digital infrastructure. Businesses use digital infrastructure to re-architect their services for global digital delivery. Digital infrastructure helps a business become smarter and enable it to meet customer demands and employee productivity. Consumers are using the Internet and mobile apps to purchase products and services. The successful operation of any business now largelydepends on a combination of user experience, appealing business models, and business agility. Sustainable business practices must apply triple bottom line- people, profit, and planet. BENEFITS Businesses around the world are now taking advantage of digital infrastructure in order to get ahead of their competition. Digital infrastructure enhances and contributes to the economy and quality of life. Organizations are now embracing the change in digital infrastructure in order to solve complex business problems and to improve customer retention. Every nation around the world now has a specific digital strategy to ensure that the country can compete in the global economy and to ensure citizens have access to connectivity. It has been estimated that the digital infrastructure industry has eliminated 80% of energy losses over the last 15 years. It is evident that access to digital connectivity will help to close the “digital divide” [2].
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2060 Transforming traditional infrastructure into digital infrastructures will also provide significant benefits. Successfully development of digital infrastructure will unlock new economic opportunities, create jobs, and improve the quality of life. Nations stand to benefit from digital infrastructure in the following ways [5]: Capacity expansion: increased use of both existing and new infrastructures; Time savings and convenience: reduce congestion, simplify operations, and enable more informed decision making; Cost savings: minimize waste, boost efficiency, and create more flexibility in the provision of key services; Improved reliability: reduce unpredictability and interruptions in the provision of key services; and Enhanced safety: improve resiliency to threats and interruptions. CHALLENGES There are numerous barriers to realizing the full benefits of digital infrastructure. These include costly and outdated regulatory policies, a lack of public funding for investment, a scarce talent pool of individuals trained in ICT skills, and fears about the privacy and security of data. These issues cannot be addressed by individuals, companies, organizations, or nations. National governments and the private sector should work together to develop rapid deployment of digital infrastructures. Policymakers often call for increased spending on digital infrastructure that will expand access to high- speed broadband. They will need to address privacy concerns from slowing progress [5]. Individuals and governments are increasingly concerned about how some digital infrastructure could be used by espionage to threaten national security. Although digitization can create new pathways out of poverty and empower people in new ways, it could exacerbate inequalities, undermine trust in critical institutions, and erode social norms. The acceleration of digital transformation tend to threaten and challenge companies. As countries around the world return to various forms of lockdown, the pandemic led to the shortage of both goods and human resources. Some critics have argued that there is little innovation in infrastructure because cars still drive on roads; planes fly in the air; and trains run on tracks just like 50 years ago. Fragmented universe of digital indicators create an uncertain and complex relationship between digital infrastructure and development outcomes. CONCLUSION Digital infrastructure may be regarded as a collection of data center locations that deliver services to devices and people. It will build and support the coming decade of the nation's development. It will change our lives in the future. Digital infrastructure networks underpin how societies and industries function. The future is digital. Traditional infrastructure around the world is undergoing a significant digital transformation to meet the growing demands of existing individual and corporate users for faster and more reliable services. Only governments have the mandate shape the direction of digital infrastructure. More information on digital infrastructure can be found in the books in [6-12]. REFERENCES [1] K. Taga and E. Beken, “Digital infrastructure as a driver of competitiveness,” February 2019, https://www.adlittle.com/en/insights/report/digi tal-infrastructure-driver-competitiveness [2] T. Walker, “Why is digital infrastructure so important for real estate investing?” August 2021, https://www.schroders.com/en/us/institutional/i nsights/equities/why-is-digital-infrastructure- so-important-for-real-estate-investing/ [3] S. Krishnan, “Digital infrastructure: Key to entrepreneurial success,” May 2021, https://dutchuncles.in/aspire/digital- infrastructure-key-to-entrepreneurial-success/ [4] “TAG launches Digital Infrastructure Guide with NetHope, NTEN, TechSoup,” August 2020, https://www.tagtech.org/news/521162/TAG- Launches-Digital-Infrastructure-Funding- Guide-with-NetHope-NTEN-TechSoup.htm [5] R. D. Atkinson et al., “A policymaker’s guide to digital infrastructure,” May 2016, https://www2.itif.org/2016-policymakers- guide-digital-infrastructure.pdf [6] J. M. McGinnis, B. Powers, and C. Grossmann (eds.), Digital Infrastructure for the Learning Health System: The Foundation for Continuous Improvement in Health and Health Care: Workshop Series Summary. National Academies Press, 2011 [7] B. A. Ayomaya, Digital Infrastructure for Beginners: A Beginner's Guide towards
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2061 Understanding the World of Digital Infrastructure. Independently Published, 2022. [8] E. L. Glaeser and J. M. Poterba (eds.), Economic Analysis and Infrastructure Investment. University of Chicago Press, 2021. [9] D. Piana, Legal Services and Digital Infrastructures: A New Compass for Better Governance. Taylor & Francis, 2020. [10] R. Zimmerman and T. A. Horan (eds.), Digital Infrastructures Enabling Civil and Environmental Systems through Information Technology. Routledge, 2004. [11] A. G. Zaballos, E. I. Rodríguez, and A. Adamowicz, the Impact of Digital Infrastructure on the Sustainable Development Goals: A Study for Selected Latin American and Caribbean Countries. Inter-American Development Bank, 2019. [12] C. Grossman, J. M. McGinnis, and B. Powers, Digital Infrastructure for the Learning Health System: The Foundation for Continuous Improvement in Health and Health Care: Workshop Series Summary. National Academies Press, 2011. Figure 1 Engaging digitization and critical infrastructure [1]. Figure 2 A typical digital infrastructure [2].
  • 5. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52242 | Volume – 6 | Issue – 6 | September-October 2022 Page 2062 Figure 3 Examples of digital infrastructure [3]. Figure 4 The key elements of digital infrastructure [4].