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Emerging Technology Trends
in IT
By: Dr. Ritu Ahluwalia
Professor & Head
Computer Science & Business Systems
GGITS, Jabalpur
Table of Contents
• Introduction to Emerging
Trends
• Artificial Intelligence (AI)
• Big Data
• Internet of Things (IoT)
• Cloud Computing
• Augmented Reality & VR
• Blockchains
Introduction
• ITAA (Information Technology Association of America)defined
information technology as being the study, design, development,
implementation, support and/or management of any computer based
information system.
Information Technology
• Of many revolutions that have
changed the world, it is
Information Technology that
rules the roost in the 21st
century.
• IT has led to complete
metamorphosis of society.
• Life without technology is
paralyzed today.
The new IT platform will enable the 4th wave of economicrevolution
Emerging Technologies
Industrial Intelligent Automation
• Industrial Intelligent Automation will be enabled by IoT, Cognitive/AI, Analytics,
Intelligent Machines and Assembly Lines, Robots and Robotics, Edge (Fog)
Computing and Swarming Technology.
• We are seeing an increased number of robots designed for industry specific
applications.
Contd…
The future of farming involves robots and drones
Intelligent Automated Transportation
Systems
Technologies such as IoT, Cognitive/AI, analytics, advanced vehicle
communications, edge (fog) computing and swarming technology, will enable
driverless on-demand vehicles… virtually eliminating accidents, reducing
congestion and pollution, while increasing productivity.
What will come??
The Future of Work will involve a partnership between humansand
cognitive systems technology.
Where are we headed
The future (2040-50) IT platform will be very fast and optimizedfor
distributed cloud-based cognitive applications.
Characteristics:
• Distributed / Edge Computing
• Secure
• Data as anAsset
• Blockchain
• Analytics
• Cognitive
• UX by Design
• Very Fast a Zettascale computing (1021)?
Agents in AI
An AI system can be defined as the study of the rational agent and its
environment. The agents sense the environment through sensors and act on
their environment through actuators. An AI agent can have mental properties
such as knowledge, belief, intention, etc.
PEAS Representation
P: Performance measure
E: Environment
A: Actuators
S: Sensors
PEAS representation for Driverless Car
will be:
Performance: Safety, time, legal drive,
comfort
Environment: Roads, other vehicles,
road signs, pedestrian
Actuators: Steering, accelerator,
brake, signal, horn
Sensors: Camera, GPS, speedometer,
odometer, accelerometer, sonar.
Can you give PEAS for – 1. Vacuum Cleaner 2. Part Picking Robot
AI Machine Learning and Deep Learning…
Data as the fuel of the future
Artificial Intelligence endeavors to simulate the natural
intelligence of human beings into machines, thus
making them behave intelligently .
ARTIFICIAL INTELLIGENCE (AI)
ARTIFICIAL INTELLIGENCE (AI)
The intelligent digital personal assistants like Siri, Google
Now, Cortana, Alexa areall powered by AI.
Blockchain
A blockchain is a constantly growing ledger which keeps a permanent record
of all the transactions that have taken place in a secure, chronological, and
immutable way
Ledger: It is a file that is constantly growing.
Permanent: It means once the transaction goes inside a blockchain, you can put
up it permanently in the ledger.
Secure: Blockchain placed information in a secure way. It uses very advanced
cryptography to make sure that the information is locked inside the blockchain.
Chronological: Chronological means every transaction happens after the
previous one.
Immutable: It means as you build all the transaction onto the blockchain, this
ledger can never be changed.
Need of Blockchain
1. SENSORS and Actuators
• We are giving our world a digital nervous system. Locating data using
GPS sensors. Eyes and ears using microphones and cameras, along with
sensory organs that can measure everything from temperature to pressure.
Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
2. CONNECTIVITY
• These inputs are digitized and placed onto networks.
Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
3. PEOPLE and Processes
• These networked inputs can then be combined into bidirectionalsystems
that integrate data, people, processes and systems for betterdecision
making.
Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
Contd
…
Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
VIRTUAL REALITY
What is Virtual Reality
Virtual Reality (VR) is the illusion of a Three-Dimensional,Interactive,
Computer-Generated Reality, where Sight, Sound, and sometimes even
Touch are simulated to create Pictures, Sounds, and Objects that actually seem
real.
Why VR
VR is able to immerse you in a Computer-Generated World of
your own making: Room, City, The interior of Human body. With
VR, you can explore any Uncharted Territory of the Human
Imagination.
Applications of VR
1. Entertainment and Movies :-
• 360-Degree cameras or VR
cameras, that have the ability to
record in all directions.
• VR cameras are used to create
images and videos that can be
viewed in VR.
• The experience allows users to
interact with the characters and
worlds.
Source: www.slideshare.net/virtual-
Contd…
2. Biological :-
• Practice performing surgery.
• Perform surgery on a remote patient.
• Teach new skills in a safe, controlled environment
Source: www.slideshare.net/virtual-
Contd…
3.GAMES :-
• The use of graphics, sound and
input technology in Video
games can be incorporated into VR.
•The VR Technology gives feedback
through visual, auditory, haptic and
other sensory systems.
Source: www.slideshare.net/virtual-
Contd…
4. Education and Training :-
• Provide learners with a Virtual
environment where they can
develop their skills without the
real world consequences of
failing.
• The fully Immersive training
environment allows to train
through a wide variety of
Terrains, situations and
scenarios..
Source: www.slideshare.net/virtual-
Big Data Analytics
Evolution Of Technology
Source: www.edureka.com/big-data-and-
Internet of Things(IoT)
Source: www.edureka.com/big-data-and-
Social Media
Source: www.edureka.com/big-data-and-
Other Factors
Source: www.edureka.com/big-data-and-
What is BIG DATA
Source: www.edureka.com/big-data-and-
Astonishing Growth of BIG DATA
Today, every two days we create as much data as we did from the beginning
of time untill 2000.
• By 2020, the amount of digital
information will have grown from
around 5 zettabytes today to 50
zettabytes
• Now a days, almost every action
we take leaves a trial
• We generate data whenever we
go online, use our GPS-
equipped smartphones,
communicate our friends
through social media or do
online shopping Image source:
5 V’s of BIG DATA
• 1. VOLUME
Source: www.edureka.com/big-data-and-
2. VARIETY
Source: www.edureka.com/big-data-and-
3. VELOCITY
Source: www.edureka.com/big-data-and-
4. VALUE
Source: www.edureka.com/big-data-and-
5. VERACITY
Source: www.edureka.com/big-data-and-
5 V’s of BIG DATA
BIG DATAAnalytics
• Big Data collected by Smart Meter
Source: www.edureka.com/big-data-and-
How Smart Meter BIG DATA is
Analyzed
Hadoop: Solution to BIG DATA
Problems
CLOUD COMPUTING
When it’s smarter to rent than to buy
Cloud Computing Services
Cloud Computing
An environment created in a user’s
machine from an on-line application
stored on the cloud and run through
a web browser.
In simple language Cloud computing
is using the internet to access
someone else's software running on
someone else's hardware in someone
else's data center.
Cloud Computing Services
►Software as a Service (SaaS)-
End Users
►Platform as a Service (PaaS)-
Application Developers
►Infrastructure as a Service
(IaaS)-NetworkArchitects
Source: www.slideshare.net/cloud-
Software as a Service(SaaS)
• Just run it for me!
• Also known as On-demand Service.
• An application that can be accessed
from anywhere on the world as long
as you can have an computer with an
Internet connection.
• We can access this cloud hosted
application without any additional
hardware or software.eg: G-mail,
Yahoo mail, Hotmail etc..,
• Also they can provide security
features such as SSL encryption,a
cryptographic protocol.
Source: www.slideshare.net/cloud-
Platform as a Service (PaaS)-
Application Developers
• Give us nice API (Application
Programming Interface) and take care
of the implementation.
• In the PaaS model, cloud providers
deliver a computing platform and/or
solution stack typically including
operating system, programming
language execution environment,
database, and web server.
• It is a platform for developers to
write and create their own SaaS i.e.
applications. which means rapid
development at low cost.
• E.g.: Salesforce.com, Windows Azure
etc.
Source: www.slideshare.net/cloud-
Infrastructure as a Service (IaaS)-
Network Architect
• Also known as hardware as a service.
• It is a computing power that you can rent for a limited period of time.
• Allows existing applications to be run on a cloud suppliershardware.
• Cloud providers offer computers – as physical or more often as virtual
machines – raw (block) storage, firewalls, load balancers, and networks
Source: www.slideshare.net/cloud-
Distributed vs. Grid vs. Cloud
Parameters Distributed Grid Cloud
Time Weeks to Months Days to Weeks Minutes
Scalability Slowest, Rigid and
Costly
Slower, somewhat
flexible, costly
Instant, Flexible,
Pay-per-usage
Cost High CapEx Costly, sometime
monthly/yearly
contracts, no capEx
No contracts, usage
based, no upfront
costs
*Green* Low Low High- Virtualized
Pricing Model Buy servers and pay
fully whether used
or not
Rent servers and
hosting cost
whether used or not
Rent based on usage
only
Source: www.slideshare.net/cloud-
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IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
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FinalPPT-StJoseph (3).pptx

  • 1. Emerging Technology Trends in IT By: Dr. Ritu Ahluwalia Professor & Head Computer Science & Business Systems GGITS, Jabalpur
  • 2. Table of Contents • Introduction to Emerging Trends • Artificial Intelligence (AI) • Big Data • Internet of Things (IoT) • Cloud Computing • Augmented Reality & VR • Blockchains
  • 3. Introduction • ITAA (Information Technology Association of America)defined information technology as being the study, design, development, implementation, support and/or management of any computer based information system.
  • 4. Information Technology • Of many revolutions that have changed the world, it is Information Technology that rules the roost in the 21st century. • IT has led to complete metamorphosis of society. • Life without technology is paralyzed today.
  • 5. The new IT platform will enable the 4th wave of economicrevolution
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  • 8. Industrial Intelligent Automation • Industrial Intelligent Automation will be enabled by IoT, Cognitive/AI, Analytics, Intelligent Machines and Assembly Lines, Robots and Robotics, Edge (Fog) Computing and Swarming Technology. • We are seeing an increased number of robots designed for industry specific applications.
  • 9. Contd… The future of farming involves robots and drones
  • 10. Intelligent Automated Transportation Systems Technologies such as IoT, Cognitive/AI, analytics, advanced vehicle communications, edge (fog) computing and swarming technology, will enable driverless on-demand vehicles… virtually eliminating accidents, reducing congestion and pollution, while increasing productivity.
  • 11. What will come?? The Future of Work will involve a partnership between humansand cognitive systems technology.
  • 12. Where are we headed The future (2040-50) IT platform will be very fast and optimizedfor distributed cloud-based cognitive applications. Characteristics: • Distributed / Edge Computing • Secure • Data as anAsset • Blockchain • Analytics • Cognitive • UX by Design • Very Fast a Zettascale computing (1021)?
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  • 17. Agents in AI An AI system can be defined as the study of the rational agent and its environment. The agents sense the environment through sensors and act on their environment through actuators. An AI agent can have mental properties such as knowledge, belief, intention, etc.
  • 18. PEAS Representation P: Performance measure E: Environment A: Actuators S: Sensors PEAS representation for Driverless Car will be: Performance: Safety, time, legal drive, comfort Environment: Roads, other vehicles, road signs, pedestrian Actuators: Steering, accelerator, brake, signal, horn Sensors: Camera, GPS, speedometer, odometer, accelerometer, sonar. Can you give PEAS for – 1. Vacuum Cleaner 2. Part Picking Robot
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  • 20. AI Machine Learning and Deep Learning…
  • 21. Data as the fuel of the future
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  • 35. Artificial Intelligence endeavors to simulate the natural intelligence of human beings into machines, thus making them behave intelligently . ARTIFICIAL INTELLIGENCE (AI)
  • 36. ARTIFICIAL INTELLIGENCE (AI) The intelligent digital personal assistants like Siri, Google Now, Cortana, Alexa areall powered by AI.
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  • 38. Blockchain A blockchain is a constantly growing ledger which keeps a permanent record of all the transactions that have taken place in a secure, chronological, and immutable way Ledger: It is a file that is constantly growing. Permanent: It means once the transaction goes inside a blockchain, you can put up it permanently in the ledger. Secure: Blockchain placed information in a secure way. It uses very advanced cryptography to make sure that the information is locked inside the blockchain. Chronological: Chronological means every transaction happens after the previous one. Immutable: It means as you build all the transaction onto the blockchain, this ledger can never be changed.
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  • 47. 1. SENSORS and Actuators • We are giving our world a digital nervous system. Locating data using GPS sensors. Eyes and ears using microphones and cameras, along with sensory organs that can measure everything from temperature to pressure. Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
  • 48. 2. CONNECTIVITY • These inputs are digitized and placed onto networks. Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
  • 49. 3. PEOPLE and Processes • These networked inputs can then be combined into bidirectionalsystems that integrate data, people, processes and systems for betterdecision making. Source: http://postscapes.com/what-exactly-is-the-internet-of-things-
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  • 55. What is Virtual Reality Virtual Reality (VR) is the illusion of a Three-Dimensional,Interactive, Computer-Generated Reality, where Sight, Sound, and sometimes even Touch are simulated to create Pictures, Sounds, and Objects that actually seem real.
  • 56. Why VR VR is able to immerse you in a Computer-Generated World of your own making: Room, City, The interior of Human body. With VR, you can explore any Uncharted Territory of the Human Imagination.
  • 57. Applications of VR 1. Entertainment and Movies :- • 360-Degree cameras or VR cameras, that have the ability to record in all directions. • VR cameras are used to create images and videos that can be viewed in VR. • The experience allows users to interact with the characters and worlds. Source: www.slideshare.net/virtual-
  • 58. Contd… 2. Biological :- • Practice performing surgery. • Perform surgery on a remote patient. • Teach new skills in a safe, controlled environment Source: www.slideshare.net/virtual-
  • 59. Contd… 3.GAMES :- • The use of graphics, sound and input technology in Video games can be incorporated into VR. •The VR Technology gives feedback through visual, auditory, haptic and other sensory systems. Source: www.slideshare.net/virtual-
  • 60. Contd… 4. Education and Training :- • Provide learners with a Virtual environment where they can develop their skills without the real world consequences of failing. • The fully Immersive training environment allows to train through a wide variety of Terrains, situations and scenarios.. Source: www.slideshare.net/virtual-
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  • 63. Evolution Of Technology Source: www.edureka.com/big-data-and-
  • 64. Internet of Things(IoT) Source: www.edureka.com/big-data-and-
  • 67. What is BIG DATA Source: www.edureka.com/big-data-and-
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  • 69. Astonishing Growth of BIG DATA Today, every two days we create as much data as we did from the beginning of time untill 2000. • By 2020, the amount of digital information will have grown from around 5 zettabytes today to 50 zettabytes • Now a days, almost every action we take leaves a trial • We generate data whenever we go online, use our GPS- equipped smartphones, communicate our friends through social media or do online shopping Image source:
  • 70. 5 V’s of BIG DATA • 1. VOLUME Source: www.edureka.com/big-data-and-
  • 75. 5 V’s of BIG DATA
  • 76. BIG DATAAnalytics • Big Data collected by Smart Meter Source: www.edureka.com/big-data-and-
  • 77. How Smart Meter BIG DATA is Analyzed
  • 78. Hadoop: Solution to BIG DATA Problems
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  • 80. CLOUD COMPUTING When it’s smarter to rent than to buy
  • 82. Cloud Computing An environment created in a user’s machine from an on-line application stored on the cloud and run through a web browser. In simple language Cloud computing is using the internet to access someone else's software running on someone else's hardware in someone else's data center.
  • 83. Cloud Computing Services ►Software as a Service (SaaS)- End Users ►Platform as a Service (PaaS)- Application Developers ►Infrastructure as a Service (IaaS)-NetworkArchitects Source: www.slideshare.net/cloud-
  • 84. Software as a Service(SaaS) • Just run it for me! • Also known as On-demand Service. • An application that can be accessed from anywhere on the world as long as you can have an computer with an Internet connection. • We can access this cloud hosted application without any additional hardware or software.eg: G-mail, Yahoo mail, Hotmail etc.., • Also they can provide security features such as SSL encryption,a cryptographic protocol. Source: www.slideshare.net/cloud-
  • 85. Platform as a Service (PaaS)- Application Developers • Give us nice API (Application Programming Interface) and take care of the implementation. • In the PaaS model, cloud providers deliver a computing platform and/or solution stack typically including operating system, programming language execution environment, database, and web server. • It is a platform for developers to write and create their own SaaS i.e. applications. which means rapid development at low cost. • E.g.: Salesforce.com, Windows Azure etc. Source: www.slideshare.net/cloud-
  • 86. Infrastructure as a Service (IaaS)- Network Architect • Also known as hardware as a service. • It is a computing power that you can rent for a limited period of time. • Allows existing applications to be run on a cloud suppliershardware. • Cloud providers offer computers – as physical or more often as virtual machines – raw (block) storage, firewalls, load balancers, and networks Source: www.slideshare.net/cloud-
  • 87. Distributed vs. Grid vs. Cloud Parameters Distributed Grid Cloud Time Weeks to Months Days to Weeks Minutes Scalability Slowest, Rigid and Costly Slower, somewhat flexible, costly Instant, Flexible, Pay-per-usage Cost High CapEx Costly, sometime monthly/yearly contracts, no capEx No contracts, usage based, no upfront costs *Green* Low Low High- Virtualized Pricing Model Buy servers and pay fully whether used or not Rent servers and hosting cost whether used or not Rent based on usage only Source: www.slideshare.net/cloud-