RECENT RESEARCH TRENDS IN
COMPUTER SCIENCE
An Academic presentation by
Dr. Nancy Agnes, Head, Technical Operations, Tutors India
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Today's Discussion
OUTLINE
Abstract
Research Trends in 2021
Frontier Technologies
Technology vision in 2021
Recent Research in Computer Science
Conclusion
ABSTRACT
The field of computer science has made many contributions to the
life of human beings. The recent advancements in this field are
proven to be very smarter.
Fundamentals of computer science applications emphasize the
advantages of integration thus making it a very important source for
the students and scholars in computer science, engineering, and
applied mathematics.
The need of the young researchers is fulfilled with the development
of computer science applications and they also attain their targets
with the help of restructured and improved support systems.
Contd...
Researchers are highlighting how these technologies can integrate with social and
economic factors in order to present a comprehensive solution to the real-world
problems of mankind in every domain of life.
RESEARCH
TRENDS
IN 2021
Technology is developing at a rapid rate in the current situation,
enabling swift progress and change.
As a result, there is an increase in the rate of change, until it
becomes exponential. However, it is not only research trends and
top technologies that are emerging.
Here are the most important research trends that must be paid
attention to in 2021.
Machine Learning: Sophisticated models in machine learning assists
many organizations to competently determine patterns, disclose
anomalies, make decisions and predictions, and produce insights.
Contd...
Machine learning has become a key element in organizational performance.
Organizations are recognizing the need to change from individual heroics to
engineered performance in order to move the ML models more efficiently from
improvement to production and management.
Machine data revolution: Machine learning has been balanced to renovate the
operations and decision-making of organizations.
A large number of AI researchers are recognizing the legacy data models and
infrastructure that has been designed to assist the decision-making of humans and
could be an obstruction to the success of ML.
Contd...
In response to this, organizations are proceeding forward to interrupt the data
management value chain one after the other.
Interesting blog: List Of Machine Learning Algorithms Used To Train The Google
Search Engine
Zero trust: Complicated and untrusted cyber attacks and unreliable project
environments have damaged the traditional and somewhat defective approach to
cybersecurity.
Zero trusts are entrenched in the concept that recent enterprise environments must
demand a different approach to cybersecurity.
Contd...
Source: https://www.quora.com/What-are-the-top-trends-in-computer-science-research
FRONTIER
TECHNOLOGIES
Frontier technologies are ever more interconnected, and they
often enlarge their functionalities.
AI uses big data that has been stored securely blockchains to
get better predictions by means of machine learning.
A growing number of devices that are connected inside an IoT
network are data collection tools that contribute to
constructing big data.
3D printing can produce more intricate items that need more
data by influencing big data, and those complex items can be
printed through IoT remotely through defect detection
functions enabled by AI.
Contd...
Industrial robots support 3D printing at different production stages such as restoring a
build plate of the printer and then washing, curing, and absolute completion of
additively manufactured parts.
5G has the capability to allow instant response for robots by significantly reducing the
response times.
Contd...
TECHN OLOGY
1. Stack Strategically - Building a Better Future: A new period of
VISION IN
industry competition is beginning, where industries compete on
2021
their structural design.
2. Mirrored World - The influence of Intelligent, Massive, and
Digital Twins: Increasing investments in AI, data, and digital twin
technologies are paving way for the new generation of industry
and intelligence, the mirrored world.
3.I, Technologist- the Democratization of Technology: Robotic
process automation, Natural language processing,
low-code platforms, and more are the democratizing technology
that places influential capabilities into the hands of people across
the business.
4.Anywhere, Everywhere - Fetch Your Own Environment: It is time for organizations to
renovate remote work to benefit from the accommodation.
5.From Me to Us - A Mutual System’s Path through Chaos: The pandemic of COVID19 has lighted a scramble for ventures to reconsider their partnerships and mutual
systems have gained newfound awareness.
Contd...
RECENT
RESEARCH IN
COMPUTER
SCIENCE
1.Arbitrary Graph Models through Non-Independent Edges
2.Investigation and Review of Average Fuzzy Inference Method
and Other AI Technologies Used for Robot Control and Navigation
3.A New Method for producing an Ipv6 Address in IoT framework
4.Affinity of Data Mining in Digital Learning Platform5
5.Modeling and Investigation of LTE Downlink System – 3GPP
6.Enhanced hardness and estimated results for single allocation
hub location issues
Contd...
7.Determining the size and the diameter of a radio network by means of short labels
8.Various facility location games through envy ratio
9.Parameterized intricacy of completeness reasoning for conjunctive uncertainties
10.An estimated algorithm for General Energy Restricted Sweep Coverage issue
11.Effectiveness and impartiality in the multi-organization arrangement issue.
Next Blog: Recent Master’s Research Topic Ideas for Computer Science
Engineering 2020
CON CLUSION
The development of humankind in recent decades is
accompanied by fast changes in technology and a rising
propagation of digitized services and devices.
And the rapidity of change seems to go faster as a result of
frontier technologies like robotics, artificial intelligence (AI),
nanotechnology, and biotechnology.
These technologies are a collection of innovative technologies
that captures the advantage of digitalization and connectivity
that facilitate them to increase their impacts.
Contd...
We survive in an interconnected world where everything is performed online right
from banking operations to governmental infrastructure.
In the current situation, data security is no longer possible, making this another
important strand of computer science research.
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