Recent Research Trends in Computer Science
Dr. Nancy Agnes, Head, Technical Operations, Tutorsindia info@ tutorsindia.com
I. 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.
Researchers are highlighting how these technologies
can integrate with social and economic factors in
order to present a comprehensive solution to the realworld problems of mankind in every domain of life. 1
assist the decision-making of humans and could be an
obstruction to the success of ML. 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
c. 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. 3
II. 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.
a. Machine Learning: Sophisticated models in
machine learning assists many organizations to
competently determine patterns, disclose anomalies,
make decisions and predictions, and produce insights.
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.
b. 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
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Source:
https://www.quora.com/What-are-the-toptrends-in-computer-science-research
III. 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
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by AI. 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. 6
IV. TECHNOLOGY VISION IN 2021
1. Stack Strategically - Building a Better Future: A
new period of industry competition is beginning,
where industries compete on 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 COVID-19 has lighted a
scramble for ventures to reconsider their partnerships
and mutual systems have gained newfound
awareness. 2
V. RECENT RESEARCH IN COMPUTER
SCIENCE
1.
Arbitrary Graph Models through NonIndependent 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
Downlink System – 3GPP
of
LTE
6.
Enhanced hardness and estimated results for
single allocation hub location issues
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
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10.
An estimated algorithm for General Energy
Restricted Sweep Coverage issue
4.
Alison Opal, 2021, Current Trends in
Computer Sciences & Applications.
11.
Effectiveness and impartiality in the multiorganization arrangement issue. 4
5.
Elsevier,
2021,
Computer Science Papers.
Next Blog: Recent Master’s Research Topic Ideas
for Computer Science Engineering 2020
6.
Recent
Theoretical
Technology And Innovation Report 2021.
VI. CONCLUSION
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.
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. 5
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REFERENCES:
1.
Ajay Rana and Manjeet Singh, 2021, Mini
View on Current Trends in Computer Sciences &
Applications.
2.
Julie Sweet, Paul Daugherty, 2021, Leaders
Wanted Technology Vision 2021 - Masters of
Change at a Moment of Truth
3.
Scott Buchholz, Mike Bechtel, Bill Briggs,
2021, Tech Trends 2021.
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