RECENT RESEARCH TRENDS INCOMPUTER SCIENCE

An Academic presentation by Dr. Nancy Agnes, Head, Technical Operations, Tutors India Group  www.tutorsindia.comEmail: info@tutorsindia.com

Abstract

Research Trends in 2021

Frontier Technologies

Technology vision in 2021

Recent Research in Computer Science

Conclusion

OUTLINE

Today's Discussion

The field of computer science has made many contributions to thelife of human beings. The recent advancements in this field areproven to be very smarter.

Fundamentals of computer science applications emphasize theadvantages of integration thus making it a very important source forthe students and scholars in computer science, engineering, andapplied mathematics.

The need of the young researchers is fulfilled with the developmentof computer science applications and they also attain their targetswith the help of restructured and improved support systems.

ABSTRACT

Contd...

Researchers are highlighting how these technologies can integrate with social andeconomic factors in order to present a comprehensive solution to the real-worldproblems of mankind in every domain of life.

Contd...

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 itbecomes exponential. However, it is not only research trends andtop technologies that are emerging.

Here are the most important research trends that must be paidattention to in 2021.

Machine Learning: Sophisticated models in machine learning assistsmany organizations to competently determine patterns, discloseanomalies, make decisions and predictions, and produce insights.

RESEARCHTRENDSIN 2021

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Machine learning has become a key element in organizational performance.

Organizations are recognizing the need to change from individual heroics toengineered performance in order to move the ML models more efficiently fromimprovement to production and management.

Machine data revolution: Machine learning has been balanced to renovate theoperations and decision-making of organizations.

A large number of AI researchers are recognizing the legacy data models andinfrastructure that has been designed to assist the decision-making of humans andcould be an obstruction to the success of ML.

Contd...

In response to this, organizations are proceeding forward to interrupt the datamanagement value chain one after the other.

Interesting blog: List Of Machine Learning Algorithms Used To Train The GoogleSearch Engine

Zero trust: Complicated and untrusted cyber attacks and unreliable projectenvironments have damaged the traditional and somewhat defective approach tocybersecurity.

Zero trusts are entrenched in the concept that recent enterprise environments mustdemand a different approach to cybersecurity.

https://www.tutorsindia.com/blog/list-of-machine-learning-algorithms-used-to-train-the-google-search-engine/https://www.tutorsindia.com/blog/list-of-machine-learning-algorithms-used-to-train-the-google-search-engine/

Source: https://www.quora.com/What-are-the-top-trends-in-computer-science-research

Contd...

Frontier technologies are ever more interconnected, and theyoften enlarge their functionalities.

AI uses big data that has been stored securely blockchains toget better predictions by means of machine learning.

A growing number of devices that are connected inside an IoTnetwork are data collection tools that contribute toconstructing big data.

3D printing can produce more intricate items that need moredata by influencing big data, and those complex items can beprinted through IoT remotely through defect detectionfunctions enabled by AI.

FRONTIERTECHNOLOGIES

https://www.tutorsindia.com/blog/big-data-in-cloud-computing-review-and-opportunities/

Contd...

Industrial robots support 3D printing at different production stages such as restoring abuild plate of the printer and then washing, curing, and absolute completion ofadditively manufactured parts.

5G has the capability to allow instant response for robots by significantly reducing theresponse times.

3. I, Technologist- the Democratization of Technology: Roboticprocess automation, Natural language processing, low-code platforms, and more are the democratizing technologythat places influential capabilities into the hands of people acrossthe business.

1. Stack Strategically - Building a Better Future: A new period ofindustry competition is beginning, where industries compete ontheir structural design.

2. Mirrored World - The influence of Intelligent, Massive, andDigital Twins: Increasing investments in AI, data, and digital twintechnologies are paving way for the new generation of industryand intelligence, the mirrored world.

TECHNOLOGYVISION IN2021

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 mutualsystems have gained newfound awareness.

4. Anywhere, Everywhere - Fetch Your Own Environment: It is time for organizations torenovate remote work to benefit from the accommodation.

Contd...

6.Enhanced hardness and estimated results for single allocationhub location issues

1.Arbitrary Graph Models through Non-Independent Edges

2.Investigation and Review of Average Fuzzy Inference Methodand 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

RECENTRESEARCH INCOMPUTERSCIENCE

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Next Blog: Recent Master’s Research Topic Ideas for Computer ScienceEngineering 2020

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.

https://www.tutorsindia.com/our-services/masters-dissertation-writing-services/dissertation-topic/https://www.tutorsindia.com/our-services/masters-dissertation-writing-services/dissertation-topic/

The development of humankind in recent decades isaccompanied by fast changes in technology and a risingpropagation of digitized services and devices.

And the rapidity of change seems to go faster as a result offrontier technologies like robotics, artificial intelligence (AI),nanotechnology, and biotechnology.

These technologies are a collection of innovative technologiesthat captures the advantage of digitalization and connectivitythat facilitate them to increase their impacts.

CONCLUSION

Contd...

We survive in an interconnected world where everything is performed online rightfrom banking operations to governmental infrastructure.

In the current situation, data security is no longer possible, making this anotherimportant strand of computer science research.

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