Dr. C. R. DURGA DEVI MCA., M.PHIL.,NET.,SET., Ph.D.,

Assistant Professor

Department: B.Sc. IT

I commenced my undergraduate studies in B.Sc. Computer Technology at the Coimbatore Institute of Technology, Coimbatore, India, and subsequently advanced my academic qualifications with a Ph.D. in Computer Science from Bharathiar University, Coimbatore, India. With a professional experience spanning 18 years, I currently serve as an Assistant Professor at NGM College, Pollachi. My research interests encompass Data Mining, Big Data Analytics, and I am actively mentoring Ph.D. scholars in these domains.

In 2022, I was honored with the distinction of being a WIPRO Certified Faculty. I have contributed to the academic community as a resource person for national-level seminars and have served as a member of the Doctoral Committees for research scholars at various institutions. My scholarly output includes the publication of 15 articles in prestigious national and international journals, the presentation of 20 research papers at seminars and conferences, and active participation in over 25 Faculty Development Programs (FDPs).

Research Work in PhD

1.-

EFFICIENT TASK SCHEDULING AND LOAD BALANCING TECHNIQUES TO OPTIMIZE RESOURCE UTILIZATION IN CLOUD ENVIRONMENT

Awards

1.-

WIPRO CERTIFIED FACULTY -2022

Participation in Conference

1.-

Presented paper "Implementation of Improved Throttled Load Balancing Algorithm using Cloud Analyst", in National level conference NCCC-2017 in Sri Vasavi College- Erode.

2.-

Presented paper "Multivariate Logistic Regression based Gradient Descent Firefly Optimized Round Robin Scheduling with Big Data" in International conference ICCET-2019 in Sri Padmavathi Engineering College-Chennai.

3.-

Presented paper "Resource Optimized Ensemble Gradient Boosting Classifier for Traffic Aware Big Data Analytics" in International conference ICCET-2018 in Sri Padmavathi Engineering College-Chennai

4.-

Presented a paper in UGC sponsored International conference ICRTAC-2019 in Erode Arts and Science college, Erode.

5.-

Presented paper "A Relative Evaluation of the Performance of Ensemble Methods in Credit Scoring” in 2016 IEEE International conference organized by Bharathiyar University

Research Publications

1.-

In 2015-2016, Published paper “A Survey on forecasting students performance using EDM” in IJSTE journal

2.-

"A Relative Evaluation of the Performance of Ensemble Methods in Credit Scoring”, IEEE Xplore Digital Library, ISBN:978-1-5090-3770-4,March 2017

3.-

"An Investigation Study on QoS and Traffic Aware Job Scheduling Techniques with Big Data" , International Journal of Computer Sciences and Engineering, Volume 5, , Pages 1-7, 2017

4.-

"Resource Optimized Ensemble Gradient Boosting Classifier for Traffic Aware Big Data Analytics" ,Journal of Advanced Research in Dynamical & Control Systems, Vol 10,03- special issue, Pages 839-852,2018

5.-

"Multivariate Logistic Regression based Gradient Descent Firefly Optimized Round Robin Scheduling with Big Data", Journal of Advanced Research in Dynamical & Control Systems, Vol 11,Issue 1,Pages 179-192,2019

6.-

"Support Vector Regression based Mapreduce Throttled Load Balancer for Data Centers", International Journal of Innovative Technology and Exploring Engineering, Vol 9,Issue 1,Pages 4162-4171,2019

7.-

"Implementation of Improved Throttled Load Balancing Algorithm using Cloud Analyst", CiiT International journal of programmable device circuits and systems, Volume 11, pages 202-207 ,2019

8.-

"Efficient Job Scheduling Using Task Classifier and Firefly Optimization In Cloud", Journal of Xi’an Shiyou University, Natural Science Edition, Volume 16, , Pages 107- 112, 2020

9.-

"Efficient Task Scheduling and Load Balancing Techniques to Optimize Resource Utilization In Cloud Environment", Journal of the Maharaja Sayajirao University of Baroda, Volume 57, , Pages 17-23, 2023

10.-

"Transformation Search: Enhancing Web Page Re-Ranking with Transformer-Based Deep Learning Algorithms", Journal of the Maharaja Sayajirao University of Baroda, Volume 57, , Pages 168-175, 2023

Workshop FDP

1.-

In 2015-2016, Attended workshop on Software Testing in NGM-College

2.-

In 2016-2017, Attended workshop in Python Programming in MCET.

3.-

In 2016-2017, Attended FDP in “Bussiness Analytics using R” in SIIMS

4.-

Attended FDP 5 days on “Teaching, Learning and Assessment with MOOC” conducted by CIT- Coimbatore

5.-

Attended 2 days Hands on training On Technology Assisted Teaching Tools conducted by CIT-Coimbatore.

6.-

Attended 7 days Short term training programme on “Latest Trends in IT” in NGM

7.-

Attended Training programme conducted by WIPRO on JAVA FULL STACK from 5th Sep 2022 to 23rd Sep 2022

8.-

Attended FDP 7 days on "CLOUD INFRASTRUCTURE-AWS" organized by Christ University in August 2023

9.-

Attended FDP 10 days on " AI TOOLS FOR TEACHERS" organized by Computer science Department, NGM College in August 2023

10.-

Completed Wipro TalentNext 2023 - Training Program - Cloud Computing

Books / Monograph

1.-

NIL

Research Guidance

1.-

Currently guiding for Ph.D. scholars

2.-

Subject expert member in Doctoral Commitee for Ph.D. scholars