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Dr. T. Deepika

Assistant Professor (Sr. Gd.), School of Computing, Coimbatore

Qualification: B. Tech., M.E, Ph.D
t_deepika@cb.amrita.edu
Scopus Author ID
Research Interest: Cloud Computing, Machine Learning, Machine Learning and prescriptive analytics

Bio

Dr. Deepika T. currently serves as Assistant Professor (Sr. Gd.) at the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore Campus. She received her B. Tech degree in Information Technology in the year 2010 and M.E degree in Computer Science and Engineering in the year 2012. She has been awarded with Ph.D. from School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore Campus in the year 2023. Her research area includes Cloud Computing, Machine Learning and Prescriptive analytics.

Publications

Journal Article

Year : 2023

Multi-objective prediction-based optimization of power consumption for cloud data centers

Cite this Research Publication : Deepika, T., and Dhanya, N. M., “Multi-objective prediction-based optimization of power consumption for cloud data centers” Arabian Journal for Science and Engineering, 48(2), 1173-1191, 2023. (SCIE Journal, IF: 2.9 Citescore: 5.2 Q1: 85 percentile).

Year : 2022

A Supervised Machine Learning Model for Tool Condition Monitoring in Smart Manufacturing

Cite this Research Publication : Ganeshkumar, S., Deepika, T., and Haldorai, A., “A Supervised Machine Learning Model for Tool Condition Monitoring in Smart Manufacturing”, Defence Science Journal, 72(5), 2022

Year : 2020

A Novel adaptive optimization of Dual-Tree Complex Wavelet Transform for Medical Image Fusion

Cite this Research Publication : Deepika, T., and Karpaga Kannan, G., "A Novel adaptive optimization of Dual-Tree Complex Wavelet Transform for Medical Image Fusion." arXiv preprint arXiv:2007.13538, 2020

Year : 2020

Power consumption prediction in cloud data center using machine learning

Cite this Research Publication : Deepika, T., and Prakash, P., “Power consumption prediction in cloud data center using machine learning”, International Journal of Electrical and Computer Engineering, 10(2), 1524-1532, 2020.

Year : 2020

Efficient resource prediction model for small and medium scale cloud data centers

Cite this Research Publication : Deepika, T., Prakash, P., and Dhanya N. M., “Efficient resource prediction model for small and medium scale cloud data centers”, Journal of Intelligent & Fuzzy Systems, vol. 39, pp. 4731-4747, 2020. (SCIE Journal, IF: 2 Citescore: 3.6 Q2: 82 percentile).

Year : 2020

Efficient Resource Prediction Model for Small and Medium Scale Cloud Data Centers

Cite this Research Publication : Deepika T., Prakash, P., and M, D. N., “Efficient Resource Prediction Model for Small and Medium Scale Cloud Data Centers”, Journal of Intelligent & Fuzzy Systems, vol. 39, pp. 4731-4747, 2020.

Publisher : Journal of Intelligent & Fuzzy Systems

Year : 2020

A Novel adaptive optimization of Dual-Tree Complex Wavelet Transform for Medical Image Fusion

Cite this Research Publication : Deepika T. and G. Kannan, K., “A Novel adaptive optimization of Dual-Tree Complex Wavelet Transform for Medical Image Fusion”, arXiv preprint arXiv:2007.13538, 2020.

Publisher : arXiv preprint arXiv:2007.13538

Year : 2020

Analysis and Comparison of Different Wavelet Transform Methods Using Benchmarks for Image Fusion

Cite this Research Publication : Deepika T., “Analysis and Comparison of Different Wavelet Transform Methods Using Benchmarks for Image Fusion”, arXiv preprint arXiv:2007.11488, 2020.

Publisher : arXiv preprint arXiv:2007.11488

Year : 2020

Power Consumption Prediction in Cloud Data Center using Machine Learning

Cite this Research Publication : D. T. and Dr. Prakash P, “Power Consumption Prediction in Cloud Data Center using Machine Learning”, International Journal of Electrical and Computer Engineering, vol. 10, no. 2, pp. 1524-1532, 2020.

Publisher : International Journal of Electrical and Computer Engineering

Conference Proceedings

Year : 2010

Comparison of Cloud Computing Benchmarks towards an Optimized Approach

Cite this Research Publication : Deepika T. and Jaiganesh, M., “Comparison of Cloud Computing Benchmarks towards an Optimized Approach”, proceedings of National Conference on Advanced Computing and its Applications. 2010.

Publisher : proceedings of National Conference on Advanced Computing and its Applications

Year : 2008

Global Positioning System-A Satellite-based Navigation System

Cite this Research Publication : Deepika T. and Jaiganesh, M., “Global Positioning System-A Satellite-based Navigation System”, SYMPOMKCE proceedings on National Conference. 2008.

Publisher : SYMPOMKCE proceedings on National Conference.

Book Chapter

Year : 2022

The framework of combining artificial intelligence with additive manufacturing

Cite this Research Publication : Ganeshkumar, S., Deepika, T., Sureshkumar, R., and Naveenprabhu, V., The framework of combining artificial intelligence with additive manufacturing. Surface Engineering, 153-161, 2022.

Seminar and Workshop Attended
  • Attended a five day workshop & FDP on the “N-Hans: NLP Hands-on Program on Transformers and LLM” from Dec 12-16, 2023, organized by the Indian Institute of Information Technology Kottayam.
  • Attended an International Workshop on Clouds2018 organized by Amrita Vishwa Vidyapeetham on 19 December 2018 at Amrita Vishwa Vidyapeetham, Amritapuri, India.
  • Attended a Faculty Development Programme on Digital Image Processing with MATLAB Applications on 14-15 October 2011 at RVS College of Engineering and Technology, Dindigul, Tamil Nadu, India.
  • Attended a Seminar on Soft Computing and Simulators on 24-25 March 2011 at PSNA College of Engineering and Technology, Dindigul, Tamil Nadu, India.
Professional Experience
  • Assistant Professor (SG), School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore. (June 2023-till date).
  • Assistant Professor, School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore. (March 2022-May 2023).
  • Faculty Associate, School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore. (March 2021-Feb 2022).
  • Full Time Research Scholar at the School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore (July 2018).
  • Received Amrita university scholarship for Ph. D scholars for three consecutive years.
  • Successfully defended her Ph.D. Thesis titled, “Prediction-based Multi-Objective Optimization Framework for Energy Efficiency in Small and Medium Scale Data Centers” on April 2023, School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore.
Award

Awarded “Publication Merit Award” for research accomplishments in the Amrita Innovation & Research Awards (AIRA) held on April 8, 2021.

Manuscript Reviewing Service:

  • Reviewer of the SCIE indexed journal: “Journal of Intelligent and Fuzzy Systems”.
  • Reviewer of the SCIE indexed journal: “Concurrent Engineering: Research and Applications”
Certified Courses
  • Machine Learning, Stanford University, Coursera.
  • Neural Networks and Deep Learning, Coursera.
  • Introduction to deep learning, Coursera.
  • Sequences, Time Series and Prediction, Coursera.
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, Coursera.
  • Java Programming: Solving Problems with Software, Duke University, Coursera.
  • How to Win a Data Science Competition: Learn from Top Kagglers, National Research University, Coursera.
  • Google CloudPlatform Fundamentals for AWS Professionals, Coursera.
  • Elastic Google Cloud Infrastructure: Scaling and Automation, Coursera.
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