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Dr. Dhanya N. M.

Assistant Professor (SG), School of Computing, Coimbatore

Qualification: B-Tech, M.Tech, Ph.D
nm_dhanya@cb.amrita.edu
Google Scholar Profile
Research Interest: Computer Design, Data Analytics, Mobile Cloud Computing

Bio

Dr. Dhanya N. M. currently serves as Assistant Professor (SG) at  School of Computing, Coimbatore. Her research includes energy efficiency in smartphones using cloud technology. She is also interested in android application development for various applications like IoT.

Publications

Journal Article

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 : 2018

Performance analysis of various regression algorithms for time series temperature prediction

Cite this Research Publication : V. S. and Dhanya N. M., “Performance analysis of various regression algorithms for time series temperature prediction”, Journal of Advanced Research in Dynamical and Control Systems, vol. 10, no. 03-Special Issue, pp. 996–1000, 2018.

Publisher : Journal of Advanced Research in Dynamical and Control Systems,

Year : 2018

Anti-Theft Vehicle Tracking System Using GPS and Location Prediction

Cite this Research Publication : Dhanya N. M., “Anti-Theft Vehicle Tracking System Using GPS and Location Prediction”, International Journal on Advanced Science, Engineering and Information Technology, vol. 8, no. 6, pp. 2584–2589, 2018.

Publisher : International Journal on Advanced Science, Engineering and Information Technology, INSIGHT - Indonesian Society for Knowledge and Human Development

Year : 2018

Sentiment analysis of twitter data on demonetization using machine learning techniques

Cite this Research Publication : Dhanya N. M. and Harish, U. C., “Sentiment analysis of twitter data on demonetization using machine learning techniques”, Lecture Notes in Computational Vision and Biomechanics, vol. 28, pp. 227-237, 2018.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Year : 2017

Dynamic mobile cloud offloading prediction based on statistical regression

Cite this Research Publication : Dhanya N. M., Kousalya, G., and Balakrishnan P., “Dynamic mobile cloud offloading prediction based on statistical regression”, Journal of Intelligent and Fuzzy Systems, vol. 32, pp. 3081-3089, 2017.

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2016

Context aware offloading decision and partitioning in mobile cloud computing

Cite this Research Publication : Dhanya N. M. and Kousalya, Gb, “Context aware offloading decision and partitioning in mobile cloud computing”, Asian Journal of Information Technology, vol. 15, pp. 2177-2185, 2016.

Publisher : Asian Journal of Information Technology, Medwell Journals.

Year : 2015

The effect of cloudlets in offloading application to cloud from mobile devices for energy efficiency

Cite this Research Publication : Dhanya N. M. and Kousalya, Gb, “The effect of cloudlets in offloading application to cloud from mobile devices for energy efficiency”, International Journal of Applied Engineering Research, vol. 10, pp. 10041-10054, 2015.

Publisher : International Journal of Applied Engineering Research

Conference Paper

Year : 2021

An Empirical Evaluation of Bitcoin Price Prediction Using Time Series Analysis and Roll Over

Cite this Research Publication : Dhanya N. M., “An Empirical Evaluation of Bitcoin Price Prediction Using Time Series Analysis and Roll Over”, in Inventive Communication and Computational Technologies, Singapore, 2021.

Publisher : Inventive Communication and Computational Technologies, Singapore, 2021.

Year : 2020

A Green Dynamic Internet of Things (IoT)-Battery Powered Things Aspect-Survey

Cite this Research Publication : N. B. Raut and Dhanya N. M., “A Green Dynamic Internet of Things (IoT)-Battery Powered Things Aspect-Survey”, in Soft Computing: Theories and Applications, Singapore, 2020.

Publisher : Soft Computing: Theories and Applications

Year : 2020

Implementation of Blockchain-Based Blood Donation Framework

Cite this Research Publication : S. Lakshminarayanan, Dr. (Col.) Kumar P. N., and Dhanya N. M., “Implementation of Blockchain-Based Blood Donation Framework”, in IFIP Advances in Information and Communication Technology, 2020, vol. 578, pp. 276–290.

Publisher : IFIP Advances in Information and Communication Technology

Year : 2017

Three dimensional geo-tweet visualization system for spatio-temporal events

Cite this Research Publication : C. R. Athira and Dhanya N. M., “Three dimensional geo-tweet visualization system for spatio-temporal events”, in Proceedings of the 2017 2nd IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2017, 2017.

Publisher : Proceedings of the 2017 2nd IEEE International Conference on Electrical, Computer and Communication Technologies,

Year : 2017

Three dimensional tagcloud visualization for intelligent tourism

Cite this Research Publication : Dhanya N. M. and Athira, C. K., “Three dimensional tagcloud visualization for intelligent tourism”, in 2017 4th International Conference on Advanced Computing and Communication Systems, ICACCS 2017, 2017.

Publisher : 2017 4th International Conference on Advanced Computing and Communication Systems,

Year : 2016

Pedagogue: A Model for Improving Core Competency Level in Placement Interviews Through Interactive Android Application

Cite this Research Publication : Dhanya N. M., Dr. Senthil Kumar T., Sujithra, C., Prasanth, S., and Shruthi, U. K., “Pedagogue: A Model for Improving Core Competency Level in Placement Interviews Through Interactive Android Application”, in Proceedings of the International Conference on Soft Computing Systems, 2016.

Publisher : Proceedings of the International Conference on Soft Computing Systems, Springer .

Year : 2015

Adaptive and Secure Application Partitioning for Offloading in Mobile Cloud Computing

Cite this Research Publication : Dhanya N. M. and Kousalya, G., “Adaptive and Secure Application Partitioning for Offloading in Mobile Cloud Computing”, in Security in Computing and Communications, Cham, 2015.

Publisher : Security in Computing and Communications

Book Chapter

Year : 2018

Fuzzy-logic-based decision engine for offloading iot application using fog computing

Cite this Research Publication : Dhanya N. M., Govardhanan, K., Balarksihnan, P., and Raj, P., “Fuzzy-logic-based decision engine for offloading iot application using fog computing”, in Handbook of Research on Cloud and Fog Computing Infrastructures for Data Science, 2018, pp. 175-194.

Publisher : Handbook of Research on Cloud and Fog Computing Infrastructures for Data Science

Education
  • 2017 : PhD in Information and Communication Engineering
    Anna University
    Chennai, India.
  • 2006-2008 : M.E. in Computer Science and Engineering
    Sri Krishna College of Engineering and Technology
    Combatore, Tamilnadu India
  • 2000-2004 : BTech in Computer Science and Engineering
    College of Engineering
    Kidangoor, Kerala, India
Experience
Year Affiliation
July 2014 – Present Assistant Professor, Department of Computer Science and Engineering at Amrita Vishwa Vidyapeetham, Coimbatore
January 2008 to July 2014 Assistant Professor, Department of Computer Science and Engineering at Sri Krishna College of Engineering & Technology, Coimbatore
Teaching
  • Data Science
  • Machine Learning and Deep Learning
  • Compiler Design
  • Android Application Development
  • Formal Languages and Automata Theory
Invited Talks
  • Delivered a technical talk on “Web Services and Mobile Cloud Computing” at Karpagam University, Coimbatore.
  • Delivered a technical talk on “Mobile Cloud Offloading” at Info Institute of Technology, Coimbatore.
  • Delivered a Session in AICTE sponsored 2 Week  FDP on Deep Learning and Computational Intelligence for Bio-Informatics, at Sri Krishna College of Engineering, Coimbatore
  • Delivered a Session in ATAL FDP on Data Science at Erode Senguthar Engineering College.
  • Delivered a Session in  AICTE Training and Learning (ATAL) Academy  Sponsored One Week Online Faculty Development Programme (FDP) on “Intelligent Computing in Data Science”, at Sri Krishna College of Engineering, Coimbatore
  •  Delivered a Session in  AICTE sponsored STTP on  Deep Learning based analysis of Images and Video Analytics at Kalaignar Karunanidhi Institute of Technology, Coimbatore- 641402
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