D. Komalavalli

D. Komalavalli, M.E., (Ph.D.)

Designation: Assistant Professor

Experience: Teaching – 14 years, Industry – 6 years

Specialization: Cloud Computing, Task Scheduling, IoT, Image Processing

Official Mail ID: komalavallimca@sonatech.ac.in

Journal Publication

  • “Nonlinear Regression-Based Deep Radial Basis Function and Advanced Image Processing in Soil Estimation”, Communications on Applied Nonlinear Analysis, Vol 31 No. 7s, 2024.
  • “Adaptive Red Deer Optimization (ADRO) Technique for Energy Efficient VM Migration in Cloud Computing”, International Journal of Intelligent Systems and Applications in Engineering (IJISAE), Vol. 12 No. 17s, 2024.
  • “Scrutinize and Discover of Image of Freshwater Taken by Faraway Realizing Using FFNN and ConvNet Mechanisms”, Semantic Intelligence, Lecture Notes in Electrical Engineering, Vol. 964, 2023.
  • “An Optimal Server Selection Model for Dynamic Task Allocation in Cloud”, Algorithms for Intelligent Systems Proceedings of ICCCT 2022, Springer, 2023.
  • “Adaptive Neuro-Fuzzy Inference-Qos Aware Genetic Algorithm For Resource Allocation Optimization In Cloud”, Indian Journal of Computer Science and Engineering, 2022.
  • “Social Distance detection with AI”, International Research Journal of Modernization in Engineering Technology and Science, Volume: 03/Issue: 03, Mar-2021.
  • “Toxic comments classification in social networking”, International Journal of All Research Education and Scientific Methods, Volume 9, Issue 3, Mar-2021.
  • “Swarm Intelligence based task scheduling algorithm for load balancing in cloud system”, International Journal of Enterprise Network Management, Vol 12 Issue 1, 2021.
  • “A Survey and Taxonomy of various aspects Cloud Computing Techniques”, High Technology Letters, Vol 26 Issue 12, 2020.
  • “Automated Crop Management System using K-Means Clustering and IoT”, High Technology Letters, Vol 27 Issue 1, 2021.
  • “Load Balancing Techniques for efficient resource allocation in Cloud Environment – A Review”, Indian Journal of Engineering, Vol 30 Issue 12, 2015.

Conference Publication

  • “Sign Language Translation using Random Forest Classifier”, International Conference on Green Computing for Communication Technologies – ICGCCT 2024.
  • “Music Recommendation system using Facial Expressions”, International Conference on Green Computing for Communication Technologies – ICGCCT 2024.
  • “An Optimal Server Selection Model for Dynamic Task Allocation in Cloud”, International Conference on Communication and Computational Technologies (ICCCT 2023).
  • “Identification of RNA Structure Over the Protein Surface Using Neural Network”, International Semantic Intelligence Conference on Recent Trends in Data Science, 2023.
  • “Scrutinize and Discover of image of freshwater taken by faraway realizing using FFNN and ConvNet mechanisms”, International Semantic Intelligence Conference (ISIC 2022).
  • “A Review on Energy Efficient and Load Balancing approaches in Green Cloud Computing”, International Virtual Conference ASTMLS, 2020.
  • “Automated Crop Management System using K-Means Clustering and IoT”, International Conference on Advances in IoT, High Performance and Edge Computing, 2020.
  • “An Effective Heart Disease Prediction using Machine Learning Technique”, International Conference on AI, Robotics and Automation, 2020.
  • “Swarm Intelligent based task scheduling algorithm for load balancing in cloud system”, International Conference on Intelligent Computing Applications, 2019.
  • “Monitoring CO2 Emissions in Car using IoT”, National Conference on Industry 4.0, 2017.
  • “Gene Expression Data Analysis using Hybrid Clustering Algorithm”, National Research Conference, 2010.
  • “Cluster Analysis – A Survey”, National Conference on Intelligent Electrical Systems, 2009.

Book Publication

Nil

Research Projects (funded projects)

  • SEED Project (2020-2022): AUGMENTED CREATIVITY TO ENHANCE CREATIVE PLAY WAY LEARNING IN PRESCHOOL CHILDREN.

Patent

Nil

Membership

  • ISTE

Research IDs

Awards & Recognitions

  • WCF Trainer.
  • NPTEL Topper.
  • Discipline Star & Domain Star.
  • Mentor Recognition.
  • Spoken Tutorial Training Appreciation.