Area of Interest
Area of Interest
Cloud Computing, Soft Computing, Machine Learning, Federated Learning
Cloud Computing, Soft Computing, Machine Learning, Federated Learning
Publication in International Journal
1. Mandal G., Dam S., Dasgupta K., Dutta P. (2020) A Linear Regression-Based Resource Utilization Prediction Policy for Live Migration in Cloud Computing. In: Mandal J., Mukhopadhyay S., Dutta P., Dasgupta K. (eds) Algorithms in Machine Learning Paradigms. Studies in Computational Intelligence, vol 870. Springer, Singapore. https://doi.org/10.1007/978-981-15-1041-0_7
2. Mandal, G., Dam, S., Dasgupta, K., Dutta, P. (2025). A linear regression based prediction model for load distribution and quality of service improvement with different resource utilisation in cloud environment. International Journal of Communication Networks and Distributed Systems, 31(3), 277–317. https://doi.org/10.1504/ijcnds.2025.145920
Publication in International Conferences
1. Santanu Dam, Gopa Mandal, Kousik Dasgupta and Paramartha Dutta (2014). An ant colony-based load balancing strategy in cloud computing. Advanced Computing, Networking and Informatics-Springer Volume 2 pp 403-413 https://doi.org/10.1007/978-3-319-07350-7_45
2. S. Dam, G. Mandal, K. Dasgupta and P. Dutta (2015), "Genetic algorithm and gravitational emulation based hybrid load balancing strategy in cloud computing," Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT), Hooghly, India, 2015, pp. 1-7, doi: 10.1109/C3IT.2015.7060176.
3. Mandal G, Dam S, Dasgupta K, Dutta P (2019) Load balancing strategy in cloud computing using simulated annealing. In: Proceedings of the international conference on computational intelligence, communications, and business analytics. Springer, Singapore, pp. 67–81. DOI:10.1007/978-981-13-8578-0_6
4. Mandal, G., Dam, S., Dasgupta, K., Dutta, P. (2024). Load Balancing in a Heterogeneous Cloud Environment with a New Cloudlet Scheduling Strategy. In: Dasgupta, K., Mukhopadhyay, S., Mandal, J.K., Dutta, P. (eds) Computational Intelligence in Communications and Business Analytics. CICBA 2023. Communications in Computer and Information Science, vol 1956. Springer, Cham. https://doi.org/10.1007/978-3-031-48879-5_9
5. Debarati Dutta , Santanu Halder , Gopa Mandal (2019)“Underwater Image Quality Enhancement Through Nakagami Distribution”,In: Proceedings of the international conference on Emerging Technologies for Sustainable Development(ICETSD’19),Kolkata, India, ISBN: 978-81-8211-146-2
6. Mandal, G., Dam, S., De S., Dasgupta, K., Dutta, P. (2025). "Hybrid Task Scheduling Policy for Heterogeneous Cloud Environment Using CSO and SA," 2025 Seventh ICRCICN, Kalyani, India, 2025, pp. 535-540, doi.10.1109/ICRCICN68210.2025.11364678.
7. Spandan Bhattacharya, Devasmita Chakrabortty, Souvik Roy and Gopa Mandal, “Study of Few-Shot Learning: Application and Effectiveness over Traditional Machine Learning”, Proceedings of the National Conference on Recent Trends in Science and Technology, 2025 (NCRTST’25), pp. 103-108, Paper ID: NCRTST25-JGEC-102-0008 & ISBN: 978-81-986641-7-4, DOI: 10.5281/zenodo.15363130.
Publication in Book Chapter
1. Santanu Dam, Gopa Mandal, Kousik Dasgupta and Paramartha Dutta “An Ant-Colony-Based Meta-Heuristic Approach for Load Balancing in Cloud Computing,” previously published in an IGI Global publication, was carefully assessed and selected by IGI Global’s executive editorial board for inclusion as a reprinted chapter in the IGI Global Research Anthology titled Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing, published in March 2021. DOI: 10.4018/978-1-7998-5339-8.ch041