Designation: Postdoctoral Research Fellow
Department: Distributed Processing and Network Management Lab (DPNM), Computer Science Engineering
Time Period: 2022- Present
Roles: I have been Working on the “Development of Virtual Network Management Technology based on Artificial Intelligence” project supported by the Institute of Information Communications Technology Planning Evaluation (IITP) grant funded by the Korean Government (MSIT) and the ITRC (Information Technology Research Centre) support program.
Development of VNF resource utilization prediction mechanism through ML and DL
Development of VM live migration Mechanism in OpenStack
Development of AI-based network anomaly detection
Development of VM consolidation mechanism through RL approaches
VNF failure detection
Efficient VNF placement in edge cloud environment - Development of autoscaling of resources using DRL
Designation: Lecturer
Department: Computer Science
Time Period: 2018-2019
Roles: Taught undergraduate courses, including Programming Fundamental, Object-Oriented Programming, and Databases.
Designation: Ph.D. Scholar
Department: Network Convergence Lab (NCL), Computer Engineering
Time Period: 2019-2022
Roles: Worked on the “E2E network slice lifecycle management through Intent-based Networking” project, which is sponsored by MSIT (Ministry of Science and ICT), Korea, under the ITRC (Information Technology Research Centre) support program. The following are the components of this project.
The management and orchestration of E2E network slicing
E2E Network Slicing in LTE network based on OSM and M-CORD platform
Slicing the Radio access network domain
Management of the cloud resources through Machine learning techniques
Worked on the Project “Development of Network Data analytics mechanism for 5G networks”.
Development of ML, DL algorithms for networks.
Designation: Visiting Lecturer
Department: Computer Science
Time Period: 2015-2018
Roles: Taught undergraduate courses including Programming Fundamental, Object-Oriented Programming, Databases, Data Structure, Software Engineering, and Introduction to Communication Technologies.