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.