Research
5G
5G-Advanced Network
UAV & Satellite
Intelligent Reflecting Surface
Reconfigurable Intelligent Surface
Unmanned Aerial Systems
Satellite in 5G Core
5G Mobile Network
5G Core & Access Network
Software-Defined Networking
Network Functions Virtualization
Network Planning
Relay Node Placement
Cloud, Fog & Edge Computing
Virtual Machine Placement in Clouds
Tree-Structured Data Center
Paper titled "Service-Oriented Virtual Machine Placement Optimization for Green Data Center," in ACM/Springer Mobile Networks and Applications, in 2015
Subject & Issue:
Different Kinds of Cloud Services
Worker Role and Web (IIS) Role in Windows Azure
Inbound and Outbound Communication between VMs
Fat-Tree-Structured Data Center
Paper titled "Link-aware Virtual Machine Placement for Cloud Services based on Service-Oriented Architecture," in IEEE Transactions on Cloud Computing, in 2020
Subject & Issue:
k Pods in k-ary Fat Tree
Network-Aware VM Placement Optimization Problem
Service-Oriented PM Selection (SOPMS) Algorithm
Link-Aware VM Placement (LAVMP) Algorithm
Resource Prediction & Allocation in Cloud & Fog
Prediction & Allocation by MOGA
Paper titled "Dynamic Resource Prediction and Allocation for Cloud Data Center Using the Multiobjective Genetic Algorithm," IEEE Systems Journal, in 2018
Subject & Issue:
Multi-Objective Optimization (MOO) Problem
Design of Chromosome, Crossover & Mutation
T_slot = T_prediction + T_allocation
Lightweight Autoscaling for Fog
Paper titled "A Lightweight Autoscaling Mechanism for Fog Computing in Industrial Applications," IEEE Transactions on Industrial Informatics, in 2018
Subject & Issue:
Integrated Virtualization Fog Platform
Hypervisor & Container Virtualization
Fuzzy-based Real-Time Autoscaling (FRAS) Mechanism
IoT & Big Data
WSN & CR & IoT
Wireless Sensor Network
Wireless Rechargeable Sensor Network
IoT Applications
Artificial Intelligence
Learning & Recognition
Continual Learning
Incremental Learning
Data Condensation
Depthwise Separable Convolution
Face Emotion Recognition
Explainable AI
Machine Learning & Evolutionary Computing
Metaheuristics
Support Vector Machine
Genetic Algorithm
Particle Swarm Optimization
Ant Colony Optimization