A systematic review on federated learning in edge-cloud continuum

SK Mishra, SK Sahoo, CK Swain - SN Computer Science, 2024 - Springer
Federated learning (FL) is a cutting-edge machine learning platform that protects user
privacy while enabling collaborative learning across various devices. It is particularly …

FUSION: A Fuzzy-Based Multi-Objective Task Management for Fog Networks

A Motamedhashemi, B Safaei, AMH Monazzah… - IEEE …, 2024 - ieeexplore.ieee.org
While the Guarantee Ratio (GR) is critically important in delay-sensitive fog applications, the
existing deadline-aware task assignment strategies prioritize the balance of utilization over …

Framework for Agent-Based Multistage Application Partitioning Algorithm in Mobile Cloud Computing

A Kanwal, T Amjad, H Ashraf - SN Computer Science, 2024 - Springer
The idea of computational offloading is quickly catching on in the world of mobile cloud
computing (MCC). Today's applications have heavy demands on power and computing …