IEEE

Task Offloading and Resource Optimization Based on Dependency-Aware Graph and Collaborative Deep Reinforcement Learning in Mobile Edge Computing

Abstract: In mobile edge computing (MEC), computation offloading serves as an effective solution to bridge the gap between the stringent latency requirements of computational tasks and the limited ...
IEEE

A Deep Reinforcement Learning-Based Approach to Resilient Service Placement for Mobile Edge Computing

Abstract: In the Internet of Vehicles (IoV), Mobile Edge Computing (MEC) alleviates the computational and storage limitations of vehicle terminals by deploying cloud computing resources at the network ...