Federated Deep Reinforcement Learning for Online Task Offloading and Resource Allocation in WPC-MEC Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3144415
Abstract: Mobile edge computing (MEC) is considered a more effective new technological solution for developing the Internet of Things (IoT) by providing cloud-like capabilities for mobile users. This article combines wireless powered communication (WPC) technology with… read more here.
Keywords: reinforcement learning; deep reinforcement; task offloading; online task ... See more keywords
Popularity-Aware Online Task Offloading for Heterogeneous Vehicular Edge Computing Using Contextual Clustering of Bandits
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3109003
Abstract: Vehicular edge computing (VEC) has become a promising enabler for ultrareliable and low-latency communications (URLLC) vehicular networks by providing computational resources for task offloading. In this article, we investigate an online task offloading problem for… read more here.
Keywords: online task; task; contextual clustering; task offloading ... See more keywords
Online Task Offloading for 5G Small Cell Networks
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DOI: 10.1109/tmc.2020.3036390
Abstract: Small cells are deployed in 5G networks to complement the macro cells for improving coverage and capacity. Small cells and edge computing are natural partners which can improve users’ experience. Small cell nodes (SCNs) equipped… read more here.
Keywords: task; small cell; task offloading; offloading small ... See more keywords