Distributed Computation Offloading in Mobile Fog Computing: A Deep Neural Network Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2021.3138800
Abstract: In this letter, the performance of offloading is studied, which aims at minimizing the energy consumption in offloading with constraints on the delay. To solve binary computational offloading decision problem, a learning offloading algorithm based… read more here.
Keywords: distributed computation; mobile fog; energy; fog computing ... See more keywords
Online Optimization of Energy-Efficient User Association and Workload Offloading for Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2021.3133940
Abstract: This paper presents a new stochastic optimization framework for user association and task offloading in mobile edge computing (MEC) networks with spatial and temporal variations of computing power, channel quality and connection capacity between different… read more here.
Keywords: optimization; user association; energy; association ... See more keywords
An Online Incentive Mechanism for Collaborative Task Offloading in Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Wireless Communications"
DOI: 10.1109/twc.2019.2947046
Abstract: This paper discusses incentive mechanism design for collaborative task offloading in mobile edge computing (MEC). Different from most existing work in the literature that was based on offline settings, in this paper, an online truthful… read more here.
Keywords: task; task offloading; offloading mobile; mechanism ... See more keywords
Introduction to the Computation Offloading from Mobile Devices to the Edge of Mobile Network
Sign Up to like & getrecommendations! Published in 2019 at "Advances in Electrical and Electronic Engineering"
DOI: 10.15598/aeee.v17i4.2695
Abstract: This paper introduces the concept of Small Cell Cloud (SCC) composed of multiple Cloud-enabled Small Cells (CeSCs), which provide radio connection for mobile User Equipment (UE) such as smart-phones or wearables such as smart glasses.… read more here.
Keywords: mobile devices; computation offloading; computation; offloading mobile ... See more keywords