A Collaborative Task Offloading Framework for Smart TV Applications in a Household Computing Environment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3135436
Abstract: Smart TV can perform interactive computing while also providing video content services. However, this leads to a high delay during interactive computing because of the lack of computing capability, thus smart TVs are unable to… read more here.
Keywords: environment; offloading framework; collaborative task; interactive computing ... See more keywords
Lessons Learned From Accident of Autonomous Vehicle Testing: An Edge Learning-Aided Offloading Framework
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2020.2984620
Abstract: This letter proposes an edge learning-based offloading framework for autonomous driving, where the deep learning tasks can be offloaded to the edge server to improve the inference accuracy while meeting the latency constraint. Since the… read more here.
Keywords: framework; inference accuracy; offloading framework; edge learning ... See more keywords
A Computationally Efficient and QoS-Aware Data Offloading Framework for Biased Fog Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2023.3319977
Abstract: Fog computing alleviates the cloud-centric limitations of Internet of Things (IoT). However, in the dynamic landscape of fog computing, the uneven distribution of workload among fog nodes emerges as a substantial obstacle to both, data… read more here.
Keywords: computationally efficient; data offloading; biased fog; efficient qos ... See more keywords
When Deep Reinforcement Learning Meets 5G-Enabled Vehicular Networks: A Distributed Offloading Framework for Traffic Big Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2937079
Abstract: The emerging 5G-enabled vehicular networks can satisfy various requirements of vehicles by traffic offloading. However, limited cellular spectrum and energy supplies restrict the development of 5G-enabled applications in vehicular networks. In this article, we construct… read more here.
Keywords: reinforcement learning; deep reinforcement; offloading framework; enabled vehicular ... See more keywords
EdgeBrain: A Game Based Collaborative Computational Task Offloading Framework for Edge Video Analytics
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2023.3342800
Abstract: With the development of the Internet of Everything (IoE), huge amount of data is being generated at network edge and needs to be processed in real time, such as edge video analytics applications. However, limited… read more here.
Keywords: edge; edge video; game; video analytics ... 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