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Dynamic Task Offloading for Mobile Edge Computing with Hybrid Energy Supply

open access: yesTsinghua Science and Technology, 2023
Mobile edge computing (MEC), as a new distributed computing model, satisfies the low energy consumption and low latency requirements of computation-intensive services.
Ying Chen   +3 more
doaj   +3 more sources

Task-Offloading Optimization Using a Genetic Algorithm in Hybrid Fog Computing for the Internet of Drones [PDF]

open access: yesSensors
Research and development on task offloading over the Internet of Drones (IoD) has expanded rapidly in the last few years. Task offloading in a fog IoD environment is very challenging due to the high dynamics of the IoD topology, which cause intermittent ...
Mohamed Amine Attalah   +3 more
doaj   +2 more sources

Adaptive and intelligent customized deep Q-network for energy-efficient task offloading in mobile edge computing environments [PDF]

open access: yesScientific Reports
The rapid expansion of edge-cloud infrastructures and latency-sensitive Internet of Things (IoT) applications has intensified the challenge of intelligent task offloading in dynamic and resource-constrained environments.
J. Anand, B. Karthikeyan
doaj   +2 more sources

Task offloading for multi-server edge computing in industrial Internet with joint load balance and fuzzy security [PDF]

open access: yesScientific Reports
The industrial Internet revolutionizes traditional manufacturing through the incorporation of technologies such as real-time production optimization, big data analysis, etc.
Xiaomin Jin   +3 more
doaj   +2 more sources

Edge-Cloud Collaborative Task Offloading Mechanism Based on DDQN in Vehicular Networks [PDF]

open access: yesJisuanji gongcheng, 2022
Computation offloading is a promising scheme to alleviate the shortage of vehicle resources facing the explosive growth trend of data computation.Compared with studying cloud computing or edge computing separately, integrating with each other can realize
YU Jing, LU Lingyun, LI Xiang
doaj   +1 more source

Research on Task-Oriented Computation Offloading Decision in Space-Air-Ground Integrated Network

open access: yesFuture Internet, 2021
In Space–Air–Ground Integrated Networks (SAGIN), computation offloading technology is a new way to improve the processing efficiency of node tasks and improve the limitation of computing storage resources.
Jun Liu, Xiaohui Lian, Chang Liu
doaj   +1 more source

Modeling and Analysis of Security Information Flow in Mobile Edge Computing [PDF]

open access: yesJisuanji gongcheng, 2022
In Mobile Edge Computing(MEC), the identity of mobile terminal is complex and dynamic.For task unloading in high security field, it is necessary to track the unloaded tasks in real time and find abuse in time to ensure the security of task unloading ...
XIE Na, TAN Wenan, CAO Yan, ZHAO Lu
doaj   +1 more source

Task Offloading Based on LSTM Prediction and Deep Reinforcement Learning for Efficient Edge Computing in IoT

open access: yesFuture Internet, 2022
In IoT (Internet of Things) edge computing, task offloading can lead to additional transmission delays and transmission energy consumption. To reduce the cost of resources required for task offloading and improve the utilization of server resources, in ...
Youpeng Tu   +3 more
doaj   +1 more source

Privacy-Preserving and Trustworthy Device-to-Device (D2D) Offloading Scheme

open access: yesIEEE Access, 2020
In device-to-device (D2D) offloading, frequent offloading to a specific mobile device (i.e., an offloadee) can violate the privacy of a task owner and proper offloading results cannot always be guaranteed due to untruthful mobile devices.
Hosung Baek, Haneul Ko, Sangheon Pack
doaj   +1 more source

DPRL: Task Offloading Strategy Based on Differential Privacy and Reinforcement Learning in Edge Computing

open access: yesIEEE Access, 2022
Mobile edge computing has been widely used in various IoT devices due to its excellent computing power and good interaction speed. Task offloading is the core of mobile edge computing.
Peiying Zhang   +5 more
doaj   +1 more source

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