UAV-assisted dependency-aware computation offloading in device–edge–cloud collaborative computing based on improved actor

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UAV-assisted dependency-aware computation offloading in device–edge–cloud collaborative computing based on improved actor–critic DRL

Published:2024-09 Issue: Volume:154 Page:103215
ISSN:1383-7621
Container-title:Journal of Systems Architecture
language:en
Short-container-title:Journal of Systems Architecture

Author:

Zhang Longxin^ORCID,Tan Runti,Zhang Yanfen,Peng Jiwu,Liu Jing,Li Keqin

Funder

National Key Research and Development Program of China

Hunan Provincial Innovation Foundation for Postgraduate

National Natural Science Foundation of China

Natural Science Foundation of Hunan Province

Scientific Research Foundation of Hunan Provincial Education Department

Publisher

Elsevier BV

Reference48 articles.

1. Task offloading for wireless VR-enabled medical treatment with blockchain security using collective reinforcement learning;Lin;IEEE Internet Things J.,2021

2. Reliability enhancement strategies for workflow scheduling under energy consumption constraints in clouds;Zhang;IEEE Trans. Sustain. Comput.,2024

3. Multi-UAV-assisted computation offloading in DT-based networks: A distributed deep reinforcement learning approach;Shi;Comput. Commun.,2023

4. Multi-agent deep reinforcement learning for task offloading in UAV-assisted mobile edge computing;Zhao;IEEE Trans. Wireless Commun.,2022

5. Joint computation offloading and trajectory planning for UAV-assisted edge computing;Sun;IEEE Trans. Wireless Commun.,2021

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