Joint UAV Trajectory Planning, DAG Task Scheduling, and Service Function Deployment Based on DRL in UAV-Empowered Edge Computing-Reference-Cited by-同舟云学术

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Joint UAV Trajectory Planning, DAG Task Scheduling, and Service Function Deployment Based on DRL in UAV-Empowered Edge Computing

Published:2023-07-15 Issue:14 Volume:10 Page:12826-12838
ISSN:2327-4662
Container-title:IEEE Internet of Things Journal
language:
Short-container-title:IEEE Internet Things J.

Author:

Wei Xianglin¹^ORCID,Cai Lingfeng¹,Wei Nan²,Zou Peng³^ORCID,Zhang Jin³,Subramaniam Suresh³^ORCID

Affiliation:

1. 63rd Research Institute, National University of Defense Technology, Nanjing, China

2. School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China

3. ECE Department, George Washington University, Washington, DC, USA

Funder

NSF

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/6488907/10175002/10075438.pdf?arnumber=10075438

Reference34 articles.

1. Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts

2. An UAV-Enabled Intelligent Connected Transportation System With 6G Communications for Internet of Vehicles

3. Towards Data Collection and Transmission in 6G Space-Air-Ground Integrated Networks: Cooperative HAP and LEO Satellite Schemes

4. A Survey on UAV-Enabled Edge Computing: Resource Management Perspective

5. Joint Optimization of Energy Consumption and Delay in Cloud-to-Thing Continuum

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2. UAV-assisted dependency-aware computation offloading in device–edge–cloud collaborative computing based on improved actor–critic DRL;Journal of Systems Architecture;2024-09

3. A Heuristic Task Allocation Method Based on Overlapping Coalition Formation Game for Heterogeneous UAVs;IEEE Internet of Things Journal;2024-09-01

4. GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling Over Dynamic Vehicular Clouds;IEEE Transactions on Network and Service Management;2024-08

5. Blockchain-Based Resource Trading in Multi-UAV Edge Computing System;IEEE Internet of Things Journal;2024-06-15

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