Title
DMRO: A Deep Meta Reinforcement Learning-Based Task Offloading Framework for Edge-Cloud Computing
Abstract
With the explosive growth of mobile data and the unprecedented demand for computing power, resource-constrained edge devices cannot effectively meet the requirements of Internet of Things (IoT) applications and Deep Neural Network (DNN) computing. As a distributed computing paradigm, edge offloading that migrates complex tasks from IoT devices to edge-cloud servers can break through the resource l...
Year
DOI
Venue
2021
10.1109/TNSM.2021.3087258
IEEE Transactions on Network and Service Management
Keywords
DocType
Volume
Task analysis,Servers,Decision making,Internet of Things,Cloud computing,Training,Neural networks
Journal
18
Issue
ISSN
Citations 
3
1932-4537
7
PageRank 
References 
Authors
0.40
0
2
Name
Order
Citations
PageRank
Huaming Wu18114.49
Hua-Ming Wu27913.85