Title | ||
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DMRO: A Deep Meta Reinforcement Learning-Based Task Offloading Framework for Edge-Cloud Computing |
Abstract | ||
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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 Wu | 1 | 81 | 14.49 |
Hua-Ming Wu | 2 | 79 | 13.85 |