Deep Reinforcement Learning for Joint Offloading and Resource Allocation in Fog Computing

Mapping Intimacies ◽

10.1109/icsess52187.2021.9522334 ◽

2021 ◽

Author(s):

Wenle Bai ◽

Cheng Qian

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

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Resource Allocation for Vehicular Fog Computing Using Reinforcement Learning Combined With Heuristic Information

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2996213 ◽

2020 ◽

Vol 7 (10) ◽

pp. 10450-10464 ◽

Author(s):

Seung-Seob Lee ◽

Sukyoung Lee

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Fog Computing ◽

Heuristic Information

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Poster Abstract: Deep Reinforcement Learning-based Resource Allocation in Vehicular Fog Computing

IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infcomw.2019.8845095 ◽

2019 ◽

Author(s):

Seung-Seob Lee ◽

Sukyoung Lee

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Fog Computing ◽

Poster Abstract

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Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN

Knowledge and Information Systems ◽

10.1007/s10115-021-01590-4 ◽

2021 ◽

Author(s):

Chunlin Li ◽

Yong Zhang ◽

Youlong Luo

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Seamless Handover ◽

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ReCARL: Resource Allocation in Cloud RANs with Deep Reinforcement Learning

IEEE Transactions on Mobile Computing ◽

10.1109/tmc.2020.3044282 ◽

2020 ◽

pp. 1-1

Author(s):

Zhiyuan Xu ◽

Jian Tang ◽

Chengxiang Yin ◽

Yanzhi Wang ◽

Guoliang Xue ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning

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Priority-Aware Task Offloading in Vehicular Fog Computing Based on Deep Reinforcement Learning

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3041929 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Jinming Shi ◽

Jun Du ◽

Jingjing Wang ◽

Jian Wang ◽

Jian Yuan

Keyword(s):

Reinforcement Learning ◽

Fog Computing ◽

Task Offloading

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Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems

Intelligent and Converged Networks ◽

10.23919/icn.2020.0014 ◽

2020 ◽

Vol 1 (2) ◽

pp. 181-198

Author(s):

Samrat Nath ◽

Jingxian Wu

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

Dynamic Computation

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An evolutionary fuzzy scheduler for multi-objective resource allocation in fog computing

Future Generation Computer Systems ◽

10.1016/j.future.2020.12.019 ◽

2021 ◽

Vol 117 ◽

pp. 498-509

Author(s):

Chu-ge Wu ◽

Wei Li ◽

Ling Wang ◽

Albert Y. Zomaya

Keyword(s):

Resource Allocation ◽

Fog Computing ◽

Multi Objective

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Deep reinforcement learning-based computation offloading and resource allocation in security-aware mobile edge computing

Wireless Networks ◽

10.1007/s11276-021-02643-w ◽

2021 ◽

Author(s):

H. C. Ke ◽

H. Wang ◽

H. W. Zhao ◽

W. J. Sun

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2021.3065523 ◽

2021 ◽

pp. 1-1

Author(s):

Waleed Ahsan ◽

Wenqiang Yi ◽

Zhijin Qin ◽

Yuanwei Liu ◽

Arumugam Nallanathan

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Learning Approach

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Deep reinforcement learning based computation offloading and resource allocation for low-latency fog radio access networks

Intelligent and Converged Networks ◽

10.23919/icn.2020.0020 ◽

2020 ◽

Vol 1 (3) ◽

pp. 243-257

Author(s):

G. M. Shafiqur Rahman ◽

Tian Dang ◽

Manzoor Ahmed

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Access Networks ◽

Computation Offloading ◽

Low Latency ◽

Radio Access Networks ◽

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