A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3011286 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Sihua Wang ◽

Mingzhe Chen ◽

Xuanlin Liu ◽

Changchuan Yin ◽

Shuguang Cui ◽

...

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing ◽

Machine Learning Approach

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Resource Allocation In IRSs Aided MISO-NOMA Networks: A Machine Learning Approach

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9348009 ◽

2020 ◽

Author(s):

Xinyu Gao ◽

Yuanwei Liu ◽

Xiao Liu ◽

Zhijin Qin

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Learning Approach ◽

Machine Learning Approach

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A utility-based resource allocation scheme for IEEE 802.11 WLANs via a machine-learning approach

Wireless Networks ◽

10.1007/s11276-014-0708-z ◽

2014 ◽

Vol 20 (7) ◽

pp. 1743-1758 ◽

Author(s):

Chiapin Wang ◽

Wen-Hsing Kuo

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Ieee 802.11 ◽

Learning Approach ◽

Allocation Scheme ◽

Machine Learning Approach ◽

802.11 Wlans ◽

Resource Allocation Scheme

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A scalable distributed machine learning approach for attack detection in edge computing environments

Journal of Parallel and Distributed Computing ◽

10.1016/j.jpdc.2018.03.006 ◽

2018 ◽

Vol 119 ◽

pp. 18-26 ◽

Author(s):

Rafał Kozik ◽

Michał Choraś ◽

Massimo Ficco ◽

Francesco Palmieri

Keyword(s):

Machine Learning ◽

Attack Detection ◽

Edge Computing ◽

Learning Approach ◽

Machine Learning Approach ◽

Computing Environments ◽

Distributed Machine Learning

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Smart Resource Allocation for Mobile Edge Computing: A Deep Reinforcement Learning Approach

IEEE Transactions on Emerging Topics in Computing ◽

10.1109/tetc.2019.2902661 ◽

2019 ◽

pp. 1-1 ◽

Author(s):

Jiadai Wang ◽

Lei Zhao ◽

Jiajia Liu ◽

Nei Kato

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach

2019 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/gcwkshps45667.2019.9024603 ◽

2019 ◽

Author(s):

Sihua Wang ◽

Mingzhe Chen ◽

Xuanlin Liu ◽

Changchuan Yin

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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Cooperative Computation Offloading and Resource Allocation for Blockchain-Enabled Mobile-Edge Computing: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2019.2961707 ◽

2020 ◽

Vol 7 (7) ◽

pp. 6214-6228 ◽

Author(s):

Jie Feng ◽

F. Richard Yu ◽

Qingqi Pei ◽

Xiaoli Chu ◽

Jianbo Du ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Mobile Edge Computing ◽

Cooperative Computation

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A machine learning approach to QoE-based video admission control and resource allocation in wireless systems

2014 13th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET) ◽

10.1109/medhocnet.2014.6849102 ◽

2014 ◽

Author(s):

Alberto Testolin ◽

Marco Zanforlin ◽

Michele De Filippo De Grazia ◽

Daniele Munaretto ◽

Andrea Zanella ◽

...

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Admission Control ◽

Wireless Systems ◽

Learning Approach ◽

Machine Learning Approach

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QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761591 ◽

2019 ◽

Author(s):

Fatima Haouari ◽

Emna Baccour ◽

Aiman Erbad ◽

Amr Mohamed ◽

Mohsen Guizani

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Live Streaming ◽

Learning Approach ◽

Machine Learning Approach

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Offloading and Resource Allocation With General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2020.2993071 ◽

2020 ◽

Vol 19 (8) ◽

pp. 5404-5419

Author(s):

Jia Yan ◽

Suzhi Bi ◽

Ying Jun Angela Zhang

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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An End-to-end Intelligent Network Resource Allocation in IoV: A Machine Learning Approach

2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) ◽

10.1109/vtc2020-fall49728.2020.9348842 ◽

2020 ◽

Author(s):

Afaq Muhammad ◽

Talha Ahmed Khan ◽

Khizar Abbass ◽

Wang-Cheol Song

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Learning Approach ◽

Intelligent Network ◽

Network Resource ◽

Machine Learning Approach ◽

Network Resource Allocation ◽

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