Efficient Virtual Resource Allocation in Mobile Edge Networks Based on Machine Learning

Li Li; Yifei Wei; Lianping Zhang; Xiaojun Wang

doi:10.32604/jcs.2020.010764

Efficient Virtual Resource Allocation in Mobile Edge Networks Based on Machine Learning

Journal of Cyber Security ◽

10.32604/jcs.2020.010764 ◽

2020 ◽

Vol 2 (3) ◽

pp. 141-150

Author(s):

Li Li ◽

Yifei Wei ◽

Lianping Zhang ◽

Xiaojun Wang

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Edge Networks

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Machine Learning Based Resource Allocation in Satellite Networks Supporting Internet of Remote Things

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2021.3075289 ◽

2021 ◽

pp. 1-1

Author(s):

Di Zhou ◽

Min Sheng ◽

Yixin Wang ◽

Jiandong Li ◽

Zhu Han

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Satellite Networks

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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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Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge

IEEE Transactions on Mobile Computing ◽

10.1109/tmc.2020.3045436 ◽

2020 ◽

pp. 1-1

Author(s):

Min Chen ◽

Haichuan Wang ◽

Zeyu Meng ◽

Hongli Xu ◽

Yang Xu ◽

...

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Data Collection ◽

Distributed Machine Learning

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Machine Learning Oriented Resource Allocation to Achieve Ultra Low Power, Low Latency and High Reliability Vehicular Communication Networks

2020 IEEE 17th India Council International Conference (INDICON) ◽

10.1109/indicon49873.2020.9342584 ◽

2020 ◽

Author(s):

Sasweth C Rajanarayanan ◽

Rohit Misra ◽

Rahul Jashvantbhai Pandya

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Low Power ◽

Communication Networks ◽

High Reliability ◽

Low Latency ◽

Vehicular Communication ◽

Ultra Low Power ◽

Vehicular Communication Networks

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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 ◽

Cited By ~ 2

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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Intelligent operator: Machine learning based decision support and explainer for human operators and service providers in the fog, cloud and edge networks

Journal of Information Security and Applications ◽

10.1016/j.jisa.2020.102685 ◽

2021 ◽

Vol 56 ◽

pp. 102685

Author(s):

Sebastian Łaskawiec ◽

Michał Choraś ◽

Rafał Kozik ◽

Vijayakumar Varadarajan

Keyword(s):

Machine Learning ◽

Decision Support ◽

Service Providers ◽

Human Operators ◽

Edge Networks

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Machine Learning Approaches for Resource Allocation in the Cloud: Critical Reflections

2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI) ◽

10.1109/icacci.2018.8554703 ◽

2018 ◽

Author(s):

Akarsh Murali ◽

Nibir Nirjas Das ◽

Shiv Shankar Sukumaran ◽

K. Chandrasekaran ◽

Christina Joseph ◽

...

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Learning Approaches ◽

Critical Reflections

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Decentralized Machine Learning through Experience-Driven Method in Edge Networks

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2021.3118424 ◽

2021 ◽

pp. 1-1

Author(s):

Hongli Xu ◽

Min Chen ◽

Zeyu Meng ◽

Yang Xu ◽

Lun Wang ◽

...

Keyword(s):

Machine Learning ◽

Learning Through Experience ◽

Edge Networks

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A Machine Learning Firefly Algorithm Applied to the Resource Allocation Problems

Artificial Intelligence in Intelligent Systems - Lecture Notes in Networks and Systems ◽

10.1007/978-3-030-77445-5_27 ◽

2021 ◽

pp. 297-305

Author(s):

Hernan Pinto ◽

Alvaro Peña ◽

Carlos Maureira ◽

Matías Valenzuela ◽

Gabriel Villavicencio

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Firefly Algorithm ◽

Allocation Problems

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Seamless Optical Path Restoration with Just-in-Time Resource Allocation Leveraging Machine Learning

2018 European Conference on Optical Communication (ECOC) ◽

10.1109/ecoc.2018.8535279 ◽

2018 ◽

Cited By ~ 1

Author(s):

Fabien Boitier ◽

Jelena Pesic ◽

Vincent Lemaire ◽

Eric Dutisseuil ◽

Jose Manuel Estaran Tolosa ◽

...

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Optical Path ◽

Just In Time ◽

Path Restoration ◽

Time Resource

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