Machine Learning for Resource Allocation in Mobile Broadband Networks

Mapping Intimacies ◽

10.1002/9781119675525.ch6 ◽

2021 ◽

pp. 123-146

Author(s):

Sadeq B. Melhem ◽

Arjun Kaushik ◽

Hina Tabassum ◽

Uyen T. Nguyen

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Broadband Networks ◽

Mobile Broadband

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Energy efficient cluster-based resource allocation and topology management for beyond next generation mobile broadband networks

2013 IEEE International Conference on Communications Workshops (ICC) ◽

10.1109/iccw.2013.6649299 ◽

2013 ◽

Author(s):

Abimbola Fisusi ◽

David Grace ◽

Paul Mitchell

Keyword(s):

Resource Allocation ◽

Energy Efficient ◽

Broadband Networks ◽

Next Generation ◽

Topology Management ◽

Mobile Broadband ◽

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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 ◽

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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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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Extreme Mobile Broadband Tier-II Fronthaul Network Enabled by a New DNN Machine Learning Framework

2018 IEEE Photonics Society Summer Topical Meeting Series (SUM) ◽

10.1109/phosst.2018.8456767 ◽

2018 ◽

Author(s):

Qi Zhou ◽

Mu Xu ◽

Peng-Chun Peng ◽

Gee-Kung Chang

Keyword(s):

Machine Learning ◽

Mobile Broadband ◽

Learning Framework ◽

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Methodical Performance Modelling of Mobile Broadband Networks with Soft Computing Model

International Journal of Computer Applications ◽

10.5120/ijca2021921157 ◽

2021 ◽

Vol 174 (25) ◽

pp. 7-21

Author(s):

Imeh J. Umoren ◽

Saviour J. Inyang

Keyword(s):

Soft Computing ◽

Broadband Networks ◽

Performance Modelling ◽

Mobile Broadband ◽

Computing Model

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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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