Deep learning for energy-efficient beyond 5G networks

Green Communications for Energy-Efficient Wireless Systems and Networks ◽

10.1049/pbte091e_ch3 ◽

2020 ◽

pp. 61-82

Author(s):

Alessio Zappone ◽

Marco Di Renzo ◽

Merouane Debbah

Keyword(s):

Deep Learning ◽

Energy Efficient ◽

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IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning

2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS) ◽

10.23919/apnoms50412.2020.9237008 ◽

2020 ◽

Author(s):

Khizar Abbas ◽

Muhammad Afaq ◽

Talha Ahmed Khan ◽

Asif Mehmood ◽

Wang-Cheol Song

Keyword(s):

Deep Learning ◽

5G Networks ◽

Network Slicing

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Energy Efficient Training Task Assignment Scheme for Mobile Distributed Deep Learning Scenario Using DQN

2019 IEEE 7th International Conference on Computer Science and Network Technology (ICCSNT) ◽

10.1109/iccsnt47585.2019.8962496 ◽

2019 ◽

Author(s):

Yutong Liu ◽

Lianping Zhang ◽

Yifei Wei ◽

Zhaoying Wang

Keyword(s):

Deep Learning ◽

Energy Efficient ◽

Task Assignment ◽

Training Task ◽

Assignment Scheme

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Low-Latency Energy-Efficient Cyber-Physical Disaster System Using Edge Deep Learning

Proceedings of the 21st International Conference on Distributed Computing and Networking ◽

10.1145/3369740.3372752 ◽

2020 ◽

Author(s):

Yashwant Singh Patel ◽

Sourasekhar Banerjee ◽

Rajiv Misra ◽

Sajal K. Das

Keyword(s):

Deep Learning ◽

Energy Efficient ◽

Low Latency ◽

Disaster System

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Advanced Sleep Modes to comply with delay constraints in energy efficient 5G networks

2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring) ◽

10.1109/vtc2021-spring51267.2021.9448695 ◽

2021 ◽

Author(s):

Michela Meo ◽

Daniela Renga ◽

Zunera Umar

Keyword(s):

Energy Efficient ◽

5G Networks ◽

Delay Constraints

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DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning

IEEE INFOCOM 2019 - IEEE Conference on Computer Communications ◽

10.1109/infocom.2019.8737488 ◽

2019 ◽

Author(s):

Dario Bega ◽

Marco Gramaglia ◽

Marco Fiore ◽

Albert Banchs ◽

Xavier Costa-Perez

Keyword(s):

Deep Learning ◽

Network Management ◽

5G Networks ◽

Cognitive Network

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Deep Learning for Optimized Multiuser OFDMA Energy-efficient Wireless Transmission

2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC) ◽

10.1109/ccwc51732.2021.9376055 ◽

2021 ◽

Author(s):

Yuan Xing ◽

Yuchen Qian ◽

Wei Shi ◽

Xuejun Liu ◽

Tianchi Zhao ◽

...

Keyword(s):

Deep Learning ◽

Energy Efficient ◽

Wireless Transmission

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A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2016.2550338 ◽

2016 ◽

Vol 34 (4) ◽

pp. 697-709 ◽

Author(s):

Stefano Buzzi ◽

Chih-Lin I ◽

Thierry E. Klein ◽

H. Vincent Poor ◽

Chenyang Yang ◽

...

Keyword(s):

Energy Efficient ◽

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Exploration of Energy-Efficient Architecture for Graph-Based Point-Cloud Deep Learning

10.1109/sips52927.2021.00054 ◽

2021 ◽

Author(s):

Jie-Fang Zhang ◽

Zhengya Zhang

Keyword(s):

Deep Learning ◽

Energy Efficient ◽

Point Cloud ◽

Energy Efficient Architecture

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An energy efficient scheme by exploiting multi-hop D2D communications for 5G networks

Physical Communication ◽

10.1016/j.phycom.2021.101576 ◽

2021 ◽

pp. 101576

Author(s):

Rishav Dubey ◽

Pavan Kumar Mishra ◽

Sudhakar Pandey

Keyword(s):

Energy Efficient ◽

5G Networks ◽

D2d Communications ◽

Efficient Scheme

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An Approach to Optimize Device Power Performance Towards Energy Efficient Next Generation 5G Networks

2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) ◽

10.1109/uemcon47517.2019.8993067 ◽

2019 ◽

Author(s):

Anurag Thantharate ◽

Cory Beard ◽

Sreekar Marupaduga

Keyword(s):

Energy Efficient ◽

Next Generation ◽

5G Networks ◽

Power Performance

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