Dynamic Resource Aware VNF Placement with Deep Reinforcement Learning for 5G Networks

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9322512 ◽

2020 ◽

Author(s):

Anestis Dalgkitsis ◽

Prodromos-Vasileios Mekikis ◽

Angelos Antonopoulos ◽

Georgios Kormentzas ◽

Christos Verikoukis

Keyword(s):

Reinforcement Learning ◽

5G Networks ◽

Dynamic Resource ◽

Resource Aware

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Dynamic Resource-Aware Corner Detection for Bio-Inspired Vision Sensors

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9412314 ◽

2021 ◽

Author(s):

Sherif A.S. Mohamed ◽

Jawad N. Yasin ◽

Mohammad-Hashem Haghbayan ◽

Antonio Miele ◽

Jukka Heikkonen ◽

...

Keyword(s):

Corner Detection ◽

Vision Sensors ◽

Dynamic Resource ◽

Resource Aware

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Reliability-aware Dynamic Service Chain Scheduling in 5G Networks based on Reinforcement Learning

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications ◽

10.1109/infocom42981.2021.9488707 ◽

2021 ◽

Author(s):

Junzhong Jia ◽

Lei Yang ◽

Jiannong Cao

Keyword(s):

Reinforcement Learning ◽

5G Networks ◽

Service Chain

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Dynamic Resource Aware Scheduling Schemes for IEEE 802.16 Broadband Wireless Networks

Advances in Intelligent Systems and Computing - Progress in Advanced Computing and Intelligent Engineering ◽

10.1007/978-981-15-6584-7_22 ◽

2020 ◽

pp. 218-230

Author(s):

M. Deva Priya ◽

A. Christy Jeba Malar ◽

S. Sam Peter ◽

G. Sandhya ◽

L. R. Vishnu Varthan ◽

...

Keyword(s):

Wireless Networks ◽

Ieee 802.16 ◽

Broadband Wireless ◽

Dynamic Resource ◽

Resource Aware

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Network Selection in 5G Networks Based on Markov Games and Friend-or-Foe Reinforcement Learning

2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) ◽

10.1109/wcncw48565.2020.9124723 ◽

2020 ◽

Cited By ~ 1

Author(s):

Alessandro Giuseppi ◽

Emanuele De Santis ◽

Francesco Delli Priscoli ◽

Seok Ho Won ◽

Taesang Choi ◽

...

Keyword(s):

Reinforcement Learning ◽

Network Selection ◽

5G Networks ◽

Markov Games

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SMART USAGE OF MULTIPLE RAT IN IOT-ORIENTED 5G NETWORKS: A REINFORCEMENT LEARNING APPROACH

2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K) ◽

10.23919/itu-wt.2018.8597940 ◽

2018 ◽

Cited By ~ 1

Author(s):

Ruben M. Sandoval ◽

Sebastian Canovas-Carrasco ◽

Antonio-Javier Garcia-Sanchez ◽

Joan Garcia-Haro

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

5G Networks

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Reinforcement Learning Approach for Advanced Sleep Modes Management in 5G Networks

2018 IEEE 88th Vehicular Technology Conference (VTC-Fall) ◽

10.1109/vtcfall.2018.8690555 ◽

2018 ◽

Cited By ~ 8

Author(s):

Fatma Ezzahra Salem ◽

Zwi Altman ◽

Azeddine Gati ◽

Tijani Chahed ◽

Eitan Altman

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

5G Networks

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Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination

IEEE Transactions on Communications ◽

10.1109/tcomm.2019.2961332 ◽

2020 ◽

Vol 68 (3) ◽

pp. 1581-1592 ◽

Cited By ~ 4

Author(s):

Faris B. Mismar ◽

Brian L. Evans ◽

Ahmed Alkhateeb

Keyword(s):

Reinforcement Learning ◽

Power Control ◽

Interference Coordination ◽

5G Networks

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Enabling Dynamic Resource Sharing for Slice Customization in 5G Networks

2018 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/glocom.2018.8647249 ◽

2018 ◽

Cited By ~ 2

Author(s):

Alessandro Lieto ◽

Ilaria Malanchini ◽

Antonio Capone

Keyword(s):

Resource Sharing ◽

5G Networks ◽

Dynamic Resource ◽

Dynamic Resource Sharing

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Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach

2019 IEEE Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip47243.2019.8965912 ◽

2019 ◽

Author(s):

Kexin Tang ◽

Nuowen Kan ◽

Junni Zou ◽

Xiao Fu ◽

Mingyi Hong ◽

...

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Rate Adaptation ◽

Physical Layer ◽

Learning Approach ◽

Resource Aware

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A Novel Resource-aware Tensor Decomposition Design Based on Reinforcement Learning

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8683659 ◽

2019 ◽

Author(s):

Behnaz Ghoraani

Keyword(s):

Reinforcement Learning ◽

Tensor Decomposition ◽

Resource Aware

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