Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks

Raouf Abozariba; Muhammad Kamran Naeem; Md Asaduzzaman; Mohammad Patwary

doi:10.1109/VTC2020-Fall49728.2020.9348736

Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks

Raouf Abozariba, Muhammad Kamran Naeem, Md Asaduzzaman, Mohammad Patwary

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Citations (SciVal)

Original language	English
Title of host publication	2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728194844
DOIs	https://doi.org/10.1109/VTC2020-Fall49728.2020.9348736
Publication status	Published (VoR) - Nov 2020
Event	92nd IEEE Vehicular Technology Conference, VTC 2020-Fall - Virtual, Victoria, Canada Duration: 18 Nov 2020 → …

Publication series

Name	IEEE Vehicular Technology Conference
Volume	2020-November
ISSN (Print)	1550-2252

Conference

Conference	92nd IEEE Vehicular Technology Conference, VTC 2020-Fall
Country/Territory	Canada
City	Virtual, Victoria
Period	18/11/20 → …

Keywords

5G
RAN Slicing
machine learning
next generation wireless networks
spectrum management
traffic forecasting

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10.1109/VTC2020-Fall49728.2020.9348736

Cite this

Abozariba, R., Kamran Naeem, M., Asaduzzaman, M., & Patwary, M. (2020). Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks. In 2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings Article 9348736 (IEEE Vehicular Technology Conference; Vol. 2020-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/VTC2020-Fall49728.2020.9348736

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title = "Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks",

keywords = "5G, RAN Slicing, machine learning, next generation wireless networks, spectrum management, traffic forecasting",

author = "Raouf Abozariba and {Kamran Naeem}, Muhammad and Md Asaduzzaman and Mohammad Patwary",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 92nd IEEE Vehicular Technology Conference, VTC 2020-Fall ; Conference date: 18-11-2020",

year = "2020",

month = nov,

doi = "10.1109/VTC2020-Fall49728.2020.9348736",

language = "English",

series = "IEEE Vehicular Technology Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings",

}

Abozariba, R, Kamran Naeem, M, Asaduzzaman, M & Patwary, M 2020, Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks. in 2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings., 9348736, IEEE Vehicular Technology Conference, vol. 2020-November, Institute of Electrical and Electronics Engineers Inc., 92nd IEEE Vehicular Technology Conference, VTC 2020-Fall, Virtual, Victoria, Canada, 18/11/20. https://doi.org/10.1109/VTC2020-Fall49728.2020.9348736

Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks. / Abozariba, Raouf; Kamran Naeem, Muhammad; Asaduzzaman, Md et al.
2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9348736 (IEEE Vehicular Technology Conference; Vol. 2020-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks

AU - Abozariba, Raouf

AU - Kamran Naeem, Muhammad

AU - Asaduzzaman, Md

AU - Patwary, Mohammad

PY - 2020/11

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KW - next generation wireless networks

KW - spectrum management

KW - traffic forecasting

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U2 - 10.1109/VTC2020-Fall49728.2020.9348736

DO - 10.1109/VTC2020-Fall49728.2020.9348736

M3 - Conference contribution

AN - SCOPUS:85101416499

T3 - IEEE Vehicular Technology Conference

BT - 2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 92nd IEEE Vehicular Technology Conference, VTC 2020-Fall

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Abozariba R, Kamran Naeem M, Asaduzzaman M, Patwary M. Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks. In 2020 IEEE 92nd Vehicular Technology Conference, VTC 2020-Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9348736. (IEEE Vehicular Technology Conference). doi: 10.1109/VTC2020-Fall49728.2020.9348736

Uncertainty-aware RAN Slicing via Machine Learning Predictions in Next-Generation Networks

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