Deep Learning in Mobile and Wireless Networking: A Survey
Zhang, Chaoyun, Patras, Paul, Haddadi, Hamed
Published in IEEE Communications surveys and tutorials (01.01.2019)
Published in IEEE Communications surveys and tutorials (01.01.2019)
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Journal Article
Deep reinforcement learning-based beam training with energy and spectral efficiency maximisation for millimetre-wave channels
Narengerile, Thompson, John, Patras, Paul, Ratnarajah, Tharmalingam
Published in EURASIP journal on wireless communications and networking (14.11.2022)
Published in EURASIP journal on wireless communications and networking (14.11.2022)
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Journal Article
Optimal Configuration of 802.11e EDCA for Real-Time and Data Traffic
Serrano, Pablo, Banchs, Albert, Patras, Paul, Azcorra, Arturo
Published in IEEE transactions on vehicular technology (01.06.2010)
Published in IEEE transactions on vehicular technology (01.06.2010)
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Journal Article
Cluster and Conquer: Malicious Traffic Classification at the Edge
Diallo, Alec F., Patras, Paul
Published in IEEE eTransactions on network and service management (01.06.2024)
Published in IEEE eTransactions on network and service management (01.06.2024)
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Journal Article
Deciphering Clusters With a Deterministic Measure of Clustering Tendency
Diallo, Alec F., Patras, Paul
Published in IEEE transactions on knowledge and data engineering (01.04.2024)
Published in IEEE transactions on knowledge and data engineering (01.04.2024)
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Journal Article
Adaptive Clustering-based Malicious Traffic Classification at the Network Edge
Diallo, Alec F., Patras, Paul
Published in IEEE INFOCOM 2021 - IEEE Conference on Computer Communications (10.05.2021)
Published in IEEE INFOCOM 2021 - IEEE Conference on Computer Communications (10.05.2021)
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Conference Proceeding
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories
Zhang, Chaoyun, Fiore, Marco, Patras, Paul
Published in 2019 IEEE International Symposium on Measurements & Networking (M&N) (01.07.2019)
Published in 2019 IEEE International Symposium on Measurements & Networking (M&N) (01.07.2019)
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Conference Proceeding
Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction
Diallo, Alec F., Patras, Paul
Published in 2024 IEEE Symposium on Security and Privacy (SP) (19.05.2024)
Published in 2024 IEEE Symposium on Security and Privacy (SP) (19.05.2024)
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Conference Proceeding
Performance Assessment of Open Software Platforms for 5G Prototyping
Gringoli, Francesco, Patras, Paul, Donato, Carlos, Serrano, Pablo, Grunenberger, Yan
Published in IEEE wireless communications (01.10.2018)
Published in IEEE wireless communications (01.10.2018)
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Journal Article
TransMUSE: Transferable Traffic Prediction in MUlti-Service Edge Networks
Xu, Luyang, Liu, Haoyu, Song, Junping, Li, Rui, Hu, Yahui, Zhou, Xu, Patras, Paul
Published in Computer networks (Amsterdam, Netherlands : 1999) (01.02.2023)
Published in Computer networks (Amsterdam, Netherlands : 1999) (01.02.2023)
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Journal Article
ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum
Garcia-Saavedra, Andres, Patras, Paul, Valls, Victor, Costa-Perez, Xavier, Leith, Douglas J.
Published in IEEE/ACM transactions on networking (01.12.2018)
Published in IEEE/ACM transactions on networking (01.12.2018)
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Journal Article
VAMP: A Predictive Approach to Audio/Video Bitrate Adaptation Over Wireless Networks
Li, Weihe, Huang, Jiawei, Lyu, Wenjun, Wang, Jianxin, Patras, Paul
Published in IEEE wireless communications letters (01.03.2022)
Published in IEEE wireless communications letters (01.03.2022)
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Journal Article