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Collection : Universite De Lyon Subject : [info.info-ni]computer science [cs]/networking and internet architecture [cs.ni] Filter by : Subject
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Academic Journal

NS+NDT: Smart Integration of Network Simulation in Network Digital Twin, Application to IoT Networks

Subjects: Digital Twin; Configuration; Network Digital Twin

  • Source: ISSN: 0167-739X ; Future Generation Computer Systems ; https://hal.science/hal-04529664 ; Future Generation Computer Systems, 2024, 157, pp.124-144. ⟨10.1016/j.future.2024.03.038⟩.

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Towards Adaptive ML Traffic Processing Systems

Subjects: Traffic analysis Dynamic configuration Machine Learning; Traffic analysis; Dynamic configurationParis; France

  • Source: CoNEXT-SW '23: Proceedings of the on CoNEXT Student Workshop 2023 ; CoNEXT 2023: The 19th International Conference on emerging Networking EXperiments and Technologies ;

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Network Traffic Classification for Detecting Multi-Activity Situations

Subjects: Network traffic classification multi-activity situations machine learning; Network traffic classification; multi-activity situationsTunis; Tunisia

  • Source: ISCC 2023 - IEEE Symposium on Computers and Communications ; https://hal-emse.ccsd.cnrs.fr/emse-04315939 ; ISCC 2023 - IEEE Symposium on Computers and Communications, Jul 2023, Tunis, Tunisia.

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Academic Journal

Analysis of a Decentralized Bayesian Optimization Algorithm for Improving Spatial Reuse in Dense WLANs

Subjects: Machine Learning; Bayesian Optimization; Spatial Reuse

  • Source: ISSN: 0140-3664.

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Channel Charting for Streaming CSI Data

Subjects: [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingPacific Grove; CA; United States

  • Source: Asilomar Conference on Signals, Systems, and Computers ; https://inria.hal.science/hal-04325927 ; Asilomar Conference on Signals, Systems, and Computers, Oct 2023, Pacific Grove, CA, United States

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Federated Representation Learning for Indoor-Outdoor Detection in beyond 5G networks

Subjects: Federated representation Learning Semisupervised Learning Indoor-Outdoor Detection; Federated representation Learning; Semisupervised LearningKuala Lampur; Malaysia

  • Source: GLOBECOM 2023 - IEEE Global Communications Conference ; https://hal-emse.ccsd.cnrs.fr/emse-04316332 ; GLOBECOM 2023 - IEEE Global Communications Conference, Dec 2023, Kuala Lampur, Malaysia. pp.1-6

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Handover Forecasting in Cellular Networks: A Spatio-temporal Graph Neural Network Approach

Subjects: Handovers; 5G; Time Series ForecastingIzmir; Turkey

  • Source: NoF 2023 - 14th International Conference on Network of the Future ; https://hal.science/hal-04189574 ; NoF 2023 - 14th International Conference on Network of the Future, Oct 2023, Izmir, Turkey

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Poster: Privacy-Aware Decentralized Multi-Slice Traffic Forecasting

Subjects: network slicing; traffic forecasting; data privacyPortland; United States

  • Source: MobiSys 2022 - The 20th ACM International Conference on Mobile Systems, Applications, and Services ; https://inria.hal.science/hal-03755118 ; MobiSys 2022 - The 20th ACM International Conference on

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Mobile Traffic Forecasting for Network Slices: A Federated-Learning Approach

Subjects: Network Slicing; Traffic Forecasting; Data PrivacyVirtual; Japan

  • Source: PIMRC 2022 - IEEE 33rd International Symposium on Personal, Indoor and Mobile Radio Communications ; https://inria.hal.science/hal-03755115 ; PIMRC 2022 - IEEE 33rd International Symposium on

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Indoor-Outdoor Detection using Time Series Classification and User Behavioral Cognition

Subjects: Indoor/Outdoor Detection; Time Series Classification; LSTMSousse; Tunisia

  • Source: WMNC 2022 - 14th IFIP Wireless and Mobile Networking Conference ; https://hal.science/hal-03830890 ; WMNC 2022 - 14th IFIP Wireless and Mobile Networking Conference, Oct 2022, Sousse, Tunisia. pp.1-8

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  • 1-10 of  30 results for ""Machine learning""