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09/18/2023
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation
Over the last years we witnessed a renewed interest towards Traffic Clas...
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02/21/2023
User-aware WLAN Transmit Power Control in the Wild
In Wireless Local Area Networks (WLANs), Access point (AP) transmit powe...
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11/25/2022
Cross-network transferable neural models for WLAN interference estimation
Airtime interference is a key performance indicator for WLANs, measuring...
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07/13/2022
From Design to Deployment of Zero-touch Deep Reinforcement Learning WLANs
Machine learning (ML) is increasingly used to automate networking tasks,...
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01/03/2022
Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure
Recent years have witnessed the promise that reinforcement learning, cou...
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04/06/2020
Joint Routing and Scheduling for Large-Scale Deterministic IP Networks
With the advent of 5G and the evolution of Internet protocols, industria...
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01/24/2018
Optimal Cache Leasing from a Mobile Network Operator to a Content Provider
Caching popular content at the wireless edge is recently proposed as a m...
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04/22/2017