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07/17/2023
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis
The collection of security-related logs holds the key to understanding a...
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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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05/03/2022
Neural language models for network configuration: Opportunities and reality check
Boosted by deep learning, natural language processing (NLP) techniques h...
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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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06/19/2018
