3 papers
cs.LG2024
Fine-grained Attention in Hierarchical Transformers for Tabular Time-series
Raphael Azorin, Zied Ben Houidi, Massimo Gallo +2
Tabular data is ubiquitous in many real-life systems. In particular, time-dependent tabular data, where rows are chronologically related, is typically used for recording historical…
cs.NI2023
User-aware WLAN Transmit Power Control in the Wild
Jonatan Krolikowski, Zied Ben Houidi, Dario Rossi
In Wireless Local Area Networks (WLANs), Access point (AP) transmit power influences (i) received signal quality for users and thus user throughput, (ii) user association and thus…
cs.NI2022
From Design to Deployment of Zero-touch Deep Reinforcement Learning WLANs
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben Houidi +1
Machine learning (ML) is increasingly used to automate networking tasks, in a paradigm known as zero-touch network and service management (ZSM). In particular, Deep Reinforcement L…