Search Results for author: Antonio de la Oliva

Found 3 papers, 0 papers with code

Choose, not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN

no code implementations1 Aug 2022 Jorge Martín-Pérez, Nuria Molner, Francesco Malandrino, Carlos Jesús Bernardos, Antonio de la Oliva, David Gomez-Barquero

Open Radio Access Network (O-RAN) is an emerging paradigm, whereby virtualized network infrastructure elements from different vendors communicate via open, standardized interfaces.

Network Support for High-performance Distributed Machine Learning

no code implementations5 Feb 2021 Francesco Malandrino, Carla Fabiana Chiasserini, Nuria Molner, Antonio de la Oliva

We then formulate the problem of selecting (i) which learning and information nodes should cooperate to complete the learning task, and (ii) the number of iterations to perform, in order to minimize the learning cost while meeting the target prediction error and execution time.

BIG-bench Machine Learning Vocal Bursts Intensity Prediction

COTORRA: COntext-aware Testbed fOR Robotic Applications

no code implementations19 Jan 2021 Milan Groshev, Jorge Martín-Pérez, Kiril Antevski, Antonio de la Oliva, Carlos J. Bernardos

Edge & Fog computing have received considerable attention as promising candidates for the evolution of robotic systems.

Autonomous Navigation Robotics Networking and Internet Architecture

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