26 citations
- i2CATES2 papers
- Amazon (United States)US1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Institució Catalana de Recerca i Estudis AvançatsES1 paper
- Laboratoire des signaux et systèmesFR1 paper
- NEC (Japan)JP1 paper
- Technology Innovation InstituteAE1 paper
- Université Paris-SaclayFR1 paper
- University of Duisburg-EssenDE1 paper
- University of KaiserslauternDE1 paper
- University of Rome Tor VergataIT1 paper
7 papers
Risk-Aware Continuous Control with Neural Contextual Bandits
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Perez
Recent advances in learning techniques have garnered attention for their applicability to a diverse range of real-world sequential decision-making problems. Yet, many practical app…
AIRIC: Orchestration of Virtualized Radio Access Networks with Noisy Neighbours
J. Xavier Salvat Lozano, Andres Garcia-Saavedra, Xi Li +1
Radio Access Networks virtualization (vRAN) is on its way becoming a reality driven by the new requirements in mobile networks, such as scalability and cost reduction. Unfortunatel…
On the Degrees of Freedom of RIS-Aided Holographic MIMO Systems
Juan Carlos Ruiz-Sicilia, Xuewen Qian, Marco Di Renzo +3
In this paper, we study surface-based communication systems based on different levels of channel state information for system optimization. We analyze the system performance in ter…
How Should Network Slice Instances be Provided to Multiple Use Cases of a Single Vertical Industry?
Mohammad Asif Habibi, Bin Han, Faqir Zarrar Yousaf +1
There are a large number of vertical industries implementing multiple use cases, each use case characterized by diverging service, network, and connectivity requirements such as au…
Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs
Cheng Wang, Carolin Lawrence, Mathias Niepert
Uncertainty quantification is crucial for building reliable and trustable machine learning systems. We propose to estimate uncertainty in recurrent neural networks (RNNs) via stoch…
hXDP: Efficient Software Packet Processing on FPGA NICs
Marco Spaziani Brunella, Giacomo Belocchi, Marco Bonola +7
FPGA accelerators on the NIC enable the offloading of expensive packet processing tasks from the CPU. However, FPGAs have limited resources that may need to be shared among diverse…