CloudRIC demo: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
Open and virtualized Radio Access Networks (vRANs) are breeding a new market with unprecedented opportunities. However, carrier-grade vRANs today are expensive and energy-hungry, as they rely on hardware accelerators (HAs) that are dedicated to individual distributed units (DUs). We demonstrate CloudRIC [17], a system that, powered by lightweight data-driven models, meets specific reliability targets while (i) coordinating access between DUs and heterogeneous computing infrastructure; and (ii) assisting DUs with compute-aware radio scheduling procedures. Using a user-friendly dashboard to control an experimental testbed remotely, we demonstrate that CloudRIC achieves comparable reliability performance to a DU-dedicated platform while offering up to 40x higher cost-efficiency and up to 6x higher energy efficiency when pooling resources for up to 70 DUs.
Authors
- Leonardo Lo Schiavo (ORCID: https://orcid.org/0000-0002-5564-7982)
- Ginés García-Avilés
- Marco Fiore (ORCID: https://orcid.org/0000-0002-0772-9967)
- Marco Gramaglia (ORCID: https://orcid.org/0000-0001-9494-1853)
- Albert Banchs (ORCID: https://orcid.org/0000-0003-3544-8537)
- Andrés García‐Saavedra (ORCID: https://orcid.org/0000-0003-2005-2222)
- Xavier Costa‐Pérez (ORCID: https://orcid.org/0000-0002-9654-6109)
Institutions
- Institució Catalana de Recerca i Estudis Avançats (ES)
- IMDEA Networks (ES)
- i2CAT (ES)
- Universidad Carlos III de Madrid (ES)
Publication Details
- Published
- 2024-12-04
- DOI
- https://doi.org/10.1145/3636534.3698858
- Citations
- 2
- Primary Topic
- Software-Defined Networks and 5G
- Type
- article
- Field-Weighted Citation Impact
- 0.70
Funders
- European Commission