H2020 DAEMON: Network intelligence for aDAptive and sElf-Learning MObile Networks

Part of EU Open Research Repository

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Published February 23, 2024 | Version 1.0
Software Open

Artifact of CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing

Authors/Creators

  • 1. ROR icon IMDEA Networks
  • 2. ROR icon Universidad Carlos III de Madrid
  • 3. ROR icon i2CAT
  • 4. NEC Laboratories Europe GmbH
  • 5. ROR icon Institució Catalana de Recerca i Estudis Avançats

Description

The artifact presented in this document provides the Python/PyTorch and C/ONNX implementation of the Logical Processing Unit (LPU) models used by CloudRIC in the paper: "CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing", described in Section 4.3 and evaluated in Section 5.2 of the paper. 

The artifact contains the trained weights of the neural network models, one input trace file for testing, and the necessary scripts to run the models and visualize the results. This allows to reproduce the results of Figures 16 and 17 in the manuscript. 

Files

mgramagl/cloudric-artifacts-1.0.zip

Files (61.3 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/mgramagl/cloudric-artifacts/tree/1.0 (URL)

Funding

European Commission
DAEMON - Network intelligence for aDAptive and sElf-Learning MObile Networks 101017109

Dates

Submitted
2023-02-23

Software

Repository URL
https://github.com/mgramagl/cloudric-artifacts
Development Status
Active