teo-tsou / app_aware_5g
A cloud-native 5G Network based on OAI platform, fully deployed on Kubernetes, enhanced with AI Unit to forecast the interactions between end-users and applications, and to improve the Quality of Experience of the users in real-time by utilizing the FlexRAN Controller.
☆23Updated last month
Alternatives and similar repositories for app_aware_5g:
Users that are interested in app_aware_5g are comparing it to the libraries listed below
- A 5G Multi-Slice Cell Capacity Simulator based on Python☆23Updated last year
- ☆11Updated 3 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆46Updated 2 months ago
- ☆10Updated 2 months ago
- Dataset for the paper M. Polese, L. Bonati, S. D'Oro, S. Basagni, T. Melodia, "ColO-RAN: Developing Machine Learning-based xApps for Open…☆30Updated 4 months ago
- ☆41Updated last year
- A module that can be used to model and simulate O-RAN-like behavior in ns-3.☆35Updated 2 months ago
- 5G K-SimNet (5G Network Simulator)☆20Updated 5 years ago
- O-RAN E2 termination for SCOPE framework.☆19Updated 7 months ago
- ☆11Updated 3 years ago
- Source code for the paper M. Polese, L. Bonati, S. D'Oro, S. Basagni, T. Melodia, "ColoRAN: Design and Testing of Open RAN Intelligence o…☆38Updated 7 months ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆19Updated last year
- ☆22Updated last year
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆12Updated 2 years ago
- A Framework for Safe and Accelerated Reinforcement Learning-based Radio Resource Management☆13Updated 2 years ago
- This is an ns-3 3GPP NR module for the simulation of 5G NR non-standalone cellular networks. See https://apps.nsnam.org/app/nr/ for more…☆40Updated last year
- eXP-RAN - an Emulator for Gaining Experience with Radio Access Networks, Edge Computing, and Slicing☆17Updated 2 years ago
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆12Updated 2 years ago
- Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing☆10Updated 9 months ago
- Master Thesis☆10Updated 2 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- 5G Network Slicing for Wi-Fi Networks☆52Updated 11 months ago
- Rimedo Labs xApp☆22Updated 4 months ago
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆14Updated last year
- ☆19Updated 4 years ago
- Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"☆29Updated 3 years ago
- DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks☆74Updated 3 years ago
- 5G Network Slicing Simulation project designed to explore dynamic resource allocation and performance optimization across network slices,…☆11Updated 5 months ago
- Dataset for the paper L. Bonati, S. D'Oro, M. Polese, S. Basagni, T. Melodia, "Intelligence and Learning in O-RAN for Data-driven NextG C…☆45Updated last month
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆16Updated 3 years ago