network-slicing

[ICLR '26 - Virne] A simulator & benchmark for resource allocation (RA) problems in network function virtualization (NFV), i.e., NFV-RA, including virtual network embedding, service function chain deployment, network slicing, etc.

5G Network E2E Slice Manager

Network slicing gym environment and a model-based RL agent with kernels

5G Network Slicing for Wi-Fi Networks

5G Network Slicing Simulation project designed to explore dynamic resource allocation and performance optimization across network slices, including eMBB, mMTC, and URLLC. Developed with modular Python architecture and detailed performance metrics.

Reinforcement Learning tool for Network Slice Placement problems

Project holding the implementation and results of my thesis project at University of Trento, Italy

Network slice dimensioning and fast reconfiguration

Develop Well-Defined "Generic Slice Templates" (GSTs) . Build on GSMA NEST GST Vision by providing 1) concrete industry examples and 2) a JSON Schema that validates template model or definition

Open5GS 5GC & UERANSIM UE / RAN Sample Configuration - Select UPF based on S-NSSAI

O-RAN Intent-Based MANO for Network Slicing: Natural language to QoS mapping with automated E2E slice orchestration via O2IMS/O2DMS + Nephio GitOps. Achieves <10min deployment, supports eMBB/URLLC/mMTC with multi-site connectivity (Kube-OVN/VXLAN) and TN bandwidth control.

Configuration for setting up 5G SA Testbed

Offline Federated RL for O-RAN slice resource management on Colosseum traces

OpenAirInterface 5G Core Network Based on 3GPP REL 16/17

Code for the paper EXPLORA: AI/ML EXPLainability for the Open RAN Claudio Fiandrino, Leonardo Bonati, Salvatore d'Oro, Michele Polese, Tommaso Melodia, Joerg Widmer CoNEXT ’23, December 5–8, 2023, Paris, France DOI: 10.1145/3629141

Multiple network slices connection and dynamic morphing

A 5G network simulation project focused on mobility, network slicing, and resource management. It evaluates QoS metrics like latency, jitter, throughput, and packet loss under fixed and mobility scenarios, analyzing the impact of network overload and adaptive resource allocation for 5G slicing.

This repo contains information & examples around how to use slicenet python package

Offline federated learning for Open RAN slice resource optimisation on Colosseum-ORAN traces