pragyasharmaa

awesome-telco

A curated list of telco resources and projects

nephio

Nephio is a Kubernetes-based automation platform for deploying and managing highly distributed, interconnected workloads such as 5G Network Functions, and the underlying infrastructure on which those workloads depend.

EdgeRIC-A-real-time-RIC

Deep-Reinforcement-Learning-for-5G-Networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.

AI-Powered-5G-OpenRAN-Optimizer

This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.

ran-simulator

Traffic simulator for RAN simulation

ts-xapp

Traffic Steering (TS) xApp for OAIC O-RAN Testbed

MobiFlow-Auditor

An O-RAN compliant xApp supporting fine-grained and security-aware statistics monitoring over 5G RAN and UEs

onos-ric-python-apps

ONOS RAN Intelligent Controller xApps authored in Python programming language

cmsORAN

Conflict Management in the Near-RT-RIC of Open RAN: A Game Theoretic Approach

Open-RAN-xApp-Conflict-Graph-Generator

Open-RAN-xApp-Auction-based-Conflict-Resolution

DeepCoMP

Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning

oran-sc-ric

Simplified ORAN SC RIC with improved usability and xApp examples

mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

QACM

onos-pci

PCI xAPP for ONOS SD-RAN (µONOS Architecture)

onos-kpimon

KPIMON xAPP for ONOS SD-RAN (µONOS Architecture)

rimedo-ts

Rimedo Labs xApp

sim-ns3-o-ran-e2

colosseum-oran-commag-dataset

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 Cellular Networks," IEEE Communications Magazine, vol. 59, no. 10, pp. 21–27, October 2021.

colosseum-oran-coloran-dataset

Dataset for the paper M. Polese, L. Bonati, S. D'Oro, S. Basagni, T. Melodia, "ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms," IEEE Transactions on Mobile Computing, pp. 1-14, July 2022.

MAGIC

Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21

O-RAN_CMF_CM2023

Conflict Mitigation Framework for O-RAN

oaic

Core software for Open AI Cellular

colosseum-near-rt-ric

Source code for the paper M. Polese, L. Bonati, S. D'Oro, S. Basagni, T. Melodia, "ColoRAN: Design and Testing of Open RAN Intelligence on Large-scale Experimental Platforms," arXiv 2112.09559 [cs.NI], December 2021.

NeMoEval

A Benchmark Tool for Natural Language-based Network Management

3GPP-Overall-Architecture

3GPP Overall Architecture and Specifications including Release-17

5G

5G Mobile Networks -- Micro-book

slicesim

5G Network Slicing Simulation