Skip to main content
U.S. flag

An official website of the United States government

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS
A lock ( ) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.

Skip to content

O-RAN with Machine Learning in ns-3

Metadata Updated: September 30, 2025

This dataset contains a comparison of packet loss counts vs handovers using four different methods: baseline, heuristic, distance, and machine learning, as well as the data used to train a machine learning model. This data was generated as a result of the work described in the paper, "O-RAN with Machine Learning in ns-3," by the authors Wesley Garey, Tanguy Ropitault, Richard Rouil, Evan Black, and Weichao Gao from the 2023 Workshop on ns-3 (WNS3 2023), that was June 28-29, 2023, in Arlington, VA, USA, and published by ACM, New York, NY, USA. This paper is accessible at https://doi.org/10.1145/3592149.3592157. This data set includes the data from "Figure 10: Simulation Results Comparing the Baseline with the Heuristic, Distance, and ML Approaches," "Figure 11: Simulation Results that Depict the Impact of Increasing the Link Delay of the E2 Interface," as well as the data set used to train the machine learning model that is discussed there.

Access & Use Information

Public: This dataset is intended for public access and use. License: See this page for license information.

Downloads & Resources

References

https://doi.org/10.1145/3592149.3592157

Dates

Metadata Created Date September 30, 2025
Metadata Updated Date September 30, 2025
Data Update Frequency irregular

Metadata Source

Harvested from Commerce Non Spatial Data.json Harvest Source

Additional Metadata

Resource Type Dataset
Metadata Created Date September 30, 2025
Metadata Updated Date September 30, 2025
Publisher National Institute of Standards and Technology
Maintainer
Identifier ark:/88434/mds2-2996
Data First Published 2025-03-05
Language en
Data Last Modified 2023-02-14 00:00:00
Category Advanced Communications:Wireless (RF), Information Technology:Networking, Mathematics and Statistics:Modeling and simulation research
Public Access Level public
Data Update Frequency irregular
Bureau Code 006:55
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 22afecca-e159-4224-a8c7-fe5d7f393d63
Harvest Source Id bce99b55-29c1-47be-b214-b8e71e9180b1
Harvest Source Title Commerce Non Spatial Data.json Harvest Source
Homepage URL https://data.nist.gov/od/id/mds2-2996
License https://www.nist.gov/open/license
Program Code 006:045
Related Documents https://doi.org/10.1145/3592149.3592157
Source Datajson Identifier True
Source Hash 18c74ca7ea700c5704182352c17944d75695aac199538f2de3df71846fb8a25f
Source Schema Version 1.1

Didn't find what you're looking for? Suggest a dataset here.