Datasets:
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message: "If you use this dataset, please cite it as below. The toolkit that produced it has its own citation in the source repository."
type: dataset
title: "LocalNet-Dynamics: A Longitudinal Local Area Network Telemetry Dataset"
authors:
- family-names: "Ezharjan"
given-names: "Alexander"
version: 1.0.0
date-released: "2026-10-09"
license: MIT
doi: 10.57967/hf/10841
url: "https://huggingface.co/datasets/ezharjan/LocalNetDynamics"
repository-code: "https://github.com/Ezharjan/LocalNetDynamicsDataset"
abstract: >-
A longitudinal telemetry dataset of a residential local area network,
sampled every 30 seconds around the clock from a wired desktop for 19 days.
Each sample records ICMP latency, jitter and loss to a reference host and to
the gateway, TCP connect time, cached and recursive DNS response time, HTTP
time-to-first-response and hourly WAN throughput tests, with time-of-day
features and rule-based reference labels for forecasting, anomaly detection
and quality-of-service research.
keywords:
- network telemetry
- latency
- jitter
- packet loss
- DNS
- throughput
- quality of service
- anomaly detection
- time series
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