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netop/gotsf-ds

360 downloads in 30 days13 likesLast modified 24 Dec 2025View on Hugging Face

Permissive or share-alike

The declared licence (mit) is classified as permissive.

Declared licence: mit, from the tagEvidence: README.md at c9ecaf1
Licence files: No licence file at the top level of the repositoryEvidence: file list at c9ecaf1
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

time-series-forecasting

Citation text from the card

This dataset is released alongside the following paper:

> Fechete, L., et al. “Goal-Oriented Time-Series Forecasting: Foundation Framework Design.” Proceedings of the AAAI Conference on Artificial Intelligence, 2026, Singapore.

If you use this dataset, please cite the above work.


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This dataset introduces a **novel multivariate time series** specifically curated to support research in enabling **accurate prediction of KPIs** across communication networks, as illustrated below:

<p align="center">
  <img src="images/network.png" alt="Base station, cells, and beams" />
</p>

Precise forecasting of network traffic is critical for optimizing **network management** and enhancing **resource allocation efficiency**. This task is of both **practical and theoretical importance** to researchers in networking and machine learning, offering a strong benchmark for state-of-the-art (SOTA) time series models.

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dataset_licence({ "id": "netop/gotsf-ds" })
signal: "permissive"
stated_licence: "mit"
sources: 0