dataset-rtas2021

Dataset Overview

Dataset Name

• Tightening Network Calculus Delay Bounds by Predicting Flow Prolongations in the FIFO Analysis

Dataset Purpose

• Used for the research presented in the paper “Tightening Network Calculus Delay Bounds by Predicting Flow Prolongations in the FIFO Analysis”.

Dataset Components

• dataset-train.pbz: Dataset for training GNN.
• dataset-evaluation.pbz: Dataset for evaluation, excluding Section VI‑C.
• dataset-evaluation-large.pbz: Dataset for evaluation of Section VI‑C.
• dataset_structure.proto: File describing the dataset structure.

Dataset Format

• The dataset is stored as serialized protobuf messages, using the Python library pbzlib.

Dataset Access

• Access the original dataset via DOI 10.14459/2020mp1596901.
• Use the FTP download command: $ wget -r ftp://m1596901:m1596901@dataserv.ub.tum.de/

Dataset Usage Example

• A Python example script is provided for parsing the dataset files.

Dataset License

• The dataset is licensed under Creative Commons Attribution‑ShareAlike 4.0 International (CC BY‑SA 4.0).