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Artifact repository of paper: Error-Bounded Lossy Data Compression with Differentiable Quantity-of-Interest Error Constraints

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QPET-Artifact

This is the Artifact repository of VLDB '25 paper submission: QPET: A Versatile and Portable Quantity-of-Interest-preservation Framework for Error-Bounded Lossy Compression.

This main branch includes the overall readme and the evaluation results. Codes and evaluation instructions are in other branches.

QPET-integrated Compression Codes and Evaluation

Important: Please check the other branches for artifact codes and evaluation instructions (the codes are frozen before the submission and revision deadline).

There are two sets of branches. Branch names without revision are codes for the initial submission, and Branch names ending with revision are codes for the revision submission.

Supplementary Evaluation Results

The QPET_Appendix.pdf contains a complete appendix of QPET experimental results.

Baselines

Baseline compressors are available at:

Datasets and Toolkits

Datasets and assessment toolkits are at SDRBench.

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Artifact repository of paper: Error-Bounded Lossy Data Compression with Differentiable Quantity-of-Interest Error Constraints

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