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Data Distribution Tailoring

The code for algorithms of the paper: Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish: Tailoring Data Source Distributions for Fairness-aware Data Integration. Proc. VLDB Endow. 14(11): 2519-2532 (2021)

Data Sets

  • The DOT Flights can be downloaded from here.
  • BenchDL is implemented in file benchDL.py. This benchmark generates data sources with various distributions and for various cost models for testing purposes.