A Collaborative Framework for Tweaking Properties in A Synthetic Dataset

Summary: ASPECT modularizes synthetic data generation: scale D with S0, then apply property-specific tweaks Tk to enforce Pi in D_tilde. Users select D, S0, subset of Pi, and order of Tk, with visible enforcement error and runtime for benchmarking. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11698
Venue: VLDB
Year: 2018
Pagerank: -
Overall Rank: 13,336 | 7.32%
DOI: 10.14778/3229863.3236247

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
2,996	Data Generation for Application-Specific Benchmarking	2011	VLDB	7.7580926e-05
7,760	Dscaler: Synthetically Scaling A Given Relational Database	2016	VLDB	4.6548456e-05

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