TPC-H Analyzed: Hidden Messages and Lessons Learned from an Influential Benchmark

@inproceedings{Boncz2013TPCHAH,
  title={TPC-H Analyzed: Hidden Messages and Lessons Learned from an Influential Benchmark},
  author={Peter A. Boncz and Thomas Neumann and Orri Erling},
  booktitle={TPCTC},
  year={2013}
}
The TPC-D benchmark was developed almost 20 years ago, and even though its current existence as TPC-H could be considered superseded by TPC-DS, one can still learn from it. We focus on the technical level, summarizing the challenges posed by the TPC-H workload as we now understand them, which we call “choke points”. We identify 28 different such choke points, grouped into six categories: Aggregation Performance, Join Performance, Data Access Locality, Expression Calculation, Correlated… CONTINUE READING
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