Issues in Benchmark Metric Selection

  • Authors:
  • Alain Crolotte

  • Affiliations:
  • Teradata Corporation 90045

  • Venue:
  • Performance Evaluation and Benchmarking
  • Year:
  • 2009

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Abstract

It is true that a metric can influence a benchmark but will esoteric metrics create more problems than they will solve? We answer this question affirmatively by examining the case of the TPC-D metric which used the much debated geometric mean for the single-stream test. We will show how a simple choice influenced the benchmark and its conduct and, to some extent, DBMS development. After examining other alternatives our conclusion is that the "real" measure for a decision-support benchmark is the arithmetic mean.