TPC-E vs. TPC-C: characterizing the new TPC-E benchmark via an I/O comparison study

  • Authors:
  • Shimin Chen;Anastasia Ailamaki;Manos Athanassoulis;Phillip B. Gibbons;Ryan Johnson;Ippokratis Pandis;Radu Stoica

  • Affiliations:
  • Intel Labs Pittsburgh;École Polytechnique Fédérale de Lausanne;École Polytechnique Fédérale de Lausanne;Intel Labs Pittsburgh;Carnegie Mellon University;Carnegie Mellon University;École Polytechnique Fédérale de Lausanne

  • Venue:
  • ACM SIGMOD Record
  • Year:
  • 2011

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Abstract

TPC-E is a new OLTP benchmark recently approved by the Transaction Processing Performance Council (TPC). In this paper, we compare TPC-E with the familiar TPCC benchmark in order to understand the behavior of the new TPC-E benchmark. In particular, we compare the I/O access patterns of the two benchmarks by analyzing two OLTP disk traces. We find that (i) TPC-E is more read intensive with a 9.7:1 I/O read to write ratio, while TPC-C sees a 1.9:1 read-to-write ratio; and (ii) although TPC-E uses pseudo-realistic data, TPC-E's I/O access pattern is as random as TPC-C. The latter suggests that like TPC-C, TPC-E can benefit from SSDs, which have superior random I/O support. To verify this, we replay both disk traces on an Intel X25-E SSD and see dramatic improvements for both TPC-C and TPC-E.