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The making of TPC-DS

Published: 01 September 2006 Publication History

Abstract

For the last decade, the research community and the industry have used TPC-D and its successor TPC-H to evaluate performance of decision support technology. Recognizing a paradigm shift in the industry the Transaction Processing Performance Council has developed a new Decision Support benchmark, TPC-DS, expected to be released this year. From an ease of benchmarking perspective it is similar to past benchmarks. However, it adjusts for new technology and new approaches the industry has embarked on in recent years. This paper describes the main characteristics of TPC-DS, explains why some of the key decisions were made and which performance aspects of decision support system it measures.

References

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{1} Robert H. Bonczek, Clyde W. Holsapple, and Andrew Whinston: Foundations of Decision Support Systems. Academic Press, 1981 ISBN 0-12-113050-9.
[2]
{2} Gordon B. Davis: Management Information Systems: Conceptual Foundations, Structure and Development. McGraw-Hill, 1974.
[3]
{3} Public release of TPC-DS (v0.32) preliminary draft: http://www.tpc.org/tpcds/default.asp.
[4]
{4} TPC-H Specification 2.3.0: http://www.tpc.org/tpch/default.asp.
[5]
{5} TPC pricing specification. http://www.tpc.org/pricing/spec/Price_V1.0.1.pdf
[6]
{6} William H. Inmon: EIS and the Data Warehouse, Data Base Programming/Design, November 1992.
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{7} Ralph W. Kimball, Warren Thornthwaite, Laura Reeves and Margy Ross: The Data Warehouse Lifecycle Toolkit, New York, NY: John Wiley and Sons, 1998.
[8]
{8} Meikel Pöss, Bryan Smith, Lubor Kollár, Per-Åke Larson: TPC-DS, taking decision support benchmarking to the next level. SIGMOD Conference 2002: 582-587.
[9]
{9} Meikel Pöss, Chris Floyd: New TPC Benchmarks for Decision Support and Web Commerce. SIGMOD Record 29(4): 64-71 (2000).
[10]
{10} Meikel Poess, John M. Stephens: Generating Thousand Benchmark Queries in Seconds. VLDB 2004: 1045-1053.
[11]
{11} John M. Stephens, Meikel Poess: MUDD: a multi-dimensional data generator. WOSP 2004: 104-109.
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{12} US Census Bureau, Unadjusted and Adjusted Estimates of Monthly Retail and Food Services Sales by Kinds of Business: 2001, Department stores (excl.L.D) 4521. http://www.census.gov/mrts/www/data/html/ nsal01.html.

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Information & Contributors

Information

Published In

cover image ACM Conferences
VLDB '06: Proceedings of the 32nd international conference on Very large data bases
September 2006
1269 pages

Sponsors

  • SIGMOD: ACM Special Interest Group on Management of Data
  • K.I.S.S. SIG on Databases
  • AJU Information Technology Co., Ltd
  • US Army ITC-PAC Asian Research Office
  • Google Inc.
  • The Database Society of Japan
  • Samsung SOS
  • Advanced Information Technology Research Center
  • Naver
  • Microsoft: Microsoft
  • Korea Info Sci Society: Korea Information Science Society
  • SK telecom
  • Systems Applications Products
  • ORACLE: ORACLE
  • International Business Management
  • Air Force Office of Scientific Research/Asian Office of Aerospace R&D
  • Kosef
  • Kaist
  • LG Electronics
  • CCF-DBS

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VLDB Endowment

Publication History

Published: 01 September 2006

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  • (2024)Partition, Don't Sort! Compression Boosters for Cloud Data Ingestion PipelinesProceedings of the VLDB Endowment10.14778/3681954.368201317:11(3456-3469)Online publication date: 1-Jul-2024
  • (2024)Sharing Queries with Nonequivalent User-defined Aggregate FunctionsACM Transactions on Database Systems10.1145/364913349:2(1-46)Online publication date: 10-Apr-2024
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