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Technology Conference on Performance Evaluation and Benchmarking

TPCTC 2012: Selected Topics in Performance Evaluation and Benchmarking pp 21–33Cite as

Incorporating Recovery from Failures into a Data Integration Benchmark

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Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 7755))

Abstract

The proposed TPC-DI benchmark measures the performance of Data Integration systems (a.k.a. ETL systems) given the task of integrating data from an OLTP system and other data sources to create a data warehouse.This paper describes the scenario, structure and timing principles used in TPC-DI. Although failure recovery is very important in real deployments of Data Integration systems, certain complexities made it difficult to specify in the benchmark. Hence failure recovery aspects have been scoped out of the current version of TPC-DI. The issues around failure recovery are discussed in detail and some options are described. Finally the audience is invited to offer additional suggestions.

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References

  1. Transaction Performance Council website (TPC), http://www.tpc.org

  2. Wyatt, L., Caufield, B., Pol, D.: Principles for an ETL Benchmark. In: Nambiar, R., Poess, M. (eds.) TPCTC 2009. LNCS, vol. 5895, pp. 183–198. Springer, Heidelberg (2009)

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  3. Kimball, R.: The Data Warehouse Toolkit: Practical Techniques for Building Dimensional Data Warehouses. John Wiley (1996)

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  4. Laprie, J.C.: Dependable Computing: Concepts, Limits, Challenges. In: Proceedings of the 25th International Symposium on Fault-Tolerant Computing, FTCS-25, Special Issue, Pasadena, CA, USA, pp. 42–54 (1995)

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Author information

Authors and Affiliations

  1. Microsoft Corporation, USA

    Len Wyatt

  2. IBM, USA

    Brian Caufield

  3. CISUC - Department of Informatics Engineering, University of Coimbra, Portugal

    Marco Vieira

  4. Oracle Corporation, 500 Oracle Pkwy, Redwood Shores, CA, 94065, USA

    Meikel Poess

Authors
  1. Len Wyatt
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  2. Brian Caufield
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  3. Marco Vieira
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  4. Meikel Poess
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Editor information

Editors and Affiliations

  1. Data Center Group, Cisco Systems, Inc., 3800 Zanker Road, 95134, San Jose, CA, USA

    Raghunath Nambiar

  2. Server Technologies, Oracle Corporation, 500 Oracle Parkway, 94065, Redwood Shores, CA, USA

    Meikel Poess

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© 2013 Springer-Verlag Berlin Heidelberg

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Cite this paper

Wyatt, L., Caufield, B., Vieira, M., Poess, M. (2013). Incorporating Recovery from Failures into a Data Integration Benchmark. In: Nambiar, R., Poess, M. (eds) Selected Topics in Performance Evaluation and Benchmarking. TPCTC 2012. Lecture Notes in Computer Science, vol 7755. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36727-4_2

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  • DOI: https://doi.org/10.1007/978-3-642-36727-4_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-36726-7

  • Online ISBN: 978-3-642-36727-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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