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Industry Standards for the Analytics Era: TPC Roadmap Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Performance Characterization of Big Data Systems with TPC Express Benchmark HS

Author : Manan Trivedi

Published in: Performance Evaluation and Benchmarking for the Analytics Era

Publisher: Springer International Publishing

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Abstract

TPC Express Benchmark HS (TPCx-HS) is industry’s first standard for benchmarking big data systems. There are many moving parts in a large big data deployment which includes compute, storage, memory and network collectively called the infrastructure, platform and application and in this paper, we characterize in detail how each of these components affect performance.

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previous chapter Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments
next chapter Experiences and Lessons in Practice Using TPCx-BB Benchmarks
Footnotes
1
Note: These settings represent a starting point for tuning a big data system. The actual best values will vary based on the workload of the system.
 
Literature
1.
Nambiar, R., Poess, M., Dey, A., Cao, P., Magdon-Ismail, T., Ren, D.Q., Bond, A.: Introducing TPCx-HS: the first industry standard for benchmarking big data systems. In: Nambiar, R., Poess, M. (eds.) TPCTC 2014. LNCS, vol. 8904, pp. 1–12. Springer, Cham (2015). https://​doi.​org/​10.​1007/​978-3-319-15350-6_​1
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3.
Nambiar, R.: A standard for benchmarking big data systems. In: BigData Conference 2014, pp. 18–20 (2014)
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Metadata
Title
Performance Characterization of Big Data Systems with TPC Express Benchmark HS
Author
Manan Trivedi
Copyright Year
2018
Book
Performance Evaluation and Benchmarking for the Analytics Era

Print ISBN: 978-3-319-72400-3

Electronic ISBN: 978-3-319-72401-0

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-72401-0_6