By Meikel Poess (auth.), Tilmann Rabl, Meikel Poess, Chaitanya Baru, Hans-Arno Jacobsen (eds.)

This e-book constitutes the completely refereed revised chosen papers of the 1st Workshop on titanic facts Benchmarks, WBDB 2012, held in San Jose, CA, united states, in may perhaps 2012 and the second one Workshop on monstrous info Benchmarks, WBDB 2012, held in Pune, India, in December 2012.
The 14 revised papers provided have been rigorously reviewed and chosen from 60 submissions. The papers are geared up in topical sections on benchmarking, foundations and instruments; area particular benchmarking; benchmarking and end-to-end significant information benchmarks.

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Additional resources for Specifying Big Data Benchmarks: First Workshop, WBDB 2012, San Jose, CA, USA, May 8-9, 2012, and Second Workshop, WBDB 2012, Pune, India, December 17-18, 2012, Revised Selected Papers

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Parts of the MCC benchmark were adjusted to be better aligned with the findings of the empirical survey and the resulting benchmark became known internally as Order-Entry. 32 Y. Chen, F. Raab, and R. Katz In November of 1989, the TPC published its standardized end-to-end version of DebitCredit under the name TPC Benchmark A (TPC-A) [11]. TPC Benchmark B (TPC-B) [12] followed in August 1990, which represented a back-end version of TPC-A. By then, the simple transaction in DebitCredit was starting to come under fire as being too simplistic and not sufficiently exercising the features of mature database products.

Benchmarking Cloud Serving Systems with YCSB. In: SoCC, pp. 143–154 (2010) 3. : The HiBench Benchmark Suite: Characterization of the MapReduce-Based Data Analysis. In: ICDEW (2010) 4. : BigBench: Towards an industry standard benchmark for big data analytics. In: Proceedings of the ACM SIGMOD Conference (2013) 5. : Benchmarking Big Data Systems and the BigData Top100 List. Big Data 1(1), 60–64 (2013) 6. : Setting the Direction for Big Data Benchmark Standards. , Poess, M. ) TPCTC 2012. LNCS, vol.

7755, pp. 197–208. Springer, Heidelberg (2013) 7. : BDMS Performance Evaluation: Practices, Pitfalls, and Possibilities. , Poess, M. ) TPCTC 2012. LNCS, vol. 7755, pp. 108–123. Springer, Heidelberg (2013) 8. : YCSB++: Benchmarking and performance debugging advanced features in scalable table stores. In: SoCC, pp. 9:1–9:14 (2011) 9. : Solving Big Data Challenges for Enterprise Application Performance Management. PVLDB 5(12), 1724–1735 (2012) 10. : Principles for an ETL Benchmark. , Poess, M. ) TPCTC 2009.

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