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Volumn , Issue , 2013, Pages

Issues in big data testing and benchmarking

Author keywords

benchmarking; big data; data generation; data profiling; workloads

Indexed keywords

BIG DATUM; DATA CHARACTERIZATION; DATA GENERATION; DATA MANAGEMENT SYSTEM; DATA PROFILING; RELATIONAL DATA MODELS; RESEARCH CHALLENGES; WORKLOADS;

EID: 84889592081     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2479440.2482677     Document Type: Conference Paper
Times cited : (31)

References (38)
  • 5
    • 84873130876 scopus 로고    scopus 로고
    • Myriad: Scalable and Expressive Data Generation
    • A. Alexandrov, K. Tzoumas, V. Markl: Myriad: Scalable and Expressive Data Generation, In Proc. VLDB(5) pp. 1890-1893 (2012)
    • (2012) Proc. VLDB , Issue.5 , pp. 1890-1893
    • Alexandrov, A.1    Tzoumas, K.2    Markl, V.3
  • 6
    • 85012113083 scopus 로고    scopus 로고
    • BHUNT: Automatic Discovery of Fuzzy Algebraic Constraints in Relational Data
    • P. Brown, P. Haas: BHUNT: Automatic Discovery of Fuzzy Algebraic Constraints in Relational Data. VLDB 2003: 668-679
    • VLDB 2003 , pp. 668-679
    • Brown, P.1    Haas, P.2
  • 8
    • 85030321143 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • J. Dean, S. Ghemawat: MapReduce: simplified data processing on large clusters, In OSDI, pp. 137-150 (2004)
    • (2004) OSDI , pp. 137-150
    • Dean, J.1    Ghemawat, S.2
  • 10
    • 84861080341 scopus 로고    scopus 로고
    • Efficient update data generation for DBMS benchmarks
    • M. Frank, M. Poess, T. Rabl: Efficient update data generation for DBMS benchmarks. ICPE 2012: 169-180
    • ICPE 2012 , pp. 169-180
    • Frank, M.1    Poess, M.2    Rabl, T.3
  • 12
    • 84889590467 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • http://hadoop.apache.org/, last accessed 05-10-2013
  • 13
    • 62249189663 scopus 로고    scopus 로고
    • Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey
    • P. J. Haas, I. Ilyas, G. Lohman, V. Markl: Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey. Statistical Analysis and Data Mining 1(4): 223-250 (2009)
    • (2009) Statistical Analysis and Data Mining , vol.1 , Issue.4 , pp. 223-250
    • Haas, P.J.1    Ilyas, I.2    Lohman, G.3    Markl, V.4
  • 14
    • 70549107907 scopus 로고    scopus 로고
    • The Art of Building a Good Benchmark
    • K. Huppler: The Art of Building a Good Benchmark. TPCTC 2009: 18-30 (2009)
    • (2009) TPCTC 2009 , pp. 18-30
    • Huppler, K.1
  • 16
    • 84889593101 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • https://github.com/cloudera/impala, last accessed 05-10-2013
  • 18
    • 84889560522 scopus 로고    scopus 로고
    • last accessed 04-21-2013
    • Mahout: http://mahout.apache.org/, last accessed 04-21-2013
  • 19
    • 84889602600 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • https://github.com/TU-Berlin-DIMA/myriadtoolkit/wiki, last accessed 05-10-2013
  • 20
    • 84889594809 scopus 로고    scopus 로고
    • http://www.hpi.unipotsdam.de/naumann/publications/publications-by-type/ year/2013/2276/Nau13.html, SIGMOD Record (2013)
    • (2013) SIGMOD Record
  • 21
    • 84889585637 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • https://github.com/TU-Berlin-DIMA/myriadtoolkit/wiki/Using-Oligos-Guide, last accessed 05-10-2013
  • 23
    • 84889606015 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • http://www.paralleldatageneration.org/drupal6/, last accessed 05-10-2013
  • 25
    • 85009444893 scopus 로고    scopus 로고
    • GORDIAN: Efficient and Scalable Discovery of Composite Keys
    • Y. Sismanis, P. Brown, P. Haas, B. Reinwald: GORDIAN: Efficient and Scalable Discovery of Composite Keys. VLDB 2006: 691-702
    • VLDB 2006 , pp. 691-702
    • Sismanis, Y.1    Brown, P.2    Haas, P.3    Reinwald, B.4
  • 26
    • 33749605988 scopus 로고    scopus 로고
    • ISOMER: Consistent Histogram Construction Using Query Feedback
    • U. Srivastava, P. Haas, V. Markl, M. Kutsch, T.Tran: ISOMER: Consistent Histogram Construction Using Query Feedback. ICDE (2006)
    • (2006) ICDE
    • Srivastava, U.1    Haas, P.2    Markl, V.3    Kutsch, M.4    Tran, T.5
  • 27
    • 84889572124 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • http://spark-project.org/, last accessed 05-10-2013
  • 28
    • 84889592765 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • http://www.stratosphere.eu/, last accessed 05-10-2013
  • 30
    • 84889603187 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • http://www.tpc.org, last accessed 05-10-2013
  • 32
    • 84889581966 scopus 로고    scopus 로고
    • last accessed 05-10-2013
    • http://www.xml-benchmark.org/, last accessed 05-10-2013
  • 34
    • 80053521271 scopus 로고    scopus 로고
    • Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing)
    • J. Dittrich, J. Quiané-Ruiz, A. Jindal, Y. Kargin, V. Setty, J. Schad: Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing). PVLDB 3(1): 518-529 (2010)
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 518-529
    • Dittrich, J.1    Quiané-Ruiz, J.2    Jindal, A.3    Kargin, Y.4    Setty, V.5    Schad, J.6
  • 35
    • 81055143288 scopus 로고    scopus 로고
    • The Performance of MapReduce: An In-depth Study
    • D. Jiang, B. C. Ooi, L. Shi, S. Wu: The Performance of MapReduce: An In-depth Study. PVLDB 3(1):472-483 (2010)
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 472-483
    • Jiang, D.1    Ooi, B.C.2    Shi, L.3    Wu, S.4
  • 36
    • 33646414177 scopus 로고    scopus 로고
    • Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication
    • J. Leskovec, D. Chakrabarti, J. Kleinberg, C. Faloutsos: Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication. PKDD 2005: 133-145
    • PKDD 2005 , pp. 133-145
    • Leskovec, J.1    Chakrabarti, D.2    Kleinberg, J.3    Faloutsos, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.