Carlos Aguni

Highly motivated self-taught IT analyst. Always learning and ready to explore new skills. An eternal apprentice.


SLR Big Data Benchmark

20 Mar 2022 »
  • https://scholar.google.com/scholar?as_ylo=2022&q=benchmark+hive&hl=en&as_sdt=0,5
    • Beyond TPC-DS, a benchmark for Big Data OLAP systems (BDOLAP-Bench)
      • https://www.sciencedirect.com/science/article/abs/pii/S0167739X22000553
    • BigDataBench: A big data benchmark suite from internet services
      • https://ieeexplore.ieee.org/abstract/document/6835958
    • From BigBench to TPCx-BB: Standardization of a Big Data Benchmark
      • https://hpi.de/en/rabl/publications/Document/puma-rabl/tpctc2016standardizationbenchmark.pdf/4d7fcdea11e61e4c71b5a6486ba23f79.html?cHash=988d95c1b0fb833c8de45cbcc8fb9bad
  • google: benchmark hive site:arxiv.org
    • Evaluating Hive and Spark SQL with BigBench
      • https://arxiv.org/ftp/arxiv/papers/1512/1512.08417.pdf
  • google: TPCx-BB
    • Characterizing TPCx-BB queries, Hive, and Spark in multi-cloud environments
      • https://upcommons.upc.edu/bitstream/handle/2117/114812/Characterizing%20TPCx-BB%20queries%2C.pdf
        • [22] - Big Data Compendium
          • 10.1007/978-3-319-31409-9_9
  • hadoop benchmark small files
    • Small files’ problem in Hadoop: A systematic literature review
      • 10.1016/j.jksuci.2021.09.007

ClickBase

https://benchmark.clickhouse.com/

Cherry-pick

  • [22] - Big Data Compendium 10.1007/978-3-319-31409-9_9

Cloudera Benchmark

  • https://community.cloudera.com/t5/Support-Questions/CDP-DC-7-0-soon-7-1-benchmark-performance-testing/td-p/292493
    • https://docs.cloudera.com/documentation/other/reference
    • Further good benchmark are here the TCP-DS tests for Impala: https://github.com/cloudera/impala-tpcds-kit and for Hive TCP-DS and TCP-H:
    • https://github.com/hortonworks/hive-testbench

Tutorial 4 Benchmark

  • Snowflake Claims Similar Price/Performance to Databricks, but Not So Fast!
    • https://databricks.com/blog/2021/11/15/snowflake-claims-similar-price-performance-to-databricks-but-not-so-fast.html
      • What is tutorial 4?
        • http://cci.drexel.edu/bigdata/bigdata2014/tutorial.htm
          • http://cci.drexel.edu/bigdata/bigdata2014/IEEE2014TutorialBaruRabl.pdf
            • Big Data Top 100 List

Big Data Top 100 List

  • http://cci.drexel.edu/bigdata/bigdata2014/IEEE2014TutorialBaruRabl.pdf
    • Big Data Top 100 List