Performance Characterization and Benchmarking. Traditional to Big Data

  title={Performance Characterization and Benchmarking. Traditional to Big Data},
  author={Josef Kittler and Moni Naor},
  booktitle={Lecture Notes in Computer Science},
The designation Big Data has become a mainstream buzz phrase across many industries as well as research circles. Today many companies are making performance claims that are not easily verifiable and comparable in the absence of a neutral industry benchmark. Instead one of the test suites used to compare performance of Hadoop based Big Data systems is the TeraSort. While it nicely defines the data set and tasks to measure Big Data Hadoop systems it lacks a formal specification and enforcement… CONTINUE READING
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