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08-Summary-Tiered-Architecture.md

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Tiered Architecture

Level 0:

  • HDFS File System - Collates all of the inputed information

Level 1:

  • Hive Tables System and Spark
    • Processing interface (Hive)
    • Analysis Engine (Spark)

Level 2:

  • PySpark - Act as an interface between Spark and Python
  • Sparklyr - Act as an interface between Spark and R
  • ShinyServer - Allow information to be communicated rapidly

Level 3:

  • R, RStudio, Tidyverse
  • Python