Overview
Syllabus
Intro
About BSC
TPC-DS Benchmark Work
Context and motivation
Systems Under Test (SUTs)
Hardware configuration
Software configuration System Runtime 5.5
Benchmark execution time (base)
Cost-Based Optimizer (CBO) stats
Benchmark execution time (stats)
Speedup with table and column stats
Additional configuration for Presto
TPC-DS Power Test - Query 72
Dynamic data partitioning
Benchmark exec. time (part + stats)
Speedup with partitioning and stats
TPC Benchmark total execution time
TPC Benchmark DS metric
System costs
TPC Benchmark DS cost
TPC-DS price-performance
Usability and developer productivity
Conclusions
Taught by
Databricks