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Performance Tools

• Empirical data required for design and implementation of parallel programs.
  • Calibrate and validate performance models and implementations.
• How to collect and analyze data?
  • Is a stopwatch sufficient?
• Various supporting tools exist.
  1. Data collection.
  2. Data transformation.
  3. Data visualization.