Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models

Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models

Scalable Parallel Computing Lab, SPCL @ ETH Zurich via YouTube Direct link

Pace3D: Experiment Design

9 of 11

9 of 11

Pace3D: Experiment Design

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Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models

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  1. 1 Intro
  2. 2 Motivation: Cost of computing clusters
  3. 3 Motivation: Configuration options
  4. 4 Performance Modeling
  5. 5 Current Modeling Workflows
  6. 6 Performance-Detective Modeling Workflow
  7. 7 System analysis [Perf-Taint]
  8. 8 Pace3D: System analysis
  9. 9 Pace3D: Experiment Design
  10. 10 RQ1: Modeling using a single repetition of experiments
  11. 11 simultaneously - Modeling with Decision Trees

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