Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models
Scalable Parallel Computing Lab, SPCL @ ETH Zurich via YouTube
Overview
Syllabus
Intro
Motivation: Cost of computing clusters
Motivation: Configuration options
Performance Modeling
Current Modeling Workflows
Performance-Detective Modeling Workflow
System analysis [Perf-Taint]
Pace3D: System analysis
Pace3D: Experiment Design
RQ1: Modeling using a single repetition of experiments
simultaneously - Modeling with Decision Trees
Taught by
Scalable Parallel Computing Lab, SPCL @ ETH Zurich