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README.md

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Overview

We provide the data used to obtain the results presented in the paper in this repository.

Structure

  • perf-cost: Measurement data of benchmarks obtained on platforms. Files follow the naming scheme [TESTING_MODE]_[MEMORY].
  • 1000genomes-ault: Measurement data obtained on HPC cluster for the 1000Genomes workflow.
  • analysis: Scripts used for plotting and analyzing the data.
  • eval-model: Analysis of papers on serverless workflows with benchmarks: Bibtex entries of all papers and excluded papers, as well as analysis of papers that we included in our analysis after filtering according to our criteria.
  • benchmarks: Figures visualizing all benchmarks used in the paper.
  • scripts: Further analysis scripts, not used for plotting and analyzing the data in the paper.
  • benchmark-configs: All configurations of the benchmarks used.

Measurement setup

Measurements require a Redis instance set up on a VM in the same cloud region. See the SeBS documentation for details. Measurements can be conducted from a local computer, as we do not regard latencies before the start of the first function.