Creating repeatable, reusable experimentation pipelines with popper

Abstract

Popper is an experimentation protocol for conducting scientific explorations and writing academic articles following a DevOps approach. The Popper CLI tool helps researchers automate the execution and validation of an experimentation pipeline. In this tutorial we give an introduction to the concepts and CLI tool, and go over hands-on exercises that help.

Original document

The different versions of the original document can be found in:

• https://dl.acm.org/doi/pdf/10.1145/3293883.3302575

• https://dblp.uni-trier.de/db/conf/ppopp/ppopp2019.html#JimenezLM19,

https://dl.acm.org/doi/pdf/10.1145/3293883.3302575,

https://dl.acm.org/citation.cfm?doid=3293883.3302575,

https://academic.microsoft.com/#/detail/2914901915

• https://dl.acm.org/doi/pdf/10.1145/3293883.3302575,

http://dx.doi.org/10.1145/3293883.3302575 under the license http://www.acm.org/publications/policies/copyright_policy#Background