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Creating repeatable, reusable experimentation pipelines with popper: tutorial

Published: 16 February 2019 Publication History

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.

Reference

[1]
I. Jimenez, M. Sevilla, N. Watkins, C. Maltzahn, J. Lofstead, K. Mohror, A. Arpaci-Dusseau, and R. Arpaci-Dusseau, "The Popper Convention: Making Reproducible Systems Evaluation Practical," 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2017, pp. 1561--1570.

Cited By

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  • (2020)Enabling Seamless Execution of Computational and Data Science Workflows on HPC and Cloud with the Popper Container-native Automation Engine2020 2nd International Workshop on Containers and New Orchestration Paradigms for Isolated Environments in HPC (CANOPIE-HPC)10.1109/CANOPIEHPC51917.2020.00007(8-18)Online publication date: Nov-2020

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Published In

cover image ACM Conferences
PPoPP '19: Proceedings of the 24th Symposium on Principles and Practice of Parallel Programming
February 2019
472 pages
ISBN:9781450362252
DOI:10.1145/3293883
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 16 February 2019

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PPoPP '19

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PPoPP '19 Paper Acceptance Rate 29 of 152 submissions, 19%;
Overall Acceptance Rate 230 of 1,014 submissions, 23%

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Cited By

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  • (2020)Enabling Seamless Execution of Computational and Data Science Workflows on HPC and Cloud with the Popper Container-native Automation Engine2020 2nd International Workshop on Containers and New Orchestration Paradigms for Isolated Environments in HPC (CANOPIE-HPC)10.1109/CANOPIEHPC51917.2020.00007(8-18)Online publication date: Nov-2020

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