RUDSEA: recommending updates of Dockerfiles via software environment analysis

Foyzul Hassan, Rodney Rodriguez, Xiaoyin Wang

Abstract

Dockerfiles are configuration files of docker images which package all dependencies of a software to enable convenient software deployment and porting. In other words, dockerfiles list all environment assumptions of a software application's build and / or execution, so they need to be frequently updated when the environment assumptions change during fast software evolution. In this paper, we propose RUDSEA, a novel approach to recommend updates of dockerfiles to developers based on analyzing changes on software environment assumptions and their impacts. Our evaluation on 1,199 real-world instruction updates shows that RUDSEA can recommend correct update locations for 78.5% of the updates, and correct code changes for 44.1% of the updates.

BibTeX

@inproceedings{Hassan-al:ASE18,
  author    = {Foyzul Hassan and
               Rodney Rodriguez and
               Xiaoyin Wang},
  title     = {{RUDSEA:} recommending updates of Dockerfiles via software environment analysis},
  booktitle = {ASE},
  pages     = {796--801},
  publisher = {{ACM}},
  year      = {2018},
}

RUDSEA: recommending updates of Dockerfiles via software environment analysis

Abstract

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