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SapFix: Automated End-To-End Repair at Scale

Marginean, A; Bader, J; Chandra, S; Harman, M; Jia, Y; Mao, K; Mols, A; (2019) SapFix: Automated End-To-End Repair at Scale. In: Proceedings of the 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP). (pp. pp. 269-278). IEEE: Montreal, Canada. Green open access

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Abstract

We report our experience with SapFix: the first deployment of automated end-to-end fault fixing, from test case design through to deployed repairs in production code. We have used SapFix at Facebook to repair 6 production systems, each consisting of tens of millions of lines of code, and which are collectively used by hundreds of millions of people worldwide.

Type: Proceedings paper
Title: SapFix: Automated End-To-End Repair at Scale
Event: 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
ISBN-13: 978-1-7281-1760-7
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/ICSE-SEIP.2019.00039
Publisher version: https://doi.org/10.1109/ICSE-SEIP.2019.00039
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Search Based Software Engineering (SBSE), Testing, Repair, Sapienz, Infer
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/10084761
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