Deploying Search Based Software Engineering with Sapienz at Facebook

Created by W.Langdon from gp-bibliography.bib Revision:1.4496

@InProceedings{Alshahwan:2018:SSBSE,
  author =       "Nadia Alshahwan and Xinbo Gao and Mark Harman and 
                 Yue Jia and Ke Mao and Alexander Mols and Taijin Tei and 
                 Ilya Zorin",
  title =        "Deploying Search Based Software Engineering with
                 {Sapienz} at {Facebook}",
  booktitle =    "SSBSE 2018",
  year =         "2018",
  editor =       "Thelma Elita Colanzi and Phil McMinn",
  volume =       "11036",
  series =       "LNCS",
  pages =        "3--45",
  address =      "Montpellier, France",
  month =        "8-9 " # sep,
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, genetic
                 improvement, SBSE",
  isbn13 =       "978-3-319-99241-9",
  DOI =          "doi:10.1007/978-3-319-99241-9_1",
  size =         "22 pages",
  abstract =     "We describe the deployment of the Sapienz Search Based
                 Software Engineering (SBSE) testing system. Sapienz has
                 been deployed in production at Facebook since September
                 2017 to design test cases, localise and triage crashes
                 to developers and to monitor their fixes. Since then,
                 running in fully continuous integration within
                 Facebook's production development process, Sapienz has
                 been testing Facebook's Android app, which consists of
                 millions of lines of code and is used daily by hundreds
                 of millions of people around the globe.

                 We continue to build on the Sapienz infrastructure,
                 extending it to provide other software engineering
                 services, applying it to other apps and platforms, and
                 hope this will yield further industrial interest in and
                 uptake of SBSE (and hybridisations of SBSE) as a
                 result.",
  notes =        "This paper was written to accompany the keynote by
                 Mark Harman at the 10th Symposium on Search-Based
                 Software Engineering (SSBSE 2018), Montpellier
                 September 8-10, 2018. The paper represents the work of
                 all the authors in realising the deployment of search
                 based approaches to large-scale software engineering at
                 Facebook. Author name order is alphabetical; the order
                 is thus not intended to denote any information about
                 the relative contribution of each author.

                 Ke Mao will also be giving a related talk about Sapienz
                 deployment to developers at the @Scale developers
                 conference in San Jose, USA on 13 September 2018
                 https://atscaleconference.com/events/the-2018-scale-conference/

                 A video of a previous talk about the initial Sapienz
                 deployment, presented at the F8 developers conference
                 in May 2018, is also publicly available (also as high
                 quality video recording and with no paywall):
                 https://developers.facebook.com/videos/f8-2018/friction-free-fault-finding-with-sapienz/

                 also known as \cite{ssbse18-keynote}",
}

Genetic Programming entries for Nadia Alshahwan Xinbo Gao Mark Harman Yue Jia Ke Mao Alexander Mols Taijin Tei Ilya Zorin

Citations