Understanding and improving regression test selection in continuous integration

A Shi, P Zhao, D Marinov - 2019 IEEE 30th International …, 2019 - ieeexplore.ieee.org
… We start with GIB [2], a module-level RTS tool, and Ekstazi [15], a class-level RTS tool. We
… An extensive study of static regression test selection in modern software evolution. In FSE, …

Predictive test selection

M Machalica, A Samylkin, M Porth… - 2019 IEEE/ACM 41st …, 2019 - ieeexplore.ieee.org
… One can envision a strategy based on static analysis of the … at test selection as a problem
of learning a classifier, which, given a code change and a test, says how likely is it that the test

Learning-to-rank vs ranking-to-learn: Strategies for regression testing in continuous integration

A Bertolino, A Guerriero, B Miranda… - Proceedings of the …, 2020 - dl.acm.org
… ]: in contrast, static approaches use program analysis to identify … , this work adopts a static
approach to test selection at class-… to blackbox prioritization starting from test cases and failure …

Differential regression testing for REST APIs

P Godefroid, D Lehmann, M Polishchuk - … Software Testing and Analysis, 2020 - dl.acm.org
… To start with, we compare the first sequence of requests in the first network log with the
first … RESTler [12] is a recent tool that performs a lightweight static analysis of a Swagger …

Know you neighbor: Fast static prediction of test flakiness

R Verdecchia, E Cruciani, B Miranda… - IEEE Access, 2021 - ieeexplore.ieee.org
tests plague regression testing in Continuous Integration environments by slowing down
change releases and wasting testing … dently say that FLAST opens a novel interesting avenue …

A survey on regression test-case prioritization

Y Lou, J Chen, L Zhang, D Hao - Advances in Computers, 2019 - Elsevier
… areas, both test-suite reduction and regression test selection … These two pieces of work
witness the beginning of test-case … [170] presented a static analysis approach to prioritizing test

Relation-based test case prioritization for regression testing

J Chi, Y Qu, Q Zheng, Z Yang, W Jin, D Cui… - Journal of Systems and …, 2020 - Elsevier
… considers both vertices and paths along the edges while static structure coverage only
considers vertices. … Before starting our experiments we use unit testing to eliminate buggy …

[HTML][HTML] On the search for industry-relevant regression testing research

NB Ali, E Engström, M Taromirad, MR Mousavi… - Empirical Software …, 2019 - Springer
… of the literature reviews comprising the starting set for search in … the effectiveness of a
regression test selection technique in … , first, several static and dynamic approaches exist to link …

[图书][B] Regression diagnostics: An introduction

J Fox - 2019 - books.google.com
… I’ve learned a great deal about regression analysis and related topics in statistics, and some
of … Like an ordinary start, γ for the Hawkins–Weisberg family can be selected arbitrarily, or it …

[HTML][HTML] Time series extrinsic regression: Predicting numeric values from time series data

CW Tan, C Bergmeir, F Petitjean, GI Webb - Data Mining and Knowledge …, 2021 - Springer
… We start by introducing the first TSER benchmarking archive, which we have assembled …
Traditionally in ML, the features used for regression are static and have no relation to time. For …