Poster: Is Euclidean Distance the best Distance Measurement for Adaptive Random Testing? (ICST 2020 - Posters Track)

Who

Rubing Huang, Chenhui Cui, Weifeng Sun, Dave Towey

Track

ICST 2020 Posters Track

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When

Sun 25 Oct 2020 15:12 - 15:24 at Infante - Teasers Chair(s): Jacques Klein, David Lo
Mon 26 Oct 2020 02:12 - 02:24 at Infante - Teasers Chair(s): Jacques Klein, David Lo

Abstract

Adaptive random testing (ART) aims at enhancing the testing effectiveness of random testing (RT) by more evenly spreading test cases over the input domain. Many ART methods have been proposed, based on various, different notions. For example, distance-based ART (DART) makes use of the concept of distance to implement ART, attempting to generate new test cases that are far away from previously executed ones. The Euclidean distance has been a popular choice of distance metric, used in DART to evaluate the differences between test cases. However, is the Euclidean distance the most suitable choice for DART? To answer this question, we conducted a series of simulations to investigate the impact that the Euclidean distance, and its many variations, has on the testing effectiveness of DART. The results show that when the dimensionality of the input domain is low, the Euclidean distance may indeed be a good choice. However, when the dimensionality is high, it appears to be less suitable.

Link to Publication

https://doi.org/10.1109/ICST46399.2020.00049

DOI

https://doi.org/10.1109/ICST46399.2020.00049

Rubing Huang

Jiangsu University

China

Chenhui Cui

Jiangsu University

China

Weifeng Sun

Jiangsu University

China

Dave Towey

University of Nottingham Ningbo China

China

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Session Program

Sun 25 Oct
Displayed time zone: Lisbon change

15:00 - 16:00	TeasersPosters Track at Infante +11h Chair(s): Jacques Klein University of Luxembourg, Luxembourg, David Lo Singapore Management University

15:00 12m Talk		Poster: Agent-based Testing of Extended Reality Systems Posters Track Rui Prada Universidade de Lisboa, Wishnu Prasetya Utrecht University, Fitsum Kifetew Fondazione Bruno Kessler, Frank Dignum Umea University, Tanja E. J. Vos Universitat Politècnica de València, Jason Lander Gameware, Jean-Yves Donnart Thales AVS, Alexandre Kazmierowski Thales SIX GTS, Joseph Davidson Good AI, Pedro Fernandes Universidade de Lisboa Link to publication DOI
15:12 12m Talk		Poster: Is Euclidean Distance the best Distance Measurement for Adaptive Random Testing? Posters Track Rubing Huang Jiangsu University, Chenhui Cui Jiangsu University, Weifeng Sun Jiangsu University, Dave Towey University of Nottingham Ningbo China Link to publication DOI
15:24 12m Talk		Poster: Performance Testing Driven by Reinforcement Learning Posters Track Mahshid Helali Moghadam RISE Research Institutes of Sweden , Mehrdad Saadatmand RISE Research Institutes of Sweden, Markus Borg RISE Research Institutes of Sweden, Markus Bohlin RISE Research Institutes of Sweden, Björn Lisper Mälardalen University Link to publication DOI
15:36 12m Talk		Poster: SONAR Testing - Novel Testing Approach Based on Operation Recording and Visualization Posters Track Hiroyuki Kirinuki NTT, Toshiyuki Kurabayashi NTT, Haruto Tanno NTT, Ippei Kumagawa NTT Data Link to publication DOI
15:48 12m Talk		Poster: Test Case Prioritization Using Error Propagation Probability Posters Track Jeonghyun Joo Korea Air Force Academy, Seunghoon Yoo Korea Air Force Academy, Myunghwan Park Korea Air Force Academy Link to publication DOI

Mon 26 Oct
Displayed time zone: Lisbon change

02:00 - 03:00	TeasersPosters Track at Infante Chair(s): Jacques Klein University of Luxembourg, Luxembourg, David Lo Singapore Management University

02:00 12m Talk		Poster: Agent-based Testing of Extended Reality Systems Posters Track Rui Prada Universidade de Lisboa, Wishnu Prasetya Utrecht University, Fitsum Kifetew Fondazione Bruno Kessler, Frank Dignum Umea University, Tanja E. J. Vos Universitat Politècnica de València, Jason Lander Gameware, Jean-Yves Donnart Thales AVS, Alexandre Kazmierowski Thales SIX GTS, Joseph Davidson Good AI, Pedro Fernandes Universidade de Lisboa Link to publication DOI
02:12 12m Talk		Poster: Is Euclidean Distance the best Distance Measurement for Adaptive Random Testing? Posters Track Rubing Huang Jiangsu University, Chenhui Cui Jiangsu University, Weifeng Sun Jiangsu University, Dave Towey University of Nottingham Ningbo China Link to publication DOI
02:24 12m Talk		Poster: Performance Testing Driven by Reinforcement Learning Posters Track Mahshid Helali Moghadam RISE Research Institutes of Sweden , Mehrdad Saadatmand RISE Research Institutes of Sweden, Markus Borg RISE Research Institutes of Sweden, Markus Bohlin RISE Research Institutes of Sweden, Björn Lisper Mälardalen University Link to publication DOI
02:36 12m Talk		Poster: SONAR Testing - Novel Testing Approach Based on Operation Recording and Visualization Posters Track Hiroyuki Kirinuki NTT, Toshiyuki Kurabayashi NTT, Haruto Tanno NTT, Ippei Kumagawa NTT Data Link to publication DOI
02:48 12m Talk		Poster: Test Case Prioritization Using Error Propagation Probability Posters Track Jeonghyun Joo Korea Air Force Academy, Seunghoon Yoo Korea Air Force Academy, Myunghwan Park Korea Air Force Academy Link to publication DOI