Machine Learning-based Test Case Prioritization using Hyperparameter Optimization (AST 2024)

Who

Md Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Qasim Tauseef, Gkerta Seferi

Track

AST 2024

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When

Tue 16 Apr 2024 11:00 - 11:20 at Amália Rodrigues - Session 4: AI-based testing Chair(s): Mahshid Helali Moghadam

Md Asif Khan

Ontario Tech University

Canada

Akramul Azim

Ontario Tech University

Canada

Ramiro Liscano

Ontario Tech University

Canada

Kevin Smith

International Business Machines Corporation (IBM)

United Kingdom

Yee-Kang Chang

International Business Machines Corporation (IBM)

Canada

Qasim Tauseef

International Business Machines Corporation (IBM)

United Kingdom

Gkerta Seferi

International Business Machines Corporation (IBM)

United Kingdom

Time Zone

The program is currently displayed in (GMT+01:00) Lisbon.

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Session Program

Tue 16 Apr
Displayed time zone: Lisbon change

11:00 - 12:30	Session 4: AI-based testingAST 2024 at Amália Rodrigues Chair(s): Mahshid Helali Moghadam Scania R&D

11:00 20m Full-paper		Machine Learning-based Test Case Prioritization using Hyperparameter Optimization AST 2024 Md Asif Khan Ontario Tech University, Akramul Azim Ontario Tech University, Ramiro Liscano Ontario Tech University, Kevin Smith International Business Machines Corporation (IBM), Yee-Kang Chang International Business Machines Corporation (IBM), Qasim Tauseef International Business Machines Corporation (IBM), Gkerta Seferi International Business Machines Corporation (IBM)
11:20 20m Full-paper		Testing for Fault Diversity in Reinforcement Learning AST 2024 Quentin Mazouni Simula Research Laboratory, Helge Spieker Simula Research Laboratory, Norway, Arnaud Gotlieb Simula Research Laboratory, Mathieu Acher University of Rennes, France / Inria, France / CNRS, France / IRISA, France
11:40 20m Full-paper		FairPipes: Data Mutation Pipelines for Machine Learning Fairness AST 2024 Camille Molinier ESIR, University of Rennes, Paul Temple IRISA, Gilles Perrouin Fonds de la Recherche Scientifique - FNRS & University of Namur
12:00 10m Poster		Reducing Workload in Using AI-based API REST Test Generation AST 2024 Benjamin Leu University of Applied Sciences and Arts Northwestern Switzerland, Jonas Volken University of Applied Sciences and Arts Northwestern Switzerland, Martin Kropp University of Applied Sciences and Arts Northwestern Switzerland, Nejdet Dogru Testifi GmbH, Craig Anslow Victoria University of Wellington, Robert Biddle Carleton University
12:10 15m Short-paper		Identifying Performance Issues in Microservice Architectures through Causal Reasoning AST 2024 Luca Giamattei Università di Napoli Federico II, Antonio Guerriero Università di Napoli Federico II, Ivano Malavolta Vrije Universiteit Amsterdam, Cristian Mascia University of Naples Federico II, Roberto Pietrantuono Università di Napoli Federico II, Stefano Russo Università di Napoli Federico II