DeepTest 2021
Tue 1 Jun 2021
co-located with ICSE 2021

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Tue 1 Jun

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10:00 - 12:00
Session 1deeptest2021 at DeepTest Room
Chair(s): Gunel Jahangirova USI Lugano, Switzerland, Andrea Stocco Università della Svizzera italiana (USI)
10:00
60m
Keynote
Problem Solving Combining Data Science and Web Knowledge
deeptest2021
Amir Ronen SparkBeyond
11:00
20m
Full-paper
A Review and Refinement of Surprise Adequacy
deeptest2021
Michael Weiss Università della Svizzera Italiana (USI), Rwiddhi Chakraborty USI Lugano, Switzerland, Paolo Tonella USI Lugano, Switzerland
Pre-print
11:20
10m
Full-paper
Deep Learning-Based Prediction of Test Input Validity for RESTful APIs
deeptest2021
Agatino Giuliano Mirabella Universidad de Sevilla, Alberto Martin-Lopez Universidad de Sevilla, Sergio Segura Universidad de Sevilla, Luis Valencia-Cabrera Universidad de Sevilla, Antonio Ruiz-Cortés University of Seville
11:30
20m
Live Q&A
Open Discussion & Q/A
deeptest2021

13:00 - 15:00
Session 2deeptest2021 at DeepTest Room
Chair(s): Vincenzo Riccio USI Lugano, Switzerland
13:00
60m
Keynote
Testing Facebook's WW Simulation System, a Cyber-Cyber Digital Twin of the Facebook WWW Platform
deeptest2021
Mark Harman Facebook, Inc., Natalija Gucevska Facebook
14:00
20m
Short-paper
TF-DM: Tool for Studying ML Model Resilience to Data Faults
deeptest2021
Niranjhana Narayanan The University of British Columbia, Karthik Pattabiraman University of British Columbia
14:20
20m
Full-paper
Machine Learning Model Drift Detection Via Weak Data Slices
deeptest2021
Orna Raz IBM Research, Samuel Ackerman IBM Corporation, Israel, Parijat Dube IBM, USA, Eitan Farchi IBM Haifa Research Lab, Marcel Zalmanovici
14:40
20m
Live Q&A
Open Discussion & Q/A
deeptest2021

15:15 - 17:00
Session 3deeptest2021 at DeepTest Room
Chair(s): Onn Shehory Bar Ilan University
15:15
60m
Talk
Panel
deeptest2021
Rix Groenboom Parasoft, Ofir Pele Western Digital, Orna Raz IBM Research