Table of Contents

• Fault Triggers in the TensorFlow Framework: An Experience ReportXiaoting Du, Guanping Xiao, Yulei Sui. 1-12 [doi]
• On failures of RGB cameras and their effects in autonomous driving applicationsFrancesco Secci, Andrea Ceccarelli. 13-24 [doi]
• AV-FUZZER: Finding Safety Violations in Autonomous Driving SystemsGuanpeng Li, Yiran Li, Saurabh Jha, Timothy Tsai, Michael B. Sullivan, Siva Kumar Sastry Hari, Zbigniew Kalbarczyk, Ravishankar K. Iyer. 25-36 [doi]
• LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer LearningRui Chen, Shenglin Zhang, Dongwen Li, Yuzhe Zhang, Fangrui Guo, Weibin Meng, Dan Pei, Yuzhi Zhang, Xu Chen, Yuqing Liu. 37-47 [doi]
• Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian NetworksPing Liu, Haowen Xu, Qianyu Ouyang, Rui Jiao, Zhekang Chen, Shenglin Zhang, Jiahai Yang, Linlin Mo, Jice Zeng, Wenman Xue, Dan Pei. 48-58 [doi]
• How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection MethodYong Yang, Yifan Wu, Karthik Pattabiraman, Long Wang 0003, Ying Li. 59-69 [doi]
• Understanding Merge Conflicts and Resolutions in Git RebasesTao Ji, Liqian Chen, Xin Yi, Xiaoguang Mao. 70-80 [doi]
• AFLTurbo: Speed up Path Discovery for Greybox FuzzingLei Sun, Xumei Li, Haipeng Qu, Xiaoshuai Zhang. 81-91 [doi]
• SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse FaultsXiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu. 92-103 [doi]
• QoS-aware Metamorphic Testing: An Elevation Case StudyJon Ayerdi, Sergio Segura, Aitor Arrieta, Goiuria Sagardui, Maite Arratibel. 104-114 [doi]
• Fault Injection to Generate Failure Data for Failure Prediction: A Case StudyJoão R. Campos, Ernesto Costa. 115-126 [doi]
• Modelling Machine Learning Components for Mapping and Scheduling of AUTOSAR RunnablesMilan Copic, Rainer Leupers, Gerd Ascheid. 127-137 [doi]
• Connecting Software Reliability Growth Models to Software Defect TrackingMaskura Nafreen, Melanie Luperon, Lance Fiondella, Vidhyashree Nagaraju, Ying Shi, Thierry Wandji. 138-147 [doi]
• Probabilistic Symbolic Analysis of Neural NetworksHayes Converse, Antonio Filieri, Divya Gopinath, Corina S. Pasareanu. 148-159 [doi]
• Designing Neural Networks Using Logical SpecsShikhar Singh, Marko Vasic, Sarfraz Khurshid. 160-171 [doi]
• An Exploratory Study of Bugs in Extended Reality Applications on the WebShuqing Li, Yechang Wu, Yi Liu, Dinghua Wang, Ming Wen, Yida Tao, Yulei Sui, Yepang Liu 0001. 172-183 [doi]
• Deep Learning Based Valid Bug Reports Determination and ExplanationJianjun He, Ling Xu, Yuanrui Fan, Zhou Xu 0003, Meng Yan, Yan Lei. 184-194 [doi]
• HINDBR: Heterogeneous Information Network Based Duplicate Bug Report PredictionGuanping Xiao, Xiaoting Du, Yulei Sui, Tao Yue. 195-206 [doi]
• A Reactive Batching Strategy of Apache Kafka for Reliable Stream Processing in Real-timeHan Wu, Zhihao Shang, Guang Peng, Katinka Wolter. 207-217 [doi]
• Dependability Evaluation of Middleware Technology for Large-scale Distributed CachingDomenico Cotroneo, Roberto Natella, Stefano Rosiello. 218-228 [doi]
• Identifying and Prioritizing Chaos Experiments by Using Established Risk Analysis TechniquesDominik Kesim, André van Hoorn, Sebastian Frank, Matthias Häussler. 229-240 [doi]
• Correlating UI Contexts with Sensitive API Calls: Dynamic Semantic Extraction and AnalysisJie Liu 0020, Dongjie He, Diyu Wu, Jingling Xue. 241-252 [doi]
• An Empirical Evaluation of GDPR Compliance Violations in Android mHealth AppsMing Fan, Le Yu, Sen Chen, Hao Zhou, Xiapu Luo, Shuyue Li, Yang Liu, Jun Liu, Ting Liu. 253-264 [doi]
• Exposing Android Event-Based Races by Selective Branch InstrumentationDiyu Wu, Dongjie He, Shiping Chen 0001, Jingling Xue. 265-276 [doi]
• FSCS-SIMD: An efficient implementation of Fixed-Size-Candidate-Set adaptive random testing using SIMD instructionsMuhammad Ashfaq, Rubing Huang, Michael Omari. 277-288 [doi]
• Cost-Effective Testing of a Deep Learning Model through Input ReductionJianyi Zhou, Feng Li, Jinhao Dong, Hongyu Zhang 0002, Dan Hao. 289-300 [doi]
• Investigating the Configurations of an Industrial Path Planner in Terms of Collision AvoidanceXiao-Yi Zhang, Paolo Arcaini, Fuyuki Ishikawa, Kun Liu. 301-312 [doi]
• Detecting Implementation Bugs in Graph Convolutional Network based Node ClassifiersYiwei Wang, Wei Wang, Yujun Cai, Bryan Hooi, Beng Chin Ooi. 313-324 [doi]
• Cross-Project Aging-Related Bug Prediction Based on Joint Distribution Adaptation and Improved Subclass Discriminant AnalysisBin Xu, Dongdong Zhao, Kai Jia, Junwei Zhou, Jing Tian, Jianwen Xiang. 325-334 [doi]
• Locating the Clues of Declining Success Rate of Service CallsGuoping Rong, Hao Wang, Yong You, He Zhang 0001, Jialin Sun, Dong Shao, Yangchen Xu. 335-345 [doi]
• An Empirical Study of Thresholds for Code MeasuresLuigi Lavazza, Sandro Morasca. 346-357 [doi]
• On-board Diagnosis: A First Step from Detection to Prevention of Intrusions on Avionics ApplicationsAliénor Damien, Pierre-François Gimenez, Nathalie Feyt, Vincent Nicomette, Mohamed Kaâniche, Eric Alata. 358-368 [doi]
• Evaluation of RESTful frameworks under soft errorsFrederico Cerveira, Rui André Oliveira, Raul Barbosa, Henrique Madeira. 369-379 [doi]
• SACC - A property driven approach to expose undesired behaviors among system's componentsKaushik Madala, Ke Ye Hang, Hyunsook Do, Bastian Tenbergen. 380-390 [doi]
• Fault Localization for Declarative Models in AlloyKaiyuan Wang, Allison Sullivan, Darko Marinov, Sarfraz Khurshid. 391-402 [doi]
• Understanding Reproducibility and Characteristics of Flaky Tests Through Test Reruns in Java ProjectsWing Lam, Stefan Winter 0001, Angello Astorga, Victoria Stodden, Darko Marinov. 403-413 [doi]
• Model-Driven Fault Injection in Java Source CodeElder Rodrigues Jr., Leonardo Montecchi, Andrea Ceccarelli. 414-425 [doi]
• TensorFI: A Flexible Fault Injection Framework for TensorFlow ApplicationsZitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben. 426-435 [doi]