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Innovative Approaches in Behavioral Model Inference and Dynamic Analysis at University of Milano-Bicocca

Leonardo Mariani, a researcher at the Laboratory of Test and Analysis (LTA) at the University of Milano-Bicocca, focuses on advanced inference of behavioral models and dynamic analysis techniques. His ongoing research explores the integration of static and dynamic analysis for precise behavioral modeling, as well as failure analysis methodologies. Mariani aims to enhance the validation of evolving systems and improve failure healing strategies through prioritized test cases. His significant contributions include works presented at various prestigious conferences in software engineering.

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Innovative Approaches in Behavioral Model Inference and Dynamic Analysis at University of Milano-Bicocca

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  1. Leonardo Mariani • Researcher at • LTA – Laboratory of Test and Analysis • University of Milano Bicocca • http://www.lta.disco.unimib.it/leonardo.mariani • Main research interests • Inference of behavioral models • Dynamic analysis • Failure analysis • Healing • Testing

  2. Inference of Behavioral Models TRACES Ongoing/Future Work derive precise behavioral models by combining static and dynamic analysis steering [Lo, Mariani, Pezzè, FSE, 2009] gkTail [Lorenzoli, Mariani, Pezzè, ICSE, 2008] kLFA [Mariani, Pastore, ISSRE, 2008]

  3. Failure Analysis Log Files/ Traces Test Cases Ongoing/Future Work - validate evolving systems by combining static and dynamic analysis - augment failure analysis with healing Failed execution Behavioral Models Test Case Prioritization for COTS-based SW Failure Analysis Failure causes Prioritized Test Cases [Mariani, Pezzè, IEEESW, 2007] [Mariani, Pastore, ISSRE, 2008] [Babenko, Mariani, Pastore, ISSTA, 2009] [Papagiannakis, Mariani, Pezzè, ICSE, 2007]

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