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Verification of Data-Aware Processes via Satisfiability Modulo Theories
Details
This book is a revised version of the PhD dissertation written by the author at the Free University of Bozen-Bolzano in Italy.
It presents a new approach to safety verification of a particular class of infinite-state systems, called Data-Aware Processes (DAPs). To do so, the developed technical machinery requires to devise novel results for uniform interpolation and its combination in the context of automated reasoning. These results are then applied to the analysis of concrete business processes enriched with real data.
In 2022, the PhD dissertation won the BPM Dissertation Award, granted to outstanding PhD theses in the field of Business Process Management.
Received the BPM 2022 Dissertation award for an outstanding thesis in the field of business process management Applies principles, methods and techniques from automated reasoning to business processes Investigates symbolic reasoning approaches to control the execution and interplay of data and processes
Inhalt
Introduction.- 1.1 Overview.- 1.1.1 Finite-State Model Checking.- 1.1.2 Verification of Data-Aware Processes.- 1.1.3 Infinite-state Model Checking: from Parameterized Systems to SMT Verification.- 1.1.4 Main Goal of the Book.- 1.2 Related Literature.- 1.2.1 Formal Models for Data-Aware (Business) Processes.- 1.2.2 Verification of Data-Aware Processes.- 1.2.3 Model Checking for Infinite-State Systems using SMT-based Techniques.- 1.3 Contributions of the Book.- 1.3.1 Contributions of the First Part.- 1.3.2 Contributions of the Second Part.- 1.3.3 Contributions of the Third Part.- Part I Foundations of SMT-based Safety Verification of Artifact Systems.- 2 Preliminaries from Model Theory and Logic.- 3 Array-Based Artifact Systems: General Framework.- 4 Safety Verification of Artifact Systems.- 5 Decidability Results via Termination of the Verification Machinery.- 6. Preliminaries For (Uniform) Interpolation.- 7 Uniform Interpolation for Database Theories.- 8 Combination of Uniform Interpolants for DAPs Verification.- 9 MCMT: a Concrete Model Checker for DAPs.- 10 Business Process Management and Petri Nets: Preliminaries.- 11 DABs: a Theoretical Framework for Data-Aware BPMN.- 12 delta-BPMN: the operational and implemented counterpart of DABs.- 13 Catalog Object-Aware Nets.- 14 Conclusions.- References.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783031427459
- Herausgeber Springer Nature Switzerland
- Anzahl Seiten 348
- Lesemotiv Verstehen
- Genre Software
- Auflage 1st edition 2023
- Sprache Englisch
- Gewicht 528g
- Untertitel Lecture Notes in Business Information Processing 470
- Autor Alessandro Gianola
- Größe H235mm x B155mm x T19mm
- Jahr 2023
- EAN 9783031427459
- Format Kartonierter Einband
- ISBN 3031427459
- Veröffentlichung 30.10.2023
- Titel Verification of Data-Aware Processes via Satisfiability Modulo Theories