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This book discusses various aspects, challenges, and solutions for developing systems-of-systems for situation awareness, using applications in the domain of maritime safety and security. Topics include advanced, multi-objective visualization methods for situation awareness, stochastic outlier selection, rule-based anomaly detection, an ontology-based event model for semantic reasoning, new methods for semi-automatic generation of adapters bridging communication gaps, security policies for systems-of-systems, trust assessment, and methods to deal with the dynamics of systems-of-systems in run-time monitoring, testing, and diagnosis. Architectural considerations for designing information-centric systems-of-systems such as situation awareness systems, and an integrated demonstrator implementing many of the investigated aspects, complete the book.
List of contents
Part I General.- Introduction: Situation Awareness, Systems of Systems, and Maritime Safety and Security.- Improving Situation Awareness in the Maritime Domain.- On the Architecture of Systems for Situation Awareness.- The POSEIDON Demonstrator.- Part II Situation Awareness.- Visualization of Vessel Traffic.- Extending Track Analysis from Animals in the Lab to Moving Objects Anywhere.- Recognizing Vessel Movements from Historical Data.- Density-Based Anomaly Detection in the Maritime Domain.- Analyzing Vessel Behavior using Process Mining.- The Simple Event Model.- Part III Systems of Systems.- Specification and Generation of Adapters for System Integration.- The POLIPO Security Framework.- Assessing Trust for Determining the Reliability of Information.- Online Fault Localization and Health Monitoring for Software Systems.- Prioritizing Tests for Fault Localization.- POSEIDON Project Partners.- POSEIDON Publications.
Summary
This book discusses various aspects, challenges, and solutions for developing systems-of-systems for situation awareness, using applications in the domain of maritime safety and security. Topics include advanced, multi-objective visualization methods for situation awareness, stochastic outlier selection, rule-based anomaly detection, an ontology-based event model for semantic reasoning, new methods for semi-automatic generation of adapters bridging communication gaps, security policies for systems-of-systems, trust assessment, and methods to deal with the dynamics of systems-of-systems in run-time monitoring, testing, and diagnosis. Architectural considerations for designing information-centric systems-of-systems such as situation awareness systems, and an integrated demonstrator implementing many of the investigated aspects, complete the book.
