6 papers
Chance-constrained selection of sequential intervention strategies from counterfactual estimates
Minkyoung Kim, Beakcheol Jang
Many operational decisions are sequences of interventions under a cumulative resource limit, such as a maintenance schedule within a crew-hour budget. Choosing among them calls for…
Pacing Types for Asynchronous Stream Equations
Florian Kohn, Arthur Correnson, Jan Baumeister +1
Stream-based monitoring is a runtime verification approach where a monitor aggregates streams of input data from sensors and other sources to give real-time statistics and assessme…
Type-safe Monitoring of Parameterized Streams
Jan Baumeister, Bernd Finkbeiner, Florian Kohn
Stream-based monitoring is a real-time safety assurance mechanism for complex cyber-physical systems such as unmanned aerial vehicles. The monitor aggregates streams of input data…
Cutting Corners on Uncertainty: Zonotope Abstractions for Stream-based Runtime Monitoring
Bernd Finkbeiner, Martin Fränzle, Martin Fränzle +3
Stream-based monitoring assesses the health of safety-critical systems by transforming input streams of sensor measurements into output streams that determine a verdict. These inpu…
Pacing Types: Safe Monitoring of Asynchronous Streams
Florian Kohn, Arthur Correnson, Jan Baumeister +1
Stream-based monitoring is a real-time safety assurance mechanism for complex cyber-physical systems such as unmanned aerial vehicles. In this context, a monitor aggregates streams…
A Tutorial on Stream-based Monitoring
Jan Baumeister, Bernd Finkbeiner, Florian Kohn +1
Stream-based runtime monitoring frameworks are safety assurance tools that check the runtime behavior of a system against a formal specification. This tutorial provides a hands-on…