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20232026
most citedA Tutorial on Stream-based Monitoring

4 citations · 5 across the 9 of their papers we have counts for

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5 papers · 1 filter

cs.RO2026

Predictive Zonotope Reduction: Precise Runtime Monitoring under Uncertainty

Vladimir Krsmanovic, Florian Kohn, Bernd Finkbeiner +1

Robots operating in physical environments make control decisions based on uncertain sensor measurements, which can lead to unsafe or suboptimal actions. Runtime monitors that check…

cs.PL2026

Stream-based Online and Offline Monitoring under Measurement Noise

Bernd Finkbeiner, Martin Fränzle, Florian Kohn +1

Stream-based monitoring is a runtime verification approach for cyber-physical systems that translates streams of input data, such as sensor readings, into streams of aggregate stat…

cs.PL2026

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…

cs.SE2026

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…

cs.PL2026

Cutting Corners on Uncertainty: Zonotope Abstractions for Stream-based Runtime Monitoring

Bernd Finkbeiner, Martin Fränzle, Florian Kohn +1

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…