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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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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.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…

cs.PL2025

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…

cs.PL2023

Leveraging Static Analysis: An IDE for RTLola

Bernd Finkbeiner, Florian Kohn, Malte Schledjewski

Runtime monitoring is an essential part of guaranteeing the safety of cyber-physical systems. Recently, runtime monitoring frameworks based on formal specification languages gained…