5 citations · 11 across the 11 of their papers we have counts for
14 papers
FairMon: A Tool for Monitoring and Visualizing Algorithmic Fairness
Jan Baumeister, Bernd Finkbeiner, Vladimir Krsmanovic +3
Runtime monitoring has recently been proposed as a rigorous method for analyzing algorithmic fairness of autonomous decision systems used in critical scenarios such as credit lendi…
Two Ways to See the Future: Combining Prediction and Future-Offset Accesses in RTLola
Jan Baumeister, Bernd Finkbeiner, Eduard Müller +2
RTLola is a stream-based specification language designed for asynchronous real-time systems. While many temporal specifications naturally refer to future behavior, RTLola currently…
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…
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…
Active Monitoring with RTLola: A Specification-Guided Scheduling Approach
Jan Baumeister, Bernd Finkbeiner, Frederik Scheerer
Stream-based monitoring is a well-established runtime verification approach which relates input streams, representing sensor readings from the monitored system, with output streams…
An Intermediate Program Representation for Optimizing Stream-Based Languages
Jan Baumeister, Arthur Correnson, Bernd Finkbeiner +1
Stream-based runtime monitors are safety assurance tools that check at runtime whether the system's behavior satisfies a formal specification. Specifications consist of stream equa…
Stream-Based Monitoring of Algorithmic Fairness
Jan Baumeister, Bernd Finkbeiner, Frederik Scheerer +2
Automatic decision and prediction systems are increasingly deployed in applications where they significantly impact the livelihood of people, such as for predicting the creditworth…
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…
Monitoring Unmanned Aircraft: Specification, Integration, and Lessons-learned
Jan Baumeister, Bernd Finkbeiner, Florian Kohn +4
This paper reports on the integration of runtime monitoring into fully-electric aircraft designed by Volocopter, a German aircraft manufacturer of electric multi-rotor helicopters.…
Real-time Visualization of Stream-based Monitoring Data
Jan Baumeister, Bernd Finkbeiner, Stefan Gumhold +1
Stream-based runtime monitors are used in safety-critical applications such as Unmanned Aerial Systems (UAS) to compute comprehensive statistics and logical assessments of system h…
A Temporal Logic for Asynchronous Hyperproperties
Jan Baumeister, Norine Coenen, Borzoo Bonakdarpour +2
Hyperproperties are properties of computational systems that require more than one trace to evaluate, e.g., many information-flow security and concurrency requirements. Where a tra…
Automatic Optimizations for Stream-based Monitoring Languages
Jan Baumeister, Bernd Finkbeiner, Matthis Kruse +1
Runtime monitors that are specified in a stream-based monitoring language tend to be easier to understand, maintain, and reuse than those written in a standard programming language…
RTLola Cleared for Take-Off: Monitoring Autonomous Aircraft
Jan Baumeister, Bernd Finkbeiner, Sebastian Schirmer +2
The autonomous control of unmanned aircraft is a highly safety-critical domain with great economic potential in a wide range of application areas, including logistics, agriculture,…