mlsanityData to 14 Oct 2026

Leveraging Static Analysis: An IDE for RTLola

arXiv 2311.08096 ↗First posted 14 Nov 2023cs.PL cs.LOcited by 2

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Abstract (arXiv)

Runtime monitoring is an essential part of guaranteeing the safety of cyber-physical systems. Recently, runtime monitoring frameworks based on formal specification languages gained momentum. These languages provide valuable abstractions for specifying the behavior of a system. Yet, writing specifications remains challenging as, among other things, the specifier has to keep track of the timing behavior of streams. This paper presents the RTLola Playground, a browser-based development environment for the stream-based runtime monitoring framework RTLola. It features new methods to explore the static analysis results of RTLola, leveraging the advantages of such a formal language to support the developer in writing and understanding specifications. Specifications are executed locally in the browser, plotting the resulting stream values, allowing for intuitive testing. Step-wise execution based on user-provided system traces enables the debugging of identified errors.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 14 Nov 2023.

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.