Title
Real-time Stream-based Monitoring.
Abstract
We introduce RTLola, a new stream-based specification language for the description of real-time properties of reactive systems. The key feature is the integration of sliding windows over real-time intervals with aggregation functions into the language. Using sliding windows we can detach fixed-rate output streams from the varying rate input streams. We provide an efficient evaluation algorithm of the sliding windows by partitioning the windows into intervals according to a given monitor frequency. For useful aggregation functions, the intervals allow a more efficient way to compute the aggregation value by dynamically reusing interval summaries. In general, the number of input values within a single window instance can grow arbitrarily large disallowing any guarantees on the expected memory consumption. Assuming a fixed monitor output rate, we can provide memory guarantees which can be computed a-priori. Additionally, for specifications using certain classes of aggregation functions, we can perform a more precise, better memory analysis. We demonstrate the applicability of the new language on practical examples.
Year
Venue
DocType
2017
CoRR
Journal
Volume
Citations 
PageRank 
abs/1711.03829
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Peter Faymonville1253.28
Bernd Finkbeiner266669.95
Maximilian Schwenger302.03
Hazem Torfah4195.06