3 papers
cs.DB2026
Reconstructing OPC UA Address Spaces from Time-Series Databases
Lukas Lürzer, Hannes Unger, Stefan Huber
OPC UA has become the dominant open protocol in operational technology. Time-series databases routinely archive OPC UA telemetry but discard the semantic metadata (node hierarchy,…
cs.LG2025
Embedding the MLOps Lifecycle into OT Reference Models
Simon Schindler, Christoph Binder, Lukas Lürzer +1
Machine Learning Operations (MLOps) practices are increas- ingly adopted in industrial settings, yet their integration with Opera- tional Technology (OT) systems presents significa…
cs.CG2025
Topology-driven identification of repetitions in multi-variate time series
Simon Schindler, Elias Steffen Reich, Saverio Messineo +2
Many multi-variate time series obtained in the natural sciences and engineering possess a repetitive behavior, as for instance state-space trajectories of industrial machines in di…