AI-based tracking of critical performance indicators such as function call response times, function call frequency, call flow sequences, resource requirements and memory allocations to uncover:
Auto Detect enables proactive resolution of failures by identifying trends of software behavior and anomalies before they cause system downtime or errors. Ongoing, on the road detection of errors rising from:
Clear and comprehensive root cause analysis into which specific
lines of code are causing software errors and which software
functions are creating system-wide communication mismatches.
Machine learning based
ECU SW drifting catcher
ECU SW deviation catcher
ECU SW downtime probability alert
Less than 3% ECU overhead
Cloud-based management and reporting
Using AI to detect deviations from the expected software behavior, Aurora Labs’ Auto Detect creates new data sets including the effects on dependent and interrelated software throughout the system, adding another layer of software anomaly detection.
Aurora Labs’ Software Intelligence technology is built to analyze vehicle software down to the line of code resolution and continuously monitor behavioral trends to predict errors before they occur.
ASIL-D certification requires there be no unused code in the vehicle. However, code often comes from multiple software sources and can include legacy car software, open source and third party bundles – complexities that create obstacles for developers to track every piece of code.