Scaling Robot Intelligence: Navigating the High-Frequency Data Deluge

As autonomous systems generate terabytes of sensor data hourly, traditional databases are proving insufficient for the unique demands of robotics. Implementing specialized time-series object stores and edge-to-cloud strategies is becoming a critical requirement for maintaining real-time performance while controlling infrastructure costs.