Computational Onboard Data Management for Heterogeneous Autonomous Vehicle Streams
AVS is a system designed to manage massive, diverse data from autonomous vehicles by combining computation with hierarchical storage. It handles high-rate streams like LiDAR and video through modality-aware compression and tiering data between fast SSDs for immediate access and slower HDDs for long-term archiving. This balances real-time ingestion with efficient, flexible querying.