Efficient Storage & Streaming for Robotics and Industrial IoT
What you'll learn:
- Challenges in handling petabytes of robotics and IIoT data
- Why traditional databases fail for time-indexed blob data with metadata labels
- How ReductStore compares to InfluxDB, TimescaleDB, MongoDB, and MinIO
- Key features for edge-first, cloud-smart storage:
- Real-time FIFO quota system to prevent disk overflow
- Metadata labeling and filtering for selective cloud sync
- Optimized for poor connectivity and high-latency environments
Key Insights:
- Performance benchmarks:
- 1604% faster writes (1MB records) vs. TimescaleDB
- 291% faster reads (1MB blobs) vs. MinIO
- Cost savings:
- Save $273,000 per year vs. TimescaleDB
