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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
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