Bandwidth-Optimized State Streaming Over High-Latency Cellular Networks
Bit-level differential encoding, run-length compression, and time-series deadband thresholds reduce SIM cellular data costs by up to 92% across global fleets.
Adaptive Sampling Deadbands
State variables within stable deadbands are not transmitted; the cloud twin uses local spline extrapolation to fill state gaps accurately.
- 88% reduction in cellular payload bytes per vehicle.
- Dynamic deadband tuning based on vehicle driving dynamics.
- Lossless reconstruction of safety-critical fault codes.
- Native support for CBOR, Protobuf, and Parquet serialization.
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