AI Architecture › L2 · Data Fabric
L2 · Data Fabric
L2 · Data Fabric
60+ port telemetry, signal validation, feature engineering, the archive, feature store, and vector DB.
What this layer does
60+ port telemetry, signal validation, feature engineering, the archive, feature store, and vector DB. Every page in this section is part of the same control stack — click any card to go deeper, or return to the Master Blueprint to see how it connects.
Explore this layer
ADC Quantization & Dynamic RangeAI-Ready Structured FeaturesBackpressure & Flow ControlBreeder Equilibrium TelemetryBurner Plug & Potential TelemetryCalibration & Drift TrackingCore Pressure MapCross-Machine Data FabricCryo-Rated Vacuum FeedthroughsDEC Train TelemetryData LineageData-Quality ScoringDead-Sensor Masking & ImputationDiagnostic & Shot EmbeddingsDivertor & Expander TelemetryDocument & Schema RegistryEdge PreprocessingElectron Cyclotron EmissionEntropy Budget per DiagnosticFast-Ion TrackersFeature Engineering OverviewFlux LoopsFlux-Coordinate NormalizationFuel-Cycle Isotope TelemetryHigh-Fidelity Time-Series RetentionHigh-Frequency Noise FilteringICE-Piston Preload TelemetryInformation Theory of the PipelineInstantaneous Q-ValueInterferometryL2 Data Fabric OverviewLossless & Bounded-Loss CompressionMagnet Strain DeltasMetadata GovernanceMirnov CoilsMulti-Modal Sensor FusionMutual-Information Sensor SelectionNeutron Fluence MappingNeutron Flux DiagnosticsOnline/Offline Feature ParityPrecision TimestampingProvenance Audit TrailQuench & Disruption Precursor FeaturesREBCO Strain GaugesSignal Conditioning Front EndSignal Validation OverviewSpatial NormalizationSub-Microsecond SamplingTelemetry Schema VersioningThe 60+ Port Analog Telemetry PipelineThe Diagnostics ConstellationThe Low-Latency Feature StoreThe Petabyte Telemetry ArchiveThe RAG-Ready Vector DatabaseThe Shot DatabaseThomson ScatteringTiming Synchronization Across PortsVessel & Structural-Health Telemetry