Ride-Hailing GPS Location Ingestion Pipeline in Go
Prerequisite: Before reading this part, review the Executive Summary. GPS Ingestion at Scale: gRPC Streaming, MQTT & Kalman Filter Answer-first: High-throughput location ingestion processes over 1 million GPS updates per second by using binary gRPC streams or MQTT over persistent TCP/QUIC connections. Devices run Kalman filters and dead-reckoning interpolation to clean telemetry noise before publishing updates to Apache Kafka and Redis. Architecting this pipeline enforces sub-50ms P99 latency guarantees, OpenTelemetry GenAI semantic conventions, and 2026 Model Context Protocol ttlMs cache. ...