Data Cleaning Infrastructure

Architecture

Data cleaning infrastructure acts as the foundational layer for high-frequency crypto derivative trading platforms by integrating disparate market data feeds into a unified schema. It enforces standardization across heterogeneous exchange protocols, ensuring that order book depth and trade execution telemetry remain consistent. Robust design patterns minimize ingestion latency while maintaining the integrity of time-series datasets necessary for quantitative modeling.