A Market Data Pipeline is a systematic infrastructure designed for the acquisition, normalization, processing, and distribution of real-time and historical market information. It serves as the foundational data layer for trading systems, analytical platforms, and risk management modules in digital asset markets.
Mechanism
Data is continuously ingested from various sources, including centralized exchanges, decentralized exchanges, and oracle networks, via high-speed APIs or dedicated feeds. It undergoes rigorous validation, transformation, and aggregation to ensure accuracy, consistency, and a unified format. The processed data is then stored and made accessible to consuming applications.
Methodology
Building a robust market data pipeline necessitates high-throughput data acquisition capabilities, low-latency processing, and resilient storage architectures. The design prioritizes data integrity, timely delivery, and scalability to handle surges in market activity. This foundational layer is essential for informed decision-making and the reliable execution of automated trading strategies in crypto markets.
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