Multi Source Price Aggregation

Algorithm

Multi Source Price Aggregation represents a computational process designed to consolidate pricing data from disparate sources within cryptocurrency, options, and derivatives markets. This aggregation aims to establish a more robust and representative price discovery mechanism, mitigating the impact of localized liquidity or manipulation present in individual venues. The core function involves weighting contributions from each source based on factors like volume, order book depth, and exchange credibility, resulting in a unified price feed. Effective implementation requires careful consideration of data latency, synchronization, and outlier detection to ensure accuracy and reliability for downstream trading strategies and risk management systems.