Following problem analysis and proposing optimal solutions, we proceed with the system design and implementation of crucial system components for the Historical Trading Data Service

Building historical trading data faces problems from the unreliability of crypto API endpoints, especially WebSockets. This hinders the retrieval of accurate high-frequency data, like pricing information. Our mission is to calculate a precise rolling 5-minute VWAP by ticker, correcting historical data for trade errors and ensuring accuracy