An improved join algorithm called MINER was developed to speed up data integration and online aggregation processes. It uses multiple indexes to connect different data sources quickly and efficiently. Previously, MINER was only able to join data in a chain-like manner, but now it can handle more complex snowflake joins with multiple attributes. This upgrade allows MINER to generate results faster and use memory more effectively, making data processing more efficient in real-time scenarios.