This article introduces a new method called bucket join for making database queries faster, especially when finding matching information in different sets of data. Traditional methods like hash join and sort merge join can be slow for quick responses needed in things like online search results. The new bucket join groups data to quickly eliminate unneeded information, reducing the time needed to find matches. It saves a lot of effort in searching compared to other techniques, making it handy for quickly displaying results without using up too much memory or computing power.