In this talk, I share our journey in making QuestDB, an Apache 2.0-licensed open-source time-series database, a significantly faster analytical database. In this session, I'll walk through how we identified opportunities for improvement, the key changes we implemented, and how those changes delivered dramatic performance improvements.