Time Series Database Insights

Time series databases share common workloads, primarily focusing on append, update, scan, and materialization rather than traditional CRUD operations. While many databases optimize for insert-heavy scenarios and longer scans, the key distinction lies in the approach to building these systems. Rather than starting from scratch, leveraging existing frameworks can enhance flexibility and functionality, ultimately benefiting the user experience.