Druid supports streaming inserts but not streaming updates. Updates must be performed via background batch jobs; updating Druid is costly and can impact performance. If you need to make frequent updates to your data, Druid may not be for you unless you can adjust your update process. If you're looking for a database that can do streaming insert, upserts and JOINS, check out StarRocks.