thank you for sharing! The core of memory management is abstracted away. All of the query execution logic is unaware of the source of memory pointer. That said we are still learning and really appreciate your feedback. There are some places where we could not beat aggregation of julia, but the delta wasn't very big. This could have been down to mapped memory. We will definitely try things with direct memory too!