A Performant Way to Query Streaming Data

Improving a real-time streaming project with ksqlDB

North Carolina. Image by Author.

In a previous article, the components of a real-time streaming project that consumes and processes smartphone sensor data with FastAPI, Kafka, QuestDB, and Docker, were explored. This project was a first pass at implementing an architecture that can move streaming data from smartphones, through a Kafka log…