# Formula 1 telemetry processing using Apache Kafka on Kubernetes // Paolo Patierno (DoK Day North America 2022) Page: https://stenobird.com/podcast/data-on-kubernetes-community/formula-1-telemetry-processing-using-apache-kafka-on-kubernetes-paolo-patierno-dok-day-north-america-2022 Text version: https://stenobird.com/podcast/data-on-kubernetes-community/formula-1-telemetry-processing-using-apache-kafka-on-kubernetes-paolo-patierno-dok-day-north-america-2022.md Podcast: [Data on Kubernetes Community](https://stenobird.com/podcast/data-on-kubernetes-community) Published: 2022-11-02T19:00:12+00:00 Episode link: https://podcasters.spotify.com/pod/show/dokcommunity/episodes/Formula-1-telemetry-processing-using-Apache-Kafka-on-Kubernetes--Paolo-Patierno-DoK-Day-North-America-2022-e1q4uc9 Audio file: https://anchor.fm/s/2d649bc8/podcast/play/59979593/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2022-10-2%2F294604800-44100-2-7bf9bf3f5ab9f.m4a Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/data-on-kubernetes-community/episodes/formula-1-telemetry-processing-using-apache-kafka-on-kubernetes-paolo-patierno-dok-day-north-america-2022 Duration seconds: 936 ## Resource From the DoK Day North America 2022 ( https://youtu.be/YWTa-DiVljY )   Video - https://youtu.be/4cPVRWOK-_E ABSTRACT Apache Kafka is the de facto data streaming platform used for ingesting vast amounts of data and processing them in real-time. Low latency analytics are vital if users are to react to events as fast as possible and to effectively shape future decision making. Together with Kubernetes, it allows to develop cloud oriented analytics solutions which are highly scalable. During this session, we will explore an Apache Kafka based solution running on Kubernetes to help a Formula 1 team gain insights during a race. The “real” data will come from a well-known racing game and will be processed by our application in real-time, making us feel like real track-side F1 engineers! ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/data-on-kubernetes-community/episodes/formula-1-telemetry-processing-using-apache-kafka-on-kubernetes-paolo-patierno-dok-day-north-america-2022/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/data-on-kubernetes-community/formula-1-telemetry-processing-using-apache-kafka-on-kubernetes-paolo-patierno-dok-day-north-america-2022.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.