<span class="translation_missing" title="translation missing: en.options.talk">talk</span>: Architecture of a real-time data distribution platform
Ever wondered how tracking and statistical data from a sports event finds its way into your apps in real time? What the stack looks like, how it's monitored and how they intervene? Come and find out!
We'll look at the architecture, the technologies, how they fit together, how we detect possible issues and how we react to them, how we process terabytes of data in a high-throughput, low-latency setting, do joins on streaming data, scale infrastructure and enable automatic communication between multiple companies. All in real time.
Designing and building evolutionary enterprise streaming architectures is no trivial undertaking. There are a lot of trade-offs and additional complexities in comparison to "classical" REST API or database architectures. It can also get quite philosophical, you will question the meaning of time, and depending on your view reality will look different.
This talk will showcase one solution, the learning path to it, from (changing) requirements to the final implementation.
If you want to implement a real-time solution that goes from physical sensor to an app on your phone, including some fancy ML in between, this talk will prepare you for it. You should have a solid foundation on the common pitfalls and a long backlog after listening to it.
Info
Day:
2023-10-21
Start time:
13:40
Duration:
01:00
Room:
HG D 1.1
Links:
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Speakers
Samuel von Baußnern |