1.
Tales From the Flow
How Data in Motion can be used for real-estate decarbonisation
Klimaneutrale Immobilien.
Einfach. Profitabel. Jetzt.

2.
Me, Lucas
CTO at AMPEERS Energy
🌱 Green CTO, Tech-Lover
Dresden based
Loves (& hates) NodeJS, Python & Scala
… along with some good coffe ☕️
Say hi at @lrecknagel

3.
AMPEERS Energy
Decarbonization for the real-estate with a single flow.
Founded May, 2019
Based in Munich
Spread over Germany (Erfurt, Berlin, …)
From 5 to 60+ Peers

4.
OPERATING
🏘 District Management - IoT based
forecasts and optimization
🧾 Local Supply - Local energy usage
accounting

5.
Data Flow

6.
Data Flow Details

7.
Tricky parts?
Edge2Cloud - Timeseries Design - Logical Flows

8.
Today
Timeseries & Logical Flows

9.
Timeseries Compression

10.
Timeseries
Design

11.
Logical Flow Issues
Long-Commits - Monitoring

12.
Logical Flow MVP

13.
Logical Flow Current

14.
Logical Flow Next-Gen

15.
What to take home?

16.
Benefits
Data in Motion like architecture is extremely
powerful.
Because you can apply it step by step.
Solid systems instead of reimplementation
New / Changing pipelines with "NO"-Cost
Transparent Dataflow
Multi-Stage spreading
Challenge own architectural approaches

17.
Recap
Kafka – Data In Motion helped us grow

18.
Thanks for having me!
for: Tales From the Flow
Lucas Recknagel, @lrecknagel | 20.10.2022 More on AMPEERS