krampus
Krampus is a distributed real time stream data processing and anomaly detection system.
Inspiration
Developing data science systems with modern technologies like Spark and Scala.
How I built it
I developed the system step by step from bottom up - starting with basic data representation, to training anomaly detection algorithm.
Challenges I ran into
It was the first time I developed an aplication with Apache Spark. Starting and running such distributed system on local machine is pretty difficult.
Built With
- akka
- apache-spark
- cassandra
- css
- grafana
- graphite
- html
- javascript
- kafka
- machine-learning
- play-framework
- sbt
- scala
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