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.

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