Regarding anomaly detection in real time streaming data

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Regarding anomaly detection in real time streaming data

Hemant Garg
Hello sir, 
I'm currently working on a project where i would've to detect anomalies in real time streaming data pushing data from kafka into apache spark. I chose to go with streaming kmeans clustering algorithm, but I couldn't find much about it. Do you think it is a suitable algorithm to go with or should i think of something else.