Centerity

Anomaly Detection Platform

• Built an anomaly detection platform to detect/predict anomalies in various server-side metrics like CPU, memory usage, traffic in / out, etc.  
• Completely open-source based, and runs on Spark Clusters.
• The platform has the following capabilities:
  • Can detect anomalies on more than 10,000 metrics in the given datasets
  • In-built Auto-AI functionality 
  • On detection, raise alerts in dashboards and send notifications.
  • Ability to drill down to identify root causes

Technologies Used: Apache Spark, Kafka, InfluxDB, Kapacitor, TensorFlow (LSTM), fbProphet, Docker, Kubernetes, Amazon AWS Cloud