Real Time Fraud Detection with Streaming Computation at Capital One

We are building a next generation fraud detection solution at Capital One. In this talk I will first compare different technologies for the challenge of distributed stream computing. I then discuss in detail how Apache Apex is able to fulfill the requirements for our fraud project. I will conclude with the system architecture and performance evaluation results.

Dongming is a lead software engineer at Capital One Data Intelligence team. He's currently interested in real time stream data processing, machine learning, big data and cyber security systems. He is a committer to Apache Apex project.