These days everyone is excited about big data and fast data. Capital One has embraced this new generation of technology with open arms. However, “There ain’t no such thing as a free lunch.”
– A detailed dive into the business requirements of a new real-time decisioning platform for model building, feature computation, and model scoring.
– A survey and analysis of the leading open source technologies for stream processing and what tradeoffs Capital One considered when selecting their technology stack.
– Capital One’s solution, based on Apache Apex, which provides unparalleled performance on Hadoop and meets the stringent performance, scalability, and durability requirements necessary for enterprise-grade decision making