CMS is using Security Data Lake to modernize the load-extract-load-transform (L-ETL) pipelines and data tooling. CMS will be enhancing Agency security to bring together more system, telemetry and program data in one place with a unifying governance model. Building on top of a modern data platform will provide opportunities to experiment with machine learning model development against this data--solving any number of problems that require decisions to be made about inferences over time series data. There is no actual ML/AI work being done here today, rather, we are beginning work on the scaffolding that will open up these opportunities in 1-2 years time.
Date
Oct 2022
Organization
Source URL
Organization Type
Government