Azure Data Lake Analytics is a cloud-based on-demand analytics job service that makes processing big data simpler. With no need to worry about infrastructure such as servers, virtual machines, or clusters, and easy debugging of failures in cloud distributed programs, U-SQL is a language that allows you to write code once and have it automatically parallelized for the scale you need.