The magical fusion between batch and streaming insights

Business needs data driven insights to reach stakeholders and customers as fast as possible and with clearly defined freshness requirements. The Lambda architecture (Marz, 2015) solves these requirements by combining insights from batch processes and real-time streams into an up-to-date data product. We posit that the Lambda architecture remains a relevant approach to deliver insights for data science teams with limited engineering capacity. We expound on the creative ways to fuse batch and streaming insights and present our Azure Lambda …

azure data engineering fusion insights lambda-architecture real-time-analytics streaming stream processing