What Is Big Data Architecture? Big data architecture is the overarching system used to ingest and process enormous amounts of data (often referred to as "big data") so that it can be analyzed for business purposes. The architecture can be considered the blueprint for a big data solution based on the business needs of an organization. Big data architecture is designed to handle the following types of work: Batch processing of big data sources. Real-time processing of big data. Predictive analytics and machine learning. A well-designed big data architecture can save your company money and help you predict future trends so you can make good business decisions. Benefits of Big Data Architecture The volume of data that is available for analysis grows daily. And, there are more streaming sources than ever, including the data available from traffic sensors, health sensors, transaction logs, and activity logs. But having the data is only half the battle. You also need ...