Big Data in the Real World: Architecture and Challenges
Big Data in the Real World: Architecture and Challenges Big data projects show up in many forms. Data comes from apps, sensors, logs, and partner systems, and teams want to turn it into useful insights without breaking the budget. A solid design helps turn noise into value and keeps things manageable. In practice, data architectures follow common layers: ingestion, storage, processing, and serving. A good design also tracks metadata and supports governance across the route from source to consumer. ...