real-time analytics
Infrastructure & Cloud
Real-Time Data Infrastructure: How Apache Kafka, Flink
ALGERIATECH Editorial
January 6, 2026
The Batch-to-Streaming Paradigm Shift For decades, enterprise data processing followed a batch paradigm: collect data throughout the day, load it into a warehouse overnight, and analyze it the next morning. ETL (Extract, Transform, Load) pipelines ran on schedules — hourly,
