Amazon MSK - Managed Streaming for Apache Kafka
A comprehensive reference for Amazon MSK: managed Kafka clusters, event streaming patterns, and integration with AI/ML data pipelines.
Kafka
Apache Kafka
What Kafka is, how it provides distributed event streaming, and when to choose Kafka for AI data pipelines.
Azure Event Hubs - Big Data Streaming Ingestion
Azure Event Hubs is a fully managed real-time data streaming platform capable of ingesting millions of events per second for big data and AI …
Change Data Capture
What change data capture (CDC) is, how Debezium and AWS DMS enable real-time data replication, and why CDC matters for keeping AI feature …
Real-Time Data Pipelines for AI Workloads
Implementation guide for real-time streaming data pipelines: four-layer architecture, Flink feature computation, late-arriving data handling …
Event-Driven Architecture for AI
What event-driven architecture is, how S3 triggers, EventBridge, and Step Functions patterns enable scalable AI pipelines.