AWS Kinesis Data Streams
AWS Kinesis Data Streams is a scalable and durable real-time data streaming service that enables you to ingest, buffer, and process large volumes of data records from multiple sources. It allows applications to consume and analyze data in real-time, making it ideal for use cases like log and event data collection, real-time analytics, and data processing pipelines. The service automatically handles data partitioning, replication, and fault tolerance to ensure high availability and performance.
Developers should use AWS Kinesis Data Streams when building applications that require real-time data ingestion and processing, such as monitoring systems, IoT data streams, or clickstream analytics. It is particularly valuable in scenarios where low-latency data processing is critical, as it enables immediate insights and actions based on incoming data. This service is essential for modern data-driven architectures that need to handle high-throughput, real-time data flows in the cloud.