What is Kinesis Data Streaming?
💡 Model Answer
Amazon Kinesis Data Streams is a fully managed, real‑time streaming service that captures and processes large streams of data records, such as application logs, clickstreams, or IoT telemetry. Data is ingested into shards, each providing a fixed read/write capacity. Consumers read from shards using Kinesis Client Library (KCL) or SDKs, enabling real‑time analytics, ETL, or machine‑learning pipelines. Key features include durability (replication across AZs), scalability (shard scaling), and low latency (milliseconds). Kinesis integrates with other AWS services like Lambda, Firehose, and Redshift for downstream processing.
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