# Apache Spark Streaming
> Apache Spark Streaming is an extension of the core Apache Spark API that enables scalable, high-throughput, fault-tolerant stream processing of live data streams. It allows data to be ingested from many sources like Kafka, Flume, and Kinesis, and processed using complex algorithms expressed with high-level functions like map, reduce, join, and window.
- URL: https://optimly.ai/brand/apache-spark-streaming
- Slug: apache-spark-streaming
- BAI Score: 94/100
- Archetype: Challenger
- Category: Data Infrastructure
- Last Analyzed: April 11, 2026
## Competitors
- Amazon Kinesis Data Analytics (https://optimly.ai/brand/amazon-kinesis-data-analytics)
- Apache Flink (https://optimly.ai/brand/apache-flink)
## Also Referenced By
- Apache Kafka Streams (https://optimly.ai/brand/apache-kafka-streams)