Amazon Kinesis Data Streams

A scalable event streaming platform for data integration and real-time analytics.

Capture and connect real-time data flows.

Unified data processing solution for batch and stream processing.

Easily process streaming data with the same language-integrated API as batch processing, without the need for additional coding or operator state management. Available in Java, Scala and Python.

Google Cloud Pub/Sub: Real-time, scalable messaging for event-driven applications

Apache Spark, Hive, and Presto for Efficient Big Data Processing

A scalable data streaming platform and event ingestion service, capable of receiving and processing millions of events per second, for efficient data processing and storage.

Scalable distributed data processing.

Unleashing infinite possibilities without boundaries.