Amazon Kinesis - Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.
Confluent - Confluent offers a real-time data platform built around Apache Kafka.
Spark Streaming - Spark Streaming makes it easy to build scalable and fault-tolerant streaming applications.
Google Cloud Dataflow - Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
StreamSets Data Collector - The StreamSets Data Collector (SDC) is used to build, test and execute dataflow pipelines for data lake and multi-cloud data movement plus cybersecurity, IoT and customer 360 applications.
Striim - Striim provides an end-to-end, real-time data integration and streaming analytics platform.