Samza
Samza enables the development of stateful applications that process real-time data from diverse sources such as Apache Kafka. It offers battle-tested performance at scale with low latencies and high throughput. Users can deploy it flexibly on YARN, Kubernetes, or as a standalone library, seamlessly handling both batch and streaming data.
Top Samza Alternatives
Amazon Managed Service for Apache Flink
Amazon Managed Service for Apache Flink enables users to effortlessly build end-to-end streaming pipelines with one click.
Redpanda
This real-time data streaming tool features a single binary that integrates a schema registry, HTTP proxy, and message broker capabilities, streamlining deployment and scalability.
Amazon Data Firehose
Amazon Data Firehose simplifies the process of capturing, transforming, and loading streaming data.
Estuary Flow
Estuary Flow revolutionizes real-time data integration, enabling teams to effortlessly build and manage data pipelines in minutes.
Google Cloud Datastream
Google Cloud Datastream is a serverless data streaming tool that enables real-time change data capture and replication from databases like MySQL, PostgreSQL, and SQL Server.
Arroyo
Arroyo is a cutting-edge real-time data streaming tool that enables users to effortlessly build and manage streaming pipelines using familiar SQL syntax.
Apache Flink
Engineered for optimal performance in diverse cluster environments, it supports low-latency processing, exactly-once state consistency...
Decodable
It simplifies data movement by providing pre-built connectors and supports SQL, Java, and Python, enabling...
Apache Beam
It supports both batch and streaming use cases using a unified programming model...
Streamkap
Offering sub-second latency and zero maintenance, it enables seamless connection of data sources to destinations...
Timeplus
Its lightweight design allows for seamless deployment across environments, while efficiently handling both streaming and...
Insigna
With out-of-the-box connectivity and configurable data streams, it automates data preparation and enhances quality, allowing...
Baidu AI Cloud Stream Computing
Fully compatible with Spark SQL, it simplifies complex data operations through straightforward SQL commands...
Hitachi Streaming Data Platform
It features advanced capabilities such as data enrichment, automated processes, and seamless integration with multiple...
Yandex Data Streams
It supports Apache Kafka® and AWS Kinesis protocols, enabling seamless integration...
