Kafka Streams
API—OSS—FREEyesDOCS5/5
KS6.0#17 of 24
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Ranked in Stream Processing Software ·Free plan
About
Kafka Streams is ranked #17 of 24 in stream processing software on Inferse. It runs on Linux, macOS, Self-hosted, Windows. There is a free plan.
Compared on stream processing software
- Free plan
- Yeskafka.apache.org
- Deployment model
- self-hostedkafka.apache.org
- SQL processing
- Nokafka.apache.org
- Stateful processing
- Yeskafka.apache.org
- Event-time windows
- Yeskafka.apache.org
- Supported languages
- Java, Scalakafka.apache.org
Facts
- Purpose
- Kafka Streams is a client library for building applications and microservices whose input and output data are stored in Kafka clusters.kafka.apache.org · 30 Sept 2026
- Processing
- Kafka Streams processes and analyzes data stored in Kafka, including event-time processing, windowing, and real-time application-state queries.kafka.apache.org · 30 Sept 2026
- Scalability
- Applications can run on one machine for a proof of concept and scale across multiple machines for high-volume production workloads.kafka.apache.org · 30 Sept 2026
- Deployment
- Kafka Streams applications can be deployed to containers, virtual machines, bare metal, or cloud environments.kafka.apache.org · 30 Sept 2026
- Programming
- Kafka Streams supports standard Java and Scala applications.kafka.apache.org · 30 Sept 2026
- Processing semantics
- Kafka Streams supports exactly-once processing semantics.kafka.apache.org · 30 Sept 2026
- Architecture
- Kafka Streams requires no separate processing cluster and uses Kafka as its internal messaging layer.kafka.apache.org · 30 Sept 2026
- APIs
- The Streams DSL provides operations such as map, filter, join, and aggregations, while the Processor API supports custom processors and state stores.kafka.apache.org · 30 Sept 2026
- State
- Kafka Streams supports fault-tolerant local state for stateful operations such as windowed joins and aggregations.kafka.apache.org · 30 Sept 2026
- Security
- Kafka Streams natively integrates with Kafka security features, including encryption in transit, client authentication, and client authorization.kafka.apache.org · 30 Sept 2026
- Integrations
- Kafka's ecosystem includes tools for stream processing, Hadoop integration, monitoring, and deployment, and Kafka Connect provides connectors for external systems.kafka.apache.org · 30 Sept 2026
- Support
- The Kafka project provides user, developer, JIRA, and commit mailing lists for community support and project communication.kafka.apache.org · 30 Sept 2026
- License
- Apache Software Foundation software is licensed under the Apache License 2.0.apache.org · 30 Sept 2026
- Commercial support
- The Apache Software Foundation says it does not sell its software or provide formal or commercial support for its packages.apache.org · 30 Sept 2026
- Security reporting
- Apache asks potential security vulnerabilities to be reported first to private security mailing lists.apache.org · 30 Sept 2026
Company
- Founded
- 1999kafka.apache.org · 28 Sept 2026
Best Kafka Streams alternatives
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Where it ranks on Inferse
Sources
- kafka.apache.org/43/streams/introduction/· checked 30 Sept 2026
- kafka.apache.org/43/streams/core-concepts/· checked 30 Sept 2026
- kafka.apache.org/43/streams/developer-guide/security/· checked 30 Sept 2026
- kafka.apache.org/43/getting-started/ecosystem/· checked 30 Sept 2026
- kafka.apache.org/community/contact/· checked 30 Sept 2026
- apache.org/licenses/· checked 30 Sept 2026
- apache.org/foundation/faq.html· checked 30 Sept 2026
- apache.org/security/· checked 30 Sept 2026
- kafka.apache.org/streams/· checked 28 Sept 2026