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What is Samza?

Samza facilitates the creation of applications that maintain state while processing real-time data from diverse sources like Apache Kafka. Demonstrating its efficiency at large scales, it provides various deployment options, enabling execution on YARN or as a standalone library. With its ability to achieve exceptionally low latencies and high throughput, Samza enables rapid data analysis. The system can efficiently manage several terabytes of state through features such as incremental checkpoints and host-affinity, ensuring optimal data management. Moreover, the ease of operation is bolstered by its ability to run on YARN, Kubernetes, or in standalone mode, granting users flexibility. Developers can utilize the same codebase for seamless batch and streaming data processing, thereby simplifying their development processes. Additionally, Samza's compatibility with an extensive array of data sources, including Kafka, HDFS, AWS Kinesis, Azure Event Hubs, key-value stores, and ElasticSearch, underscores its versatility as a modern data processing solution. Overall, this adaptability positions Samza as an essential tool for businesses looking to harness the power of real-time data.

What is Apache Kafka?

Apache Kafka® is a powerful, open-source solution tailored for distributed streaming applications. It supports the expansion of production clusters to include up to a thousand brokers, enabling the management of trillions of messages each day and overseeing petabytes of data spread over hundreds of thousands of partitions. The architecture offers the capability to effortlessly scale storage and processing resources according to demand. Clusters can be extended across multiple availability zones or interconnected across various geographical locations, ensuring resilience and flexibility. Users can manipulate streams of events through diverse operations such as joins, aggregations, filters, and transformations, all while benefiting from event-time and exactly-once processing assurances. Kafka also includes a Connect interface that facilitates seamless integration with a wide array of event sources and sinks, including but not limited to Postgres, JMS, Elasticsearch, and AWS S3. Furthermore, it allows for the reading, writing, and processing of event streams using numerous programming languages, catering to a broad spectrum of development requirements. This adaptability, combined with its scalability, solidifies Kafka's position as a premier choice for organizations aiming to leverage real-time data streams efficiently. With its extensive ecosystem and community support, Kafka continues to evolve, addressing the needs of modern data-driven enterprises.

Media

Media

Integrations Supported

AWS Marketplace
Acryl Data
Apache Kylin
Arroyo
Ascend
Elestio
FairCom EDGE
Flowls
IRI Voracity
Jovu
Lightstreamer
Megaladata
Oracle AI Data Platform (AIDP)
Orchestra
Precisely Connect
Red Hat OpenShift Streams
Stonebranch
Telegraf
Wallaroo.AI
Y42

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

samza.apache.org

Company Facts

Organization Name

The Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

kafka.apache.org

Categories and Features

Categories and Features

Data Pipeline

Not specified

Event Brokers

Not specified

iPaaS

Not specified

Message Queue

Asynchronous Communications Protocol
Data Error Reduction
Message Encryption
On-Premise Installation
Roles / Permissions
Storage / Retrieval / Deletion
System Decoupling

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