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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 Eagle?

Apache Eagle, often simply known as Eagle, is a powerful open-source analytics tool aimed at swiftly identifying security and performance issues in extensive data environments, including Apache Hadoop and Apache Spark. It meticulously evaluates a range of data operations, Yarn applications, JMX metrics, and daemon logs, boasting an advanced alert mechanism that identifies both security violations and performance hindrances while delivering crucial insights. Large-scale data platforms generate massive volumes of operational logs and metrics in real-time, which can become quite overwhelming for users. Eagle was developed to address the pressing challenges associated with securing and optimizing the performance of big data systems by guaranteeing that metrics and logs remain readily available and that timely alerts are generated, even during peak traffic periods. By integrating operational logs and data activities into the Eagle platform—including audit logs, MapReduce tasks, Yarn resource consumption, JMX metrics, and various daemon logs—it is capable of issuing alerts, showcasing historical trends, and correlating alerts with raw data for an in-depth analysis. This functionality not only facilitates the prompt identification of issues but also significantly bolsters overall system reliability and efficiency, ensuring that users can maintain control over their data environments. In essence, Eagle serves as a crucial ally in the realm of big data management, allowing organizations to navigate the complexities of data security and performance with greater ease.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
Apache Kafka
Azure Event Hubs
Elasticsearch

Integrations Supported

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars

Company Facts

Organization Name

Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

samza.apache.org

Company Facts

Organization Name

Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

eagle.apache.org

Categories and Features

Categories and Features

IT Alerting

Not specified

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