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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 Hitachi Streaming Data Platform?

The Hitachi Streaming Data Platform (SDP) is specifically designed for the real-time processing of large volumes of time-series data as it is generated. By leveraging in-memory and incremental computation methods, SDP facilitates swift analyses that avoid the usual lags associated with traditional data processing approaches. Users can define summary analysis scenarios using Continuous Query Language (CQL), which has a syntax similar to SQL, thereby allowing flexible and programmable data analysis without the need for custom-built applications. The platform's architecture comprises various elements such as development servers, data-transfer servers, data-analysis servers, and dashboard servers, which collectively form a scalable and efficient ecosystem for data processing. Moreover, SDP’s modular architecture supports numerous data input and output formats, including text files and HTTP packets, and integrates effortlessly with visualization tools like RTView for real-time performance tracking. This thoughtful design guarantees that users can proficiently manage and analyze their data streams as they happen, ultimately empowering them with actionable insights. As a result, organizations can respond more quickly to changing data conditions, significantly enhancing their operational agility.

Media

Media

Integrations Supported

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

Integrations Supported

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

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

samza.apache.org

Company Facts

Organization Name

Hitachi

Company Location

Japan

Company Website

www.hitachi.com

Categories and Features

Categories and Features

Streaming Analytics

Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards

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