Apache Samza

Apache Samza

Real-time data processing framework for stateful applications.

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Apache Samza is a framework designed for processing real-time data efficiently. It enables developers to create applications that can analyze and manage data from various sources like Apache Kafka.

This framework supports both batch and streaming data using the same code, making it versatile for different needs.

With its flexible deployment options, applications can run on various platforms, including YARN or as standalone libraries. Businesses benefit from its ability to respond quickly to data changes, enhancing decision-making and operational efficiency. Examples of its use include analyzing customer interactions in real-time, monitoring social media sentiment, and automating data ingestion from multiple sources.


  • Analyze real-time customer interactions
  • Process streaming data from IoT devices
  • Monitor social media sentiment analysis
  • Support fraud detection in finance
  • Automate data ingestion from multiple sources
  • Enhance logistics tracking in transportation
  • Streamline event processing in marketing
  • Improve recommendation systems in e-commerce
  • Manage real-time analytics for healthcare
  • Optimize resource allocation in cloud environments
  • High performance with low latencies
  • Scalable to handle large data volumes
  • Flexible deployment options
  • Rich APIs for developers
  • Supports both batch and streaming data

📊 Decision-making 📈 System performance 📈 Cloud resource management

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