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Learning Apache Apex. Real-time streaming applications with Apex

Learning Apache Apex. Real-time streaming applications with Apex

Thomas Weise, Munagala V. Ramanath, David Yan, Kenneth Knowles

E-book
Apache Apex is a next-generation stream processing framework designed to operate on data at large scale, with minimum latency, maximum reliability, and strict correctness guarantees.

Half of the book consists of Apex applications, showing you key aspects of data processing pipelines such as connectors for sources and sinks, and common data transformations. The other half of the book is evenly split into explaining the Apex framework, and tuning, testing, and scaling Apex applications.

Much of our economic world depends on growing streams of data, such as social media feeds, financial records, data from mobile devices, sensors and machines (the Internet of Things - IoT). The projects in the book show how to process such streams to gain valuable, timely, and actionable insights. Traditional use cases, such as ETL, that currently consume a significant chunk of data engineering resources are also covered.

The final chapter shows you future possibilities emerging in the streaming space, and how Apache Apex can contribute to it.
  • 1. Introduction to Apex
  • 2. Getting Started with Application Development
  • 3. The Apex Library
  • 4. Scalability, Low Latency, Performance
  • 5. Fault Tolerance and Reliability
  • 6. Example Project: Real-Time Aggregation and Visualization
  • 7. Example Project: Real-Time Ride Service Data Processing
  • 8. Example Project: Classic ETL
  • 9. Introduction to Apache Beam
  • 10. The Future of Stream Processing
  • Titel: Learning Apache Apex. Real-time streaming applications with Apex
  • Autor: Thomas Weise, Munagala V. Ramanath, David Yan, Kenneth Knowles
  • Originaler Titel: Learning Apache Apex. Real-time streaming applications with Apex
  • ISBN: 9781788294119, 9781788294119
  • Veröffentlichungsdatum: 2017-11-30
  • Format: E-book
  • Artikelkennung: e_15tj
  • Verleger: Packt Publishing