Event Streams in Action: Real-time event systems with Kafka and Kinesis - Brossura

Alexander Dean; Valentin Crettaz

 
9781617292347: Event Streams in Action: Real-time event systems with Kafka and Kinesis
Brossura
ISBN 10: 1617292346 ISBN 13: 9781617292347
Casa editrice: Manning, 2019

Sinossi

Summary

Event Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Many high-profile applications, like LinkedIn and Netflix, deliver nimble, responsive performance by reacting to user and system events as they occur. In large-scale systems, this requires efficiently monitoring, managing, and reacting to multiple event streams. Tools like Kafka, along with innovative patterns like unified log processing, help create a coherent data processing architecture for event-based applications.

About the Book

Event Streams in Action teaches you techniques for aggregating, storing, and processing event streams using the unified log processing pattern. In this hands-on guide, you'll discover important application designs like the lambda architecture, stream aggregation, and event reprocessing. You'll also explore scaling, resiliency, advanced stream patterns, and much more! By the time you're finished, you'll be designing large-scale data-driven applications that are easier to build, deploy, and maintain.

What's inside

  • Validating and monitoring event streams
  • Event analytics
  • Methods for event modeling
  • Examples using Apache Kafka and Amazon Kinesis

About the Reader

For readers with experience coding in Java, Scala, or Python.

About the Author

Alexander Dean developed Snowplow, an open source event processing and analytics platform. Valentin Crettaz is an independent IT consultant with 25 years of experience.

Table of Contents

    PART 1 - EVENT STREAMS AND UNIFIED LOGS

  1. Introducing event streams
  2. The unified log 24
  3. Event stream processing with Apache Kafka
  4. Event stream processing with Amazon Kinesis
  5. Stateful stream processing

    6. PART 2- DATA ENGINEERING WITH STREAMS

  6. Schemas
  7. Archiving events
  8. Railway-oriented processing
  9. Commands

    10. PART 3 - EVENT ANALYTICS

  10. Analytics-on-read
  11. Analytics-on-write

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Alexander Dean is co-founder and technical lead of Snowplow Analytics, an open source event processing and analytics platform.

Valentin Crettaz is an independent IT consultant who's been working for the past 25 years on many different challenging projects across the globe. His expertise ranges from software engineering and architecture to data science and business intelligence. His daily job boils down to leveraging the latest and most cutting-edge web, data, and streaming technologies to implement IT solutions that will help reduce the cultural gap between IT and business people.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Manning
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
1617292346
ISBN 13 
9781617292347
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
344
Contatto del produttore
non disponibile
Persona responsabile
non disponibile