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You're reading from  Fast Data Processing Systems with SMACK Stack

Product typeBook
Published inDec 2016
Reading LevelIntermediate
PublisherPackt
ISBN-139781786467201
Edition1st Edition
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Raúl Estrada
Raúl Estrada
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Raúl Estrada

Raúl Estrada has been a programmer since 1996 and a Java developer since 2001. He loves all topics related to computer science. With more than 15 years of experience in high-availability and enterprise software, he has been designing and implementing architectures since 2003. His specialization is in systems integration, and he mainly participates in projects related to the financial sector. He has been an enterprise architect for BEA Systems and Oracle Inc., but he also enjoys web, mobile, and game programming. Raúl is a supporter of free software and enjoys experimenting with new technologies, frameworks, languages, and methods. Raúl is the author of other Packt Publishing titles, such as Fast Data Processing Systems with SMACK and Apache Kafka Cookbook.
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Architecture


Kafka was created at LinkedIn. To start with LinkedIn used Java Message Service (JMS). But when they needed more power, that is, a scalable architecture, the LinkedIn development team decided to build the project that today we know as Kafka. In 2011, Kafka was open sourced as theApache Project. Due to size constraints, in this section we'll leave the reader with some reflections on why the architecture is designed in the way it is.

The Figure 5-6, A topic with 3 partitions, shows a topic with three partitions. We can see the five Kafka components: Zookeeper, broker, topic, producer and consumer.

Figure 5-6. A topic with 3 partitions

The Kafka project goals are:

  • An API: To support the custom implementation of producers and consumers
  • Low overhead: Low network latency and low storage overhead with message persistence on disk
  • High throughput: Publishing and subscribing of millions of messages, supporting data feeds in real time
  • Distributed: Highly scalable architecture to handle low...
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Fast Data Processing Systems with SMACK Stack
Published in: Dec 2016Publisher: PacktISBN-13: 9781786467201

Author (1)

author image
Raúl Estrada

Raúl Estrada has been a programmer since 1996 and a Java developer since 2001. He loves all topics related to computer science. With more than 15 years of experience in high-availability and enterprise software, he has been designing and implementing architectures since 2003. His specialization is in systems integration, and he mainly participates in projects related to the financial sector. He has been an enterprise architect for BEA Systems and Oracle Inc., but he also enjoys web, mobile, and game programming. Raúl is a supporter of free software and enjoys experimenting with new technologies, frameworks, languages, and methods. Raúl is the author of other Packt Publishing titles, such as Fast Data Processing Systems with SMACK and Apache Kafka Cookbook.
Read more about Raúl Estrada