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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
Languages
Scala
Tools
MesosApache Spark
Concepts
Data Processing
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Author (1)
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.
Read more about Raúl Estrada

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The Apache Mesos architecture

Mesos is an open source platform for sharing the resources of commodity machines between different distributed applications (later we see they are called frameworks in the Mesos ecosystem), such as Spark, Cassandra, and Kafka among others. Mesos objective is to run as a centralized cluster manager that pools all the physical resources of each cluster member and makes them available as a single source of highly available resources for all the different applications.

Let's take a simple example, a startup has bought eight machines for its humble data center, each one has 8 CPUs and 64 GB of RAM, and previously had a four node cluster where each machine had 4 CPUs and 16 GB of RAM. With Apache Mesos, we can make a virtual cluster that emulates a single machine with (8*8 + 4*4) 80 CPUs and (8*64 + 4*16) 576 GB of RAM. So easily we can have at our fingertips the power of ancestral mainframes. On this cluster we can run multiple distributed applications. The sharing...

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Fast Data Processing Systems with SMACK Stack
Published in: Dec 2016Publisher: PacktISBN-13: 9781786467201
© 2016 Packt Publishing Limited All Rights Reserved

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

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