Fast Data Processing Systems with SMACK Stack

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!

Fast Data Processing Systems with SMACK Stack

Raúl Estrada Aparicio

1 customer reviews
Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!
Mapt Subscription
FREE
$20.83/m after trial
eBook
$28.00
RRP $39.99
Save 29%
Print + eBook
$49.99
RRP $49.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$28.00
$49.99
$29.99 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Fast Data Processing Systems with SMACK Stack Book Cover
Fast Data Processing Systems with SMACK Stack
$ 39.99
$ 28.00
Data Lake for Enterprises Book Cover
Data Lake for Enterprises
$ 18.49
$ 12.95
Buy 2 for $30.45
Save $28.03
Add to Cart

Book Details

ISBN 139781786467201
Paperback376 pages

Book Description

SMACK is an open source full stack for big data architecture. It is a combination of Spark, Mesos, Akka, Cassandra, and Kafka. This stack is the newest technique developers have begun to use to tackle critical real-time analytics for big data. This highly practical guide will teach you how to integrate these technologies to create a highly efficient data analysis system for fast data processing.

We’ll start off with an introduction to SMACK and show you when to use it. First you’ll get to grips with functional thinking and problem solving using Scala. Next you’ll come to understand the Akka architecture. Then you’ll get to know how to improve the data structure architecture and optimize resources using Apache Spark.

Moving forward, you’ll learn how to perform linear scalability in databases with Apache Cassandra. You’ll grasp the high throughput distributed messaging systems using Apache Kafka. We’ll show you how to build a cheap but effective cluster infrastructure with Apache Mesos. Finally, you will deep dive into the different aspect of SMACK using a few case studies.

By the end of the book, you will be able to integrate all the components of the SMACK stack and use them together to achieve highly effective and fast data processing.

Table of Contents

What You Will Learn

  • Design and implement a fast data Pipeline architecture
  • Think and solve programming challenges in a functional way with Scala
  • Learn to use Akka, the actors model implementation for the JVM
  • Make on memory processing and data analysis with Spark to solve modern business demands
  • Build a powerful and effective cluster infrastructure with Mesos and Docker
  • Manage and consume unstructured and No-SQL data sources with Cassandra
  • Consume and produce messages in a massive way with Kafka

Authors

Table of Contents

Book Details

ISBN 139781786467201
Paperback376 pages
Read More
From 1 reviews

Read More Reviews

Recommended for You

Data Lake for Enterprises Book Cover
Data Lake for Enterprises
$ 18.49
$ 12.95
Hadoop 2.x Administration Cookbook Book Cover
Hadoop 2.x Administration Cookbook
$ 39.99
$ 28.00
Frank Kane's Taming Big Data with Apache Spark and Python Book Cover
Frank Kane's Taming Big Data with Apache Spark and Python
$ 31.99
$ 22.40
Learning Concurrent Programming in Scala Book Cover
Learning Concurrent Programming in Scala
$ 26.99
$ 18.90
Native Docker Clustering with Swarm Book Cover
Native Docker Clustering with Swarm
$ 35.99
$ 25.20
Building Data Streaming Applications with Apache Kafka Book Cover
Building Data Streaming Applications with Apache Kafka
$ 35.99
$ 25.20