Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Scalable Big Data Architecture: A practitioners guide to choosing relevant Big Data architecture

Buy

This book highlights the different types of data architecture and illustrates the many possibilities hidden behind the term "Big Data", from the usage of No-SQL databases to the deployment of stream analytics architecture, machine learning, and governance.

Scalable Big Data Architecture covers real-world, concrete industry use cases that leverage complex distributed applications , which involve web applications, RESTful API, and high throughput of large amount of data stored in highly scalable No-SQL data stores such as Couchbase and Elasticsearch. This book demonstrates how data processing can be done at scale from the usage of NoSQL datastores to the combination of Big Data distribution.

When the data processing is too complex and involves different processing topology like long running jobs, stream processing, multiple data sources correlation, and machine learning, it’s often necessary to delegate the load to Hadoop or Spark and use the No-SQL to serve processed data in real time.

This book shows you how to choose a relevant combination of big data technologies available within the Hadoop ecosystem. It focuses on processing long jobs, architecture, stream data patterns, log analysis, and real time analytics. Every pattern is illustrated with practical examples, which use the different open sourceprojects such as Logstash, Spark, Kafka, and so on.

Traditional data infrastructures are built for digesting and rendering data synthesis and analytics from large amount of data. This book helps you to understand why you should consider using machine learning algorithms early on in the project, before being overwhelmed by constraints imposed by dealing with the high throughput of Big data.

Scalable Big Data Architecture is for developers, data architects, and data scientists looking for a better understanding of how to choose the most relevant pattern for a Big Data project and which tools to integrate into that pattern.

(HTML tags aren't allowed.)

DB2 9 for Linux, UNIX, and Windows: DBA Guide, Reference, and Exam Prep (6th Edition)
DB2 9 for Linux, UNIX, and Windows: DBA Guide, Reference, and Exam Prep (6th Edition)
Today’s business leaders agree that effectively managing and leveraging information to make decisions has never been more important. More than 60 percent of CEOs feel their organizations need to do better at leveraging their information (IBM® Attributes and Capabilities Study, 2005). CFOs feel that if they leverage their information...
Learning Python Application Development
Learning Python Application Development

Key Features

  • Get to grips with Python techniques that address commonly encountered problems in general application development.
  • Develop, package, and deploy efficient applications in a fun way.
  • All-practical coverage of the major areas of application development, including best practices,...
Fast Data Processing with Spark (Community Experience Distilled)
Fast Data Processing with Spark (Community Experience Distilled)

High-speed distributed computing made easy with Spark

Overview

  • Implement Spark's interactive shell to prototype distributed applications
  • Deploy Spark jobs to various clusters such as Mesos, EC2, Chef, YARN, EMR, and so on
  • Use Shark's SQL query-like syntax with...

Coding Projects in Python
Coding Projects in Python

Using fun graphics and easy-to-follow instructions, this straightforward, this visual guide shows young learners how to build their own computer projects using Python, an easy yet powerful free programming language available for download.

Perfect for kids ages 10 and over who are ready to take a second step after Scratch, Coding...

iOS Game Programming Cookbook
iOS Game Programming Cookbook

Over 45 interesting game recipes that will help you create your next enthralling game

About This Book

  • Learn to create 2D graphics with Sprite Kit, game physics, AI behaviours, 3D game programming, and multiplayer gaming
  • Use native iOS frameworks for OpenGL to create 3D textures, allowing...
PostgreSQL Administration Cookbook, 9.5/9.6 Edition
PostgreSQL Administration Cookbook, 9.5/9.6 Edition

Over 150 recipes to help you administer your PostgreSQL database more efficiently

About This Book

  • Get to grips with the capabilities of PostgreSQL 9.6 to administer your database more efficiently
  • Monitor, tune, secure and protect your database
  • A step-by-step, recipe-based...
©2017 LearnIT (support@pdfchm.net) - Privacy Policy