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.)

MVVM in Delphi: Architecting and Building Model View ViewModel Applications
MVVM in Delphi: Architecting and Building Model View ViewModel Applications
Dive into the world of MVVM, learn how to build modern Windows applications, and prepare for cross-platform development. This book introduces you to the right mindset and demonstrates suitable methodologies that allow for quick understanding of the MVVM paradigm. MVVM in Delphi shows you how to use a quick and efficient MVVM...
Building a SharePoint 2016 Home Lab: A How-To Reference on Simulating a Realistic SharePoint Testing Environment
Building a SharePoint 2016 Home Lab: A How-To Reference on Simulating a Realistic SharePoint Testing Environment
This book is a step-by-step guide to building your own SharePoint farm in a home lab setting. Learn how to build a windows domain and then join servers into the domain in order to create your own testing and learning environment. After you get the domain stood up, where you go from there is up to you.  This book will help you learn how...
Migrating to Swift from Flash and ActionScript
Migrating to Swift from Flash and ActionScript
Build on your knowledge of ActionScript to take the fast track developing iOS apps with Apple’s latest language, Swift. Swift’s syntax is easier to understand than Objective-C for people already familiar with ActionScript. At the same time it offers a number of new features and richer expressiveness than both ActionScript and...

Excel 2010 for Human Resource Management Statistics: A Guide to Solving Practical Problems (Excel for Statistics)
Excel 2010 for Human Resource Management Statistics: A Guide to Solving Practical Problems (Excel for Statistics)

This is the first book to show the capabilities of Microsoft Excel to teach human resource management statistics effectively. It is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to solve practical human resource management problems. If understanding statistics isn’t your strongest suit, you...

Cyber-Physical Attack Recovery Procedures: A Step-by-Step Preparation and Response Guide
Cyber-Physical Attack Recovery Procedures: A Step-by-Step Preparation and Response Guide

This book provides a template with step-by-step instructions on how to respond and recover when hackers get into your SCADA system and cause building equipment to act erratically or fail completely. When hackers shut off the water, turn off the building power, disable the sewage effluent pumps and activate the fire alarm, you have to do...

NPY Family of Peptides in Neurobiology, Cardiovascular and Metabolic Disorders: from Genes to Therapeutics (Experientia Supplementum)
NPY Family of Peptides in Neurobiology, Cardiovascular and Metabolic Disorders: from Genes to Therapeutics (Experientia Supplementum)

The NPY-family of peptides encompasses several groups of neurotransmitters and hormones, which exert diverse biological and pathological actions that bear on all major vital systems. The recognition of the role of NPY in stimulation of food intake has already resulted in discovery of potent and selective NPY receptor Y-5 antagonists which are...

©2018 LearnIT (support@pdfchm.net) - Privacy Policy