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.)

Sustainable Manufacturing: Shaping Global Value Creation (Ecoproduction)
Sustainable Manufacturing: Shaping Global Value Creation (Ecoproduction)

The annual series Global Conferences on Sustainable Manufacturing (GCSM) sponsored by the International Academy for Production Engineering (CIRP) is committed to excellence in the creation of sustainable products and processes that conserve energy and natural resources, have minimal negative impacts upon the natural environment and society,...

Oxford Handbook of Clinical Specialties (Oxford Handbooks)
Oxford Handbook of Clinical Specialties (Oxford Handbooks)

The seventh edition of this highly acclaimed Oxford Handbook covers all the major specialties not covered in its companion handbook, the Oxford Handbook of Clinical Medicine. It continues to provide all the ideas and facts essential to those who will or who are already caring for patients whose needs may or may not fit within the traditional...

Statistical Inference on Residual Life (Statistics for Biology and Health)
Statistical Inference on Residual Life (Statistics for Biology and Health)

This is a monograph on the concept of residual life, which is an alternative summary measure of time-to-event data, or survival data. The mean residual life has been used for many years under the name of life expectancy, so it is a natural concept for summarizing survival or reliability data. It is also more interpretable than the popular...


How to Write a Thesis
How to Write a Thesis
In evaluations, unsolicited emails and narratives of their experiences, doctoral and masters students tell me that the first edition helped them get started and complete their theses. For example, one supervisor told me that she knew some students who were writing a ‘page 98 paper’, using prompts in a box on page 98...
Introduction to Continuum Mechanics, Fourth Edition
Introduction to Continuum Mechanics, Fourth Edition

Continuum Mechanics is a branch of physical mechanics that describes the macroscopic mechanical behavior of solid or fluid materials considered to be continuously distributed. It is fundamental to the fields of civil, mechanical, chemical and bioengineering. This time-tested text has been used for over 35 years to introduce junior and...

Closed-Loop Control of Blood Glucose (Lecture Notes in Control and Information Sciences)
Closed-Loop Control of Blood Glucose (Lecture Notes in Control and Information Sciences)

This book presents closed-loop blood glucose control in a simple manner, which includes the hardware and "software" components that make up the control system. It provides examples on how mathematical models are formulated as well as the control algorithms that stem from mathematical exercises. The book also describes the basic...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy