Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Big Data Application Architecture Q&A: A Problem - Solution Approach (Expert's Voice in Big Data)

Buy

Big Data Application Architecture Pattern Recipes provides an insight into heterogeneous infrastructures, databases, and visualization and analytics tools used for realizing the architectures of big data solutions. Its problem-solution approach helps in selecting the right architecture to solve the problem at hand. In the process of reading through these problems, you will learn harness the power of new big data opportunities which various enterprises use to attain real-time profits.

Big Data Application Architecture Pattern Recipes answers one of the most critical questions of this time 'how do you select the best end-to-end architecture to solve your big data problem?'.

The book deals with various mission critical problems encountered by solution architects, consultants, and software architects while dealing with the myriad options available for implementing a typical solution, trying to extract insight from huge volumes of data in real–time and across multiple relational and non-relational data types for clients from industries like retail, telecommunication, banking, and insurance. The patterns in this book provide the strong architectural foundation required to launch your next big data application.

The architectures for realizing these opportunities are based on relatively less expensive and heterogeneous infrastructures compared to the traditional monolithic and hugely expensive options that exist currently. This book describes and evaluates the benefits of heterogeneity which brings with it multiple options of solving the same problem, evaluation of trade-offs and validation of 'fitness-for-purpose' of the solution.

What you’ll learn

  • Major considerations in building a big data solution
  • Big data application architectures problems for specific industries
  • What are the components one needs to build and end-to-end big data solution?
  • Does one really need a real-time big data solution or an off-line analytics batch solution?
  • What are the operations and support architectures for a big data solution?
  • What are the scalability considerations, and options for a Hadoop installation?

Who this book is for

  • CIOs, CTOs, enterprise architects, and software architects
  • Consultants, solution architects, and information management (IM) analysts who want to architect a big data solution for their enterprise

Table of Contents

  1. Introduction
  2. Big Data Application Architecture
  3. Ingestion and Streaming Patterns
  4. Data Storage Patterns
  5. Data Access Patterns
  6. Data Discovery and Analysis Patterns
  7. Visualization Patterns
  8. Deployment Patterns
  9. Big Data NFRs
  10. Big Data Case Studies
  11. Resources and Tools
  12. Appendix
(HTML tags aren't allowed.)

Programming with GNU Software: Tools from Cygnus Support (Nutshell Handbooks)
Programming with GNU Software: Tools from Cygnus Support (Nutshell Handbooks)

The promise of having control over their environment draws programmers to UNIX. It offers powerful tools for the initiated within an operating system that can be customized and tuned in almost unlimited ways. Programmers use UNIX because it lets them do what they want. And they like to see the source code for the software they work...

3ds Max 2012 Bible
3ds Max 2012 Bible
Every time I enter the computer room (which my wife calls the dungeon), my wife still says that I am off to my “fun and games.” I, as always, flatly deny this accusation, saying that it is serious work that I am involved in. But later, when I emerge with a twinkle in my eye and excitedly ask her to take a look at my...
Scalable and Secure Internet Services and Architecture
Scalable and Secure Internet Services and Architecture
Scalable and Secure Internet Services and Architecture provides an in-depth analysis of many key scaling technologies. Topics include: server clusters and load balancing; QoS-aware resource management; server capacity planning; Web caching and prefetching; P2P overlay network; mobile code and security; and mobility support for adaptive grid...

Beginning Digital Image Processing: Using Free Tools for Photographers
Beginning Digital Image Processing: Using Free Tools for Photographers

Since the advent of digital photography, we have been able to post-process our pictures. However, to do it properly, we have to become digital art apprentices. Sebastian Montabone is a computer vision expert who wants us to use our cameras and image processing software to come up with works of art. In this book, he teaches image processing...

ITIL Continual Service Improvement 2011 Edition (Best Management Practices)
ITIL Continual Service Improvement 2011 Edition (Best Management Practices)

The ITIL 2011 Editions have been updated for clarity, consistency, correctness and completeness. Alongside the delivery of consistent, repeatable process activities as part of service quality, ITIL has always emphasized the importance of continual service improvement. Focusing on the process elements involved in identifying and introducing...

Current Diagnosis & Treatment in Orthopedics
Current Diagnosis & Treatment in Orthopedics
Concise, comprehensive, and logically organized, this find-it-now resource offers fingertip access to the diagnostic tools necessary for the definitive diagnosis and treatment of the most common musculo-skeletal disorders found in adults and children.

Univ. of California, Irvine. This edition provides more guidance in the
...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy