Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Big Data SMACK: A Guide to Apache Spark, Mesos, Akka, Cassandra, and Kafka


Learn how to integrate full-stack open source big data architecture and to choose the correct technology―Scala/Spark, Mesos, Akka, Cassandra, and Kafka―in every layer. 

Big data architecture is becoming a requirement for many different enterprises. So far, however, the focus has largely been on collecting, aggregating, and crunching large data sets in a timely manner. In many cases now, organizations need more than one paradigm to perform efficient analyses.

Big Data SMACK explains each of the full-stack technologies and, more importantly, how to best integrate them. It provides detailed coverage of the practical benefits of these technologies and incorporates real-world examples in every situation. This book focuses on the problems and scenarios solved by the architecture, as well as the solutions provided by every technology. It covers the six main concepts of big data architecture and how integrate, replace, and reinforce every layer:

  • The language: Scala
  • The engine: Spark (SQL, MLib, Streaming, GraphX)
  • The container: Mesos, Docker
  • The view: Akka
  • The storage: Cassandra
  • The message broker: Kafka

What You Will Learn:

  • Make big data architecture without using complex Greek letter architectures
  • Build a cheap but effective cluster infrastructure
  • Make queries, reports, and graphs that business demands
  • Manage and exploit unstructured and No-SQL data sources
  • Use tools to monitor the performance of your architecture
  • Integrate all technologies and decide which ones replace and which ones reinforce

Who This Book Is For:

Developers, data architects, and data scientists looking to integrate the most successful big data open stack architecture and to choose the correct technology in every layer

(HTML tags aren't allowed.)

System Modelling and Simulation
System Modelling and Simulation

Almost half a century has passed since System Analysis emerged as an independent field in Physical Sciences. Number of books and research papers has appeared in the literature and a need is felt to have a systematic one to the study of the subject. The basic techniques of Modeling and Simulation are now being taught in undergraduate...

Learning Python (Animal Guide)
Learning Python (Animal Guide)

Google and YouTube use Python because it's highly adaptable, easy to maintain, and allows for rapid development. If you want to write high-quality, efficient code that's easily integrated with other languages and tools, this hands-on book will help you be productive with Python quickly -- whether you're new to programming or just...

Complexity and Cryptography : An Introduction
Complexity and Cryptography : An Introduction
This book originated in a well-established yet constantly evolving course on
Complexity and Cryptography which we have both given to final year Mathematics
undergraduates at Oxford for many years. It has also formed part of an
M.Sc. course on Mathematics and the Foundations of Computer Science, and
has been the basis for a more

Mining Graph Data
Mining Graph Data
Data mining, or knowledge discovery in databases, is a large area of study and is populated with numerous theoretical and practical textbooks. In this book, we take a focused and comprehensive look at one topic within this field: mining data that is represented as a graph. We attempt to cover the full breadth of the topic, including graph...
50 Success Classics: Winning Wisdom for Life and Work from 50 Landmark Books
50 Success Classics: Winning Wisdom for Life and Work from 50 Landmark Books

We desire success almost as much as we need to breathe. From the moment we are born we want to do more, get more, be more. While we may have a mental picture of success as striving hard toward perfection, in truth it is more natural. Success can be described as the courage to let out the potent dreams and potentialities already in us, simply...

Pro .NET 2.0 Extreme Programming (Expert's Voice)
Pro .NET 2.0 Extreme Programming (Expert's Voice)
The target audience for this title are current .NET 1.1 developers and future .NET 2.0 developers who need to put Extreme Programming (XP) into practice. While other Extreme Programming books are usually theoretical in approach, this book takes the reader through the practical application of Extreme Programming with code-level solutions. It shows...
©2019 LearnIT (support@pdfchm.net) - Privacy Policy