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The need to handle increasingly larger data volumes is one factor driving the adoption of a new class of nonrelational “NoSQL” databases. Advocates of NoSQL databases claim they can be used to build systems that are more performant, scale better, and are easier to program.
NoSQL Distilled is a concise but thorough introduction to this rapidly emerging technology. Pramod J. Sadalage and Martin Fowler explain how NoSQL databases work and the ways that they may be a superior alternative to a traditional RDBMS. The authors provide a fast-paced guide to the concepts you need to know in order to evaluate whether NoSQL databases are right for your needs and, if so, which technologies you should explore further.
The first part of the book concentrates on core concepts, including schemaless data models, aggregates, new distribution models, the CAP theorem, and map-reduce. In the second part, the authors explore architectural and design issues associated with implementing NoSQL. They also present realistic use cases that demonstrate NoSQL databases at work and feature representative examples using Riak, MongoDB, Cassandra, and Neo4j.
In addition, by drawing on Pramod Sadalage’s pioneering work, NoSQL Distilled shows how to implement evolutionary design with schema migration: an essential technique for applying NoSQL databases. The book concludes by describing how NoSQL is ushering in a new age of Polyglot Persistence, where multiple data-storage worlds coexist, and architects can choose the technology best optimized for each type of data access.
- Sales Rank: #88420 in Books
- Published on: 2012-08-18
- Released on: 2009-10-12
- Original language: English
- Number of items: 1
- Dimensions: 8.90" h x .60" w x 6.90" l, .68 pounds
- Binding: Paperback
- 192 pages
About the Author
Pramod J. Sadalage, Principal Consultant at ThoughtWorks, enjoys the rare role of bridging the divide between database professionals and application developers. He regularly consults with clients who have particularly challenging data needs requiring new technologies and techniques. He developed pioneering techniques that allowed relational databases to be designed in an evolutionary manner based on version-controlled schema migrations. With Scott Ambler, he coauthored Refactoring Databases(Addison-Wesley, 2006).
Martin Fowler, Chief Scientist at ThoughtWorks, focuses on better ways to design software systems and improve developer productivity. His books include Patterns of Enterprise Application Architecture; UML Distilled, Third Edition; Domain-Specific Languages (with Rebecca Parsons); and Refactoring: Improving the Design of Existing Code (with Kent Beck, John Brant, and William Opdyke). All are published by Addison-Wesley.
Most helpful customer reviews
80 of 81 people found the following review helpful.
Amazing introduction to NoSQL and scalability
By Raj Bandyopadhyay
I have been trying to learn about the Hadoop/NoSQL world for the last few months, and have found myself getting really frustrated at the lack of a source which presents a clear big picture. No matter where I looked, I was just overwhelmed by minutiae, and the arguments of zillion people advocating their own favorite new technology.
No more! The authors of this book present a wonderful, accessible, product-agnostic introduction to the world of NoSQL. The book first covers the four major kinds of NoSQL databases (key-value, document, column family and graph) via a highly practitioner-oriented comparative study. It then goes into various scalability issues and trade-offs, including distribution models, CAP theorem and its implications, an introduction to Map-reduce and so on. This book has demystified much of NoSQL for me and made it seem quite common-sensical.
If you are new to the Hadoop-NoSQL world, this is the book to start with before delving into any specific technology or jargon. I think that after this high-level introduction, a deep-dive using a book like 'Seven Databases in Seven Weeks' is a logical next step.
24 of 25 people found the following review helpful.
A Must Read
By Harish
Seriously I have tried reading up on Mongo,cassandra,Berkley and couch DB for a while.
What always confused me was a comprehensive difference between these Databases and the actual concepts that underline
these databases in General.
The Authors have done a fabulous job on giving an unbiased advice on when and when not to use No SQL databases.
86 of 102 people found the following review helpful.
Serve the purpose
By Perazzi25
The book serves its purpose. It is a brief guide to NoSQL products. It is the first practitioners' book in many years that I could finish reading within a few days with considerable pleasure. It gives me what I want to know even though I disagree with some of the points in it. The organization of the book is logical, according to the topics that the authors would like to present. Chapters two and three on the complex structures "aggregates" and graphs are the best and essential chapters. From these two chapters, the readers could understand the main points of NoSQL systems.
Regarding the contents,I am surprised by the misuse of the very common terms "relational database" and "RDBMS". Most of the time when the book refers to relational database, it actually means RDBMS (and vice versa). The book (as well as many other NoSQL advocates elsewhere) states that relational databases use ACID transactions and are not good at horizontal fragmentation (sharding) in a distributed environment. I still remember E. F. Codd's original relational database model which addresses relational data structure, entity and referential integrity constraints, and relational complete languages but says nothing about transaction processing. Transaction processing is considered a separate area from data modeling (transaction processing is explained in great details in Jim Gray's book). Also, perhaps the first book in the area, "Distributed Databases" by Ceri and Pelagatti refers to relational database almost exclusively and even uses the relational algebra select to demonstrate horizontal fragmentation. Relational RDBMSs have managed distributed databases for decades. I thought the whole database world knew this.
This book covers many topics on transaction processing and data distribution with good explanations. However, the main topics on logical data structures, integrity constraints, data manipulation and data definition languages of each "NoSQL data model" need to be addressed more clearly. Technically, transaction processing, data distributions and performance are not relevant topics on data models comparison. They are, however, relevant topics on DBMS products comparison.
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