Mongodb Applied Design Patterns

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MongoDB Applied Design Patterns

Rick Copeland
MongoDB Applied Design Patterns Book PDF

Author : Rick Copeland
Publisher : "O'Reilly Media, Inc."
Page : 176 pages
File Size : 41,7 Mb
Release : 2013-03-04
Category : Computers
ISBN : 9781449340070

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MongoDB Applied Design Patterns by Rick Copeland Pdf

Whether you’re building a social media site or an internal-use enterprise application, this hands-on guide shows you the connection between MongoDB and the business problems it’s designed to solve. You’ll learn how to apply MongoDB design patterns to several challenging domains, such as ecommerce, content management, and online gaming. Using Python and JavaScript code examples, you’ll discover how MongoDB lets you scale your data model while simplifying the development process. Many businesses launch NoSQL databases without understanding the techniques for using their features most effectively. This book demonstrates the benefits of document embedding, polymorphic schemas, and other MongoDB patterns for tackling specific big data use cases, including: Operational intelligence: Perform real-time analytics of business data Ecommerce: Use MongoDB as a product catalog master or inventory management system Content management: Learn methods for storing content nodes, binary assets, and discussions Online advertising networks: Apply techniques for frequency capping ad impressions, and keyword targeting and bidding Social networking: Learn how to store a complex social graph, modeled after Google+ Online gaming: Provide concurrent access to character and world data for a multiplayer role-playing game

MongoDB Applied Design Patterns

Rick Copeland
MongoDB Applied Design Patterns Book PDF

Author : Rick Copeland
Publisher : "O'Reilly Media, Inc."
Page : 176 pages
File Size : 50,6 Mb
Release : 2013-03-15
Category : Computers
ISBN : 9781449340049

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MongoDB Applied Design Patterns by Rick Copeland Pdf

Whether you're building the newest and hottest social media web site or developing an internal-use-only enterprise business intelligence application, scaling your data model has never been more important. Traditional relational databases, while familiar, present significant challenges and complications when trying to scale up to such "big data" needs. Into this world steps MongoDB, a leading NoSQL database, to address these scaling challenges while also simplifying the process of development. However, in all the hype surrounding big data, many sites have launched their business on NoSQL databases without an understanding of the techniques necessary to effectively use the features of their chosen database. MongoDB Applied Design Patterns provides the much-needed connection between the features of MongoDB and the business problems that it is suited to solve. The book's focus on the practical aspects of the MongoDB implementation makes it an ideal purchase for developers charged with bringing MongoDB's scalability to bear on the particular problem you've been tasked to solve.

Design Patterns

Erich Gamma,Richard Helm,Ralph Johnson,John Vlissides
Design Patterns Book PDF

Author : Erich Gamma,Richard Helm,Ralph Johnson,John Vlissides
Publisher : Pearson Deutschland GmbH
Page : 512 pages
File Size : 50,6 Mb
Release : 1995
Category : Business & Economics
ISBN : 3827328241

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Design Patterns by Erich Gamma,Richard Helm,Ralph Johnson,John Vlissides Pdf

Software -- Software Engineering.

MapReduce Design Patterns

Donald Miner,Adam Shook
MapReduce Design Patterns Book PDF

Author : Donald Miner,Adam Shook
Publisher : "O'Reilly Media, Inc."
Page : 250 pages
File Size : 51,7 Mb
Release : 2012-11-21
Category : Computers
ISBN : 9781449341985

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MapReduce Design Patterns by Donald Miner,Adam Shook Pdf

Until now, design patterns for the MapReduce framework have been scattered among various research papers, blogs, and books. This handy guide brings together a unique collection of valuable MapReduce patterns that will save you time and effort regardless of the domain, language, or development framework you’re using. Each pattern is explained in context, with pitfalls and caveats clearly identified to help you avoid common design mistakes when modeling your big data architecture. This book also provides a complete overview of MapReduce that explains its origins and implementations, and why design patterns are so important. All code examples are written for Hadoop. Summarization patterns: get a top-level view by summarizing and grouping data Filtering patterns: view data subsets such as records generated from one user Data organization patterns: reorganize data to work with other systems, or to make MapReduce analysis easier Join patterns: analyze different datasets together to discover interesting relationships Metapatterns: piece together several patterns to solve multi-stage problems, or to perform several analytics in the same job Input and output patterns: customize the way you use Hadoop to load or store data "A clear exposition of MapReduce programs for common data processing patterns—this book is indespensible for anyone using Hadoop." --Tom White, author of Hadoop: The Definitive Guide

Design Patterns for Cloud Native Applications

Kasun Indrasiri,Sriskandarajah Suhothayan
Design Patterns for Cloud Native Applications Book PDF

Author : Kasun Indrasiri,Sriskandarajah Suhothayan
Publisher : "O'Reilly Media, Inc."
Page : 314 pages
File Size : 41,6 Mb
Release : 2021-05-17
Category : Computers
ISBN : 9781492090687

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Design Patterns for Cloud Native Applications by Kasun Indrasiri,Sriskandarajah Suhothayan Pdf

With the immense cost savings and scalability the cloud provides, the rationale for building cloud native applications is no longer in question. The real issue is how. With this practical guide, developers will learn about the most commonly used design patterns for building cloud native applications using APIs, data, events, and streams in both greenfield and brownfield development. You'll learn how to incrementally design, develop, and deploy large and effective cloud native applications that you can manage and maintain at scale with minimal cost, time, and effort. Authors Kasun Indrasiri and Sriskandarajah Suhothayan highlight use cases that effectively demonstrate the challenges you might encounter at each step. Learn the fundamentals of cloud native applications Explore key cloud native communication, connectivity, and composition patterns Learn decentralized data management techniques Use event-driven architecture to build distributed and scalable cloud native applications Explore the most commonly used patterns for API management and consumption Examine some of the tools and technologies you'll need for building cloud native systems

Building Node Applications with MongoDB and Backbone

Mike Wilson
Building Node Applications with MongoDB and Backbone Book PDF

Author : Mike Wilson
Publisher : "O'Reilly Media, Inc."
Page : 204 pages
File Size : 53,6 Mb
Release : 2012-12-11
Category : Computers
ISBN : 9781449337766

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Building Node Applications with MongoDB and Backbone by Mike Wilson Pdf

Build an application from backend to browser with Node.js, and kick open the doors to real-time event programming. With this hands-on book, you’ll learn how to create a social network application similar to LinkedIn and Facebook, but with a real-time twist. And you’ll build it with just one programming language: JavaScript. If you’re an experienced web developer unfamiliar with JavaScript, the book’s first section introduces you to the project’s core technologies: Node.js, Backbone.js, and the MongoDB data store. You’ll then launch into the project—a highly responsive, highly scalable application—guided by clear explanations and lots of code examples. Learn about key modules in Node.js for building real-time apps Use the Backbone.js framework to write clean browser code, and maintain better data integration with MongoDB Structure project files as a foundation for code that will arrive later Create user accounts and learn how to secure the data Use Backbone.js templates to build the application’s UIs, and integrate access control with Node.js Develop a contact list to help users link to and track other accounts Use Socket.io to create real-time chat functionality Extend your UIs to give users up-to-the-minute information

MongoDB: The Definitive Guide

Kristina Chodorow
MongoDB The Definitive Guide Book PDF

Author : Kristina Chodorow
Publisher : "O'Reilly Media, Inc."
Page : 610 pages
File Size : 40,8 Mb
Release : 2013-05-10
Category : Computers
ISBN : 9781449344818

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MongoDB: The Definitive Guide by Kristina Chodorow Pdf

Manage the huMONGOus amount of data collected through your web application with MongoDB. This authoritative introduction—written by a core contributor to the project—shows you the many advantages of using document-oriented databases, and demonstrates how this reliable, high-performance system allows for almost infinite horizontal scalability. This updated second edition provides guidance for database developers, advanced configuration for system administrators, and an overview of the concepts and use cases for other people on your project. Ideal for NoSQL newcomers and experienced MongoDB users alike, this guide provides numerous real-world schema design examples. Get started with MongoDB core concepts and vocabulary Perform basic write operations at different levels of safety and speed Create complex queries, with options for limiting, skipping, and sorting results Design an application that works well with MongoDB Aggregate data, including counting, finding distinct values, grouping documents, and using MapReduce Gather and interpret statistics about your collections and databases Set up replica sets and automatic failover in MongoDB Use sharding to scale horizontally, and learn how it impacts applications Delve into monitoring, security and authentication, backup/restore, and other administrative tasks

Spring Data

Mark Pollack,Oliver Gierke,Thomas Risberg
Spring Data Book PDF

Author : Mark Pollack,Oliver Gierke,Thomas Risberg
Publisher : "O'Reilly Media, Inc."
Page : 315 pages
File Size : 52,8 Mb
Release : 2012-10-24
Category : Computers
ISBN : 9781449323950

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Spring Data by Mark Pollack,Oliver Gierke,Thomas Risberg Pdf

You can choose several data access frameworks when building Java enterprise applications that work with relational databases. But what about big data? This hands-on introduction shows you how Spring Data makes it relatively easy to build applications across a wide range of new data access technologies such as NoSQL and Hadoop. Through several sample projects, you’ll learn how Spring Data provides a consistent programming model that retains NoSQL-specific features and capabilities, and helps you develop Hadoop applications across a wide range of use-cases such as data analysis, event stream processing, and workflow. You’ll also discover the features Spring Data adds to Spring’s existing JPA and JDBC support for writing RDBMS-based data access layers. Learn about Spring’s template helper classes to simplify the use of database-specific functionality Explore Spring Data’s repository abstraction and advanced query functionality Use Spring Data with Redis (key/value store), HBase (column-family), MongoDB (document database), and Neo4j (graph database) Discover the GemFire distributed data grid solution Export Spring Data JPA-managed entities to the Web as RESTful web services Simplify the development of HBase applications, using a lightweight object-mapping framework Build example big-data pipelines with Spring Batch and Spring Integration

Microservices Patterns

Chris Richardson
Microservices Patterns Book PDF

Author : Chris Richardson
Publisher : Simon and Schuster
Page : 520 pages
File Size : 43,5 Mb
Release : 2018-10-27
Category : Computers
ISBN : 9781638356325

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Microservices Patterns by Chris Richardson Pdf

"A comprehensive overview of the challenges teams face when moving to microservices, with industry-tested solutions to these problems." - Tim Moore, Lightbend 44 reusable patterns to develop and deploy reliable production-quality microservices-based applications, with worked examples in Java Key Features 44 design patterns for building and deploying microservices applications Drawing on decades of unique experience from author and microservice architecture pioneer Chris Richardson A pragmatic approach to the benefits and the drawbacks of microservices architecture Solve service decomposition, transaction management, and inter-service communication Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Microservices Patterns teaches you 44 reusable patterns to reliably develop and deploy production-quality microservices-based applications. This invaluable set of design patterns builds on decades of distributed system experience, adding new patterns for composing services into systems that scale and perform under real-world conditions. More than just a patterns catalog, this practical guide with worked examples offers industry-tested advice to help you design, implement, test, and deploy your microservices-based application. What You Will Learn How (and why!) to use microservices architecture Service decomposition strategies Transaction management and querying patterns Effective testing strategies Deployment patterns This Book Is Written For Written for enterprise developers familiar with standard enterprise application architecture. Examples are in Java. About The Author Chris Richardson is a Java Champion, a JavaOne rock star, author of Manning’s POJOs in Action, and creator of the original CloudFoundry.com. Table of Contents Escaping monolithic hell Decomposition strategies Interprocess communication in a microservice architecture Managing transactions with sagas Designing business logic in a microservice architecture Developing business logic with event sourcing Implementing queries in a microservice architecture External API patterns Testing microservices: part 1 Testing microservices: part 2 Developing production-ready services Deploying microservices Refactoring to microservices

NoSQL for Mere Mortals

Dan Sullivan
NoSQL for Mere Mortals Book PDF

Author : Dan Sullivan
Publisher : Addison-Wesley Professional
Page : 546 pages
File Size : 40,6 Mb
Release : 2015-04-06
Category : Computers
ISBN : 9780134029887

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NoSQL for Mere Mortals by Dan Sullivan Pdf

The Easy, Common-Sense Guide to Solving Real Problems with NoSQL The Mere Mortals® tutorials have earned worldwide praise as the clearest, simplest way to master essential database technologies. Now, there’s one for today’s exciting new NoSQL databases. NoSQL for Mere Mortals guides you through solving real problems with NoSQL and achieving unprecedented scalability, cost efficiency, flexibility, and availability. Drawing on 20+ years of cutting-edge database experience, Dan Sullivan explains the advantages, use cases, and terminology associated with all four main categories of NoSQL databases: key-value, document, column family, and graph databases. For each, he introduces pragmatic best practices for building high-value applications. Through step-by-step examples, you’ll discover how to choose the right database for each task, and use it the right way. Coverage includes --Getting started: What NoSQL databases are, how they differ from relational databases, when to use them, and when not to Data management principles and design criteria: Essential knowledge for creating any database solution, NoSQL or relational --Key-value databases: Gaining more utility from data structures --Document databases: Schemaless databases, normalization and denormalization, mutable documents, indexing, and design patterns --Column family databases: Google’s BigTable design, table design, indexing, partitioning, and Big Data Graph databases: Graph/network modeling, design tips, query methods, and traps to avoid Whether you’re a database developer, data modeler, database user, or student, learning NoSQL can open up immense new opportunities. As thousands of database professionals already know, For Mere Mortals is the fastest, easiest route to mastery.

Design Patterns and Best Practices in Java

Kamalmeet Singh,Adrian Ianculescu,Lucian-Paul Torje
Design Patterns and Best Practices in Java Book PDF

Author : Kamalmeet Singh,Adrian Ianculescu,Lucian-Paul Torje
Publisher : Packt Publishing Ltd
Page : 272 pages
File Size : 53,7 Mb
Release : 2018-06-27
Category : Computers
ISBN : 9781786469014

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Design Patterns and Best Practices in Java by Kamalmeet Singh,Adrian Ianculescu,Lucian-Paul Torje Pdf

Create various design patterns to master the art of solving problems using Java Key Features This book demonstrates the shift from OOP to functional programming and covers reactive and functional patterns in a clear and step-by-step manner All the design patterns come with a practical use case as part of the explanation, which will improve your productivity Tackle all kinds of performance-related issues and streamline your development Book Description Having a knowledge of design patterns enables you, as a developer, to improve your code base, promote code reuse, and make the architecture more robust. As languages evolve, new features take time to fully understand before they are adopted en masse. The mission of this book is to ease the adoption of the latest trends and provide good practices for programmers. We focus on showing you the practical aspects of smarter coding in Java. We'll start off by going over object-oriented (OOP) and functional programming (FP) paradigms, moving on to describe the most frequently used design patterns in their classical format and explain how Java’s functional programming features are changing them. You will learn to enhance implementations by mixing OOP and FP, and finally get to know about the reactive programming model, where FP and OOP are used in conjunction with a view to writing better code. Gradually, the book will show you the latest trends in architecture, moving from MVC to microservices and serverless architecture. We will finish off by highlighting the new Java features and best practices. By the end of the book, you will be able to efficiently address common problems faced while developing applications and be comfortable working on scalable and maintainable projects of any size. What you will learn Understand the OOP and FP paradigms Explore the traditional Java design patterns Get to know the new functional features of Java See how design patterns are changed and affected by the new features Discover what reactive programming is and why is it the natural augmentation of FP Work with reactive design patterns and find the best ways to solve common problems using them See the latest trends in architecture and the shift from MVC to serverless applications Use best practices when working with the new features Who this book is for This book is for those who are familiar with Java development and want to be in the driver’s seat when it comes to modern development techniques. Basic OOP Java programming experience and elementary familiarity with Java is expected.

Scaling MongoDB

Kristina Chodorow
Scaling MongoDB Book PDF

Author : Kristina Chodorow
Publisher : "O'Reilly Media, Inc."
Page : 66 pages
File Size : 49,9 Mb
Release : 2011-01-31
Category : Computers
ISBN : 1449303870

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Scaling MongoDB by Kristina Chodorow Pdf

Create a MongoDB cluster that will grow to meet the needs of your application. With this short and concise book, you'll get guidelines for setting up and using clusters to store a large volume of data, and learn how to access the data efficiently. In the process, you'll understand how to make your application work with a distributed database system. Scaling MongoDB will help you: Set up a MongoDB cluster through sharding Work with a cluster to query and update data Operate, monitor, and backup your cluster Plan your application to deal with outages By following the advice in this book, you'll be well on your way to building and running an efficient, predictable distributed system using MongoDB.

MongoDB in Action

Kyle Banker
MongoDB in Action Book PDF

Author : Kyle Banker
Publisher : Manning Publications
Page : 0 pages
File Size : 55,8 Mb
Release : 2012
Category : Computers
ISBN : 1935182870

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MongoDB in Action by Kyle Banker Pdf

This comprehensive guide book begins by explaining what makes MongoDB unique. A series of tutorials designed for MongoDB mastery then leads into detailed examples for leveraging MongoDB in e-commerce, social networking, analytics, and other common applications.

Mongodb in Action

Kyle Banker,Peter Bakkum,Tim Hawkins,Shaun Verch,Doug Garrett
Mongodb in Action Book PDF

Author : Kyle Banker,Peter Bakkum,Tim Hawkins,Shaun Verch,Doug Garrett
Publisher : Manning Publications
Page : 375 pages
File Size : 52,7 Mb
Release : 2015-01-15
Category : Computers
ISBN : 1617291609

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Mongodb in Action by Kyle Banker,Peter Bakkum,Tim Hawkins,Shaun Verch,Doug Garrett Pdf

Application developers love MongoDB, a document-oriented NoSQL database, for its speed, flexibility, scalability, and ease of use. MongoDB is well-suited as a back-end for modern web applications. Its schema-free design encourages rapid application development, and built-in replication and auto-sharding architecture allow for massive parallel distribution. Production deployments at SourceForge, Foursquare, and Shutterfly demonstrate daily that MongoDB is up to real-world challenges. MongoDB in Action, Second Edition is a comprehensive guide to MongoDB version 2.6. It begins with a general overview of current database systems, explaining what makes MongoDB unique and describing its ideal use cases. Then, a series of tutorials lead into detailed examples for leveraging MongoDB in e-commerce, social networking, and other common applications. A reference section on schema design patterns helps ease the transition from the relational data model of SQL to MongoDB's document-based data model. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

Seven NoSQL Databases in a Week

Xun (Brian) Wu,Sudarshan Kadambi,Devram Kandhare,Aaron Ploetz
Seven NoSQL Databases in a Week Book PDF

Author : Xun (Brian) Wu,Sudarshan Kadambi,Devram Kandhare,Aaron Ploetz
Publisher : Packt Publishing Ltd
Page : 303 pages
File Size : 40,5 Mb
Release : 2018-03-29
Category : Computers
ISBN : 9781787127142

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Seven NoSQL Databases in a Week by Xun (Brian) Wu,Sudarshan Kadambi,Devram Kandhare,Aaron Ploetz Pdf

A beginner's guide to get you up and running with Cassandra, DynamoDB, HBase, InfluxDB, MongoDB, Neo4j, and Redis Key Features Covers the basics of 7 NoSQL databases and how they are used in the enterprises Quick introduction to MongoDB, DynamoDB, Redis, Cassandra, Neo4j, InfluxDB, and HBase Includes effective techniques for database querying and management Book Description This is the golden age of open source NoSQL databases. With enterprises having to work with large amounts of unstructured data and moving away from expensive monolithic architecture, the adoption of NoSQL databases is rapidly increasing. Being familiar with the popular NoSQL databases and knowing how to use them is a must for budding DBAs and developers. This book introduces you to the different types of NoSQL databases and gets you started with seven of the most popular NoSQL databases used by enterprises today. We start off with a brief overview of what NoSQL databases are, followed by an explanation of why and when to use them. The book then covers the seven most popular databases in each of these categories: MongoDB, Amazon DynamoDB, Redis, HBase, Cassandra, InfluxDB, and Neo4j. The book doesn't go into too much detail about each database but teaches you enough to get started with them. By the end of this book, you will have a thorough understanding of the different NoSQL databases and their functionalities, empowering you to select and use the right database according to your needs. What you will learn Understand how MongoDB provides high-performance, high-availability, and automatic scaling Interact with your Neo4j instances via database queries, Python scripts, and Java application code Get familiar with common querying and programming methods to interact with Redis Study the different types of problems Cassandra can solve Work with HBase components to support common operations such as creating tables and reading/writing data Discover data models and work with CRUD operations using DynamoDB Discover what makes InfluxDB a great choice for working with time-series data Who this book is for If you are a budding DBA or a developer who wants to get started with the fundamentals of NoSQL databases, this book is for you. Relational DBAs who want to get insights into the various offerings of popular NoSQL databases will also find this book to be very useful.