Book Image

MongoDB Administrator???s Guide

By : Cyrus Dasadia
Book Image

MongoDB Administrator???s Guide

By: Cyrus Dasadia

Overview of this book

MongoDB is a high-performance and feature-rich NoSQL database that forms the backbone of the systems that power many different organizations. Packed with many features that have become essential for many different types of software professional and incredibly easy to use, this cookbook contains more than 100 recipes to address the everyday challenges of working with MongoDB. Starting with database configuration, you will understand the indexing aspects of MongoDB. The book also includes practical recipes on how you can optimize your database query performance, perform diagnostics, and query debugging. You will also learn how to implement the core administration tasks required for high-availability and scalability, achieved through replica sets and sharding, respectively. You will also implement server security concepts such as authentication, user management, role-based access models, and TLS configuration. You will also learn how to back up and recover your database efficiently and monitor server performance. By the end of this book, you will have all the information you need—along with tips, tricks, and best practices—to implement a high-performance MongoDB solution.
Table of Contents (17 chapters)
Title Page
Credits
About the Author
About the Reviewers
www.PacktPub.com
Customer Feedback
Preface

Figuring out the size of a working set


In this recipe, we will be looking at what a working set is, why is it important, and how to calculate it.

As you probably know, MongoDB relies heavily on caching objects and indexes in RAM. The primary reason to do so is to leverage the speed at which data can be retrieved from RAM as compared to physical disks. Theoretically, a working set is the amount of data accessed by your clients. For performance reasons, it is highly recommended that the server should have sufficient RAM to fit the entire working set while keeping sufficient room for other operations and services running on the same server.

At a high level, the working set comprises the most frequently accessed data and indexes. To get an idea of your database's size, you can run the db.stats() command on the MongoDB shell:

db.stats()

You will get the following result:

{
     "db" : "mydb",
     "collections" : 5,
     "views" : 0,
     "objects" : 100009,
     "avgObjSize" : 239.83617474427302...