Book Image

Mastering Apache Cassandra

By : Nishant Neeraj
Book Image

Mastering Apache Cassandra

By: Nishant Neeraj

Overview of this book

<p>Apache Cassandra is the perfect choice for building fault tolerant and scalable databases. Implementing Cassandra will enable you to take advantage of its features which include replication of data across multiple datacenters with lower latency rates. This book details these features that will guide you towards mastering the art of building high performing databases without compromising on performance.</p> <p>Mastering Apache Cassandra aims to give enough knowledge to enable you to program pragmatically and help you understand the limitations of Cassandra. You will also learn how to deploy a production setup and monitor it, understand what happens under the hood, and how to optimize and integrate it with other software.</p> <p>Mastering Apache Cassandra begins with a discussion on understanding Cassandra’s philosophy and design decisions while helping you understand how you can implement it to resolve business issues and run complex applications simultaneously.</p> <p>You will also get to know about how various components of Cassandra work with each other to give a robust distributed system. The different mechanisms that it provides to solve old problems in new ways are not as twisted as they seem; Cassandra is all about simplicity. Learn how to set up a cluster that can face a tornado of data reads and writes without wincing.</p> <p>If you are a beginner, you can use the examples to help you play around with Cassandra and test the water. If you are at an intermediate level, you may prefer to use this guide to help you dive into the architecture. To a DevOp, this book will help you manage and optimize your infrastructure. To a CTO, this book will help you unleash the power of Cassandra and discover the resources that it requires.</p>
Table of Contents (17 chapters)
Mastering Apache Cassandra
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Index

Performance tuning


With stress tests completed, you might have identified the key areas for improvement. The broadest area that you can categorize performance tuning into is the read and write performance area. But there may be worries such as the I/O contention (compaction tuning) on servers. Apart from these, there may be several external factors, for example, slow disk, shared resources (such as shared CPU), and connectivity issues. We are not going to discuss external factors here. The assumption is that you will have sufficient resources allocated to the Cassandra servers. This section will discuss various tweaks to get Cassandra performing the best that it can within the given resources.

Write performance

Cassandra writes are sequential; all it needs to do is to append to commit log and put in memory. There is not much that can be done internally to Cassandra settings to tweak writes. However, if disk writes are fast, and somehow I/O contentions can be lowered due to multiple things...