Skip to Content
The Art of Capacity Planning, 2nd Edition
book

The Art of Capacity Planning, 2nd Edition

by Arun Kejariwal, John Allspaw
September 2017
Intermediate to advanced
236 pages
6h 37m
English
O'Reilly Media, Inc.
Content preview from The Art of Capacity Planning, 2nd Edition

APPENDIX A

Virtualization

Among others, two goals of capacity planning are to employ the resources that your organization has at hand in the most efficient manner, and to predict future needs based on the patterns of current use. For well-defined workloads, you potentially can get pretty close to utilizing most of the hardware resources for each class of server you have, such as databases, web servers, and storage devices. Unfortunately, web application workloads are rarely (if ever) perfectly aligned with the available hardware resources.

Image

In such circumstances, you end up with inefficiencies in usage of available capacity. For example, if you know that a database’s specific ceiling (limit) is determined by its memory or disk usage, but meanwhile it uses very little CPU, there’s no reason to buy servers with two quad-core CPUs. That resource (and investment) will simply be wasted unless you direct the server to work on other CPU-intensive tasks. Even buying a single CPU can be overkill. But often, that’s all that’s available, so you end up with idle resources. It’s the continual need to balance correct resources to workload demand that makes capacity planning so important, and in recent years some technologies and approaches have emerged that render this balance easier to manage, with ever-finer granularity.

Overview

There are many definitions of virtualization. In general, virtualization ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

The Art of Capacity Planning

The Art of Capacity Planning

John Allspaw
The Goal

The Goal

Eliyahu M. Goldratt, Jeff Cox

Publisher Resources

ISBN: 9781491939192Errata Page