Over a million developers have joined DZone.

Does Over-Capacity Hurt Scalability?

· Cloud Zone

Download the Essential Cloud Buyer’s Guide to learn important factors to consider before selecting a provider as well as buying criteria to help you make the best decision for your infrastructure needs, brought to you in partnership with Internap.

You’re a lucky guy. Your web app runs on the biggest server available. It takes a mere 10% CPU and has tons of free memory available. Everything is great. Well, not everything… One tiny, little detail might jump out of the darkness at the worst possible moment…

That tiny, little detail is a collection of inefficiencies you’ve introduced over time. On a dedicated, big iron server, it doesn’t really hurt if a database query takes 0.2 sec. And you didn’t care that the very same query took 2s on your local development box, because you knew it would be “fast enough” (™) on the live site. Well, you’re right…right up to the point where your application has to scale, when you’ve got enough users on the system that even your “big iron” begins to cough and sputter.


Scale-up is not an option if you’re already using top-of-the line hardware

If you’re already running the biggest server available, it’s really hard to scale that box up. So, your remaining options are:

  • Scale-out to other servers
  • Optimize your code

Both options are tedious – especially if your site is under heavy fire. It would be so nice to just upgrade to a bigger server and buy yourself a couple of weeks to optimize your app and prepare for scaling.

Avoiding over-capacity

One way to avoid crashing into such a road-block is to run your application on smaller hardware from day one. Even if you’ve got big iron available, it’s a good idea to put your web app inside a virtual machine, limiting its resources. By doing this, you’ll get early warnings of scalability issues. If you write a query which takes too long, you’ll notice on the same day. If your application gets a load spike, you have some breathing room to scale it up while you’re preparing the scale-out architecture. Working with constrained resources is a good thing because it forces you to do a better job right from the start!

The Cloud Zone is brought to you in partnership with Internap. Read Bare-Metal Cloud 101 to learn about bare-metal cloud and how it has emerged as a way to complement virtualized services.


Published at DZone with permission of Matthias Marschall, DZone MVB. See the original article here.

Opinions expressed by DZone contributors are their own.

The best of DZone straight to your inbox.

Please provide a valid email address.

Thanks for subscribing!

Awesome! Check your inbox to verify your email so you can start receiving the latest in tech news and resources.

{{ parent.title || parent.header.title}}

{{ parent.tldr }}

{{ parent.urlSource.name }}