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When To Use Hardware Upgrade Instead Of Software Optimization

· Performance Zone

See Gartner’s latest research on the application performance monitoring landscape and how APM suites are becoming more and more critical to the business, brought to you in partnership with AppDynamics.

One typical question which frequently pops up is whenever it is better to use hardware upgrade or optimize software more. I already wrote about it, for example here.

Today I’ll look at the same topic from the consultants view. When consultant should suggest hardware upgrade and when it is not in a simple checklist form.

How good is hardware ? Sometimes people use so crappy hardware it would be much cheaper for them to upgrade before purchasing much of professional services. Though in some cases people like their system to be optimal and so they want to run it on some old box even if it costs them more to optimize it. It may be valid choice allowing to take a hardware boost later down the road when you need a major performance increase and do not have a time for big application changes.

Is current hardware usage balanced ? Say you have 10 servers one of them is overloaded and 8 are almost idle. In this case proper balancing is the answer rather than getting more hardware. Of course not all of the applications can be easily balanced but it is also surprising how many cases of people with reasonable sharded or replicated architecture suffer from wrong balance. Balancing can be simple operations act or require application changes which is another variable.

Are there any spikes in hardware use ? Often performance problems happen only Sometimes….. for example nightly when you do a backup or at 15 minutes off hour when you have some cron job running. In such cases evening out the usage is often better choice than hardware upgrade and it also can be done easily.

Is MySQL, Queries, Architecture optimized well enough ? Do not advice hardware upgrade as the first thing when you can triple performance by simple my.cnf change. Well enough is a tricky term though. You need to balance things and see what can be easily done by consultant or the customer and what is not. Adding the indexes is easy. Changing the query in your own application is easy but is hard for third party application, especially if it is close source. Big schema changes, caching, sharding can be even more complication - it depends. The bigger your application is going to be the more optimal you want to be on application level to be efficient.

What is exactly your goal with hardware upgrade ? Same as with software optimizations and changes you do should have a goal. You add the index to avoid full table scan and make given query faster. You add memory to avoid disk IO and make lookups faster. The goal in the application performance - making throughput better, query faster should lead you to goals in hardware (faster random IO, better caching, faster execution) which you can use to understand what needs to be done (gettings SSD, upgrading memory, upgrading CPUs). There are number of balancing questions you have to solve too such as SSD may not need so good in memory caching any more etc. There is no such thing as better hardware really, just hardware which serves application needs better. Many of us probably remember as moving from 4 Core systems to 8 Core reduced performance for many MySQL systems even though hardware itself was superior.

There are surely more things you can look at but these are simple obvious things you can keep in mind. Do you think I should add something else ?

The Performance Zone is brought to you in partnership with AppDynamics.  See Gartner’s latest research on the application performance monitoring landscape and how APM suites are becoming more and more critical to the business.


Published at DZone with permission of Peter Zaitsev, DZone MVB. See the original article here.

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