Performance and Scalability


This chapter is about performance and scalability of databases.

In this context, I am using the following definition for scalability:

Scalability is the ability of a system, network, or process,
to handle a growing amount of work in a capable manner
or
its ability to be enlarged to accommodate that growth.

You see that there are actually two definitions. The first one is about the effects of a growing load on a system and the second is about growing a system to handle more load.

The second definition enjoys much more popularity than the first one. Whenever somebody talks about scalability, it is almost always about using more hardware. Scale-up and scale-out are the respective keywords which were recently complemented by new buzzwords like web-scale.

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It looks great and supports my work on Use The Index, Luke!

Broadly speaking, scalability is about the performance impact of environmental changes. Hardware is just one environmental parameter that can change. This chapter covers other parameters like data volume and system load as well.

If you like my way of explaining things, you’ll love my book.

About the Author

Photo of Markus Winand
Markus Winand tunes developers for high SQL performance. He also published the book SQL Performance Explained and offers in-house training as well as remote coaching at http://winand.at/

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"Order by RAND()" - can use Index?

Feb 23 at 12:06 Markus Winand ♦♦ 936
random index mysql order-by-rand
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index for better performance for a merge operation

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merge index
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Join with inequalities only

Dec 16 '14 at 12:06 Markus Winand ♦♦ 936
inequality join