I search and didn’t find any satisfying answer anywhere. What is NUMA and why this technology comes in picture, what advantage i can get from it?

Update

How we can take advantage of technology if using common application like apache, HA proxy or any other application. Does application need to aware of NUMA hardware/technology?

Trying to understand how to utilize NUMA.