If an application fails to deliver functionality within an expected timeframe, it might as well not work at all. Imagine a real-time delivery app that sporadically skips notifications. Trust breaks down, and soon you’re manually checking the front door for packages—or worse, you find melted ice cream on the porch because your “real-time” app failed you. The lesson? Functionality and timely delivery are inseparable and essential.
Speed: The king of software
Ensuring software operates promptly is just as crucial as ensuring it functions properly. The software solution has to be fast enough to meet the business requirements. Software that operates too slowly for its intended purpose effectively doesn’t operate at all.
One way to evaluate efficiency and performance is by using one of the first computer science concepts encountered by most programmers- Big O Notation. It is a mathematical tool that describes the worst-case efficiency for an algorithm. With Big O Notation, we can rank an algorithm against other alternatives in terms of efficiency - and, therefore, execution time.





