Quote by Jim R. Wilson
““I/O-bound programs are constrained by data access. These are programs where adding more processing power or RAM often makes little difference.””
About This Quote
Source Technical article: Performance Optimization, 2015
Programs limited by data access see little gain from more CPU or RAM; bottleneck is I/O.
In simple terms: Data access limits speed more than processing power.
Key Takeaway
Improve data handling and storage.
Themes
performance
I/O
software engineering
Mood
analytical
pragmatic
Type
technical
educational
When to use this quote
- database design
- network optimization
- code profiling
- hardware selection
Key Concepts
bottleneck analysis
resource allocation
Questions to Reflect On
- What is the main I/O bottleneck in your system?
- How can you redesign data flow?
A Different Perspective
Adding resources without addressing I/O may waste cost.
![“Software gets slower faster than hardware gets faster. (Or, sometimes known by] Grove [the head of Intel] giveth and Gates [the head of Microsoft] taketh away.)” quote by Niklaus Wirth](https://sms4smile.com/quotes/img-quotes/f26/niklaus-wirth-16962_computers_software-gets-slower-faster-than-hardwar_14790.jpg)
