Hi
A good place to start would be perhaps some introduction to ADC. Here is a link to a good app note covering the basic concepts.
http://www.ti.com/lit/an/slaa510/slaa510.pdf
System relevance of these parameters is solely based on the needs of the system in question and that is something you as the designer will have to decide what is needed for your system.
Ken