Analyzing the analog behavior of Digital signals- is Signal Integrity Analysis : simplest definition. Refer Eric Bogatin beTheSignal.com to start with..
The definitive tome on signal integrity is 'High-Speed Digital Design' by Howard Johnson and Martin Graham. But a quick tsearch on google for signal integrity will provide hours of interesting reading, and here are a few