Survival, Cox Regression, Kaplan Meier, Weibull Distribution, Accelerated Failure Time.
Analysis is quite straightforward. The power of the comparison depends on the number of events. Not the sample size. To compare treatments / groups you can use the Kaplan-Meier estimator who will test for statistical significance between two or more groups. To gain more insights, also look at