Survival analysis often involves censored data. In the presence of censored data, statistical power depends not so much on the overall sample size, but instead depends on the number of non-censored (failed) observations.
References to guidelines are available in the document "Course Outline - Survival and Reliability Analysis Methods.pdf" at (link).