This article provides solutions to probability and statistics questions on topics such as Poisson distribution, Markov chains, queuing systems, and more. It includes calculations for expected number of critical failures, probability density function, birth and death rates in queuing systems, limiting distribution, and thickness of layers. The content is relevant for students studying various courses in different colleges and universities.