S. Ross, A First Course in Probability, 7th ed., Prentice-Hall.
K. Trivedi, Probability and Statistics with Reliability, Queuing, and Computer Science Applications, Prentice-Hall.
B. V. Gnedenko, The Theory of Probability (Russian original or English translation).