An introductory text is preferable. Topics relevant (not a deal-breaker if not covered): Poisson process, Markov chains, renewal theory, models for queuing, and reliability.
Also, in the future I'd like to dabble in stochastic calculus, but my background in measure theory is non-existent. I've...