Main Books

#1 Introduction to Probabilities by Bertsekas, 2nd edition.

#2 Performance Modeling and Design of Computer Systems: Queueing Theory in Action, by Harchol-Balter.

#3 Simulation Modeling and Analysis, by Averill M. Law.

Further Reading

#4 Probability, Statistics,and Random Processes for Electrical Engineering, by Alberto Leon-Garcia.

#5 System Modeling and Analysis: Foundations of System Performance Evaluation, by Kobayashi.

#6 The Art of Computer Systems Performance Analysis: Techniques for Experimental Design, Measurement, Simulation, and Modeling, by Jain.