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.

Further Reading

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

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