Looks like this book heavily intersects with "Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis" by Mitzenmacher/Upfal [0].

[0] https://books.google.com/books?id=E9UlDwAAQBAJ&pg=PA1&source...