Another valuable book for anyone in computer science who ever wants to bound any quantity (so, everyone!) is: The Cauchy-Schwarz Master Class: An Introduction to the Art of Mathematical Inequalities by Michael Steele.
An encyclopedic book on the topic is A Dictionary of Inequalities. While this is not a book for reading cover-to-cover, it is good to have it at your disposal. See also the supplement of the book.
Moreover, Wikipedia has an excellent list of inequalities.
For specific topics, you may consult:
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