A technical book about popular space-efficient data structures and fast algorithms that are extremely useful in modern Big Data applications. The purpose of thi

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that ca

A comprehensive introduction to flexible, efficient tools for describing massive data sets to improve the scalability of data analysis.

Randomization and probabilistic techniques play an important role in modern computer science, with applications ranging from combinatorial optimization and mach

Describes several useful paradigms for the design and implementation of efficient external memory (EM) algorithms and data structures. The problem domains consi