From Algorithms and Data Structures for Massive Datasets by Dzejla Medjedovic, Emin Tahirovic, and Ines Dedovic

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Data structures and algorithms that are great for traditional software may quickly slow or fail altogether when applied to huge datasets.¬†Algorithms and Data Structures for Massive Datasets¬†introduces a toolbox of new techniques that are perfect for handling modern big data applications. You’ll discover methods for reducing and sketching data so it fits in small memory without losing accuracy, and unlock the algorithms and data structures that form the backbone of a big data system. Filled with fun illustrations and examples from real-world businesses, you’ll learn how each of these complex techniques can be practically applied to maximize the accuracy and throughput of big data processing and analytics.