Models of Computation for Big Data

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The book explores the transformative impact of big data on industrial and academic research, emphasizing the necessity for a paradigm shift in algorithms and mathematical techniques. It highlights the challenges posed by large data sets that exceed memory capacity, advocating for innovative algorithmic approaches to effectively handle these situations. By addressing foundational strengths and contemporary challenges, the book aims to provide practical solutions for leveraging big data in various applications.