Introduction to large-scale algorithms

Throughout history, humans have tackled complex problems, from predicting locust swarm locations to discovering the largest prime numbers. Our curiosity and determination have led to continuous innovation in problem-solving methods. The invention of computers was a pivotal moment in this journey, giving us the ability to handle intricate algorithms and calculations. Nowadays, computers enable us to process massive datasets, execute complex computations, and simulate various scenarios with remarkable speed and accuracy.

However, as we encounter increasingly complex challenges, the resources of a single computer often prove insufficient. This is where large-scale algorithms come into play, harnessing the combined power of multiple computers working together. Large-scale algorithm design constitutes a dynamic and extensive field within computer science, focusing on creating and analyzing algorithms that efficiently utilize the computational...