Web Reference: Jul 19, 2023 · Over the past few decades, numerous programming models have emerged to address the challenge of processing big data at scale. Undoubtedly, MapReduce stands out as one of the most popular and effective approaches. We provide 10 simple rules that apply whether the infrastructure used is traditional HPC or a more modern cloud service. Our work and experience are in the space of genomics, but the 10 rules we provide here are more general and broadly applicable given our definition of large-scale data analysis. Data processing refers to the end-to-end transformation of raw data into meaningful, actionable insights. Organizations rely on these systems to process structured and unstructured data in real time (or at scale) to make timely and accurate insights and remain competitive.
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