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Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis

Manteiga, Minia; Dafonte, Carlos; Garabato, Daniel +1 more

Analyzing huge amounts of data becomes essential in the era of Big Data, where databases are populated with hundreds of Gigabytes that must be processed to extract knowledge. Hence, classical algorithms must be adapted towards distributed computing methodologies that leverage the underlying computational power of these platforms. Here, a parallel,…