Sfoglia per Soggetto "Supervised classifiers"

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Evaluating the Effects of Modern Storage Devices on the Efficiency of Parallel Machine Learning Algorithms

Akritidis L., Fevgas A., Tsompanopoulou P., Bozanis P. (2020)

Big Data analytics is presently one of the most emerging areas of research for both organizations and enterprises. The requirement for deployment of efficient machine learning algorithms over huge amounts of data led to ...
Investigating the efficiency of machine learning algorithms on mapreduce clusters with SSDs

Akritidis L., Fevgas A., Tsompanopoulou P., Bozanis P. (2018)

In the big data era, the efficient processing of large volumes of data has became a standard requirement for both organizations and enterprises. Since single workstations cannot sustain such tremendous workloads, MapReduce ...