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Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks
Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks
2021
Vibhatha Abeykoon
Geoffrey C. Fox
Minje Kim
Saliya Ekanayake
Supun Kamburugamuve
Kannan Govindarajan
Pulasthi Wickramasinghe
Niranda Perera
Chathura Widanage
Ahmet Uyar
Gurhan Gunduz
Selahatin Akkas
Keywords:
Machine learning
Hybrid system
Dataflow
training
Stochastic gradient descent
Support vector machine
Big data
Artificial intelligence
Computer science
Supercomputer
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