Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks. - 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 (Concurr. Comput. Pract. Exp., 2022)