Distributed machine learning on public clouds

• المؤلف الرئيسي: Lim, Ernest Woon Teng
• مؤلفون آخرون: Ta Nguyen Binh Duong
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2019
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/76892
• المؤسسة: Nanyang Technological University

Machine learning (ML) aims to construct predictive models from example input data. Conventional ML systems like Caffe could have acceptable model training time on a single machine when dealing with a moderate amount of data. However, they may not be able to cope with very large training data sets, s...