Distributed machine learning on public clouds

• Main Author: Lim, Ernest Woon Teng
• Other Authors: Ta Nguyen Binh Duong
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/76892
• Institution: 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...