Distributed machine learning on public clouds

• 主要作者: Lim, Ernest Woon Teng
• 其他作者: Ta Nguyen Binh Duong
• 格式: Final Year Project
• 語言: English
• 出版: 2019
• 主題: DRNTU::Engineering::Computer science and engineering
• 在線閱讀: http://hdl.handle.net/10356/76892
• 機構: 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...