Optimization for efficient data communication in distributed machine training system

The rising trend of deep learning causes the complexity and scale of machine learning to increase exponentially. But, the complexity is limited by hardware processing speed. To solve the issue, there are a few machine learning frameworks online, which support distributed training on multiple nodes....

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Bibliographic Details
Main Author: Gan, Hsien Yan
Other Authors: Wen Yonggang
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/72923
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Institution: Nanyang Technological University
Language: English