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Improving the Reliability of Cloud-Based Pre-Trained Machine Learning Models

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thesis
posted on 2022-10-17, 22:56 authored by Alex CummaudoAlex Cummaudo
This thesis identified non-trivial implications to software quality resulting from evolving pre-trained machine learning models served through cloud computing platforms. The study's technological solutions help resolve challenges faced by developers dependent on such 'plug-and-play' technology, both through a novel software architecture that enhances integration robustness and improved service documentation techniques.

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Pagination

369 p.

Open access

Yes

Material type

thesis

Resource type

thesis

Language

eng

Degree type

Research doctorate

Degree name

Ph.D.

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The author

Editor/Contributor(s)

R Vasa, J Grundy

Faculty

A2I2 Applied Artificial Intelligence Institute

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