Big data analytics and automation in post-silicon

This paper presents the authors’ knowledge of silicon post-processing during their internship at MediaTek and the verification of how to solve the problems of high manual mechanical workload, low efficiency, and high error rate in this field. The authors developed a series of automation software...

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Main Author:	Wang, Yifei
Other Authors:	Wang Hong
Format:	Thesis-Master by Coursework
Language:	English
Published:	Nanyang Technological University 2023
Subjects:	Engineering::Electrical and electronic engineering
Online Access:	https://hdl.handle.net/10356/166479
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Institution:	Nanyang Technological University
Language:	English

id	sg-ntu-dr.10356-166479
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spelling	sg-ntu-dr.10356-1664792023-07-04T16:35:43Z Big data analytics and automation in post-silicon Wang, Yifei Wang Hong School of Electrical and Electronic Engineering Technical University of Munich EWANGHONG@ntu.edu.sg Engineering::Electrical and electronic engineering This paper presents the authors’ knowledge of silicon post-processing during their internship at MediaTek and the verification of how to solve the problems of high manual mechanical workload, low efficiency, and high error rate in this field. The authors developed a series of automation software and integrated it into an information system through big data technology, which will effectively improve the speed and accuracy of the company’s future silicon post-processing. At the time of the first draft of this paper, the information system was still under development while one of the automation scripts in the system was being used company-wide. Master of Science (Green Electronics) 2023-04-28T01:37:31Z 2023-04-28T01:37:31Z 2023 Thesis-Master by Coursework Wang, Y. (2023). Big data analytics and automation in post-silicon. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166479 https://hdl.handle.net/10356/166479 en application/pdf Nanyang Technological University
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	Engineering::Electrical and electronic engineering
spellingShingle	Engineering::Electrical and electronic engineering Wang, Yifei Big data analytics and automation in post-silicon
description	This paper presents the authors’ knowledge of silicon post-processing during their internship at MediaTek and the verification of how to solve the problems of high manual mechanical workload, low efficiency, and high error rate in this field. The authors developed a series of automation software and integrated it into an information system through big data technology, which will effectively improve the speed and accuracy of the company’s future silicon post-processing. At the time of the first draft of this paper, the information system was still under development while one of the automation scripts in the system was being used company-wide.
author2	Wang Hong
author_facet	Wang Hong Wang, Yifei
format	Thesis-Master by Coursework
author	Wang, Yifei
author_sort	Wang, Yifei
title	Big data analytics and automation in post-silicon
title_short	Big data analytics and automation in post-silicon
title_full	Big data analytics and automation in post-silicon
title_fullStr	Big data analytics and automation in post-silicon
title_full_unstemmed	Big data analytics and automation in post-silicon
title_sort	big data analytics and automation in post-silicon
publisher	Nanyang Technological University
publishDate	2023
url	https://hdl.handle.net/10356/166479
_version_	1772828708895195136

Big data analytics and automation in post-silicon

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