Field-programmable gate array based fog analytic node architecture with reconfigurable application plane

Fog computing extends computer networks by embedding analytics into intermediary network devices that are closer to data sources. Fog computing processes sensors data locally, conserves network bandwidth, improves process efficiency, and protects information privacy. However, a fog computing node de...

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Bibliographic Details
Main Author:	Tan, Tze Hon
Format:	Thesis
Language:	English
Published:	2022
Subjects:	TK Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/99580/1/TanTzeHonPSKE2022.pdf.pdf
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id	my-utm-ep.99580
record_format	uketd_dc
spelling	my-utm-ep.995802023-03-05T07:28:25Z Field-programmable gate array based fog analytic node architecture with reconfigurable application plane 2022 Tan, Tze Hon TK Electrical engineering. Electronics Nuclear engineering Fog computing extends computer networks by embedding analytics into intermediary network devices that are closer to data sources. Fog computing processes sensors data locally, conserves network bandwidth, improves process efficiency, and protects information privacy. However, a fog computing node demands high throughput, low latency, and high energy efficiency in data and packet processing. Besides, a fog node needs high architectural flexibility to enable timely functional updates for maintaining the relevancy of hosted analytics. This thesis proposes a fieldprogrammable gate array (FPGA) based fog node architecture with reconfigurable application plane for fog analytics. The proposed fog node’s application plane can be remotely reconfigured at run-time to enable dynamic redeployment of various fog analytics. The reconfigurable application plane allows run-time queuing scheme alteration to prioritize certain network ports and supports scaling on processing entity to cope with increased application loads. 2022 Thesis http://eprints.utm.my/id/eprint/99580/ http://eprints.utm.my/id/eprint/99580/1/TanTzeHonPSKE2022.pdf.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:149281 phd doctoral Universiti Teknologi Malaysia Faculty of Engineering - School of Electrical Engineering
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Tan, Tze Hon Field-programmable gate array based fog analytic node architecture with reconfigurable application plane
description	Fog computing extends computer networks by embedding analytics into intermediary network devices that are closer to data sources. Fog computing processes sensors data locally, conserves network bandwidth, improves process efficiency, and protects information privacy. However, a fog computing node demands high throughput, low latency, and high energy efficiency in data and packet processing. Besides, a fog node needs high architectural flexibility to enable timely functional updates for maintaining the relevancy of hosted analytics. This thesis proposes a fieldprogrammable gate array (FPGA) based fog node architecture with reconfigurable application plane for fog analytics. The proposed fog node’s application plane can be remotely reconfigured at run-time to enable dynamic redeployment of various fog analytics. The reconfigurable application plane allows run-time queuing scheme alteration to prioritize certain network ports and supports scaling on processing entity to cope with increased application loads.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Tan, Tze Hon
author_facet	Tan, Tze Hon
author_sort	Tan, Tze Hon
title	Field-programmable gate array based fog analytic node architecture with reconfigurable application plane
title_short	Field-programmable gate array based fog analytic node architecture with reconfigurable application plane
title_full	Field-programmable gate array based fog analytic node architecture with reconfigurable application plane
title_fullStr	Field-programmable gate array based fog analytic node architecture with reconfigurable application plane
title_full_unstemmed	Field-programmable gate array based fog analytic node architecture with reconfigurable application plane
title_sort	field-programmable gate array based fog analytic node architecture with reconfigurable application plane
granting_institution	Universiti Teknologi Malaysia
granting_department	Faculty of Engineering - School of Electrical Engineering
publishDate	2022
url	http://eprints.utm.my/id/eprint/99580/1/TanTzeHonPSKE2022.pdf.pdf
_version_	1776100621528596480

Field-programmable gate array based fog analytic node architecture with reconfigurable application plane

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