Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA

The study captures the entire traffic data stream of the campus network using the SDN architecture, followed by parsing and processing with FPGA technology to generate application-level log data at different levels. Subsequent analysis and mining with big data techniques provide data support for cam...

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Main Authors: YAO Renlong, ZHAO Qiong, HE Haitao, WEI Yujun, LI Enlei
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-11-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024257/
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author YAO Renlong
ZHAO Qiong
HE Haitao
WEI Yujun
LI Enlei
author_facet YAO Renlong
ZHAO Qiong
HE Haitao
WEI Yujun
LI Enlei
author_sort YAO Renlong
collection DOAJ
description The study captures the entire traffic data stream of the campus network using the SDN architecture, followed by parsing and processing with FPGA technology to generate application-level log data at different levels. Subsequent analysis and mining with big data techniques provide data support for campus network management and security, revealing potential risks within the network.
format Article
id doaj-art-bb3399f6a0fd47b8bde1316a5afd5649
institution Kabale University
issn 1000-436X
language zho
publishDate 2024-11-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-bb3399f6a0fd47b8bde1316a5afd56492025-01-14T08:46:27ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2024-11-014510811279661167Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGAYAO RenlongZHAO QiongHE HaitaoWEI YujunLI EnleiThe study captures the entire traffic data stream of the campus network using the SDN architecture, followed by parsing and processing with FPGA technology to generate application-level log data at different levels. Subsequent analysis and mining with big data techniques provide data support for campus network management and security, revealing potential risks within the network.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024257/FPGASDNtraffic collectionsecurity analysis
spellingShingle YAO Renlong
ZHAO Qiong
HE Haitao
WEI Yujun
LI Enlei
Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA
Tongxin xuebao
FPGA
SDN
traffic collection
security analysis
title Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA
title_full Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA
title_fullStr Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA
title_full_unstemmed Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA
title_short Design and realization of a high-speed traffic collection and processing scheme for campus networks using FPGA
title_sort design and realization of a high speed traffic collection and processing scheme for campus networks using fpga
topic FPGA
SDN
traffic collection
security analysis
url http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024257/
work_keys_str_mv AT yaorenlong designandrealizationofahighspeedtrafficcollectionandprocessingschemeforcampusnetworksusingfpga
AT zhaoqiong designandrealizationofahighspeedtrafficcollectionandprocessingschemeforcampusnetworksusingfpga
AT hehaitao designandrealizationofahighspeedtrafficcollectionandprocessingschemeforcampusnetworksusingfpga
AT weiyujun designandrealizationofahighspeedtrafficcollectionandprocessingschemeforcampusnetworksusingfpga
AT lienlei designandrealizationofahighspeedtrafficcollectionandprocessingschemeforcampusnetworksusingfpga