Deep semantics inspection over big network data at wire speed

Chengchen Hu; Hao Li; Yuming Jiang; Yu Cheng; Poul Heegaard

doi:10.1109/MNET.2016.7389826

Deep semantics inspection over big network data at wire speed

Chengchen Hu
, Hao Li
, Yuming Jiang
, Yu Cheng
, Poul Heegaard

Faculty of Electronic and Information Engineering

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Abstract

Deep semantics inspection (DSI), proposed in this article, reveals the semantics behind big network data on the fly. The key idea of DSI is to obtain a sketch of user behavior at wire speed, with a size several orders of magnitude smaller than that of raw data. Then semantics analysis is applied to the obtained sketch. To demonstrate the use of DSI, this article also presents several practical user scenarios leveraging on the DSI system designed.

Original language	English
Article number	7389826
Pages (from-to)	18-23
Number of pages	6
Journal	IEEE Network
Volume	30
Issue number	1
DOIs	https://doi.org/10.1109/MNET.2016.7389826
State	Published - 1 Jan 2016

Keywords

Data mining
Inspection
Protocols
Semantics
Solids
TV
Wires

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10.1109/MNET.2016.7389826

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title = "Deep semantics inspection over big network data at wire speed",

abstract = "Deep semantics inspection (DSI), proposed in this article, reveals the semantics behind big network data on the fly. The key idea of DSI is to obtain a sketch of user behavior at wire speed, with a size several orders of magnitude smaller than that of raw data. Then semantics analysis is applied to the obtained sketch. To demonstrate the use of DSI, this article also presents several practical user scenarios leveraging on the DSI system designed.",

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author = "Chengchen Hu and Hao Li and Yuming Jiang and Yu Cheng and Poul Heegaard",

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N2 - Deep semantics inspection (DSI), proposed in this article, reveals the semantics behind big network data on the fly. The key idea of DSI is to obtain a sketch of user behavior at wire speed, with a size several orders of magnitude smaller than that of raw data. Then semantics analysis is applied to the obtained sketch. To demonstrate the use of DSI, this article also presents several practical user scenarios leveraging on the DSI system designed.

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KW - Data mining

KW - Inspection

KW - Protocols

KW - Semantics

KW - Solids

KW - TV

KW - Wires

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Deep semantics inspection over big network data at wire speed

Abstract

Keywords

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