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

Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung

13 Zitate (Scopus)

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.

Originalsprache	Englisch
Aufsatznummer	7389826
Seiten (von - bis)	18-23
Seitenumfang	6
Fachzeitschrift	IEEE Network
Jahrgang	30
Ausgabenummer	1
DOIs	https://doi.org/10.1109/MNET.2016.7389826
Publikationsstatus	Veröffentlicht - 1 Jan. 2016
Extern publiziert	Ja

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10.1109/MNET.2016.7389826

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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.",

keywords = "Data mining, Inspection, Protocols, Semantics, Solids, TV, Wires",

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

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year = "2016",

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KW - Inspection

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Deep semantics inspection over big network data at wire speed

Abstract

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