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Microservice-Based ...
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
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- Natalino Da Silva, Carlos, 1987 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Manso, Carlos (author)
- Centre Tecnològic de Telecomunicacions de Catalunya (CTTC),Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)
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- Gifre, Lluis (author)
- Centre Tecnològic de Telecomunicacions de Catalunya (CTTC),Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)
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- Munoz, Raul (author)
- Centre Tecnològic de Telecomunicacions de Catalunya (CTTC),Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)
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- Vilalta, Ricard (author)
- Centre Tecnològic de Telecomunicacions de Catalunya (CTTC),Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)
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- Furdek Prekratic, Marija, 1985 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Monti, Paolo, 1973 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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(creator_code:org_t)
- 2016
- 2016
- English.
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In: Optics InfoBase Conference Papers. ; 2016
- Related links:
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https://research.cha...
Abstract
Subject headings
Close
- Unsupervised learning (UL) is a technique to detect previously unseen anomalies without needing labeled datasets. We propose the integration of a scalable UL-based inference component in the monitoring loop of an SDN-controlled optical network.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorteknik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Engineering (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Kommunikationssystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Communication Systems (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Bioinformatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Bioinformatics (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Publication and Content Type
- kon (subject category)
- ref (subject category)
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