KOPS - Das Institutionelle Repositorium der Universität Konstanz

Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization

Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization

Zitieren

Dateien zu dieser Ressource

Dateien Größe Format Anzeige

Zu diesem Dokument gibt es keine Dateien.

HAO, Ming C., Manish MARWAH, Sebastian MITTELSTÄDT, Halldór JANETZKO, Daniel KEIM, Umeshwar DAYAL, Cullen BASH, Carlos FELIX, Chandrakant PATEL, Meichun HSU, Yuen CHEN, Michael HUND, 2013. Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization. IS&T/SPIE Electronic Imaging. Burlingame, California, USA. In: WONG, Pak Chung, ed. and others. Visualization and Data Analysis 2013. IS&T/SPIE Electronic Imaging. Burlingame, California, USA. SPIE, pp. 865404

@inproceedings{Hao2013-02-04Visua-24919, title={Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization}, year={2013}, doi={10.1117/12.2002948}, number={8654}, publisher={SPIE}, series={SPIE Proceedings}, booktitle={Visualization and Data Analysis 2013}, editor={Wong, Pak Chung}, author={Hao, Ming C. and Marwah, Manish and Mittelstädt, Sebastian and Janetzko, Halldór and Keim, Daniel and Dayal, Umeshwar and Bash, Cullen and Felix, Carlos and Patel, Chandrakant and Hsu, Meichun and Chen, Yuen and Hund, Michael} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/24919"> <dc:language>eng</dc:language> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/24919"/> <dc:contributor>Janetzko, Halldór</dc:contributor> <dcterms:bibliographicCitation>Visualization and Data Analysis 2013 ; 4-6 February, 2013, Burlingame, California, USA / Pak Chung Wong ... (Ed.). - Bellingham : SPIE, 2013. - 865404. - (Proceedings of SPIE ; 8654). - ISBN 9780819494276</dcterms:bibliographicCitation> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-11-06T09:56:33Z</dcterms:available> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-11-06T09:56:33Z</dc:date> <dc:contributor>Hsu, Meichun</dc:contributor> <dc:contributor>Bash, Cullen</dc:contributor> <dc:contributor>Hao, Ming C.</dc:contributor> <dc:creator>Bash, Cullen</dc:creator> <dcterms:issued>2013-02-04</dcterms:issued> <dc:rights>deposit-license</dc:rights> <dc:contributor>Chen, Yuen</dc:contributor> <dcterms:title>Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization</dcterms:title> <dc:contributor>Mittelstädt, Sebastian</dc:contributor> <dcterms:rights rdf:resource="http://nbn-resolving.org/urn:nbn:de:bsz:352-20140905103605204-4002607-1"/> <dc:contributor>Hund, Michael</dc:contributor> <dc:contributor>Patel, Chandrakant</dc:contributor> <dc:creator>Keim, Daniel</dc:creator> <dcterms:abstract xml:lang="eng">Cyber physical systems (CPS), such as smart buildings and data centers, are richly instrumented systems composed of tightly coupled computational and physical elements that generate large amounts of data. To explore CPS data and obtain actionable insights, we present a new approach called Radial Pixel Visualization (RPV); which uses multiple concentric rings to show the data in a compact circular layout of pixel cells, each ring containing the values for a specific variable over time and each pixel cell representing an individual data value at a specific time. RPV provides an effective visual representation of locality and periodicity of the high volume, multivariate data streams. RPVs may have an additional analysis ring for highlighting the results of correlation analysis or peak point detection. Our real-world applications demonstrate the effectiveness of this approach. The application examples show how RPV can help CPS administrators to identify periodic thermal hot spots, find root-causes of the cooling problems, understand building energy consumption, and optimize IT-services workloads.</dcterms:abstract> <dc:creator>Hund, Michael</dc:creator> <dc:contributor>Marwah, Manish</dc:contributor> <dc:creator>Marwah, Manish</dc:creator> <dc:creator>Janetzko, Halldór</dc:creator> <dc:contributor>Keim, Daniel</dc:contributor> <dc:creator>Dayal, Umeshwar</dc:creator> <dc:creator>Chen, Yuen</dc:creator> <dc:creator>Hao, Ming C.</dc:creator> <dc:creator>Hsu, Meichun</dc:creator> <dc:contributor>Dayal, Umeshwar</dc:contributor> <dc:creator>Patel, Chandrakant</dc:creator> <dc:creator>Felix, Carlos</dc:creator> <dc:contributor>Felix, Carlos</dc:contributor> <dc:creator>Mittelstädt, Sebastian</dc:creator> </rdf:Description> </rdf:RDF>

Das Dokument erscheint in:

KOPS Suche


Stöbern

Mein Benutzerkonto