Exploring cyber physical data streams using Radial Pixel Visualizations

Publikationstyp: Beitrag zu einer Konferenz
Autor/innen: Hao, Ming; Marwah, Manish; Mittelstädt, Sebastian; Janetzko, Halldór; Keim, Daniel; Dayal, Umeshwar; Bash, Cullen; Felix, Carlos; Patel, Chandrakant; Hsu, Meichun
Erscheinungsjahr: 2012
Konferenz: 2012 IEEE Conference on Visual Analytics Science and Technology (VAST), 14. Okt 2012 - 19. Okt 2012, Seattle, WA, USA
Erschienen in: 2012 IEEE Conference on Visual Analytics Science and Technology (VAST). - IEEE, 2012. - S. 225-226. - ISBN 978-1-4673-4752-5
DOI (zitierfähiger Link): https://dx.doi.org/10.1109/VAST.2012.6400541
Titel in einer weiteren Sprache: Visualizing Cyber Physical Data Streams Using Radial Pixel Rings
Zusammenfassung:
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 construct a Radial Pixel Visualization (RPV) system, which uses multiple concentric rings to show the data in a compact circular layout of small polygons (pixel cells), each of which represents an individual data value. RPV provides an effective visual representation of locality and periodicity of the high volume, multivariate data streams, and seamlessly combines them with the results of an automated analysis. In the outermost ring the results of correlation analysis and peak point detection are highlighted. Our explorations demonstrates how RPV can help administrators to identify periodic thermal hot spots, understand data center energy consumption, and optimize IT workload.
Fachgebiet (DDC): 004 Informatik
Kommentar zur Publikation: Im Inhaltsverzeichnis wird der Titel "Visualizing Cyber Physical Data Streams Using Radial Pixel Rings" angegeben.
Link zur Lizenz: Deposit-Lizenz
Universitätsbibliographie: Ja

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HAO, Ming, Manish MARWAH, Sebastian MITTELSTÄDT, Halldór JANETZKO, Daniel KEIM, Umeshwar DAYAL, Cullen BASH, Carlos FELIX, Chandrakant PATEL, Meichun HSU, 2012. Exploring cyber physical data streams using Radial Pixel Visualizations. 2012 IEEE Conference on Visual Analytics Science and Technology (VAST). Seattle, WA, USA, 14. Okt 2012 - 19. Okt 2012. In: 2012 IEEE Conference on Visual Analytics Science and Technology (VAST). 2012 IEEE Conference on Visual Analytics Science and Technology (VAST). Seattle, WA, USA, 14. Okt 2012 - 19. Okt 2012. IEEE, pp. 225-226. ISBN 978-1-4673-4752-5

@inproceedings{Hao2012-10Explo-22545, title={Exploring cyber physical data streams using Radial Pixel Visualizations}, year={2012}, doi={10.1109/VAST.2012.6400541}, isbn={978-1-4673-4752-5}, publisher={IEEE}, booktitle={2012 IEEE Conference on Visual Analytics Science and Technology (VAST)}, pages={225--226}, author={Hao, Ming 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}, note={Im Inhaltsverzeichnis wird der Titel "Visualizing Cyber Physical Data Streams Using Radial Pixel Rings" angegeben.} }

Patel, Chandrakant 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 construct a Radial Pixel Visualization (RPV) system, which uses multiple concentric rings to show the data in a compact circular layout of small polygons (pixel cells), each of which represents an individual data value. RPV provides an effective visual representation of locality and periodicity of the high volume, multivariate data streams, and seamlessly combines them with the results of an automated analysis. In the outermost ring the results of correlation analysis and peak point detection are highlighted. Our explorations demonstrates how RPV can help administrators to identify periodic thermal hot spots, understand data center energy consumption, and optimize IT workload. Bash, Cullen Visualizing Cyber Physical Data Streams Using Radial Pixel Rings Hao, Ming Felix, Carlos Mittelstädt, Sebastian Marwah, Manish 2012-10 2013-04-09T09:15:50Z Exploring cyber physical data streams using Radial Pixel Visualizations Patel, Chandrakant Dayal, Umeshwar Marwah, Manish Keim, Daniel Hao, Ming Janetzko, Halldór Bash, Cullen eng Hsu, Meichun Hsu, Meichun Mittelstädt, Sebastian deposit-license Dayal, Umeshwar Keim, Daniel Felix, Carlos Janetzko, Halldór 2013-04-09T09:15:50Z IEEE Conference on Visual Analytics Science & Technology 2012 : Seattle, Washington, USA, 14 - 19 October 2012 ; Proceedings / Giuseppe Santucci and Matthew Ward (eds.). - Piscataway, NJ : IEEE, 2012, S. 225-226. - ISBN 978-1-4673-4753-2

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